tcga_participant_barcode CLI_years_to_birth CLI_vital_status CLI_days_to_death CLI_days_to_last_followup CLI_primary_site_of_disease CLI_neoplasm_diseasestage CLI_pathology_T_stage CLI_pathology_N_stage CLI_pathology_M_stage CLI_dcc_upload_date CLI_gender CLI_date_of_initial_pathologic_diagnosis CLI_days_to_last_known_alive CLI_radiation_therapy CLI_karnofsky_performance_score CLI_histological_type CLI_radiations_radiation_regimenindication CLI_number_pack_years_smoked CLI_year_of_tobacco_smoking_onset CLI_race CLI_ethnicity CLI_batch_number CLUS_mRNA_cNMF CLUS_mRNA_cHierarchical CLUS_CN_cNMF CLUS_Methlyation_cNMF CLUS_mRNAseq_cNMF CLUS_mRNAseq_cHierarchical CLUS_miRseq_cNMF CLUS_miRseq_cHierarchical CLUS_miRseq_Mature_cNMF CLUS_miRseq_Mature_cHierarchical SMG_mutsig2.0_ABCC1 SMG_mutsig2.0_ACSL3 SMG_mutsig2.0_ADAM28_cosmic SMG_mutsig2.0_ADCY8_cosmic SMG_mutsig2.0_ALDH1A3 SMG_mutsig2.0_ALDH2 SMG_mutsig2.0_AMHR2 SMG_mutsig2.0_ANGPTL6 SMG_mutsig2.0_AQP7 SMG_mutsig2.0_ARAP3 SMG_mutsig2.0_ARHGAP33_cosmic SMG_mutsig2.0_ARL6IP6 SMG_mutsig2.0_ARPC2 SMG_mutsig2.0_ASRGL1 SMG_mutsig2.0_ATP7B_cosmic SMG_mutsig2.0_ATRNL1 SMG_mutsig2.0_BAP1 SMG_mutsig2.0_BMF SMG_mutsig2.0_BMP8A SMG_mutsig2.0_C16orf78_cosmic SMG_mutsig2.0_C1S SMG_mutsig2.0_C1orf65_cosmic SMG_mutsig2.0_C4orf47 SMG_mutsig2.0_C6orf25 SMG_mutsig2.0_C9orf171_cosmic SMG_mutsig2.0_CAMTA2 SMG_mutsig2.0_CARKD_cosmic SMG_mutsig2.0_CCDC136 SMG_mutsig2.0_CCDC91 SMG_mutsig2.0_CCDC97 SMG_mutsig2.0_CCNL1_cosmic SMG_mutsig2.0_CD4 SMG_mutsig2.0_CDC27 SMG_mutsig2.0_CDC42EP3 SMG_mutsig2.0_CDCA8_cosmic SMG_mutsig2.0_CDHR1 SMG_mutsig2.0_CDKN2A SMG_mutsig2.0_CECR1 SMG_mutsig2.0_CHSY1 SMG_mutsig2.0_CIB3 SMG_mutsig2.0_CRYBB1 SMG_mutsig2.0_CSF1R_cosmic SMG_mutsig2.0_CSGALNACT2 SMG_mutsig2.0_CSK_cosmic SMG_mutsig2.0_CUL3 SMG_mutsig2.0_CXorf23_cosmic SMG_mutsig2.0_DCAF11 SMG_mutsig2.0_DHRSX SMG_mutsig2.0_DIO2 SMG_mutsig2.0_DNMT1 SMG_mutsig2.0_DNMT3A SMG_mutsig2.0_DPEP2 SMG_mutsig2.0_DPP3 SMG_mutsig2.0_DPYSL4_cosmic SMG_mutsig2.0_ECHDC2_cosmic SMG_mutsig2.0_EDIL3_cosmic SMG_mutsig2.0_EFNB3 SMG_mutsig2.0_EGFR_cosmic SMG_mutsig2.0_EGR1 SMG_mutsig2.0_ELOVL5 SMG_mutsig2.0_EMP2 SMG_mutsig2.0_ENO1_cosmic SMG_mutsig2.0_EXTL2 SMG_mutsig2.0_F2RL1_cosmic SMG_mutsig2.0_FAM122C SMG_mutsig2.0_FAM194B SMG_mutsig2.0_FAP SMG_mutsig2.0_FBXO24 SMG_mutsig2.0_FGFR3_cosmic SMG_mutsig2.0_FLCN_cosmic SMG_mutsig2.0_FRG1 SMG_mutsig2.0_FZR1_cosmic SMG_mutsig2.0_GALNT7_cosmic SMG_mutsig2.0_GCDH SMG_mutsig2.0_GCNT2 SMG_mutsig2.0_GMEB1 SMG_mutsig2.0_GPI SMG_mutsig2.0_HGC6.3 SMG_mutsig2.0_HNRNPM SMG_mutsig2.0_HPS3 SMG_mutsig2.0_HSPA2_cosmic SMG_mutsig2.0_IFNB1_cosmic SMG_mutsig2.0_IGDCC4 SMG_mutsig2.0_IMPA2_cosmic SMG_mutsig2.0_INPP5E_cosmic SMG_mutsig2.0_ITPR2_cosmic SMG_mutsig2.0_KCNK1_cosmic SMG_mutsig2.0_KDELR3 SMG_mutsig2.0_KDM5C SMG_mutsig2.0_KHK SMG_mutsig2.0_KIAA0408 SMG_mutsig2.0_KIF16B_cosmic SMG_mutsig2.0_KLK10_cosmic SMG_mutsig2.0_KLK2_cosmic SMG_mutsig2.0_KRAS_cosmic SMG_mutsig2.0_LDB3 SMG_mutsig2.0_LDLRAP1 SMG_mutsig2.0_LETM1 SMG_mutsig2.0_LETMD1 SMG_mutsig2.0_LIG3_cosmic SMG_mutsig2.0_LIMK1 SMG_mutsig2.0_LMO4 SMG_mutsig2.0_MARK4 SMG_mutsig2.0_MET SMG_mutsig2.0_MKX SMG_mutsig2.0_MLL2_cosmic SMG_mutsig2.0_MRGPRX3 SMG_mutsig2.0_MRPL10 SMG_mutsig2.0_MST1_cosmic SMG_mutsig2.0_MTOR SMG_mutsig2.0_MUC2 SMG_mutsig2.0_MUC6 SMG_mutsig2.0_MYF6_cosmic SMG_mutsig2.0_MYLPF SMG_mutsig2.0_MYO3A_cosmic SMG_mutsig2.0_NACA SMG_mutsig2.0_NAPSA SMG_mutsig2.0_NAT8 SMG_mutsig2.0_NDUFA3_cosmic SMG_mutsig2.0_NDUFAF3 SMG_mutsig2.0_NEFH SMG_mutsig2.0_NEK8_cosmic SMG_mutsig2.0_NETO2 SMG_mutsig2.0_NF1_cosmic SMG_mutsig2.0_NF2 SMG_mutsig2.0_NFE2L2 SMG_mutsig2.0_NKX2-1_cosmic SMG_mutsig2.0_NLRP1_cosmic SMG_mutsig2.0_NPL SMG_mutsig2.0_NSFL1C SMG_mutsig2.0_NTRK3_cosmic SMG_mutsig2.0_NWD1 SMG_mutsig2.0_ONECUT2_cosmic SMG_mutsig2.0_OR10G3_cosmic SMG_mutsig2.0_OR2A25 SMG_mutsig2.0_OR2L8 SMG_mutsig2.0_OR2T29 SMG_mutsig2.0_OR4A47 SMG_mutsig2.0_OR4C45 SMG_mutsig2.0_OR4D1 SMG_mutsig2.0_OR4D11 SMG_mutsig2.0_OR4M1 SMG_mutsig2.0_OR4N2 SMG_mutsig2.0_OR5V1 SMG_mutsig2.0_OR9Q1 SMG_mutsig2.0_OSBPL3 SMG_mutsig2.0_PABPC1 SMG_mutsig2.0_PARD6B SMG_mutsig2.0_PAX2 SMG_mutsig2.0_PBRM1 SMG_mutsig2.0_PCDHB10 SMG_mutsig2.0_PCF11 SMG_mutsig2.0_PCGF1 SMG_mutsig2.0_PCGF2 SMG_mutsig2.0_PDE9A SMG_mutsig2.0_PDLIM4_cosmic SMG_mutsig2.0_PHF10_cosmic SMG_mutsig2.0_PHYH SMG_mutsig2.0_PIK3CA SMG_mutsig2.0_PKD2 SMG_mutsig2.0_PLOD1_cosmic SMG_mutsig2.0_PLOD3 SMG_mutsig2.0_PLXDC2_cosmic SMG_mutsig2.0_PPM1E_cosmic SMG_mutsig2.0_PRB1 SMG_mutsig2.0_PRDX5_cosmic SMG_mutsig2.0_PREP SMG_mutsig2.0_PRKAA2 SMG_mutsig2.0_PRKAG2_cosmic SMG_mutsig2.0_PRODH_cosmic SMG_mutsig2.0_PTCH1_cosmic SMG_mutsig2.0_PTEN SMG_mutsig2.0_PTGER3 SMG_mutsig2.0_PXMP2 SMG_mutsig2.0_RALB_cosmic SMG_mutsig2.0_RALGAPA1 SMG_mutsig2.0_RANBP2 SMG_mutsig2.0_RASAL1 SMG_mutsig2.0_RBM23 SMG_mutsig2.0_RBPJL SMG_mutsig2.0_RCN1_cosmic SMG_mutsig2.0_RHEB SMG_mutsig2.0_RILPL1 SMG_mutsig2.0_RIMBP3 SMG_mutsig2.0_RIN1_cosmic SMG_mutsig2.0_RNF113B_cosmic SMG_mutsig2.0_RNF144A_cosmic SMG_mutsig2.0_RNF168 SMG_mutsig2.0_RPL22 SMG_mutsig2.0_RPS6KA1 SMG_mutsig2.0_RRAS2 SMG_mutsig2.0_RSU1 SMG_mutsig2.0_SAV1 SMG_mutsig2.0_SCYL1_cosmic SMG_mutsig2.0_SDHAF2 SMG_mutsig2.0_SETD2 SMG_mutsig2.0_SGPP2_cosmic SMG_mutsig2.0_SHANK1 SMG_mutsig2.0_SLC14A1_cosmic SMG_mutsig2.0_SLC1A7_cosmic SMG_mutsig2.0_SLC26A4 SMG_mutsig2.0_SLC30A9 SMG_mutsig2.0_SLC35F1 SMG_mutsig2.0_SLC43A3 SMG_mutsig2.0_SLC4A5 SMG_mutsig2.0_SLC6A7 SMG_mutsig2.0_SMARCA4_cosmic SMG_mutsig2.0_SMARCB1_cosmic SMG_mutsig2.0_SMG7 SMG_mutsig2.0_SNRNP70 SMG_mutsig2.0_SORD SMG_mutsig2.0_SPATA13_cosmic SMG_mutsig2.0_SPDYE3 SMG_mutsig2.0_SPRY4 SMG_mutsig2.0_STXBP3_cosmic SMG_mutsig2.0_SYNE1_cosmic SMG_mutsig2.0_TAGLN3 SMG_mutsig2.0_TAS2R3 SMG_mutsig2.0_TAS2R43 SMG_mutsig2.0_TATDN2 SMG_mutsig2.0_TBC1D8B SMG_mutsig2.0_TCEB1 SMG_mutsig2.0_TESK1 SMG_mutsig2.0_THBS1 SMG_mutsig2.0_TIMP3 SMG_mutsig2.0_TMEM145 SMG_mutsig2.0_TMEM229A SMG_mutsig2.0_TMEM47_cosmic SMG_mutsig2.0_TNFSF10 SMG_mutsig2.0_TP53 SMG_mutsig2.0_TRH SMG_mutsig2.0_TRIM58_cosmic SMG_mutsig2.0_TSKS SMG_mutsig2.0_TSPAN19 SMG_mutsig2.0_TTBK2_cosmic SMG_mutsig2.0_TXNIP SMG_mutsig2.0_UBXN11 SMG_mutsig2.0_UBXN7 SMG_mutsig2.0_VCL_cosmic SMG_mutsig2.0_VCX3B SMG_mutsig2.0_VHL SMG_mutsig2.0_VPS33A SMG_mutsig2.0_YIF1A SMG_mutsig2.0_ZADH2 SMG_mutsig2.0_ZBTB39 SMG_mutsig2.0_ZDHHC5 SMG_mutsig2.0_ZFYVE26_cosmic SMG_mutsig2.0_ZMAT2 SMG_mutsig2.0_ZNF280A SMG_mutsig2.0_ZNF512 SMG_mutsig2.0_ZNF521_cosmic SMG_mutsig2.0_ZNF532_cosmic SMG_mutsig2.0_ZNF598 SMG_mutsig2.0_ZNF625 SMG_mutsig2.0_ZNF814 SMG_mutsig2.0_ZNHIT1_cosmic SMG_mutsig.CV_ADAM28_cosmic SMG_mutsig.CV_ADCY8_cosmic SMG_mutsig.CV_ANGPTL6 SMG_mutsig.CV_ARAP3 SMG_mutsig.CV_ARHGAP33_cosmic SMG_mutsig.CV_ARPC2 SMG_mutsig.CV_ATP7B_cosmic SMG_mutsig.CV_BAP1 SMG_mutsig.CV_BMF SMG_mutsig.CV_C16orf78_cosmic SMG_mutsig.CV_C1orf65_cosmic SMG_mutsig.CV_C6orf25 SMG_mutsig.CV_C9orf171_cosmic SMG_mutsig.CV_CARKD_cosmic SMG_mutsig.CV_CCDC136 SMG_mutsig.CV_CCDC91 SMG_mutsig.CV_CCDC97 SMG_mutsig.CV_CCNL1_cosmic SMG_mutsig.CV_CD4 SMG_mutsig.CV_CDCA8_cosmic SMG_mutsig.CV_CDKN2A_cosmic SMG_mutsig.CV_CECR1 SMG_mutsig.CV_CES1 SMG_mutsig.CV_CFDP1 SMG_mutsig.CV_CIB3 SMG_mutsig.CV_CRYBB1 SMG_mutsig.CV_CSF1R_cosmic SMG_mutsig.CV_CSK_cosmic SMG_mutsig.CV_CXorf23_cosmic SMG_mutsig.CV_DCAF11 SMG_mutsig.CV_DHX35 SMG_mutsig.CV_DNAH3 SMG_mutsig.CV_DNMT1 SMG_mutsig.CV_DNMT3A SMG_mutsig.CV_DPEP2 SMG_mutsig.CV_DPP3 SMG_mutsig.CV_DPYSL4_cosmic SMG_mutsig.CV_ECHDC2_cosmic SMG_mutsig.CV_EDIL3_cosmic SMG_mutsig.CV_EFNB3 SMG_mutsig.CV_EGFR_cosmic SMG_mutsig.CV_EGR1 SMG_mutsig.CV_EMP2 SMG_mutsig.CV_ENO1_cosmic SMG_mutsig.CV_F2RL1_cosmic SMG_mutsig.CV_FAM122C SMG_mutsig.CV_FAM200A SMG_mutsig.CV_FGFR3_cosmic SMG_mutsig.CV_FLCN_cosmic SMG_mutsig.CV_FZR1_cosmic SMG_mutsig.CV_GALNT7_cosmic SMG_mutsig.CV_GCNT2 SMG_mutsig.CV_HNRNPM SMG_mutsig.CV_HPS3 SMG_mutsig.CV_HSPA2_cosmic SMG_mutsig.CV_IFNB1_cosmic SMG_mutsig.CV_IGDCC4 SMG_mutsig.CV_IMPA2_cosmic SMG_mutsig.CV_INPP5E_cosmic SMG_mutsig.CV_ITPR2_cosmic SMG_mutsig.CV_KCNK1_cosmic SMG_mutsig.CV_KDELR3 SMG_mutsig.CV_KDM5C SMG_mutsig.CV_KIF16B_cosmic SMG_mutsig.CV_KLK10_cosmic SMG_mutsig.CV_KLK2_cosmic SMG_mutsig.CV_KRAS_cosmic SMG_mutsig.CV_LCN1 SMG_mutsig.CV_LETMD1 SMG_mutsig.CV_LIG3_cosmic SMG_mutsig.CV_M6PR SMG_mutsig.CV_MARK4 SMG_mutsig.CV_MET_cosmic SMG_mutsig.CV_MLL2_cosmic SMG_mutsig.CV_MLL3 SMG_mutsig.CV_MRPL10 SMG_mutsig.CV_MST1_cosmic SMG_mutsig.CV_MTOR_cosmic SMG_mutsig.CV_MYF6_cosmic SMG_mutsig.CV_MYO3A_cosmic SMG_mutsig.CV_NAPSA SMG_mutsig.CV_NAT8 SMG_mutsig.CV_NDUFA3_cosmic SMG_mutsig.CV_NEFH SMG_mutsig.CV_NEK8_cosmic SMG_mutsig.CV_NF1_cosmic SMG_mutsig.CV_NF2 SMG_mutsig.CV_NKX2-1_cosmic SMG_mutsig.CV_NLRP1_cosmic SMG_mutsig.CV_NSFL1C SMG_mutsig.CV_NTRK3_cosmic SMG_mutsig.CV_ONECUT2_cosmic SMG_mutsig.CV_OR10G3_cosmic SMG_mutsig.CV_PARD6B SMG_mutsig.CV_PBRM1 SMG_mutsig.CV_PCGF1 SMG_mutsig.CV_PCGF2 SMG_mutsig.CV_PDE9A SMG_mutsig.CV_PDLIM4_cosmic SMG_mutsig.CV_PHF10_cosmic SMG_mutsig.CV_PHYH SMG_mutsig.CV_PIK3CA_cosmic SMG_mutsig.CV_PKD2 SMG_mutsig.CV_PLOD1_cosmic SMG_mutsig.CV_PLXDC2_cosmic SMG_mutsig.CV_POLR2F SMG_mutsig.CV_PPM1E_cosmic SMG_mutsig.CV_PRB1 SMG_mutsig.CV_PRB2 SMG_mutsig.CV_PRDX5_cosmic SMG_mutsig.CV_PREP SMG_mutsig.CV_PRKAG2_cosmic SMG_mutsig.CV_PRODH_cosmic SMG_mutsig.CV_PRSS3 SMG_mutsig.CV_PTCH1_cosmic SMG_mutsig.CV_PTEN SMG_mutsig.CV_PXMP2 SMG_mutsig.CV_RALB_cosmic SMG_mutsig.CV_RBM23 SMG_mutsig.CV_RCN1_cosmic SMG_mutsig.CV_RIN1_cosmic SMG_mutsig.CV_RNF113B_cosmic SMG_mutsig.CV_RNF144A_cosmic SMG_mutsig.CV_RRAS2 SMG_mutsig.CV_SCYL1_cosmic SMG_mutsig.CV_SDHAF2 SMG_mutsig.CV_SETD2 SMG_mutsig.CV_SGPP2_cosmic SMG_mutsig.CV_SLC14A1_cosmic SMG_mutsig.CV_SLC1A7_cosmic SMG_mutsig.CV_SLC26A4 SMG_mutsig.CV_SLC30A9 SMG_mutsig.CV_SLC6A7 SMG_mutsig.CV_SMARCA4_cosmic SMG_mutsig.CV_SMARCB1_cosmic SMG_mutsig.CV_SMG7 SMG_mutsig.CV_SNRNP70 SMG_mutsig.CV_SORD SMG_mutsig.CV_SPATA13_cosmic SMG_mutsig.CV_SPDYE3 SMG_mutsig.CV_SPRY4 SMG_mutsig.CV_SSU72 SMG_mutsig.CV_STXBP3_cosmic SMG_mutsig.CV_SYNE1_cosmic SMG_mutsig.CV_TARBP2 SMG_mutsig.CV_TAS2R3 SMG_mutsig.CV_TAS2R43 SMG_mutsig.CV_TMEM47_cosmic SMG_mutsig.CV_TP53 SMG_mutsig.CV_TRIM58_cosmic SMG_mutsig.CV_TTBK2_cosmic SMG_mutsig.CV_VCL_cosmic SMG_mutsig.CV_VHL SMG_mutsig.CV_ZFYVE26_cosmic SMG_mutsig.CV_ZMAT2 SMG_mutsig.CV_ZNF521_cosmic SMG_mutsig.CV_ZNF532_cosmic SMG_mutsig.CV_ZNF625 SMG_mutsig.CV_ZNHIT1_cosmic SMG_mutsig.2CV_ADAM28_cosmic SMG_mutsig.2CV_ADCY8_cosmic SMG_mutsig.2CV_AHNAK2 SMG_mutsig.2CV_ARAP3_cosmic SMG_mutsig.2CV_ARHGAP33_cosmic SMG_mutsig.2CV_ARID1A SMG_mutsig.2CV_ATM SMG_mutsig.2CV_ATP7B_cosmic SMG_mutsig.2CV_BAP1 SMG_mutsig.2CV_C16orf78_cosmic SMG_mutsig.2CV_C1orf65_cosmic SMG_mutsig.2CV_C9orf171_cosmic SMG_mutsig.2CV_CARKD_cosmic SMG_mutsig.2CV_CCDC120 SMG_mutsig.2CV_CCNL1_cosmic SMG_mutsig.2CV_CDCA8_cosmic SMG_mutsig.2CV_CDK12 SMG_mutsig.2CV_CDKN2A_cosmic SMG_mutsig.2CV_CSF1R_cosmic SMG_mutsig.2CV_CSGALNACT2 SMG_mutsig.2CV_CSK_cosmic SMG_mutsig.2CV_CXorf23_cosmic SMG_mutsig.2CV_CYP4F11 SMG_mutsig.2CV_DNMT3A SMG_mutsig.2CV_DPCR1 SMG_mutsig.2CV_DPYSL4_cosmic SMG_mutsig.2CV_ECHDC2_cosmic SMG_mutsig.2CV_EDIL3_cosmic SMG_mutsig.2CV_EGFR SMG_mutsig.2CV_ENO1_cosmic SMG_mutsig.2CV_F2RL1_cosmic SMG_mutsig.2CV_FAM160B2 SMG_mutsig.2CV_FGFR3_cosmic SMG_mutsig.2CV_FLCN_cosmic SMG_mutsig.2CV_FZR1_cosmic SMG_mutsig.2CV_GALNT7_cosmic SMG_mutsig.2CV_GPR50 SMG_mutsig.2CV_GUSB SMG_mutsig.2CV_HNRNPM SMG_mutsig.2CV_HSPA2_cosmic SMG_mutsig.2CV_IFNB1_cosmic SMG_mutsig.2CV_IMPA2_cosmic SMG_mutsig.2CV_INPP5E_cosmic SMG_mutsig.2CV_ITPR2_cosmic SMG_mutsig.2CV_KCNK1_cosmic SMG_mutsig.2CV_KDM5C SMG_mutsig.2CV_KDM6A SMG_mutsig.2CV_KIAA1751 SMG_mutsig.2CV_KIF16B_cosmic SMG_mutsig.2CV_KLK10_cosmic SMG_mutsig.2CV_KLK2_cosmic SMG_mutsig.2CV_KRAS_cosmic SMG_mutsig.2CV_LIG3_cosmic SMG_mutsig.2CV_MED16 SMG_mutsig.2CV_MET SMG_mutsig.2CV_MLL2_cosmic SMG_mutsig.2CV_MST1_cosmic SMG_mutsig.2CV_MTOR SMG_mutsig.2CV_MUC5B SMG_mutsig.2CV_MYF6_cosmic SMG_mutsig.2CV_MYO3A_cosmic SMG_mutsig.2CV_NDUFA3_cosmic SMG_mutsig.2CV_NEFH SMG_mutsig.2CV_NEK8_cosmic SMG_mutsig.2CV_NF1_cosmic SMG_mutsig.2CV_NF2 SMG_mutsig.2CV_NFE2L2 SMG_mutsig.2CV_NKX2-1_cosmic SMG_mutsig.2CV_NLRP1_cosmic SMG_mutsig.2CV_NTRK3_cosmic SMG_mutsig.2CV_ONECUT2_cosmic SMG_mutsig.2CV_OR10G3_cosmic SMG_mutsig.2CV_PBRM1 SMG_mutsig.2CV_PCK1 SMG_mutsig.2CV_PDLIM4_cosmic SMG_mutsig.2CV_PHF10_cosmic SMG_mutsig.2CV_PIK3CA SMG_mutsig.2CV_PLOD1_cosmic SMG_mutsig.2CV_PLXDC2_cosmic SMG_mutsig.2CV_PPM1E_cosmic SMG_mutsig.2CV_PRDX5_cosmic SMG_mutsig.2CV_PRKAG2_cosmic SMG_mutsig.2CV_PRODH_cosmic SMG_mutsig.2CV_PTCH1 SMG_mutsig.2CV_PTEN SMG_mutsig.2CV_RALB_cosmic SMG_mutsig.2CV_RCN1_cosmic SMG_mutsig.2CV_RHEB SMG_mutsig.2CV_RIMBP3 SMG_mutsig.2CV_RIN1_cosmic SMG_mutsig.2CV_RLIM SMG_mutsig.2CV_RNF113B_cosmic SMG_mutsig.2CV_RNF128 SMG_mutsig.2CV_RNF144A_cosmic SMG_mutsig.2CV_RUFY3 SMG_mutsig.2CV_SCYL1_cosmic SMG_mutsig.2CV_SETD2 SMG_mutsig.2CV_SGPP2_cosmic SMG_mutsig.2CV_SKI SMG_mutsig.2CV_SLC14A1_cosmic SMG_mutsig.2CV_SLC1A7_cosmic SMG_mutsig.2CV_SLC23A1 SMG_mutsig.2CV_SLC4A8 SMG_mutsig.2CV_SLC6A14 SMG_mutsig.2CV_SMARCA4_cosmic SMG_mutsig.2CV_SMARCB1_cosmic SMG_mutsig.2CV_SPATA13_cosmic SMG_mutsig.2CV_STAG2 SMG_mutsig.2CV_STAM SMG_mutsig.2CV_STXBP3_cosmic SMG_mutsig.2CV_SYNE1_cosmic SMG_mutsig.2CV_TDG SMG_mutsig.2CV_TMEM47_cosmic SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_TRIM58_cosmic SMG_mutsig.2CV_TTBK2_cosmic SMG_mutsig.2CV_TXNIP SMG_mutsig.2CV_VCL_cosmic SMG_mutsig.2CV_VHL SMG_mutsig.2CV_ZFYVE26 SMG_mutsig.2CV_ZNF521_cosmic SMG_mutsig.2CV_ZNF532_cosmic SMG_mutsig.2CV_ZNF598 SMG_mutsig.2CV_ZNF814 SMG_mutsig.2CV_ZNHIT1_cosmic rate_non rate_sil SMG_ABCC1_mRNA SMG_ACSL3_mRNA SMG_ADAM28_mRNA SMG_ADCY8_mRNA SMG_AHNAK2_mRNA SMG_ALDH1A3_mRNA SMG_ALDH2_mRNA SMG_AMHR2_mRNA SMG_ANGPTL6_mRNA SMG_AQP7_mRNA SMG_ARAP3_mRNA SMG_ARHGAP33_mRNA SMG_ARID1A_mRNA SMG_ARL6IP6_mRNA SMG_ARPC2_mRNA SMG_ASRGL1_mRNA SMG_ATM_mRNA SMG_ATP7B_mRNA SMG_ATRNL1_mRNA SMG_BAP1_mRNA SMG_BMF_mRNA SMG_BMP8A_mRNA SMG_C1S_mRNA SMG_C1orf65_mRNA SMG_C4orf47_mRNA SMG_C6orf25_mRNA SMG_C9orf171_mRNA SMG_CAMTA2_mRNA SMG_CARKD_mRNA SMG_CCDC120_mRNA SMG_CCDC136_mRNA SMG_CCDC91_mRNA SMG_CCDC97_mRNA SMG_CCNL1_mRNA SMG_CD4_mRNA SMG_CDC27_mRNA SMG_CDC42EP3_mRNA SMG_CDCA8_mRNA SMG_CDHR1_mRNA SMG_CDK12_mRNA SMG_CDKN2A_mRNA SMG_CECR1_mRNA SMG_CES1_mRNA SMG_CFDP1_mRNA SMG_CHSY1_mRNA SMG_CRYBB1_mRNA SMG_CSF1R_mRNA SMG_CSGALNACT2_mRNA SMG_CSK_mRNA SMG_CUL3_mRNA SMG_CXorf23_mRNA SMG_CYP4F11_mRNA SMG_DCAF11_mRNA SMG_DHRSX_mRNA SMG_DHX35_mRNA SMG_DIO2_mRNA SMG_DNAH3_mRNA SMG_DNMT1_mRNA SMG_DNMT3A_mRNA SMG_DPCR1_mRNA SMG_DPEP2_mRNA SMG_DPP3_mRNA SMG_DPYSL4_mRNA SMG_ECHDC2_mRNA SMG_EDIL3_mRNA SMG_EFNB3_mRNA SMG_EGFR_mRNA SMG_EGR1_mRNA SMG_ELOVL5_mRNA SMG_EMP2_mRNA SMG_ENO1_mRNA SMG_EXTL2_mRNA SMG_F2RL1_mRNA SMG_FAM122C_mRNA SMG_FAM160B2_mRNA SMG_FAM200A_mRNA SMG_FAP_mRNA SMG_FBXO24_mRNA SMG_FGFR3_mRNA SMG_FLCN_mRNA SMG_FRG1_mRNA SMG_FZR1_mRNA SMG_GALNT7_mRNA SMG_GCDH_mRNA SMG_GCNT2_mRNA SMG_GMEB1_mRNA SMG_GPI_mRNA SMG_GUSB_mRNA SMG_HGC6.3_mRNA SMG_HNRNPM_mRNA SMG_HPS3_mRNA SMG_HSPA2_mRNA SMG_IFNB1_mRNA SMG_IGDCC4_mRNA SMG_IMPA2_mRNA SMG_INPP5E_mRNA SMG_ITPR2_mRNA SMG_KCNK1_mRNA SMG_KDELR3_mRNA SMG_KDM5C_mRNA SMG_KDM6A_mRNA SMG_KHK_mRNA SMG_KIAA1751_mRNA SMG_KIF16B_mRNA SMG_KLK10_mRNA SMG_KLK2_mRNA SMG_KRAS_mRNA SMG_LDB3_mRNA SMG_LDLRAP1_mRNA SMG_LETM1_mRNA SMG_LETMD1_mRNA SMG_LIG3_mRNA SMG_LIMK1_mRNA SMG_LMO4_mRNA SMG_M6PR_mRNA SMG_MARK4_mRNA SMG_MED16_mRNA SMG_MET_mRNA SMG_MKX_mRNA SMG_MLL2_mRNA SMG_MLL3_mRNA SMG_MRPL10_mRNA SMG_MST1_mRNA SMG_MTOR_mRNA SMG_MUC2_mRNA SMG_MUC5B_mRNA SMG_MUC6_mRNA SMG_MYLPF_mRNA SMG_MYO3A_mRNA SMG_NACA_mRNA SMG_NAPSA_mRNA SMG_NAT8_mRNA SMG_NDUFA3_mRNA SMG_NDUFAF3_mRNA SMG_NEFH_mRNA SMG_NEK8_mRNA SMG_NETO2_mRNA SMG_NF1_mRNA SMG_NF2_mRNA SMG_NFE2L2_mRNA SMG_NLRP1_mRNA SMG_NPL_mRNA SMG_NSFL1C_mRNA SMG_NTRK3_mRNA SMG_NWD1_mRNA SMG_ONECUT2_mRNA SMG_OR2A25_mRNA SMG_OSBPL3_mRNA SMG_PABPC1_mRNA SMG_PARD6B_mRNA SMG_PAX2_mRNA SMG_PBRM1_mRNA SMG_PCDHB10_mRNA SMG_PCF11_mRNA SMG_PCGF1_mRNA SMG_PCGF2_mRNA SMG_PCK1_mRNA SMG_PDE9A_mRNA SMG_PDLIM4_mRNA SMG_PHF10_mRNA SMG_PHYH_mRNA SMG_PIK3CA_mRNA SMG_PKD2_mRNA SMG_PLOD1_mRNA SMG_PLOD3_mRNA SMG_PLXDC2_mRNA SMG_POLR2F_mRNA SMG_PPM1E_mRNA SMG_PRDX5_mRNA SMG_PREP_mRNA SMG_PRKAA2_mRNA SMG_PRKAG2_mRNA SMG_PRODH_mRNA SMG_PRSS3_mRNA SMG_PTCH1_mRNA SMG_PTEN_mRNA SMG_PTGER3_mRNA SMG_PXMP2_mRNA SMG_RALB_mRNA SMG_RALGAPA1_mRNA SMG_RANBP2_mRNA SMG_RASAL1_mRNA SMG_RBM23_mRNA SMG_RCN1_mRNA SMG_RHEB_mRNA SMG_RILPL1_mRNA SMG_RIMBP3_mRNA SMG_RIN1_mRNA SMG_RLIM_mRNA SMG_RNF113B_mRNA SMG_RNF128_mRNA SMG_RNF144A_mRNA SMG_RNF168_mRNA SMG_RPL22_mRNA SMG_RPS6KA1_mRNA SMG_RRAS2_mRNA SMG_RSU1_mRNA SMG_RUFY3_mRNA SMG_SAV1_mRNA SMG_SCYL1_mRNA SMG_SDHAF2_mRNA SMG_SETD2_mRNA SMG_SGPP2_mRNA SMG_SHANK1_mRNA SMG_SKI_mRNA SMG_SLC14A1_mRNA SMG_SLC1A7_mRNA SMG_SLC23A1_mRNA SMG_SLC26A4_mRNA SMG_SLC30A9_mRNA SMG_SLC35F1_mRNA SMG_SLC43A3_mRNA SMG_SLC4A5_mRNA SMG_SLC4A8_mRNA SMG_SLC6A14_mRNA SMG_SLC6A7_mRNA SMG_SMARCA4_mRNA SMG_SMARCB1_mRNA SMG_SMG7_mRNA SMG_SNRNP70_mRNA SMG_SORD_mRNA SMG_SPATA13_mRNA SMG_SPDYE3_mRNA SMG_SPRY4_mRNA SMG_SSU72_mRNA SMG_STAG2_mRNA SMG_STAM_mRNA SMG_STXBP3_mRNA SMG_SYNE1_mRNA SMG_TAGLN3_mRNA SMG_TARBP2_mRNA SMG_TAS2R3_mRNA SMG_TAS2R43_mRNA SMG_TATDN2_mRNA SMG_TBC1D8B_mRNA SMG_TCEB1_mRNA SMG_TDG_mRNA SMG_TESK1_mRNA SMG_THBS1_mRNA SMG_TIMP3_mRNA SMG_TMEM145_mRNA SMG_TMEM47_mRNA SMG_TNFSF10_mRNA SMG_TP53_mRNA SMG_TRH_mRNA SMG_TRIM58_mRNA SMG_TSKS_mRNA SMG_TSPAN19_mRNA SMG_TTBK2_mRNA SMG_TXNIP_mRNA SMG_UBXN11_mRNA SMG_UBXN7_mRNA SMG_VCL_mRNA SMG_VCX3B_mRNA SMG_VHL_mRNA SMG_VPS33A_mRNA SMG_YIF1A_mRNA SMG_ZADH2_mRNA SMG_ZBTB39_mRNA SMG_ZDHHC5_mRNA SMG_ZFYVE26_mRNA SMG_ZMAT2_mRNA SMG_ZNF512_mRNA SMG_ZNF521_mRNA SMG_ZNF532_mRNA SMG_ZNF598_mRNA SMG_ZNF625_mRNA SMG_ZNF814_mRNA SMG_ZNHIT1_mRNA Amp_1q32.1 Amp_2q32.1 Amp_3q26.32 Amp_5q35.1 Amp_7q31.2 Amp_8q24.22 Amp_10p14 Amp_17q25.2 Amp_19p13.2 Amp_Xp22.2 Amp_Xp11.4 Amp_Xq11.2 Amp_Xq28 Del_1p36.31 Del_1p31.1 Del_1q43 Del_2q37.3 Del_3p26.3 Del_3p21.2 Del_3p14.1 Del_3p12.2 Del_4q34.3 Del_5p15.33 Del_6q22.31 Del_6q26 Del_8p23.2 Del_9p23 Del_9p21.3 Del_10q23.31 Del_11q21 Del_11q23.1 Del_13q12.13 Del_13q14.2 Del_14q31.1 Del_16q23.3 Del_18q22.2 Del_19p13.3 Del_Xp22.2 CN_10p_Amp CN_10q_Amp CN_11p_Amp CN_11q_Amp CN_12p_Amp CN_12q_Amp CN_13q_Amp CN_14q_Amp CN_15q_Amp CN_16p_Amp CN_16q_Amp CN_17p_Amp CN_17q_Amp CN_18p_Amp CN_18q_Amp CN_19p_Amp CN_19q_Amp CN_1p_Amp CN_1q_Amp CN_20p_Amp CN_20q_Amp CN_21q_Amp CN_22q_Amp CN_2p_Amp CN_2q_Amp CN_3p_Amp CN_3q_Amp CN_4p_Amp CN_4q_Amp CN_5p_Amp CN_5q_Amp CN_6p_Amp CN_6q_Amp CN_7p_Amp CN_7q_Amp CN_8p_Amp CN_8q_Amp CN_9p_Amp CN_9q_Amp CN_Xp_Amp CN_Xq_Amp CN_10p_Del CN_10q_Del CN_11p_Del CN_11q_Del CN_12p_Del CN_12q_Del CN_13q_Del CN_14q_Del CN_15q_Del CN_16p_Del CN_16q_Del CN_17p_Del CN_17q_Del CN_18p_Del CN_18q_Del CN_19p_Del CN_19q_Del CN_1p_Del CN_1q_Del CN_20p_Del CN_20q_Del CN_21q_Del CN_22q_Del CN_2p_Del CN_2q_Del CN_3p_Del CN_3q_Del CN_4p_Del CN_4q_Del CN_5p_Del CN_5q_Del CN_6p_Del CN_6q_Del CN_7p_Del CN_7q_Del CN_8p_Del CN_8q_Del CN_9p_Del CN_9q_Del CN_Xp_Del CN_Xq_Del mRNA_CNMF_LAMC2_-1.38_1 mRNA_CNMF_CDC42BPB_0.67_1 mRNA_CNMF_CCDC109A_-0.65_1 mRNA_CNMF_GATM_1.49_1 mRNA_CNMF_BDP1_0.71_1 mRNA_CNMF_PAEP_-0.9_1 mRNA_CNMF_TTYH1_-0.55_1 mRNA_CNMF_MAP2K7_0.88_1 mRNA_CNMF_MAPK3_0.4_1 mRNA_CNMF_CASP5_0.72_2 mRNA_CNMF_FAM57A_0.92_2 mRNA_CNMF_BSPRY_-1.31_2 mRNA_CNMF_TRAPPC6B_-0.68_2 mRNA_CNMF_APOE_0.99_2 mRNA_CNMF_CD6_0.8_2 mRNA_CNMF_VAV1_1.05_2 mRNA_CNMF_ATP5S_-0.85_2 mRNA_CNMF_ZNF542_-0.87_2 mRNA_CNMF_MYO1G_-0.56_3 mRNA_CNMF_ZNF91_2.12_3 mRNA_CNMF_ABI3BP_-2.82_3 mRNA_CNMF_MOV10_-1.01_3 mRNA_CNMF_TNFRSF9_-1.9_3 mRNA_CNMF_SLC27A4_1.46_3 mRNA_CNMF_DLAT_1.25_3 mRNA_CNMF_SCAMP1_1.63_3 mRNA_CNMF_RGS16_3.04_3 mRNA_CNMF_RBP4_3.68_4 mRNA_CNMF_NR3C1_-0.76_4 mRNA_CNMF_PGM5_-0.75_4 mRNA_CNMF_RAB1B_-1.54_4 mRNA_CNMF_MORN3_0.94_4 mRNA_CNMF_TIGD2_1.19_4 mRNA_CNMF_TMEM42_0.92_4 mRNA_CNMF_CHST9_2.07_4 mRNA_CNMF_PRRC1_-0.88_4 Amp_ABL2_1q32.1_mRNA Amp_ARNT_1q32.1_mRNA Amp_ASPSCR1_17q25.2_mRNA Amp_ATP2B3_Xq28_mRNA Amp_BCL6_3q26.32_mRNA Amp_BCL9_1q32.1_mRNA Amp_BDH1_3q26.32_mRNA Amp_BPTF_17q25.2_mRNA Amp_BRIP1_17q25.2_mRNA Amp_CANT1_17q25.2_mRNA Amp_CASP8_2q32.1_mRNA Amp_CBX8_17q25.2_mRNA Amp_CD79B_17q25.2_mRNA Amp_CDC73_1q32.1_mRNA Amp_CHN1_2q32.1_mRNA Amp_CLTC_17q25.2_mRNA Amp_COX6C_8q24.22_mRNA Amp_CREB1_2q32.1_mRNA Amp_DDX5_17q25.2_mRNA Amp_EIF4A2_3q26.32_mRNA Amp_ELK4_1q32.1_mRNA Amp_ETV5_3q26.32_mRNA Amp_EXT1_8q24.22_mRNA Amp_FCGR2B_1q32.1_mRNA Amp_FOXK2_17q25.2_mRNA Amp_G6PD_Xq28_mRNA Amp_GATA3_10p14_mRNA Amp_GPC3_Xq28_mRNA Amp_H3F3B_17q25.2_mRNA Amp_HEY1_8q24.22_mRNA Amp_HLF_17q25.2_mRNA Amp_HOXD11_2q32.1_mRNA Amp_HOXD13_2q32.1_mRNA Amp_IDH1_2q32.1_mRNA Amp_LPP_3q26.32_mRNA Amp_MCL1_1q32.1_mRNA Amp_MDM4_1q32.1_mRNA Amp_MET_7q31.2_mRNA Amp_MLLT10_10p14_mRNA Amp_MSI2_17q25.2_mRNA Amp_MTCP1_Xq28_mRNA Amp_MUC1_1q32.1_mRNA Amp_MYC_8q24.22_mRNA Amp_NDRG1_8q24.22_mRNA Amp_NFE2L2_2q32.1_mRNA Amp_NOTCH2_1q32.1_mRNA Amp_NPM1_5q35.1_mRNA Amp_NSD1_5q35.1_mRNA Amp_NTRK1_1q32.1_mRNA Amp_PARP10_8q24.22_mRNA Amp_PBX1_1q32.1_mRNA Amp_PDE4DIP_1q32.1_mRNA Amp_PHF6_Xq28_mRNA Amp_PIK3CA_3q26.32_mRNA Amp_PMS1_2q32.1_mRNA Amp_PRCC_1q32.1_mRNA Amp_PRKAR1A_17q25.2_mRNA Amp_PTPRC_1q32.1_mRNA Amp_RAD21_8q24.22_mRNA Amp_RANBP17_5q35.1_mRNA Amp_RECQL4_8q24.22_mRNA Amp_RNF43_17q25.2_mRNA Amp_RPL10_Xq28_mRNA Amp_SDHC_1q32.1_mRNA Amp_SF3B1_2q32.1_mRNA Amp_SLC45A3_1q32.1_mRNA Amp_SOX2_3q26.32_mRNA Amp_TERC_3q26.32_mRNA Amp_TFRC_3q26.32_mRNA Amp_TPM3_1q32.1_mRNA Amp_TPR_1q32.1_mRNA Amp_TUBD1_17q25.2_mRNA Amp_ZMYND11_10p14_mRNA Del_AKT1_14q31.1_mRNA Del_ARHGEF12_11q23.1_mRNA Del_ATM_11q23.1_mRNA Del_BAP1_3p21.2_mRNA Del_BCL11B_14q31.1_mRNA Del_BCL2_18q22.2_mRNA Del_BIRC3_11q23.1_mRNA Del_CBFA2T3_16q23.3_mRNA Del_CBL_11q23.1_mRNA Del_CCND1_11q21_mRNA Del_CDKN2A_9p21.3_mRNA Del_CNTN4_3p26.3_mRNA Del_CTNNB1_3p21.2_mRNA Del_DDX10_11q23.1_mRNA Del_DDX6_11q23.1_mRNA Del_DICER1_14q31.1_mRNA Del_ECT2L_6q26_mRNA Del_EZR_6q26_mRNA Del_FANCA_16q23.3_mRNA Del_FANCD2_3p26.3_mRNA Del_FGFR1OP_6q26_mRNA Del_FLI1_11q23.1_mRNA Del_GNA11_19p13.3_mRNA Del_GOLGA5_14q31.1_mRNA Del_GPHN_14q31.1_mRNA Del_INTS4_11q21_mRNA Del_KCNJ5_11q23.1_mRNA Del_MAF_16q23.3_mRNA Del_MALT1_18q22.2_mRNA Del_MAML2_11q21_mRNA Del_MAP2K2_19p13.3_mRNA Del_MAX_14q31.1_mRNA Del_MITF_3p14.1_mRNA Del_MLLT4_6q26_mRNA Del_MYB_6q26_mRNA Del_MYD88_3p21.2_mRNA Del_NEGR1_1p31.1_mRNA Del_NUMA1_11q21_mRNA Del_PAFAH1B2_11q23.1_mRNA Del_PARK2_6q26_mRNA Del_PBRM1_3p21.2_mRNA Del_PCSK7_11q23.1_mRNA Del_PICALM_11q21_mRNA Del_POU2AF1_11q23.1_mRNA Del_PPARG_3p26.3_mRNA Del_PRDM16_1p36.31_mRNA Del_PTEN_10q23.31_mRNA Del_RAF1_3p26.3_mRNA Del_RB1_13q14.2_mRNA Del_RPL22_1p36.31_mRNA Del_SDHD_11q23.1_mRNA Del_SETBP1_18q22.2_mRNA Del_SETD2_3p21.2_mRNA Del_SH3GL1_19p13.3_mRNA Del_SMAD4_18q22.2_mRNA Del_SRGAP3_3p26.3_mRNA Del_STK11_19p13.3_mRNA Del_TCF3_19p13.3_mRNA Del_TCL1A_14q31.1_mRNA Del_TCL6_14q31.1_mRNA Del_TERT_5p15.33_mRNA Del_TNFAIP3_6q26_mRNA Del_TNFRSF14_1p36.31_mRNA Del_TRIP11_14q31.1_mRNA Del_TSHR_14q31.1_mRNA Del_VHL_3p26.3_mRNA Del_WWOX_16q23.3_mRNA Del_XPC_3p26.3_mRNA TCGA-2K-A9WE 53 0 NA 214 kidney stage ii t2b nx m0 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 NA NA 1 1 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.39318171 9.92691446 9.08605632 2.36086990 11.59376099 8.37891602 13.53896506 -0.96100202 4.72374967 5.48187691 7.04455696 6.85911108 10.48342966 8.05852323 12.20697764 10.66509773 10.15137190 7.76003128 7.04455696 11.08946127 10.46833914 5.59352110 13.95672400 0.62386686 4.62389612 1.03892777 2.03892777 10.47928251 10.03469952 8.13168928 5.34271474 8.28685990 9.34271318 10.96559903 12.75038427 9.92081105 9.05295272 5.60878855 8.63512206 9.84387003 5.96967086 13.35683955 11.18359060 10.26955335 9.39758351 6.82029259 12.15998017 9.30337505 10.78418651 10.07097812 7.34727145 8.56836279 10.74556223 9.02335073 8.61636137 4.99313087 2.03892777 9.94882552 8.73241947 3.73937289 9.63325700 10.27494662 6.44832283 9.65364227 8.06407178 7.12639474 9.03464299 14.22929723 10.57663617 8.23368917 15.54898565 8.09962817 9.80380404 4.65364477 10.17528269 7.55463259 5.84628770 4.24252629 7.91237622 9.96077334 8.83821404 9.76940249 9.07510606 9.18613727 9.29277991 6.60878855 13.50335049 11.97409741 NA 11.73416067 10.31619655 8.69535707 NA 8.16563664 11.69580408 8.48187570 9.38211818 6.98144741 9.66919954 10.81124696 7.85271364 8.88783687 1.36086990 9.71312459 1.03892777 -0.96100202 9.61163256 2.84629272 8.70249063 9.86468620 10.24716669 8.40525466 10.98364442 9.33010300 12.25771657 9.21510559 10.29808709 13.04788615 2.36086990 10.77107856 10.69759018 10.39593444 10.32549008 10.26172731 1.36086990 2.62389027 -0.96100202 1.36086990 6.57031416 13.80375214 8.86865498 11.36114223 10.24411464 11.41614289 6.00471711 8.04455696 6.18867983 10.43393090 11.04631009 11.78687774 8.71135758 12.05085846 11.28329623 4.56249277 3.56249888 6.37878210 0.03899798 9.95705023 13.66104140 10.08195964 10.50143467 9.72368108 7.05015992 9.60783850 8.16563664 9.51765148 10.40306700 8.85431582 5.59352110 9.52122608 9.83902344 8.06959960 11.17239569 12.15381341 11.92157543 9.72455717 9.54375144 6.10254266 12.52815316 9.06683834 8.43553734 9.17976208 6.93979898 1.62391367 7.36536185 10.71665204 2.76249765 7.99803581 10.34897706 7.98437630 10.66052642 9.29396105 10.13102878 11.54623150 10.58148062 9.25021242 5.22875713 8.41614305 9.91851564 NA 9.16563689 7.09421495 6.33355254 12.44726211 11.45889256 8.84306334 10.50449874 9.94732499 9.01334696 11.02019992 9.14614936 10.51972254 8.20383934 4.43124853 10.42963877 5.08332827 2.62389027 7.02192606 1.84627266 10.07373135 2.49835300 10.34157130 6.46695823 5.73937289 -0.96100202 2.20886057 11.35747519 10.46414832 10.39373269 11.85030707 8.43981177 8.39648448 6.60056414 8.17848360 11.18677327 10.24228035 9.12904469 9.72805672 10.80421848 3.89691118 9.59160144 NA 0.03899798 10.22566560 7.48601522 9.39207910 8.32664475 10.36928904 12.72357142 10.86627507 3.73937289 9.27135330 13.03998865 10.39428347 1.36086990 5.59352110 3.68278676 3.99313087 6.37878210 14.98227136 10.19627925 7.30571887 10.14156422 -0.96100202 9.48498175 9.43938482 10.47824380 9.41505786 6.74629127 11.06025941 10.93488628 11.03116262 9.13892451 4.92157439 9.16176048 9.56933880 4.12639474 7.43801833 11.29277985 -0.00221680 0.01112100 0.20901000 0.23241000 0.38634000 -0.01684100 -0.01684100 0.16475000 -0.01285100 0.07340200 0.07340200 0.07340200 0.07340200 -0.00221680 -0.00221680 -0.00221680 0.01112100 0.20412000 0.20901000 0.20901000 0.20901000 -0.00650500 0.22931000 -0.03245000 -0.03245000 -0.01684100 -0.00594900 -0.00594900 -0.01656700 -0.00470790 -0.00470790 0.00013863 0.00013863 -0.00387540 0.22099000 -0.00429290 -0.01285100 0.07340200 0.000 0.000 0.000 0.000 0.229 0.229 0.000 0.000 0.000 0.221 0.221 0.165 0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.202 0.000 0.000 0.000 0.209 0.209 0.000 0.000 0.229 0.229 0.000 0.000 0.386 0.386 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.229 0.229 0.000 0.000 0.000 0.221 0.221 0.165 0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 0.202 0.000 0.000 0.000 0.209 0.209 0.000 0.000 0.229 0.229 0.000 0.000 0.386 0.386 0.000 0.000 0.000 0.000 0.000 0.000 10.016928 11.387384 10.058523 12.867961 9.026196 -0.961002 1.038928 9.641631 10.776112 1.846273 7.570314 5.766852 8.788802 17.456529 7.868655 9.871031 7.038932 8.024775 9.254465 7.693568 11.100304 10.033286 3.846283 9.567386 9.907755 10.386554 6.296320 13.022639 10.575180 7.660984 12.154287 4.562493 6.987299 8.881283 7.253252 10.388766 9.600220 10.008319 9.658235 NA 11.142876 7.957796 9.062687 10.021213 2.739373 10.072355 9.385446 7.016212 6.342713 9.202582 5.514665 13.168940 11.058523 9.451502 13.460603 12.913722 6.305719 9.558569 9.516691 12.534787 10.002551 11.801937 5.188678 4.623896 13.170950 5.711357 7.522748 1.846273 NA 11.415058 7.077852 13.750546 9.411797 13.047886 9.172075 7.714889 5.667268 10.976674 11.440612 12.587995 11.786878 11.731112 12.793402 10.493746 2.846293 11.275545 9.339285 11.417769 8.604986 8.069600 7.660984 9.747154 12.582568 10.937156 11.120412 6.126395 7.136964 7.448324 13.430871 11.323756 12.378782 8.403067 -0.961002 NA 10.614944 12.742187 10.368050 7.044557 10.242892 11.787964 11.775546 10.151372 11.089461 6.616361 10.417769 11.245336 6.105022 9.682789 10.646364 5.969671 7.760031 12.407563 8.926153 11.026907 10.036817 1.623914 13.640065 8.338140 7.218841 7.372133 9.522748 8.418311 9.672836 9.160466 8.839622 9.828466 11.532037 9.497339 8.508574 10.903505 10.710031 10.809596 10.055741 2.498353 10.548707 3.126395 12.451992 8.274946 6.963745 9.723681 9.562259 12.346418 7.884423 9.905439 2.623890 10.716652 11.209098 10.325490 12.447262 11.059565 8.131689 10.519723 10.671019 10.171432 8.684591 10.247776 9.819472 2.739373 1.623914 -0.961002 10.711800 12.138321 7.826835 4.431249 9.484982 8.061300 11.356910 TCGA-2Z-A9J1 71 0 NA 2298 kidney stage i t1a n0 mx 19-3-2015 male 2008 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.95231536 10.24699587 7.75543709 -0.01275191 12.79571403 7.84830871 14.36730771 0.98724809 1.00158609 7.71176607 5.89414354 6.65967772 10.22027299 8.01791968 11.87085047 12.85375877 9.45994344 8.60747236 4.74214099 10.81697531 8.54567344 4.71517404 10.66011983 -0.01275191 6.21607066 0.57221059 2.15717309 10.77719366 10.81221133 8.13953754 4.44668633 8.86223378 9.22326687 9.70063912 10.12808238 9.36771353 8.21847363 5.63111010 10.70920619 9.26221303 3.30917619 10.54662962 6.98160610 10.86874895 9.26453995 2.44667971 10.15027318 7.53414722 10.18077793 10.05737351 7.20157211 7.74214031 11.33792384 8.80743156 8.39876336 4.82014321 4.76861310 9.15717764 7.88509782 2.57221059 7.06940143 10.62840116 NA 10.89226343 7.20642150 4.41351962 8.43427376 10.06540334 9.48310755 6.40510571 15.79004658 8.37311484 11.06406814 4.15718118 10.27149828 7.66673245 3.68768781 4.04470011 9.98866069 9.51863408 8.99568124 10.03027979 9.58064374 9.41246844 8.99427989 6.00962038 13.45949915 11.47509259 4.96453264 11.90238503 9.23433749 7.57970965 NA 6.22565669 13.92852947 8.64367728 9.29672880 8.16716170 9.40826541 10.65036589 7.87294877 8.74893682 -1.01275191 9.34590373 1.57221059 -0.01275191 10.39292593 0.57221059 7.34919629 10.23755093 10.57362324 8.15215958 9.97451655 9.06673745 11.74613365 9.41561270 10.67725056 13.18493002 -0.01275191 10.37004949 10.35083976 10.78653421 9.56562516 10.08330885 -1.01275191 1.57221059 2.15717309 2.15717309 5.85761779 13.32222413 12.84046463 12.66750220 10.55663355 10.92352241 3.37956552 8.41141904 4.94144910 10.51424074 11.09577703 11.09871431 7.13191045 8.81697531 11.15184531 2.15717309 1.30917619 6.87599625 0.57221059 9.05064753 12.68985817 10.59827736 11.62115599 8.81538906 5.44668302 9.18200942 7.83587545 10.10900619 10.78410339 9.63110883 6.18692440 9.90593690 10.74880377 7.21125463 11.58577036 10.92976704 12.39199501 8.75212403 9.67349053 7.07275109 13.35412116 9.04794839 9.25988235 8.57221514 9.26570200 NA 6.68769201 9.91946731 -0.01275191 9.95760298 10.82842372 8.19182368 10.18200942 9.85143877 10.25929909 11.45638558 10.23161637 9.39644188 3.51081005 8.23280511 9.31592755 0.57221059 9.54280031 8.43226753 5.09577677 12.48908974 11.34452966 9.31368211 10.34974432 9.90462469 8.75046481 10.85832616 9.37203641 10.23636597 7.99287717 1.79460301 9.94072146 4.41351962 3.53383741 7.53028460 3.07471093 10.40405009 0.98724809 7.81697531 5.27265404 3.51081005 NA -1.01275191 12.12983832 11.16436060 10.67986808 12.14112122 8.52252778 8.23738494 6.34717842 7.24934768 11.18108590 9.90611584 8.80902658 9.66409114 9.97593722 5.63111010 10.04929872 NA NA 9.83900154 7.49107864 9.36120514 8.38385719 10.02342614 9.43743271 11.45154305 3.98724809 10.41456538 12.85095489 10.32375916 2.44667971 1.57221059 NA 2.15717309 4.51081638 14.18573598 10.27091970 5.39579630 10.35083976 0.98724809 8.39876336 8.96420338 10.44206590 10.10229621 6.53414722 11.30268519 9.33598071 10.79178697 9.47836415 3.07471093 9.76368561 9.90387853 3.74213559 7.44922295 11.74067826 -0.0083005 0.0080567 0.0182430 -0.0038779 0.7402400 -0.0136770 -0.0224690 0.6697400 -0.0545550 0.1460700 0.1460700 0.1460700 0.1360100 -0.0083005 -0.0083005 -0.0124000 0.0059561 0.0182430 0.0182430 0.0182430 0.0182430 0.0154800 -0.0038779 0.0000000 0.0000000 -0.0136770 -0.0143660 -0.0143660 -0.0224690 -0.0140900 -0.0140900 0.7134000 0.7134000 -0.0160070 0.6799400 0.7199900 -0.0545550 0.1460700 0.000 0.000 0.000 0.000 0.663 0.663 0.713 0.000 0.000 0.680 0.680 0.670 0.670 0.702 0.702 0.000 0.000 0.000 0.000 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.733 0.733 0.000 0.000 0.000 0.000 0.146 0.146 0.000 0.000 0.000 0.000 0.663 0.663 0.713 0.000 0.000 0.680 0.680 0.670 0.670 0.702 0.702 0.000 0.000 0.000 0.000 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.733 0.733 0.000 0.000 0.000 0.000 0.146 0.146 11.38572907 12.05569498 11.20369530 12.97522710 8.78004298 -1.01275191 1.30917619 9.84212088 10.59159733 -0.01275191 7.71857192 8.27265498 9.18937636 14.40279629 7.43433549 7.53799954 6.79460691 7.47910604 7.38813184 7.49900553 8.92536187 9.86223394 2.79460301 9.83743935 10.40773917 9.59919950 6.42188137 11.49405598 9.86913127 7.35357472 12.58110700 4.94144910 7.04253491 8.75709027 8.40721295 9.54280031 8.778416 9.770251 10.176459 4.479108 9.990771 8.106194 9.781668 10.202179 2.157173 10.304100 9.213665 7.601962 5.510813 8.889628 6.438464 13.133344 11.840952 9.043890 13.579009 12.063901 5.673754 7.172127 9.859927 8.311433 10.372036 10.735445 4.344807 5.479104 13.939630 5.479104 10.185698 2.309176 NA 10.183240 5.768613 12.596778 9.379570 13.184930 8.265702 7.742140 5.860206 12.124884 9.659678 14.096063 11.098714 11.357395 11.903692 9.893391 1.572211 11.185698 9.912807 10.842900 8.169647 7.211255 7.379570 9.922418 12.626480 8.821724 11.168405 5.272654 7.300136 8.680740 13.143149 11.856461 11.950691 9.659678 -1.012752 NA 8.799430 12.653699 10.502095 7.026172 10.604720 11.9238905 11.6645318 9.4599434 10.8169753 5.8452341 11.1656062 9.5466296 5.1770766 9.0357394 10.0121776 3.3091762 8.6220635 11.7577059 9.6247830 11.0687360 9.1048956 2.8941387 14.9863717 7.8004884 6.5029527 7.4828676 7.2955917 8.4008803 9.6614448 8.8881195 8.6842202 5.8327432 10.3315485 9.8114158 7.0800095 11.0753783 10.2387349 10.7682024 10.9720270 3.7421356 10.1764594 2.1571731 12.2411192 7.5834424 6.9759374 8.8153891 9.6244751 12.0059744 5.9061161 8.9914731 NA 9.9194673 10.5660970 10.4119437 12.4890897 11.3784962 9.0438902 10.2363660 10.7471407 11.0230827 7.9326967 10.5494949 9.9609499 0.5722106 -1.0127519 -1.0127519 9.3348739 11.0293839 8.0747152 0.5722106 8.3987634 8.8805542 10.8189557 TCGA-2Z-A9J2 71 0 NA 1795 kidney stage i t1a nx mx 19-3-2015 female 2008 NA yes NA kidney papillary renal cell carcinoma yes 30 NA white not hispanic or latino 398.27.0 NA NA 1 3 4 2 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.1514415 9.7332576 5.3965534 NA 12.6693897 8.0316940 14.5378348 NA 2.3760403 9.2368693 6.1419804 6.3534856 9.3616594 6.3314598 12.0484500 7.8326533 8.3643737 7.2039088 4.1164479 10.3845704 7.4486425 3.3090889 12.6157226 NA 0.3090597 NA NA 10.4486427 10.0147236 8.5038480 4.3090889 9.0937260 9.2977761 9.4018484 10.0706425 9.3965541 6.9955919 5.8940538 3.4790106 8.3965543 8.3805537 9.4588384 6.1419804 10.3643737 7.3643737 2.3090889 10.0904510 6.4176163 10.3231117 10.3161186 6.5379095 10.5546440 11.1879086 8.9384478 7.1292707 3.8940514 0.3090597 8.6710350 7.8789466 0.3090597 6.6310199 10.9338868 0.3090597 11.1212686 1.3091180 NA 6.7014090 9.2777581 10.6873862 6.9529474 16.2662840 7.0639785 9.2368693 4.7014104 10.8218318 6.4989162 2.6310111 2.8940611 9.7099707 9.0937260 9.9547497 9.5617567 8.3369974 10.2863712 8.9885714 5.9815171 13.7129022 10.8267607 NA 11.5823041 9.6020341 6.8636796 NA 3.6310228 13.7579819 8.2516060 9.1419814 8.5617569 8.5185446 10.0060588 7.0095308 12.7194022 NA 7.3090916 0.3090597 NA 9.4939667 1.8940611 9.5013840 10.6071539 11.3175199 8.5898620 9.6310193 8.5379099 12.0813316 9.7561745 10.8855757 11.8054458 2.6310111 9.4571356 8.4435176 11.2501389 10.8521231 9.8540557 NA 1.8940611 1.8940611 NA 5.1164479 14.9417458 9.0739629 13.0097477 11.7618473 11.7741475 1.3091180 7.2748757 7.2398286 10.1530123 10.6567127 11.4632701 6.1917344 9.9762028 10.9815166 2.3090889 0.3090597 2.6310111 NA 7.8713336 14.3084748 9.0706426 8.7184822 7.0904512 5.7685231 8.6219742 8.2099582 9.4380393 12.5498826 9.5330930 3.4790106 8.1317577 10.9637273 6.6489414 10.4332126 11.5468988 11.7083692 9.2309321 10.5956490 5.1883060 13.7379748 8.8521231 8.5758777 8.5379099 9.0539251 NA 6.2398295 9.7395439 3.3090889 10.7282193 10.8257762 7.7929067 10.1435623 9.9973415 9.6400081 11.8808439 10.5522652 9.4171975 3.8940514 6.2632880 10.5013841 NA 11.3055648 6.0639796 3.4790106 13.4422335 11.7105042 9.3342308 10.0522427 10.6231080 8.1164464 11.2698390 10.1840726 9.1292701 6.8168864 NA 8.6666433 3.7685231 1.3091180 9.4964434 2.6310111 10.5770484 1.8940611 7.4071233 6.9104904 3.7685231 NA NA 11.8089372 11.1917343 10.6253728 11.9182700 10.5852157 4.0028555 5.5298085 7.4383744 11.7772062 10.2054237 8.4639093 9.2690932 9.1608403 3.4790106 10.4202270 NA NA 9.7929071 6.9090038 10.6600305 7.3965543 9.8902919 8.2339039 10.0953609 NA 6.9955919 12.9865907 10.1686261 1.3091180 1.8940611 0.3090597 NA 3.6310228 11.9320582 10.0301905 5.6666430 9.5968036 NA 7.5087638 9.4500744 11.7131684 9.2427818 5.6310199 11.4409483 8.8902919 10.9201161 8.7561747 0.3090597 7.9601427 9.6400081 1.8940611 6.4543618 11.7463232 0.5106200 0.0035652 0.6864900 -0.0194520 -0.0076101 0.6337200 0.0000000 0.6775200 -0.0060904 -0.3517900 -0.3517900 -0.3517900 0.4761500 0.0087528 -0.0023553 0.5252800 0.0040243 -0.0053992 -0.0053992 0.6998900 0.6998900 -0.0107840 -0.1516800 -0.0250020 -0.0038779 0.6337200 0.0041632 0.0041632 0.0000000 -0.0034627 -0.0034627 -0.0071958 -0.0071958 -0.0018014 0.0157270 0.0039101 -0.0060904 -0.3517900 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.000 0.000 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.634 0.000 0.000 0.124 0.476 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.000 0.000 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.634 0.000 0.000 0.124 0.476 10.016450 11.470853 9.854056 12.826022 7.594493 NA 2.631011 9.766472 10.505620 1.894061 8.030190 8.331459 8.832653 16.137277 6.995592 7.263288 7.215982 4.479017 6.768523 6.735356 8.002578 10.287802 4.631017 10.866555 9.661444 9.106753 7.154581 9.083878 8.985048 6.375180 12.708099 2.894061 6.286371 9.385907 3.116448 9.364374 8.4018484 9.3724864 10.8836848 0.3090597 8.0370115 8.1794558 10.8316728 9.3507505 0.3090597 10.6884697 8.6400081 8.4989158 6.8789472 9.2427818 4.6310169 13.1537971 12.9191934 8.1228725 13.0826426 13.2600116 5.5570179 9.6533872 9.7582399 7.7353563 10.4524745 11.8996783 5.9815171 5.7353570 13.3014986 2.8940611 9.0198979 2.3090889 NA 9.6927956 6.0370110 12.1415858 9.0370118 11.8054458 7.8636802 7.7929067 5.4754060 8.2690930 12.3480103 13.7575948 11.4632701 9.6489414 13.2965330 9.2863713 NA 11.6008376 5.7014077 9.3034447 8.3965543 6.6489414 7.5379103 10.5270490 12.0581227 7.6578193 10.8949927 4.5570179 6.6666430 5.3965534 15.1873075 12.4005267 11.1204660 8.3480102 NA 1.3091180 8.2457291 12.7911429 10.3560925 6.2398295 9.7269438 11.1748245 11.1116077 8.3643737 10.3845704 4.7685231 9.1482951 8.7478831 5.4383727 7.9815165 12.0178777 8.3805537 5.6666430 11.4790163 9.2159819 10.1340501 8.4383744 2.8940611 14.4331318 5.8373504 6.3314598 7.1794563 6.8482499 6.8636796 9.4383744 9.3860405 8.6444815 4.6310169 10.6765061 8.2920851 6.8326533 12.0781026 10.4815188 10.1244746 10.1825354 1.8940611 9.4613761 3.8940514 11.4621619 6.1917344 7.7099709 7.0904512 9.7399620 11.8874640 5.5570179 8.3203186 1.3091180 9.7395439 10.2264634 8.9920858 13.4422335 11.2963553 5.6666430 9.1292701 10.6265039 9.9439023 6.6666430 10.1196629 9.5944935 2.6310111 0.3090597 9.0471836 7.7603021 12.0341976 7.5852157 NA 7.5087638 8.0505583 9.9529475 TCGA-2Z-A9J3 67 1 1771 NA kidney stage ii t2 nx mx 19-3-2015 male 2008 NA yes NA kidney papillary renal cell carcinoma yes NA 1959 white not hispanic or latino 398.27.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8929649 9.8924156 8.0748613 NA 12.4883243 7.7639048 13.0824660 NA 1.8221183 6.1848158 5.0573246 7.7982067 10.4160253 8.3603129 11.6662642 12.3189104 9.7309811 8.2008761 0.8556708 11.1731051 5.6733161 5.7036904 11.0622185 3.6212314 6.6159136 -1.4663370 4.8913171 10.9642170 10.1999885 8.3870738 2.2341947 8.9818806 9.4865056 10.3265548 7.2411232 9.8585076 8.0690399 7.8145350 6.9767085 9.4300969 8.5836131 10.5038703 -0.4661377 10.4941285 9.3761148 0.1187584 7.6784227 7.4255483 9.8663605 10.3827786 7.2480101 8.9880637 11.3732478 9.1350058 7.7911525 2.3411318 6.1776209 9.8658010 6.4225072 4.2886539 2.9932033 10.3140745 -1.4663370 10.2083981 0.5337627 5.5890474 9.7444297 11.8939257 10.0034063 9.4901407 15.6323209 8.4511365 10.1762674 4.3151242 9.2462915 8.7346629 1.1187584 5.8866477 10.3571317 9.4879608 8.7993794 9.7613804 10.2936526 9.0514338 7.9000867 5.9767073 13.3857086 12.2987397 NA 11.5576920 10.1291805 8.7529329 NA 6.0175812 11.4770118 8.5547442 7.7211163 7.8122139 9.9271548 10.6873165 7.8306806 7.3014194 -1.4663370 8.8156945 -1.4663370 1.7036766 9.4247886 2.5337627 7.4194605 10.0617300 9.4608015 9.3547411 11.1248192 10.7739595 11.1540117 9.5740542 10.3220749 15.3618885 0.5337627 10.4280744 10.9898621 10.6258609 10.2220148 10.0390798 -1.4663370 0.1187584 0.8556708 -0.4661377 7.3249276 13.0368448 10.5805475 9.3322362 9.7468687 10.9204353 1.5337627 8.6145821 3.8913122 10.5302380 10.8758391 11.6652340 4.4406533 4.9931943 10.5344687 8.8075600 5.0094995 8.9098898 1.3411318 11.0801766 13.7399775 10.0474920 11.7767896 8.7260574 6.0256180 9.5386871 7.8352609 10.4105346 7.4255483 9.9584556 7.5281181 9.7225511 10.9163885 8.3085516 12.3118416 12.0268693 12.9608808 9.1159064 9.6111344 4.3153851 12.3793525 9.1140231 8.3792545 10.1369272 9.0216044 NA 7.9663064 10.1410948 NA 8.3186119 10.5149750 7.9849755 10.0100044 9.6835115 10.2518691 11.2894866 11.1062278 8.6098185 3.3917402 9.6390183 9.4821317 -0.4661377 9.4225076 6.7864304 6.3603134 12.0962454 10.5564790 8.6681908 10.2915711 9.4496439 8.7661853 11.1417004 9.0185874 10.4164075 7.8669197 1.5337627 10.8838749 1.8557107 0.8556708 5.2061900 2.2341947 10.2659319 0.8556708 7.1667596 6.1547169 0.8556708 NA NA 11.8791697 10.9725563 10.7778309 11.8422457 8.1280892 8.5930276 7.2660341 9.3354728 11.3559369 10.1694826 8.7235889 9.8641211 10.8520248 0.8556708 9.4770118 -0.4661377 -1.4663370 9.9642170 7.7186397 10.1434049 7.8978993 9.9683926 10.4788424 7.0806587 4.9431571 10.1735573 14.2865109 10.9311717 NA 1.3411318 NA -1.4663370 5.1036193 14.1129036 10.5512689 6.7186397 10.7586705 NA 8.5630517 8.7674201 10.4048996 9.1749130 6.4645016 11.8987198 9.3249274 10.6311382 9.0105108 1.5337627 9.4270660 9.9777440 4.1776228 7.2853088 12.1840309 -0.0087146 0.0041632 1.7051000 -0.0208240 2.4968000 0.8572000 -0.0059522 0.8892600 3.3458000 0.1998600 0.1998600 0.1887000 0.1887000 0.0048579 0.0048579 -0.0087146 0.0041632 -0.0182820 -0.0182820 -0.0182820 -0.0660470 -0.0316320 1.7446000 -0.0268510 -0.0268510 -1.0246000 0.0012481 0.0012481 -0.0059522 -0.0053992 0.0020805 -0.0018014 -0.0162360 0.0000000 0.9454300 -0.0034627 -0.0016629 0.1998600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.896 0.896 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.702 0.000 0.000 1.676 0.000 0.000 0.000 2.497 2.497 -0.122 0.857 0.000 0.000 0.189 0.189 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.896 0.896 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.702 0.000 0.000 1.676 0.000 0.000 0.000 2.497 2.497 -0.122 0.857 0.000 0.000 0.189 0.189 12.2070735 11.9231269 10.1410948 11.3969828 8.5351727 NA 2.6212196 9.7999654 10.8300211 NA 8.5740542 8.4879606 8.7923306 9.9266185 4.1776228 6.8191662 6.5337642 2.3411318 4.8736164 7.2061900 9.7462609 10.1229474 -1.4663370 9.9196269 9.6065938 9.6331122 5.7911525 0.5337627 9.8278108 5.1631203 12.3212518 4.9431571 6.9346439 8.3792545 9.0777629 9.7999654 8.7769383 9.4966605 9.8540009 NA 10.4803052 9.2044208 9.7987934 10.1401696 5.1776189 10.5870115 9.1373908 8.0094978 2.2341947 9.2106032 4.6630485 12.7995992 11.6609527 9.2255080 13.2877124 12.7688811 6.9972890 10.4685610 10.4766455 5.1036193 10.3666544 10.4338765 0.1187584 7.1667596 13.6287081 4.5337627 9.3467440 1.5337627 NA 9.9000867 6.4645016 12.4016223 9.5096123 15.3618885 8.6092438 8.3823876 5.9867067 12.8668499 9.8145352 13.4359511 11.6652340 12.0177061 12.1256373 9.9000867 -0.4661377 10.9888348 8.0115225 10.4589479 8.7589720 8.3085516 7.5836131 9.8852559 12.4624679 5.7529332 11.9938350 6.2272520 9.0612416 7.0573268 12.7835601 11.0256176 12.0224833 8.5971594 1.3411318 0.5337627 9.6442478 12.4369873 10.9832665 7.3314258 10.4244087 11.3385005 12.3705052 9.7309811 11.1731051 2.2341947 10.9798139 8.5238685 2.6212196 9.5428932 13.0549901 8.5836131 6.5781583 11.9871521 10.1017205 10.7727662 9.6809694 1.8557107 14.3048928 8.7768432 8.3792545 7.7966581 5.1484745 8.4436576 9.9792967 8.8879696 8.5953787 1.3411318 8.1224791 8.9077172 8.8813860 11.1886242 9.6152478 11.2313836 11.2389648 3.0573290 9.8052275 0.1187584 12.6630942 8.0940972 7.0729236 8.7260574 9.9088039 12.5522254 -1.4663370 9.1457113 NA 10.1410948 10.4991880 10.2625353 12.0962454 10.5453412 8.8590698 10.4164075 10.7198787 10.0529093 7.6986713 10.3431306 10.5121174 -1.4663370 0.1187584 6.5449922 7.8713866 10.8549964 8.4511365 NA 8.5630517 8.9142255 10.1503133 TCGA-2Z-A9J5 80 0 NA 3050 kidney stage ii t2 nx mx 19-3-2015 male 2006 NA yes NA kidney papillary renal cell carcinoma yes 32 NA white not hispanic or latino 398.27.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.9555645 9.6760262 8.4110542 NA 11.9305634 5.7959955 14.0201221 -0.3505225 1.2199584 4.8194281 5.8589557 6.3077145 9.1533286 7.3568622 12.2797699 13.0808698 9.0267132 7.1572974 4.6938995 11.3086067 9.8131524 3.8321913 12.5796857 -0.3505225 6.7263190 NA 2.2344707 10.4414795 10.2568331 8.2642127 4.8194281 8.6884217 8.9669155 10.5190966 12.0639237 9.3130608 8.3842122 5.0757679 8.0070547 8.5382460 5.7787868 12.8109496 10.5405270 10.7316518 8.7527904 5.1089342 11.0402092 7.8589564 10.4688835 10.0924462 6.8783219 6.8879078 10.8638219 9.3023476 7.2117452 3.6495005 4.8589557 8.9804195 7.4504030 4.1089342 9.4422931 10.7149189 3.2344707 10.7729775 3.1089426 6.0418212 7.3842122 12.3159487 9.8698811 8.4696817 16.2635799 7.8393273 10.3130609 3.6495005 10.1896307 7.3289827 4.5563926 4.7143005 9.2117452 9.1789332 9.2136523 9.9244632 8.4918531 9.3377530 9.4712767 5.5074839 13.7831266 11.7932048 -0.3505225 11.5854044 9.6041208 6.8783219 NA 5.1730635 13.1596488 8.3360035 8.5772808 7.3077145 9.1513401 10.3654648 7.2788592 10.1481925 NA 7.6551271 -0.3505225 NA 9.5993295 3.6495005 8.2344654 9.9937986 10.2079235 8.0114464 10.1857500 9.6732571 11.7680448 9.1750235 10.8380916 12.2257509 NA 9.6847830 9.6224825 10.7967077 10.5571446 9.5167815 NA 1.6495235 2.4568587 3.2344707 5.2040898 14.1315544 12.9014289 14.6124891 11.8334482 12.1600197 4.4043923 7.9759322 4.8589557 10.0778629 12.2498803 11.0810004 7.5802397 10.5541374 11.1196532 3.2344707 3.2344707 4.2933558 NA 8.8417955 13.1666800 9.1473545 10.4333195 8.8686713 7.0070553 9.1373429 8.5831934 9.3451138 9.7007118 8.8926767 6.3637475 9.6501084 11.0439654 6.9256268 10.5113651 11.8178615 11.5567690 8.9139452 10.1272611 5.6956459 13.7896935 8.7369657 8.7684437 8.7020708 9.5578954 NA 6.2494150 9.9544245 0.6494775 9.5427587 10.9899093 7.8686713 10.2540560 9.1150691 9.8368548 11.9929661 10.1282724 9.6780029 4.1089342 8.5503697 9.5214081 -0.3505225 10.2834062 6.4696825 3.8974341 12.7085091 11.4977345 8.9302734 10.0026496 10.1171083 8.5290861 11.4323208 9.7289876 10.2203072 6.7890536 -0.3505225 9.3236950 4.8194281 3.5563926 8.2752115 1.2344400 9.8950555 NA 9.2642127 6.4450877 4.1730635 NA 3.1089426 11.5676206 10.9736833 10.1818586 12.1718391 9.1232086 5.1413551 6.2981121 7.2193583 11.4300425 9.5728302 8.5260199 9.2307033 10.5183253 8.5290861 10.3603092 NA NA 10.1221936 6.6495034 9.6109525 7.6438562 10.4656864 11.0272555 10.3086067 -0.3505225 8.6911618 12.3667508 10.2012110 0.6494775 2.8194229 1.6495235 1.2344400 3.8194229 14.0736690 10.6593314 5.0070564 10.2088798 NA 8.0461074 8.7598815 10.7599860 9.4792255 6.3909703 11.1120050 9.8540739 10.8473337 9.5473482 2.8194229 8.5043713 9.5198674 3.5563926 7.4025858 12.3188308 0.0000000 0.4847500 0.6164300 -0.0171160 0.6266100 -0.0210980 0.0000000 0.6207900 -0.0113350 0.1529300 0.1529300 0.1529300 0.1529300 -0.0044455 0.0000000 0.0000000 0.4847500 0.6141000 0.6141000 0.6209700 0.6164300 -0.0034627 -0.0171160 -0.0136770 -0.0136770 -0.0049844 -0.0011087 -0.0011087 0.0000000 -0.0098723 -0.0098723 -0.0030475 -0.0030475 -0.0540160 0.6424900 -0.0052610 -0.0113350 0.1529300 0.000 0.000 0.000 0.000 0.621 0.621 0.000 0.000 0.000 0.642 0.642 0.621 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.485 0.485 0.616 0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.627 0.627 0.000 0.000 0.000 0.000 0.153 0.153 0.000 0.000 0.000 0.000 0.621 0.621 0.000 0.000 0.000 0.642 0.642 0.621 0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.485 0.485 0.616 0.616 0.000 0.000 0.000 0.000 0.000 0.000 0.627 0.627 0.000 0.000 0.000 0.000 0.153 0.153 10.3808217 11.1418567 10.2779483 13.9026855 8.1171085 0.6494775 4.4568587 9.6565300 10.8014516 0.6494775 8.2079236 6.9893525 8.8393273 16.8791290 8.1847782 8.7501650 6.2933594 7.7101989 8.2715545 7.0924464 10.7690923 10.2752116 1.6495235 10.0059547 9.6466822 9.6210463 6.0924464 10.0620726 9.4552467 6.6152868 12.5776510 6.0757679 6.9349045 9.5012518 7.2040918 9.1292830 8.7580273 9.6267826 10.3867501 NA 10.0299638 7.5136889 9.2933590 9.4374052 1.2344400 10.0310457 9.6095047 8.1252363 5.8194281 8.4792253 7.1963975 12.9497123 11.8644290 8.9532836 13.0422227 12.2295257 5.3774223 7.7475351 10.0705156 11.3228118 10.2174588 10.7890541 4.8589557 4.4043923 13.6891073 4.4568587 9.5787612 2.6495005 NA 10.5237157 6.4949931 12.6623018 9.2269316 12.2257509 8.1963970 6.8491749 6.0638071 11.7820025 10.9792991 13.1910834 11.0810004 10.5676206 12.0947763 9.5090376 NA 11.1587829 8.5260199 10.6109525 7.6210460 6.9256268 7.6324965 9.9926884 12.0836097 9.1171083 10.6417331 4.6036976 6.9532839 7.8638220 13.8942635 11.4056421 12.0242706 9.2733842 NA -0.3505225 9.9498553 12.4682846 10.2045328 6.7787855 9.6593315 11.6167290 10.9623857 9.0267132 11.3086067 6.2344649 9.9104222 9.9302736 4.8589557 8.4600745 8.9129363 5.7787868 6.5321455 11.7813597 9.5183252 10.8036880 8.9068906 3.1089426 14.6028353 8.1430383 6.8194281 7.3513986 8.1453580 6.6267822 9.1252363 8.7503489 8.5802401 8.1373426 10.7954349 9.4949927 6.2344649 11.4052249 10.5405270 10.5229468 9.8430282 2.4568587 10.1543217 2.2344707 12.2448232 6.1089342 6.8589557 8.8686713 9.9970688 12.0898529 5.2344668 9.9960165 -0.3505225 9.9544245 10.8919445 9.6649178 12.7085091 11.0402092 6.9893525 10.2203072 10.7998847 9.8855170 7.9982311 10.2212554 9.8722977 1.9714424 NA -0.3505225 8.4728699 11.8941669 7.5198674 NA 8.0461074 8.3909698 11.0908908 TCGA-2Z-A9J6 60 0 NA 1731 kidney stage i t1a nx mx 19-3-2015 male 2009 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.9046657781 9.5757631025 7.8541471671 0.9992784721 11.6701563528 3.6181094182 14.0526532498 -1.0005771935 3.1416943620 8.1130211592 5.4587100907 7.1130211592 10.0361392623 7.4830942493 11.5774156096 13.3266209489 9.5011160552 7.9061696691 2.9061786904 11.2739481929 8.0188694786 6.2754038086 11.0285660444 0.5842890859 5.5691355998 -1.0005771935 1.3212354350 10.6765580601 10.3296355814 8.7855485901 4.0867413133 8.6962463461 9.1964954111 11.0199116159 9.6918944099 9.4033559279 7.7407461330 5.3915958949 11.6879662451 9.2765662211 5.5991928023 10.2759848992 4.4587100907 10.7839136449 9.1641856502 1.9992784721 9.5423106793 7.0599749444 9.8595899152 10.0027967357 7.3915958949 6.7474719930 11.1571846546 8.8114562593 7.9061696691 3.0867498040 4.5228404281 8.8619162948 8.9950460471 4.1692034735 7.1439372250 10.7806385137 -1.0005771935 11.1742045292 2.1692195114 2.4587232126 8.3655792536 10.3301956864 10.2238834552 6.2939001403 15.8300787277 8.1311356900 11.1770097818 5.2660668873 10.1641857760 7.9031606192 2.8066333941 4.3946856199 9.9900919059 10.0402534134 8.8541471671 9.9373880926 9.0787635227 9.5814207362 9.3457926487 5.6857804006 13.2770747439 10.6052212359 NA 11.8284069443 9.7399366824 5.6574913840 NA 6.4086694082 13.1415454779 8.3324340462 9.2460194270 8.2014025410 8.4107896721 10.6162870214 7.6467372585 10.6793746206 NA 8.6139886844 -1.0005771935 NA 10.1641857760 1.3212354350 7.0271850217 10.2436426642 10.2311000709 8.4107896721 9.6304558918 9.0893911566 11.7794699804 9.3155603435 10.4800690772 13.0059555557 2.1692195114 10.7986778625 10.5917358833 11.0143453889 10.3737749983 9.8502470138 NA 1.5842409728 1.3212354350 2.6997292934 6.3212065670 13.7887105850 11.6178937366 14.7302530585 10.6905861951 11.5565031808 3.6997181902 8.3301957985 3.8066333941 10.7802286400 11.1333842257 11.3270279578 7.4129068244 8.5804794309 10.6646147448 4.3212065670 -0.0007215279 4.7541659742 -0.0007215279 9.2672359077 13.1301710959 9.8880220255 12.0981333708 9.3007751246 5.3915958949 9.7331416155 7.8727228924 10.7265739348 12.0685607491 7.9300164012 5.5538673238 9.4917128275 11.2289989560 7.8819221331 11.0216466321 11.0926963668 11.6227031280 8.3829831967 9.7471025319 6.6029051881 13.2488367565 8.7871813580 9.6565973685 8.7118059886 8.2232806290 NA 7.1130211592 10.1884856158 1.3212354350 9.7109716972 10.6592747214 8.0840871257 10.0416221941 8.8588137246 10.3862190408 11.1035499616 10.4076085315 9.5692389142 2.9061786904 7.8034098162 9.7474716574 -0.0007215279 10.0646949435 7.3743179034 5.6717038141 12.3645076770 11.2340962626 9.3346692737 10.0174790685 9.9425262345 9.1285617468 10.8951759679 9.4658651158 10.8688727011 7.4709540931 NA 10.2777282790 4.6717066443 5.2589296650 8.2448314161 3.2472135824 10.2056826915 -1.0005771935 7.3958836816 5.2472059855 3.3916027683 NA 1.9992784721 11.5840064925 10.9762009338 10.5203884595 12.2243355905 9.3279538484 8.4587105008 6.9024981227 7.0381980102 11.3161259952 9.9701037330 8.6268125390 9.3786572726 10.5629517657 8.6322740328 10.1343467388 -1.0005771935 -0.0007215279 10.2916004502 7.1337053060 9.3851413042 8.3369005972 10.0887292844 9.9373880926 9.2835245692 0.5842890859 10.0063061598 13.8255790396 10.6949421605 0.5842890859 2.6997292934 -1.0005771935 NA 5.8066333941 13.6668339452 10.6222457830 6.6857789993 10.4380706366 NA 8.7441126460 9.1000988158 10.4107897780 9.5700831945 7.3435748241 11.1019106891 9.6822734070 10.7466326374 9.2345990349 2.5842409728 9.0299458843 10.0754263344 4.9534747825 7.4243687139 11.8376949026 -0.00572360 0.01419000 0.82950000 -0.01092200 0.83866000 -0.00595220 -0.00808120 0.83530000 -0.03912200 0.13954000 0.13954000 0.13779000 0.14370000 -0.00572360 -0.00572360 0.00000000 0.01127600 0.82317000 0.83255000 0.83255000 0.83255000 -0.00180140 0.00485790 -0.00761010 -0.00761010 -0.00973590 0.00458000 0.00458000 -0.00808120 -0.00013862 -0.00013862 0.00591370 0.00591370 -0.00138580 0.83314000 0.00360760 -0.03912200 0.13954000 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.833 0.833 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.853 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.138 0.138 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.833 0.833 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.853 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.138 0.138 11.017479 11.802603 11.073420 14.769478 8.653915 -1.000577 2.584241 9.625900 10.704246 -1.000577 7.777356 7.813060 8.822646 14.755575 7.038198 6.664615 6.692766 6.657490 6.685779 7.816262 13.493634 10.468412 3.458710 9.673471 9.971541 9.381903 5.553867 9.228097 9.836118 5.356830 12.269272 4.857259 7.770768 9.386219 7.643135 9.433907 9.2135978359 9.8681013356 9.9908007435 NA 10.7280496619 8.4001583354 10.2875682183 10.1841541870 2.5842409728 10.0572706011 9.5634283434 7.5954686012 4.5842409728 8.7591671548 5.4750135249 13.0275302631 11.6853415724 9.1439369699 13.5899243527 12.6406532579 6.4668848377 6.8258275952 10.0034993600 8.1490260998 10.4097301418 9.8525883396 4.0436769654 4.3915958949 13.4772900101 3.6997181902 10.2328985085 -1.0005771935 NA 10.3042004840 7.0920361417 12.7643576842 9.7575020202 13.0059555557 9.0436728648 8.1891035253 6.3098910264 11.1626140103 10.9454540786 13.6052791311 11.3270279578 11.3699662605 11.9048538691 9.9211197068 NA 11.0426479622 9.9985742117 10.8568711078 8.2038501056 7.8819221331 7.2376832114 9.9679456974 12.0026210613 8.2660654814 10.9596428070 6.4750119030 6.8384828905 8.3524257390 13.2612187413 11.2566666686 12.4093326172 10.3024888209 -1.0005771935 -0.0007215279 8.6892767930 12.5310257875 10.7236989096 7.2328986284 10.3457925378 11.5097958 11.7678767 9.5011161 11.2739482 5.5842410 10.5350402 9.9454541 5.8940974 9.0880671 9.6807808 5.5991928 8.2448314 12.4491819 10.4022908 10.8361182 9.5691345 2.9061787 15.1824490 8.3748178 7.1891030 8.0178406 6.7541660 7.9851207 9.6176643 9.2436427 8.5818913 5.8321685 11.2349940 9.7491482 8.0020938 11.0800963 10.5828317 11.3022033 10.9915091 1.5842410 10.8514182 1.5842410 12.4925877 7.6286351 7.1692035 9.3007751 8.9876369 12.3437134 2.8066334 9.8657851 2.6997293 10.1884856 11.5886959 9.6093808 12.3645077 11.4359904 8.3634133 10.8688727 10.9520201 10.3803080 8.2424529 10.0188696 10.2472063 NA -1.0005772 NA 9.3087552 11.3798563 8.2376837 0.5842891 8.7441126 8.3502179 11.2765662 TCGA-2Z-A9J7 63 1 139 NA kidney stage iv t2 nx m1 19-3-2015 male 2007 NA yes NA kidney papillary renal cell carcinoma yes 25 1984 white not hispanic or latino 398.27.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.38899239 9.19325823 4.60308032 0.66448284 13.02979862 9.07900896 12.85471486 -0.92057068 2.55588976 6.55525019 6.12391032 7.18804084 9.92186652 7.81422547 11.54227401 11.92265204 8.84106738 8.50158086 3.16697247 11.26066836 7.98339781 6.84106738 9.07115126 4.47183126 7.14560511 NA 1.88686226 10.76075454 10.54508253 8.49736846 4.80743736 8.63602204 9.47075973 9.82350895 7.52659939 9.48465757 8.11568979 5.26933991 10.41434804 9.61964410 6.05679593 6.46322027 1.40146664 9.23306814 9.77648370 1.40146664 7.50996893 7.45889461 9.89089078 10.20944301 6.96825898 6.26933991 10.90535737 8.97281756 8.53278682 2.40143933 1.66448284 9.40819109 8.75899633 4.20879816 3.47183776 9.77561423 6.16697850 10.68175100 4.36491556 9.71976100 8.46322027 11.93341046 9.36028679 5.99837831 15.94578084 8.95142140 9.18673329 4.07951465 10.39466569 9.33925945 1.66448284 5.64496087 9.92108042 8.73772765 8.88041616 9.54712165 9.20104961 9.20104961 8.27180895 5.86087592 13.53053402 11.80637288 NA 11.50315734 8.67079538 10.12391019 NA 8.27427284 12.65977470 8.95449762 7.83773956 7.57136888 10.03371248 10.58135332 7.39239900 8.85359495 2.77995306 9.13886054 0.07956585 NA 9.75547314 3.40143933 7.70522527 10.37757875 10.75943600 8.77125968 10.86660249 9.07386949 11.99413298 9.56735625 10.30773361 14.65449393 0.66448284 9.80143564 10.50525660 11.49420137 11.00951423 10.26004695 NA 0.07956585 1.40146664 0.66448284 7.05679593 14.29739812 10.55372902 9.21008660 10.43155955 11.07916388 0.07956585 9.14425877 3.66448284 10.25693563 11.05679606 11.11872310 4.28897125 6.30833539 10.87433814 5.03371371 1.88686226 8.01909529 1.40146664 8.92970284 14.15933421 9.90208700 12.18967315 8.54099553 7.35097895 9.65505535 8.29383532 11.23185171 7.65316323 10.37126241 9.41378932 10.19454031 10.77561431 7.11293882 11.52608256 11.95488154 13.08916983 8.11568979 10.32249965 7.92920277 13.30758322 9.01173099 9.33808206 9.32862960 9.46214007 -0.92057068 7.11293882 9.85841467 0.07956585 9.43479021 10.65505535 8.41936613 10.02569134 8.69054106 10.08584221 11.58309344 11.09562798 9.45329492 2.07953172 8.79032243 9.52866469 NA 8.27427284 8.11293935 4.77995831 13.13530694 10.90487249 9.03806876 10.10327050 9.25693563 9.23559927 11.15206075 9.74574020 10.21201589 6.91872015 4.12390618 10.39296606 3.24944534 2.77995306 7.40144445 3.07951465 10.54508253 0.07956585 7.66447857 6.06820001 6.39239986 NA NA 11.81168355 10.94215349 10.93048425 12.17886394 7.16166501 7.17754810 7.60843891 8.73594114 11.40482161 9.82770901 8.36028701 9.77125968 9.58631965 1.66448284 9.50368245 -0.92057068 NA 10.17688995 6.73056796 9.98189132 7.93126524 10.14493223 11.00729412 10.62012853 7.15097898 10.50368245 12.89939582 11.09980166 NA 0.07956585 NA 3.93749506 4.28897125 13.81776676 10.36780546 4.60308032 10.47397884 -0.92057068 8.59915225 8.56795874 10.65032056 9.08654336 7.08514099 11.59841513 8.81591800 10.04530044 9.82266754 2.66448284 8.83607245 10.30351775 4.72337289 6.89329789 12.65115029 -0.00705760 0.01042400 0.00986690 -0.00013862 2.36630000 0.00166420 -0.00774820 0.79510000 2.81590000 0.08840300 0.08840300 0.09130000 0.09130000 -0.01656700 -0.01656700 -0.00705760 0.01042400 -0.00085097 -0.00085097 0.00986690 0.00986690 0.00889200 -0.00013862 -0.00069303 -0.00069303 0.00166420 0.00352400 0.00352400 -0.00774820 -0.01188700 -0.91364000 -0.01422000 0.01153900 -0.01230000 -0.02356600 0.00388540 -0.09128700 0.08840300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.366 2.366 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.366 2.366 0.000 0.000 0.000 0.000 0.000 0.000 10.3827260 12.1232270 10.2311669 12.7969784 8.5348433 1.6644828 4.0337137 9.8690498 9.9442284 NA 8.5099685 7.6569446 9.0582266 13.7878995 4.4014462 4.7519403 7.1509790 2.8868623 5.2494415 7.5793620 9.2368631 9.4381672 -0.9205707 10.0220307 9.3385060 9.5501750 6.3741370 6.5633320 9.3309986 7.6186747 12.0847880 5.0795147 7.1456051 9.0921406 9.1320843 9.4115527 8.59126875 9.34981154 9.97357598 NA 9.52142279 8.38557772 9.88284003 9.90606457 1.66448284 9.97584854 8.69606513 7.44146024 3.47183776 8.86087592 5.89969527 13.05294445 11.56509389 9.13072499 13.28508032 12.81623515 5.94988039 7.69054071 9.57836533 6.30833539 10.44474501 10.50892289 -0.92057068 2.98641094 13.51843790 5.84770132 8.21906733 NA NA 9.69881907 4.77995831 12.57674426 9.77213161 14.65449393 8.32269027 7.71976117 6.66680629 12.00154296 9.16697900 12.84707990 11.11872310 10.92147352 12.92823686 9.83356849 0.66448284 10.45183711 8.81422579 9.71523428 8.16432470 7.11293882 7.97129983 10.15164867 12.39537328 5.89969527 11.22735704 6.47183289 7.47183370 7.85100564 14.52227857 11.59816931 11.91536916 8.87067912 0.07956585 0.66448284 9.38671698 12.68151899 11.14519813 6.98640638 10.36202544 12.0157860 10.7350469 8.8410674 11.2606684 4.3649156 11.0445789 7.1129388 2.0795317 8.0220304 10.2576270 6.0567959 8.7764837 11.1077261 8.2139426 10.2481883 9.3357249 2.8868623 14.7686678 5.5626881 5.3832965 7.5779665 5.6186762 7.7937620 9.7954782 9.1053339 8.8142258 2.8868623 6.9682590 10.0300720 6.8996953 11.3235826 10.1722732 10.3963633 11.0109924 1.6644828 9.6654176 2.0795317 12.5803082 6.4282446 7.4675338 8.5409955 9.0512176 11.6847641 -0.9205707 9.2177879 1.4014666 9.8584147 10.3798687 10.5399720 13.1353069 10.7946202 7.7625109 10.2120159 11.0724545 10.3935328 7.9028834 9.9833980 10.5733716 NA NA 4.8074374 7.7937620 11.7460197 8.5057810 NA 8.5991523 8.2113729 10.2062206 TCGA-2Z-A9J8 50 0 NA 2047 kidney stage i t1b nx mx 19-3-2015 male 2007 NA yes NA kidney papillary renal cell carcinoma yes 60 1977 white not hispanic or latino 432.22.0 NA NA 1 3 4 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.445349970 10.178579706 7.198803522 1.417433988 13.792788932 7.844526260 13.847243007 NA 2.974492602 8.066700053 5.158910565 5.964338557 9.880968307 7.068495622 11.870457351 11.075878677 9.935113324 7.544148413 6.864526655 10.924990900 8.107442030 4.665370030 13.898486568 2.324320983 4.809759127 NA NA 9.420961924 10.412857828 9.193054159 3.275424296 8.790309069 9.685986038 9.942964837 9.958540681 9.991091241 8.021070469 5.158910565 4.324335386 9.929690708 7.567190997 9.815118591 -0.582512001 10.531837007 9.026622754 3.061292338 10.454304435 7.572262141 10.405063262 11.285494870 7.895202027 13.250630582 10.847616850 10.302965007 8.240811363 5.852071270 2.117894480 9.861941256 7.145364634 3.626894653 5.211861046 11.003345453 2.587364991 10.294344589 9.124803199 2.117894480 8.313776424 10.436687185 10.435991889 6.096923836 15.432543209 8.695893622 11.744154367 4.032153753 9.847373733 8.182315388 3.587364991 1.587364991 8.755065824 9.565284903 9.669518107 9.251915036 10.336307269 9.318310740 10.055427240 6.117884093 12.112998557 11.073645401 -1.582512001 11.771004377 9.598161210 6.198804504 NA 5.546727807 12.208199754 8.185628223 9.386110807 7.131689279 8.410382236 10.735421817 8.540271816 10.724536619 -1.582512001 8.955633054 NA NA 9.359225308 2.324320983 8.565920421 10.669222224 10.140251555 8.691239622 9.988248404 9.513500220 11.451340124 9.425172045 10.733159669 12.754229477 0.739329676 10.630703144 10.394366012 10.523352495 10.147914139 9.504906758 NA 0.417487999 1.739372885 2.587364991 4.002405491 14.012992882 11.884794827 13.541928842 10.469332693 11.441198355 2.587364991 7.716652123 7.905284102 10.717510469 10.600769188 11.683149858 5.948825083 7.607268905 10.709765614 -0.582512001 3.275424296 5.748361937 -1.582512001 9.176500056 13.894348385 10.194288272 9.246373882 9.505569629 6.572262141 10.214700267 8.218343818 10.269903234 11.091415485 7.541565173 1.587364991 8.379805047 10.552191162 8.177332326 11.486054348 10.419907418 10.777468046 10.154691298 9.907793500 2.041558406 12.989670505 8.742749336 10.390064889 8.054068651 8.022923698 0.417487999 8.283177274 9.742749505 1.587364991 9.225185260 11.598285546 8.499593194 10.699663714 9.178163866 10.105257054 12.225905475 10.141957801 8.019084723 4.417440740 7.852072519 10.391499986 NA 11.197778731 7.155536747 6.439812603 12.114737386 10.146639822 10.080112393 10.573843131 9.752275932 8.723505661 10.843480719 9.654653928 10.484542181 9.204530308 -0.582512001 9.219960333 4.739372885 6.348003970 11.893810480 0.002450499 11.308658083 0.002450499 7.607268905 6.598944275 3.371642495 NA 0.002450499 11.092960055 10.950773706 11.081669039 11.702412667 9.764511701 8.465862668 6.882643049 8.837404022 10.522370261 10.790037033 9.554435173 10.437034707 10.525968425 7.835296295 9.587994982 -1.582512001 -0.582512001 9.674242417 8.410382236 9.852072206 7.981593538 9.908796099 11.782672829 8.818323332 0.417487999 11.014798256 12.042582031 10.674831804 NA 2.417433988 -1.582512001 -1.582512001 6.224798555 13.781168113 8.834241591 7.952719119 10.497595302 -0.582512001 8.934129002 9.175058963 10.723505661 9.817255982 7.351134473 11.713930065 9.992510419 10.825773705 9.765840193 4.002405491 9.714933553 9.121347535 6.041326226 8.508363679 9.795738867 0.00521770 0.00549570 0.00688630 -0.00227380 0.00396720 0.00438390 -0.00877140 -0.01263200 -0.03046000 -0.12764000 -0.12764000 -0.12848000 -0.12848000 -0.85046000 0.00632990 0.00521770 -0.01042700 0.00688630 0.00688630 0.00688630 0.00688630 0.02631600 -0.85078000 -0.83530000 -0.83530000 0.00000000 0.00022024 0.00022024 -0.61243000 -0.00199680 -0.00199680 -0.01001300 -0.82539000 0.00035889 -0.01332100 -0.00047286 -0.03046000 -0.12764000 -0.842 -0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 -0.842 -0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 9.615275034 11.679098219 10.540595458 13.601156909 8.919281081 0.002450499 4.275424296 9.503580300 9.775771083 -1.582512001 8.138543160 6.577315523 9.023849144 13.478646399 5.809761699 6.968191000 7.494259587 8.538977687 8.082779750 8.630548173 9.172331492 11.062652104 3.626894653 10.020606651 9.878053519 10.106568436 4.546727807 13.819156854 10.354449957 5.909297887 12.314806400 4.925239905 7.707462671 8.731460578 7.816187522 10.530860632 9.358492 9.559551 9.741625 NA 9.500923 9.331829 9.124803 10.377808 5.103947 9.848942 10.524007 7.198804 3.702846 9.353346 4.587371 13.700605 11.538654 9.261365 13.309939 12.639484 6.679539 10.261758 10.085886 6.670110 9.765619 14.402886 3.546722 3.546722 12.502999 4.089871 8.397584 -1.582512 NA 11.759519 9.164798 11.925486 9.699953 12.754229 9.121348 8.479490 6.061083 5.693568 11.334070 13.158490 11.683150 11.168988 13.295447 10.526948 NA 11.234628 10.769763 10.218344 9.332576 8.177332 8.290888 10.118750 11.923132 8.797905 11.103942 4.525969 6.757294 8.163959 13.561391 11.888103 12.458675 9.951747 NA 0.417488 11.176916 12.583136 11.106330 6.536386 10.705445 11.271728023 12.526213459 9.935113324 10.924990900 5.546727807 9.789220620 7.985400240 4.198800576 9.247959309 11.333241238 7.567190997 7.306187492 12.523098004 10.122644379 11.557794517 9.529231804 -0.582512001 13.060905651 8.197426078 7.679538510 7.559525463 7.039495952 8.512841181 10.190995285 9.549429484 9.072080068 4.739372885 11.000291609 9.842659908 8.567190997 11.173374763 10.750878877 10.415329073 9.538977493 0.417487999 10.140678337 0.002450499 12.258115725 8.949799870 9.614046125 9.505569629 9.266223405 12.959931805 1.417433988 9.123076402 1.587364991 9.742749505 10.465930910 9.899243467 12.114737386 11.518598968 8.723505661 10.484542181 11.256057038 10.538005940 8.289349429 10.000056495 9.578575919 NA 2.876880337 8.143662287 7.860387417 9.523823813 9.704579268 -1.582512001 8.934129002 8.553153116 10.833449741 TCGA-2Z-A9J9 77 0 NA 2294 kidney stage i t1a nx mx 19-3-2015 male 2006 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 432.22.0 NA NA 2 1 1 2 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.9051810 10.1418110 7.0607813 6.0967004 10.4444125 4.6563190 12.1924865 0.1659441 0.5070081 4.1355923 10.0475869 8.3931776 11.0902807 8.6921363 11.8128217 8.5838154 10.2275593 7.9451354 2.0404366 10.8360291 8.3392238 6.8802080 8.8617712 NA 6.5922283 -1.4188898 -0.4190827 10.3721635 10.3644081 8.7633950 2.2814312 8.2744876 9.5043280 10.1785875 9.5568486 10.0793512 9.5293677 5.0404322 3.9029322 9.7540530 5.5922268 7.9186224 1.9029225 10.3467010 11.1720553 0.5810137 9.5322852 8.4878911 9.9776054 10.7272510 7.9861418 7.3623603 11.1736911 9.0030653 8.2048821 5.0728518 -1.4188898 9.3802823 8.6947427 2.2814312 5.8383896 9.0828378 0.5810137 10.5333778 8.2302568 2.9733174 10.7005804 11.8916133 9.2525415 10.3437978 16.0312694 8.1640833 10.3598990 4.8477865 10.2999615 8.1771903 6.1584299 3.6306268 13.0021449 8.5172261 8.9252966 10.1645535 9.8182105 8.2481121 9.1307852 7.2814405 13.6420341 10.8019834 NA 11.9186224 10.1627520 11.8806379 NA 4.1659602 11.7788315 8.4773329 9.1422886 7.8001693 5.5351976 11.0713501 9.2525415 7.3281193 3.6684596 8.8984130 1.3883549 NA 9.9023650 4.7708238 8.9700941 9.4413117 11.0640605 8.5395532 8.6777158 10.3582558 11.7348344 9.7590428 10.4509798 12.5143224 1.5810137 11.0674107 10.8489576 10.3512514 9.1045626 10.1480059 NA -0.4190827 6.2103577 -1.4188898 5.5467834 13.6619429 7.5205794 3.8289260 9.2094461 9.7609097 1.7509066 8.6335685 7.6497785 10.8295211 9.9352499 11.3247010 8.8301140 5.0072673 11.0524217 4.8477865 7.8430951 3.0404366 0.9029611 10.2044248 14.0581263 9.4796018 11.5227818 9.5639942 6.4878915 10.6460800 7.5293681 10.1628272 11.0463119 11.0663267 11.2924524 10.7289718 10.0892905 8.4803576 11.7301125 12.2268841 11.0298912 7.5293681 9.3433825 3.3364262 12.2312670 9.1603164 9.6591514 8.9063059 8.9074300 -1.4188898 9.2094461 11.1084775 7.2977169 6.4604608 10.4912685 9.0668297 11.2318279 9.9554966 10.5718136 11.2628977 9.6199195 8.9558879 4.5117400 8.2445584 10.4393702 0.5810137 10.9091145 9.9614616 7.2569578 13.5931886 10.0976855 8.5767678 10.3831129 9.1874058 10.0332418 10.6226289 9.0678355 10.8422140 9.1461025 0.1659441 11.4434442 7.2392118 0.5810137 1.3883549 4.4389848 10.8247696 5.3089215 10.4911411 6.3262371 4.8664036 NA 0.9029611 11.3176139 10.4170509 11.1355894 11.9243251 7.6684631 9.5878947 5.5145736 10.9121974 11.0422241 11.3016723 8.5936249 10.1259650 11.8217919 NA 8.2194362 0.9029611 -1.4188898 10.5268101 8.3291936 8.8122216 8.0768557 9.4651711 11.1118945 14.1137522 0.9029611 11.5591747 11.4498231 10.3762285 0.1659441 3.0404366 -0.4190827 NA 6.0887946 15.3494563 10.0783534 8.0848265 11.3629749 NA 7.5753539 8.8885658 9.2657491 10.2766638 7.7977465 11.4523283 9.8348480 11.0143252 10.3203592 7.5410021 10.9040553 8.8122216 5.6958881 8.4792391 10.0823401 -0.00055444 0.00117390 0.00116670 0.00541390 -0.00097017 0.00055459 0.00903120 0.00249690 -0.00332430 0.00541390 0.00541390 0.00541390 0.00541390 -0.00055444 -0.00055444 -0.00055444 0.00117390 0.00166420 0.00166420 0.00166420 0.00166420 -0.00484610 -0.00566850 0.00000000 0.00000000 -0.02753500 0.00750000 -0.00628900 -0.00387790 0.00069327 0.00069327 0.00208050 -0.00320380 -0.00241040 -0.00069303 0.00166420 -0.00332430 0.00541390 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12.2795967 12.5701289 9.1035821 10.5714591 9.7025341 NA 2.9029225 10.0552134 11.2295828 0.9029611 9.9175071 9.5322852 9.3275149 8.8652464 6.0567331 6.0808474 6.8430957 8.9163910 6.8098196 8.7989581 10.4552135 9.9882683 2.3883549 8.7433918 9.8523759 9.8876319 7.1006371 0.1659441 10.9746592 10.8588691 12.3312752 3.6253991 7.0648160 8.2030523 9.8692899 10.3635893 9.8164165 10.3329630 7.7102837 NA 10.6260776 9.2840389 8.0486062 11.0412004 3.5351945 10.3754164 9.3383905 6.2248564 7.3656357 9.6005913 7.6362831 12.6992928 10.6369608 9.9657843 13.1829454 13.7943326 6.6947423 9.6288060 9.7664954 6.3089215 9.5561320 9.1537007 10.0301491 5.4998650 14.0826823 9.0311807 10.5194774 9.0083135 2.0404366 9.3859383 7.2320525 13.2162652 10.0311808 12.5143224 9.3249935 7.8312990 8.2526300 14.2308742 10.2547512 16.2775402 11.3247010 11.6658089 13.7533890 11.0731041 2.0404366 10.6294874 10.8232815 10.3721635 9.1394211 8.4803576 8.5308273 10.3927766 12.7876334 8.5810005 11.4309842 0.1659441 5.9988522 9.0708484 14.3497801 10.8935999 12.6610686 6.3754166 -0.4190827 NA 10.7361350 12.5444385 11.4856258 7.9186224 11.0761060 11.657983 12.510721 10.227559 10.836029 6.925297 10.601633 9.672436 5.023943 9.302954 13.884993 5.592227 7.514691 13.181469 8.480358 11.819555 10.721511 3.750928 14.344887 6.876494 6.938553 7.392536 9.420992 9.299533 9.955497 8.860611 9.149555 7.394782 10.590129 9.466697 9.942944 10.566487 10.045036 11.088795 12.447796 1.581014 9.436648 2.388355 13.602904 8.510259 7.072854 9.563994 9.488545 11.915134 2.388355 7.460584 7.345872 11.108478 10.953594 10.694417 13.593189 10.993835 10.463261 10.842214 10.704152 11.288073 9.610978 10.138943 10.291377 -1.418890 3.335883 NA 9.647762 11.241208 9.600591 2.668460 7.575354 8.251657 11.229133 TCGA-2Z-A9JD 66 0 NA 1060 kidney stage i t1a nx mx 19-3-2015 male 2009 NA yes NA kidney papillary renal cell carcinoma yes 40 1961 white not hispanic or latino 432.22.0 NA NA 1 3 4 2 1 2 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8094513 9.7567985 7.1189836 NA 12.8010878 10.5249359 13.6974836 NA 1.6545730 8.8077825 5.9108765 5.9108765 10.3108720 7.8309721 11.3742594 11.5594505 9.8897344 8.9278763 4.8077825 8.1640305 7.2178017 6.9170808 8.8746688 NA 5.0752631 NA NA 10.9537618 9.9983388 8.4516385 6.3838114 8.5123265 9.4505696 9.7892969 7.3008220 9.9843712 7.3290195 3.8602477 9.1337125 9.9454378 1.3748447 7.1350443 5.0301727 10.3988545 8.9582818 1.0529027 8.3290195 7.5527406 9.4279344 10.4076953 7.7533344 3.5764617 11.5976566 8.7417397 7.7358897 4.3748239 1.3748447 9.4082461 7.2768967 3.5764617 3.8077774 10.3669116 -0.9470277 10.5552295 4.9355399 -0.9470277 10.3849147 14.3615539 10.9935756 6.1189847 15.5504038 8.0330347 11.2080294 4.1403615 9.6740310 7.8077825 2.5123280 4.3008193 10.6940435 11.1196266 8.5286284 9.3838118 7.7739943 9.7012526 8.8010878 6.5764571 13.6267196 11.4126445 NA 11.6253584 9.3412419 6.6967506 NA 6.7533344 13.6756332 8.4365991 9.5071943 7.1027432 8.8682784 10.6284342 8.5764568 12.5531767 NA 9.2178019 -0.9470277 NA 9.1203294 1.0529027 7.5527406 10.7829405 10.2377703 8.9821534 9.1627257 7.7739943 11.4591930 9.4739078 10.4473577 14.0805418 2.7533264 10.3774918 10.9961423 11.1396947 10.0308903 11.1267018 NA -0.9470277 -0.9470277 -0.9470277 4.0070878 13.6093411 8.0780344 14.3596331 9.9194012 10.5015275 2.9597887 7.8983849 4.5123280 11.2349789 10.3515304 11.1524071 5.9597864 5.6227518 10.2762933 6.5920533 1.0529027 2.9597887 1.6378421 7.7637017 13.5514326 10.5010112 10.0027216 9.0808010 4.4104497 9.4082461 7.8537948 10.0052285 13.6597628 9.2781023 5.2026410 9.6620921 12.0078183 8.1216734 11.3457917 10.7301742 11.4173032 9.6218012 9.3498111 8.2575151 12.8323065 8.8554114 10.1423454 8.4999782 8.7825157 NA 7.2672137 10.2823147 0.1025909 10.3385688 10.8497458 8.7182308 10.9370655 9.3055604 10.2334258 11.1844304 10.4601627 9.0351328 2.0529027 5.9836321 9.8952454 0.6378421 9.5205004 8.2253227 5.7533344 12.8111182 11.3049690 9.1054631 9.8999523 10.3905169 9.6602252 10.8378201 9.4290204 10.5025594 7.2525670 -0.9470277 9.8102850 3.3748169 2.0529027 9.9784493 2.9597887 11.3193887 -0.9470277 5.5606905 5.2623467 2.0529027 NA NA 11.9702670 10.7257622 10.7336940 11.3722848 11.1466426 8.7012347 7.2664849 7.8505563 11.0769957 10.6532725 9.4126446 9.8706780 11.5961685 3.6378537 8.8920986 0.0528332 NA 9.9224888 7.7977290 8.9446787 8.3126384 9.5930230 13.1799220 12.2643270 2.3748169 8.6055640 8.6931398 10.0543031 NA 5.2171997 NA NA 6.7943626 12.6959619 9.3348250 7.0358889 10.8952453 -0.9470277 9.0458334 8.8916261 10.2108734 10.3085137 6.7111066 11.4156607 10.1303783 10.8754658 9.1640307 3.6378537 7.4235824 8.7515996 4.4791594 6.0536827 10.9194012 -0.0056757 0.0027745 -0.0076101 0.0048579 0.7552800 0.0032779 -0.0048461 0.7258400 -0.0399320 0.0427320 0.0548850 0.0548850 0.0548850 -0.0056757 -0.0056757 -0.0056757 0.0027745 -0.0076101 -0.0076101 -0.0076101 -0.0076101 0.0048579 0.0048579 0.0011093 0.0011093 -0.0008316 0.0000000 0.0000000 -0.0048461 0.0030522 0.0030522 0.0033299 0.0033299 -0.0042929 -0.0071958 0.0056919 -0.0399320 0.0427320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 9.6886131 12.1293766 9.8738716 15.7904592 9.2972588 NA 4.6074842 9.6179971 10.1131179 -0.9470277 7.9294117 8.0557098 9.0959223 14.2744065 4.7253213 3.5764617 7.4791594 3.3748169 5.4791594 8.0641224 10.4973922 10.4382181 -0.9470277 9.5803720 11.0752627 9.9976070 5.3927433 4.1821758 9.2115046 5.9717574 11.8981772 3.4452102 6.1189847 8.6639199 6.7393958 10.0564128 9.2586883 10.0979721 9.7952044 NA 9.6877060 8.7859101 9.9085421 10.6953980 3.7533371 10.4633463 9.1522428 7.5487503 3.3748169 9.2550189 4.1821758 13.9770579 11.1682638 8.9324782 13.8397261 13.0264130 6.5606890 6.4192169 9.1962783 4.2623505 10.5148859 8.9998013 1.3748447 6.7808153 13.1619094 2.9597887 9.6537370 0.6378421 -0.9470277 10.3486639 7.5725312 12.8293280 9.1297106 14.0805418 8.5666226 9.4137419 4.8229290 7.8309721 13.2749351 13.3510291 11.1524071 11.6115548 12.8796420 10.0230008 NA 11.1068208 9.8036019 10.7795389 8.3725669 8.1216734 7.6528077 9.8027643 12.7187860 7.4791594 11.4417195 4.7533371 6.8144466 6.8602502 13.4182024 12.1074993 12.2051798 9.5407350 0.0528332 0.0528332 10.0924995 11.9322867 11.1132160 7.5881704 10.8317934 11.0005319 12.5354508 9.8897344 8.1640305 4.5123280 11.5354508 7.3703073 3.8077774 9.0486621 11.3207058 1.3748447 8.0041794 12.3249356 10.2427196 11.0557100 9.8219063 2.2228046 14.9285243 6.3356119 6.0415803 8.3797739 5.7671410 9.0863180 9.9545161 10.8163771 8.8873659 3.5123280 11.2290681 9.9484702 8.8842023 11.0546550 9.9085421 10.7727115 11.3843718 0.6378421 10.3043773 4.0972905 12.5462964 8.7688569 7.4104471 9.0808010 9.3752626 12.6548978 -0.9470277 9.4718016 1.6378421 10.2823147 10.9297955 10.1095327 12.8111182 12.0299959 8.8873659 10.5025594 10.4430639 10.6779005 8.6804288 9.7884510 9.6472195 0.0528332 5.5123280 NA 7.9657843 11.3314925 9.8714771 -0.9470277 9.0458334 8.3313442 11.3980230 TCGA-2Z-A9JE 59 0 NA 1728 kidney stage i t1a nx mx 19-3-2015 male 2010 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6383452 9.8141952 4.9538472 1.7839176 13.0372631 8.7277932 13.3387850 -1.0235630 0.4619476 6.8157714 5.4359986 6.7903485 9.9028632 7.8683509 11.9935495 11.8062899 9.1552321 8.2688886 5.7839228 8.6942437 9.0929112 5.6234484 9.7999662 2.5615217 6.1762390 NA -1.0235630 10.3286106 10.2239014 8.7044878 5.6770064 8.6131920 9.5894356 9.2137772 8.5215317 9.7546444 7.7010812 6.4277788 7.0903094 8.9190817 7.0264161 10.9187152 4.0209644 10.2515276 9.6222256 0.9765836 8.7562864 6.6700543 9.9322171 10.6027325 7.2053857 2.1464923 11.3002919 10.1456466 7.7677303 5.1058499 -0.0234164 9.4195107 8.5708917 4.2984970 4.6489946 10.3219725 -0.0234164 10.4487504 7.1161183 5.9765676 8.0798549 11.9437935 9.5388095 7.4523006 16.0072559 7.8500111 9.9723344 3.8345494 10.2677379 8.8453897 2.6770120 4.3505609 10.6172640 9.8615009 9.6086537 9.8094572 9.3635075 9.2041830 6.9989345 6.1364396 13.9471675 12.0912856 NA 11.8967339 8.4446211 7.4441726 NA 7.3252956 13.5380938 8.9779753 8.4922670 7.9307634 10.5321150 10.5006191 7.2526919 6.4257983 0.5614972 7.5040443 NA NA 9.4236504 1.9765836 8.2665860 10.0298144 10.1577194 8.8774341 11.1042391 9.5764800 11.1205498 9.5397635 10.5468974 15.2320200 -1.0235630 9.2694294 10.2310054 11.2911504 9.5292363 10.3901952 NA 0.9765836 1.2984824 -1.0235630 9.0127407 13.8184264 7.4482427 8.8998946 11.1402169 11.2760615 4.8094556 8.3645847 7.5652819 10.3385110 10.9825426 11.2813834 5.2053847 5.5311569 10.6303080 7.9989351 3.2244880 8.0798549 0.5614972 8.3186418 13.2459861 9.2996220 11.3203081 8.8031156 4.8345494 9.3667362 8.3230809 11.3498511 6.7967457 10.2538546 4.8592093 9.5598663 11.0600465 7.0903094 11.6020477 10.9263939 12.0170282 9.0493697 10.2849062 7.5034966 13.4519207 8.8728995 8.9821919 9.1908864 8.6700543 NA 7.4883198 10.0072343 -0.0234164 10.1538435 11.1266318 8.1489946 10.2215256 8.8774341 10.5464228 11.7782756 11.2065876 9.5872600 4.2984970 8.7430962 9.6604392 NA 6.9595604 8.7061879 3.6204222 13.1482131 10.8830821 9.0600466 9.7155039 8.9680890 9.0798551 11.4587399 9.9365692 10.1969456 6.1663921 -1.0235630 10.0466882 4.6204222 1.9765836 6.5912770 3.0640378 10.2843373 4.7314548 8.7197187 5.1464923 4.1464923 NA 0.5614972 12.2169114 11.6824155 10.8228411 12.0585499 8.1439852 6.3241445 7.4179343 8.3141890 11.4400916 10.3559456 8.4922670 9.5736887 10.6639429 0.9765836 9.6942437 NA NA 9.9278519 6.0745996 9.9102579 7.8864605 10.0086129 10.1237721 8.4257157 1.2984824 9.0440017 13.4000114 10.6678746 -0.0234164 4.6489946 -1.0235630 0.9765836 3.9765653 14.0053798 10.0857449 4.7839228 10.5147562 NA 8.5176639 8.7291319 10.6556074 9.4563474 6.2984952 11.7693575 9.3417961 10.7939507 9.8007304 3.4360019 8.6821997 8.8484724 4.2426025 6.6738122 12.2639910 -0.00719300 0.00847430 -0.01473400 0.00041593 1.60710000 0.00291330 -0.00387790 0.79549000 2.20700000 0.04457400 0.08594300 0.08594300 0.08085400 -0.00013862 -0.00013862 -0.00719300 0.00847430 -0.01903100 -0.01903100 -0.01903100 -0.00968060 0.00000000 0.00471900 -0.00249380 -0.00515070 -0.00172190 0.00097064 0.00097064 -0.00387790 -0.39842000 -0.39842000 0.00371360 0.00371360 -0.00679750 -0.00041585 0.01363200 -0.06262900 0.04457400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.617 1.617 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.617 1.617 0.000 0.000 0.000 0.000 0.000 0.000 10.551634 12.062703 10.733957 11.949726 8.053383 NA 3.834549 9.839979 9.805323 NA 8.707886 6.731455 9.026416 13.525509 5.334118 5.976568 6.846932 5.871385 5.731455 7.431895 9.224495 10.034559 1.976584 9.881954 10.005806 9.243354 5.796746 4.976565 9.054718 7.538810 12.344935 5.846932 7.090309 9.177466 7.809458 9.701933 8.5292365 9.6665652 9.8329927 NA 8.5273140 8.7397796 10.2368987 10.1237721 3.6770120 10.5615297 9.1122766 7.4070196 3.6204222 8.7839222 5.9652510 13.0993143 12.2763476 9.2089881 13.8953839 12.0048186 6.2433530 8.2984952 10.0168569 5.6908138 10.6276189 10.1682434 1.5615461 7.9013798 14.1107528 5.8954311 7.8804492 2.9765653 NA 9.7959479 4.7314548 12.5897811 9.0058544 15.2320200 8.2642798 8.4784044 6.0967531 10.8664513 9.8197031 11.7459919 11.2813834 11.4964491 12.8336735 9.9659617 -0.0234164 10.3483439 9.3141892 9.6630678 7.9307634 7.0903094 7.6595621 10.2990587 12.1532079 6.1464923 11.3258484 6.6770064 7.9336694 6.0099898 13.9047672 11.4441727 11.9897154 8.9481108 -0.0234164 NA 8.2665860 12.5234617 11.1893371 7.7112767 10.3864884 11.8185246 11.5191155 9.1552321 8.6942437 3.9307657 11.1055281 7.6525245 2.4360019 8.3667362 11.1744074 7.0264161 8.8576812 11.5664524 8.8453897 10.7819080 9.3130737 2.2984824 14.8711482 6.3192639 6.9538472 7.4869750 5.7967457 7.2526919 9.9919822 9.1676264 8.8933722 3.5001264 8.8141950 9.5866692 7.4603830 11.8039099 10.1670092 11.6903833 10.8868351 3.8834546 9.5511607 1.9765836 12.4778558 6.6347791 7.1663921 8.8031156 9.3794408 12.1419453 1.2984824 9.6839264 -0.0234164 10.0072343 10.4883199 9.6726654 13.1482131 10.9853459 7.6770071 10.1969456 10.7693575 10.4912812 7.1564765 10.3330191 10.9445139 NA 0.9765836 1.9765836 7.4764133 11.3540814 8.3731718 NA 8.5176639 8.6186190 10.6276189 TCGA-2Z-A9JG 64 0 NA 1662 kidney stage i t1a nx mx 19-3-2015 male 2010 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 3 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.10130274 10.41293878 5.68241037 -1.50758276 12.07801794 9.83216864 14.29928655 NA -1.16262184 6.00038091 5.69225701 6.59587360 10.64930100 8.47557943 11.90753534 9.69103089 10.07848735 9.12558111 5.03174365 10.69868453 7.81225818 5.15322166 12.36631836 -1.50758276 4.86762470 -1.50758276 4.27394848 10.36179412 10.27148439 8.15792188 5.37523062 9.52256329 8.71054369 9.59193369 9.53424510 9.52669700 8.66251101 5.24747185 10.22008093 10.16986514 3.01613970 10.32666183 6.37522888 10.40247896 9.06528606 2.88491045 9.40397790 8.43069507 9.40995793 10.72110397 7.49821017 6.98042637 10.59605732 8.61651319 9.17733457 3.98444352 2.29994795 9.43949224 8.97034407 -0.50737767 6.22050602 10.11326397 1.07751647 10.08784335 4.58004898 9.77335667 9.79232618 10.57340340 10.97564588 6.45837052 15.67561060 8.53561326 11.22919921 4.62187019 10.34120879 6.98844043 2.29994795 3.26816487 9.90250717 9.65749281 9.59980296 9.58468239 9.05959133 8.67993782 9.22050627 5.48126988 13.12739696 11.01712764 4.01614862 11.45113861 9.33302561 8.51217670 NA 7.07754851 12.08165180 8.21197490 10.23615810 7.78029829 9.76754639 10.86327334 7.97841531 10.06456131 4.07755065 9.64487077 0.81450941 0.07751647 11.04981024 2.39947191 7.33178940 9.99889346 11.14004432 8.16147103 9.76812840 8.60762955 12.05819022 9.56739638 10.20726073 13.10118726 2.07755065 11.74504585 10.71054361 10.79693724 9.02006293 10.44241265 NA -0.50737767 0.07751647 0.81450941 9.56069241 14.34918164 10.07566873 12.97640168 9.72620555 10.46950792 2.29994795 7.99641191 6.54786776 11.19972933 11.64010884 11.54405826 6.29994063 8.05864011 11.48268984 5.64233190 3.19303050 4.49258388 0.07751647 9.67187309 13.46637294 11.19584062 11.14116817 8.75702858 6.74997398 9.35522334 7.97841531 9.91615878 10.38702471 8.88275492 6.09991583 9.93418135 10.90674256 7.96629145 12.11440884 10.40921186 11.76127409 10.31515670 8.88704846 7.40885364 12.74273624 8.91149266 9.47842786 8.51356575 6.12194166 -1.50758276 7.22050602 10.96933212 0.07751647 9.65021706 11.35754579 8.26572521 10.71175446 9.44459916 10.35599785 11.30776901 9.91201942 9.37251381 2.07755065 7.33807582 9.46556559 -1.50758276 10.43949214 8.88704846 5.91885131 12.22252523 10.85260995 9.52600893 11.14161748 9.97488963 8.99938926 10.56708193 8.66125792 10.45403562 9.08504297 4.83243435 10.10453284 4.37522714 0.81450941 8.77103546 2.81450941 10.99068717 3.19303050 6.90197707 6.08541616 6.21368556 NA -0.50737767 11.56639274 10.84131408 10.38018733 11.55040843 8.68241037 10.29089572 5.79151977 7.36910262 10.17338495 10.50101451 9.64803665 9.78605754 11.97413309 6.44678225 10.32981965 0.07751647 1.07751647 9.68980251 7.83909983 9.52600893 9.21539346 9.67684143 11.23889025 9.74288438 0.07751647 10.56538840 12.34657764 9.89132956 NA 4.19302261 -0.50737767 5.88490313 7.07378596 14.24880340 9.62508561 7.38132923 11.28293441 NA 8.68241037 9.67429098 9.86545089 9.42553882 7.92512772 11.16501123 9.70203932 10.63883636 10.14034564 4.72140547 9.05196286 9.48623188 4.89636389 6.88961834 10.89613059 -0.5651600 0.0000000 -0.5655000 0.0178240 0.0102850 0.0115510 0.0273570 0.0451410 -0.5384500 -0.1985000 -0.1985000 -0.1985000 -0.1985000 -0.5547700 -0.5547700 -0.5651600 0.0000000 -0.5655000 -0.5655000 -0.5655000 -0.5655000 0.0227250 0.0178240 -0.5739700 -0.5739700 0.0157270 -0.5662100 -0.5662100 0.0217440 -0.5770400 -0.5831800 -0.0036011 -0.0036011 -0.5699200 0.0083676 -0.6524900 -0.5384500 -0.1985000 0.000 0.000 -0.577 -0.577 1.069 1.069 0.000 -0.570 -0.563 0.000 0.000 0.000 0.000 -0.652 -0.652 -0.538 -0.538 -0.555 -0.555 1.005 1.005 0.000 -0.550 0.000 0.000 -0.565 -0.565 0.000 0.000 0.000 0.000 -0.574 -0.574 0.000 0.000 0.000 0.000 -0.566 -0.566 -0.198 -0.198 0.000 0.000 -0.577 -0.577 1.069 1.069 0.000 -0.570 -0.563 0.000 0.000 0.000 0.000 -0.652 -0.652 -0.538 -0.538 -0.555 -0.555 1.005 1.005 0.000 -0.550 0.000 0.000 -0.565 -0.565 0.000 0.000 0.000 0.000 -0.574 -0.574 0.000 0.000 0.000 0.000 -0.566 -0.566 -0.198 -0.198 10.186073 11.764924 11.156144 11.487646 9.921470 2.580049 3.193030 9.568065 9.914961 -1.507583 7.423324 5.260771 8.871964 14.060126 6.077549 6.446782 6.325476 6.692258 5.876291 7.839100 9.264900 9.844629 6.312765 9.232366 10.673117 10.917802 4.580049 7.523253 10.135089 6.492585 11.806733 7.157922 7.147222 7.893465 6.616708 10.403229 8.85672057 9.83632687 8.95815219 0.07751647 10.52152791 8.15614377 8.35986462 10.93033795 4.37522714 10.00631345 9.18781426 8.08130074 4.72140547 9.37828228 8.00631373 13.58286376 11.66548213 9.79522488 13.17431845 12.09875164 7.32547636 6.93137813 10.46377018 8.35367263 10.25870064 9.82965028 3.88490069 3.66251315 13.34940046 5.46986645 10.52875952 -0.50737767 -1.50758276 10.32151574 7.59324843 12.78490753 9.22050627 13.10118726 9.52118268 8.73813855 6.19003996 5.49258708 11.82224210 12.26417852 11.54405826 11.30014209 12.91116328 10.65497724 -0.50737767 11.08012905 9.68426209 10.52497603 8.94070208 7.96629145 8.03755025 9.57672997 12.72440708 9.04140782 12.03537355 6.85013807 7.09249923 8.49680625 13.09237964 11.25351371 12.90045112 8.11646717 NA -1.50758276 8.86653867 12.45927159 10.47163234 6.85890850 11.08667717 11.31535587 12.62933676 10.07848735 10.69868453 5.44678225 10.54141330 10.92329978 2.49259669 9.51910940 9.88389936 3.01613970 7.50101471 11.89117195 9.72680466 11.19692186 9.28862549 0.81450941 14.68903434 7.81097065 6.49258548 7.98760169 6.70203967 8.72860013 9.57805845 9.25579835 8.64613781 6.36295024 11.09528479 9.62957701 9.41591349 10.70569009 10.09945367 10.98769143 11.06291601 0.07751647 9.63788118 1.29994795 12.40776224 8.98343686 7.30956912 8.75702858 8.94367347 12.99367668 5.33807493 8.49821057 -0.50737767 10.96933212 10.43912671 11.19670570 12.22252523 11.23993971 8.56136433 10.45403562 10.34355406 10.32007947 5.67249606 9.91937480 10.23236648 0.81450941 -1.50758276 NA 9.52807234 10.66653160 8.67125091 -0.50737767 8.68241037 7.38436933 10.67404879 TCGA-2Z-A9JI 38 0 NA 1567 kidney stage iii t3a nx mx 19-3-2015 male 2010 NA yes NA kidney papillary renal cell carcinoma yes 23 1984 white not hispanic or latino 432.22.0 NA NA 3 2 4 2 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3433845 9.9500639 7.8447692 -1.1913266 8.3360722 4.1017425 12.0336521 NA 2.8599695 6.3708373 8.5279840 7.0082673 10.4964083 8.0131663 12.2971886 9.6548692 10.0033521 8.9039924 4.6665748 10.2908991 9.0180485 6.3004477 11.6799230 4.6665748 5.6540861 NA NA 9.4668068 9.1771018 8.7656972 5.8638765 8.5866724 9.2731410 10.4005850 10.8773736 10.5924120 8.0706899 6.5634831 8.3223230 10.4379519 7.0893657 10.7883777 6.9835215 10.0021206 9.1683449 4.5634815 11.3445996 8.8351188 10.4574022 10.5664019 8.0301827 7.5534289 10.1114113 9.7811587 8.8907443 1.1305356 5.9583416 10.0974613 9.1361478 4.2009123 7.2051999 9.8008255 0.3935260 10.0870447 9.7132299 5.4810212 8.8651381 13.1484453 11.3581393 9.0963077 14.9083745 8.0156096 10.7707683 4.7627900 10.6599539 7.7801388 3.6665748 3.5500634 10.1226120 9.0636237 8.9583425 9.8212198 9.4140748 9.4632313 8.2964354 5.6540861 12.2057351 10.6078769 NA 12.0884960 9.8851437 6.9171202 0.3935260 9.5055629 11.8382276 8.0706899 9.7274585 8.8488849 9.8114103 10.8890798 8.6927658 10.6999120 0.8085910 9.2285554 -0.1913266 6.5228404 9.7642451 3.6159459 7.7244750 9.9346543 10.5339616 9.3708378 10.8264476 8.8880802 11.7681499 9.4515495 10.4849931 12.7011381 0.8085910 10.8785116 10.5168170 11.3793997 10.2179862 10.0216994 0.3935260 3.8529876 0.8085910 NA 8.6603443 14.6024526 5.9481476 13.8487994 9.3935578 9.6151450 5.2179868 7.6351435 5.1305232 9.9640459 12.3710762 11.8200532 8.3144070 9.0082675 11.0024286 1.1305356 5.1836334 6.3860246 -1.1913266 10.0529591 14.9374354 10.3511435 10.8260996 8.6988595 7.0517690 9.8219179 8.1683447 11.1392517 9.5776065 8.1395120 9.9709866 9.2861005 11.0338027 7.9860149 10.4038528 11.2520569 11.1177874 9.7620642 9.0730377 3.7534548 12.0124021 8.6127262 9.2843288 8.5483757 7.5090347 -0.1913266 7.3593419 10.9615139 2.4489802 9.0286109 11.0204836 8.2924109 10.8730012 8.2158630 9.4977197 12.9290762 10.4703734 9.4802601 4.5365130 7.1617426 10.3079429 -0.1913266 10.0594857 8.5090351 5.8309626 12.8929054 10.6231777 10.2374789 11.0437120 10.3346054 8.5964976 10.2469350 9.0446094 10.1966126 8.1123759 1.1305356 9.9046515 4.0939995 2.6424936 10.0517693 2.3935535 10.4774802 1.6159341 8.1372704 7.6694031 7.0893657 -1.1913266 -0.1913266 12.3110542 10.3365609 10.8306162 11.6583913 8.6789599 8.7653633 6.6353350 9.4968456 10.7181134 10.8692912 9.1955356 9.3233093 10.6251790 9.3419251 9.8212198 0.3935260 -1.1913266 9.5833824 8.0588939 9.7056844 8.8584439 9.2264478 13.9988058 9.1683449 -0.1913266 6.6287736 14.5323895 10.3301957 -1.1913266 6.8342334 1.1305356 5.3631851 6.1032165 13.3860241 9.8468285 7.2924109 11.4659137 NA 8.8156225 9.1498139 10.2893855 8.8240104 7.3163902 10.8763658 9.6912384 10.9049810 10.5573165 3.5634876 8.1032159 9.6430663 4.3935604 7.5586656 10.9722450 0.0256710 0.0000000 0.0263730 0.0255310 0.0182430 0.0219490 0.0308730 0.4670700 0.0168010 -0.1785300 -0.1785300 -0.1785300 -0.1718200 -0.4092600 -0.4092600 0.0256710 0.0087528 -0.4132200 -0.4132200 -0.4132200 -0.4132200 -0.2939000 0.0142740 -0.4180500 -0.4180500 0.0380650 -0.3802200 -0.3802200 0.0260920 -0.4200300 -0.4200300 -0.4170900 -0.4103600 -0.4098100 -0.4034000 -0.3724500 0.0311550 -0.1785300 0.000 0.000 0.000 -0.419 0.000 0.000 -0.410 -0.410 -0.405 0.000 -0.403 -0.396 0.436 -0.372 -0.372 0.000 -0.382 -0.409 0.000 0.000 0.000 -0.381 -0.407 0.000 0.000 -0.413 0.000 -0.269 -0.269 0.000 0.000 -0.412 -0.418 0.000 0.000 0.000 0.000 -0.380 -0.380 -0.179 -0.179 0.000 0.000 0.000 -0.419 0.000 0.000 -0.410 -0.410 -0.405 0.000 -0.403 -0.396 0.436 -0.372 -0.372 0.000 -0.382 -0.409 0.000 0.000 0.000 -0.381 -0.407 0.000 0.000 -0.413 0.000 -0.269 -0.269 0.000 0.000 -0.412 -0.418 0.000 0.000 0.000 0.000 -0.380 -0.380 -0.179 -0.179 8.846142 11.335583 10.387440 11.083556 9.296435 4.166145 3.852988 10.095730 10.486315 2.393553 8.395435 2.130536 8.042215 14.784488 7.619167 8.797280 6.259807 4.808596 8.395435 8.200913 10.421464 9.451549 3.509037 9.517679 9.354525 10.351627 6.234860 13.383248 10.242181 6.112377 11.474149 6.993471 6.880057 7.777262 7.948146 10.543728 9.672781 10.344357 9.908601 1.393581 9.659563 9.630369 8.397310 11.099190 7.762791 11.060078 9.968467 8.228556 7.437952 9.533109 6.583382 13.945907 11.507951 9.661125 13.927780 12.448275 6.733407 10.032597 10.655653 9.234860 10.984457 9.858444 4.958342 7.389796 14.411526 5.481021 8.742286 -1.191327 NA 10.350176 7.284329 12.829836 9.931423 12.701138 9.545843 8.878716 5.462946 7.688178 13.024432 12.350297 11.820053 12.146357 13.942540 9.856401 1.615934 11.454029 11.461440 10.614742 9.249465 7.986015 8.426981 10.690856 12.813781 10.192300 11.415000 7.768597 8.148445 7.116934 14.323421 11.264693 12.891908 8.810003 NA NA 9.831657 12.992386 11.423038 7.470373 10.682808 11.002429 11.650356 10.003352 10.290899 6.363183 10.368928 9.874011 5.715487 9.386024 11.231012 7.089366 5.703414 11.605229 9.662684 11.224337 9.377501 2.615958 12.509035 7.006746 7.332157 7.087788 8.213737 8.848885 9.600572 8.207211 8.155109 7.296435 9.340951 10.122612 8.425144 11.637922 10.371315 10.205200 10.122612 2.268015 9.861163 2.808591 11.867116 7.730436 5.785875 8.698860 8.802807 12.465132 9.565152 8.666576 1.615934 10.961514 10.374549 9.895395 12.892905 10.479694 6.852989 10.196613 10.781216 9.984145 7.678960 10.355490 11.113232 2.130536 NA NA 9.319359 11.078482 8.185806 3.452450 8.815622 6.745233 10.606257 TCGA-2Z-A9JJ 69 0 NA 1085 kidney stage i t1a nx m0 19-3-2015 female 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 2 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6495249 10.2721578 11.1314355 -1.4150375 12.5328756 9.0889655 11.5204997 -0.4152299 0.8921967 1.1697326 7.2782692 7.3127024 10.9491905 8.0584881 12.5421563 7.5360669 10.3985634 6.6508708 3.8327078 10.7313509 8.1083441 6.0359933 13.0098013 3.7942391 4.4427644 -1.4150375 3.1697487 10.5287621 10.1117704 8.8480514 4.1083404 8.6535606 9.4528330 9.9362735 10.3735005 10.2968793 10.5724015 6.6400641 4.3661403 10.0015798 6.1083446 10.7127765 5.3262497 10.7506313 9.0544239 3.0442192 10.9384804 9.1884086 10.1278139 10.6223292 8.2104911 9.3296161 11.4861356 8.5421892 7.6642666 6.6071498 4.2286417 10.4156935 8.5663494 2.6722443 4.3661403 10.6629329 3.0442192 10.1907246 11.4820604 4.0442105 10.7677506 10.9592783 10.6972217 9.4033644 16.4215353 7.7345294 10.1546378 4.9771013 11.0246131 6.8562450 7.6801795 2.8074374 4.2572068 8.4551468 9.1800397 9.6015905 10.1795733 8.7230540 8.5081097 7.0110472 13.2921952 10.9781726 NA 11.6100948 9.7858340 9.6223292 NA 8.9973520 8.1258789 7.6071498 10.3156768 9.0339309 9.9999958 11.6348008 9.5491231 5.9331571 -0.4152299 8.6085365 8.5021543 6.6880698 9.5103365 3.1697487 9.7089035 9.5563258 9.7063157 8.3496537 11.2837039 10.1513119 11.8614111 9.6481773 10.0876140 13.7264902 4.0110483 11.0350424 11.0194104 10.0741285 8.8908440 10.6274676 -0.4152299 14.7550007 1.1697326 0.5847701 3.6722443 13.5460510 2.3921251 2.3921251 9.3430053 10.2518937 5.1393713 7.7089032 7.8632317 11.1690401 10.5674193 11.3448784 9.3228743 7.1083446 10.7468587 2.4916735 7.8976652 5.3529668 -1.4150375 11.0013159 13.2335891 9.2800105 10.6923262 10.0230542 7.1546379 10.0220140 7.9357214 10.5318748 0.5847701 9.3203382 10.8550775 9.1006989 8.1791069 8.4081493 11.2308908 12.3808218 11.0863706 9.5868940 8.9854481 1.7769883 12.7056680 8.8816983 8.1584294 8.9434335 5.1846969 -1.4150375 8.6209558 11.2293145 NA 7.0686783 11.0818855 8.1161635 11.2443322 10.9296329 9.9893915 12.2683251 9.8498112 8.2218234 5.3661403 9.5447840 10.5155195 NA 11.7795390 7.0645628 7.1734973 12.6188933 10.9140179 8.2013310 10.8151029 9.1460702 9.0696050 10.8106524 8.6998257 10.8237839 10.3308766 2.2852246 10.9232400 9.8099896 3.0442192 9.0513686 3.3396648 10.6722450 1.7547165 11.5558101 5.3459357 5.0766361 -0.4152299 0.1697968 11.6527206 10.4651310 10.3595693 11.7704319 8.4796000 8.9774431 5.9699540 10.3190684 11.2572075 10.8288486 8.8771037 9.9576472 11.4537976 1.5847701 8.3905263 -0.4152299 NA 10.2159592 9.0194103 9.0380528 8.2340385 9.0462616 10.7948446 11.1256367 3.0442192 10.3367445 13.1249102 9.8953950 -1.4150375 3.5230726 0.1697968 NA 7.0925764 13.3348087 10.0272074 7.8839904 12.7773832 NA 9.7127765 8.8462896 10.0930722 7.9246320 7.4732512 11.8273608 9.6715819 10.8243807 9.4570492 5.6071498 9.8160033 10.0073725 5.3127015 7.8849288 10.3500682 -0.00193990 0.00750000 0.05651300 0.01000600 0.00458000 0.00434960 0.00000000 -0.02438800 -0.04061600 -0.03885000 -0.03885000 -0.03885000 -0.03885000 -0.03671100 -0.00193990 -0.00193990 0.00750000 0.01167900 0.01167900 0.01167900 0.01167900 0.01349200 -0.80152000 -0.48229000 -0.50717000 0.00666530 -0.51166000 -0.51166000 0.00000000 -0.00050274 -0.00050274 0.01000600 0.01000600 -0.00097017 0.68906000 -0.75879000 -0.04061600 -0.03885000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.689 0.000 0.000 -0.754 -0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.458 0.000 0.000 0.000 0.000 -0.512 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.689 0.000 0.000 -0.754 -0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.458 0.000 0.000 0.000 0.000 -0.512 -0.512 0.000 0.000 13.624858 12.325406 8.832710 9.846289 9.285222 8.212316 2.285225 9.373501 10.956134 2.832708 9.028762 8.038053 9.150836 11.824232 5.906710 8.511078 6.677539 7.749689 7.584782 8.656245 13.985628 9.620269 2.584794 8.584782 10.219312 10.425560 6.629176 3.169749 10.834784 8.961993 12.499250 4.888563 7.108345 7.547678 8.444317 10.787518 10.1930370 9.7628245 8.6933068 NA 11.7810769 10.0292795 9.5447840 10.4795999 5.3262497 10.4909212 9.7134211 6.6454783 3.2852246 9.8771039 5.2990285 13.7016947 9.9335104 9.5118193 13.4899341 12.8727109 7.3856821 10.5541687 10.7896589 8.2642624 9.7030744 10.6433253 8.9067102 2.0442192 13.6666400 5.3791981 11.0107848 4.2572068 -0.4152299 10.5250958 8.8111945 13.0405589 9.1697447 13.7264902 8.7991012 8.9962933 6.0406843 14.8775891 10.0277256 13.4727167 11.3448784 12.4011659 12.8476111 10.6380293 2.8327078 10.6461534 10.0836314 11.6083633 9.4412077 8.4081493 7.9268570 10.0152347 12.7737573 9.0005240 11.2957995 1.1697326 7.3595695 9.2259307 13.7395073 10.9428839 12.7486677 7.7522007 -0.4152299 NA 9.9084000 12.8346363 11.3109940 6.7547072 10.7310326 11.7356401 12.9849945 10.3985634 10.7313509 5.3262497 7.4113305 11.9489168 3.8701871 9.3636808 11.8935891 6.1083446 5.8794019 12.9954197 8.5169969 11.3667565 10.2852219 1.1697326 13.6231439 9.4535353 7.9532885 7.2428864 7.2886862 9.5577620 10.3177975 8.5491231 8.9242314 4.9423362 9.4635994 9.5692006 10.1842302 10.7493749 10.3739082 9.7721342 10.5738218 1.1697326 10.3525529 3.9423362 13.0348219 9.7230540 5.2712837 10.0230542 10.3448034 12.7354815 4.1697487 4.3127015 2.8327078 11.2293145 10.6589236 10.6376898 12.6188933 10.3868946 8.8480514 10.8237839 10.7899645 9.7210684 9.0183677 10.0120950 9.8753771 0.9067367 7.5006619 5.3127015 9.3479945 10.4506507 10.0375382 0.5847701 9.7127765 8.6788600 10.7201708 TCGA-2Z-A9JK 50 0 NA 1186 kidney stage iii t3a nx mx 19-3-2015 male 2011 NA yes 100 kidney papillary renal cell carcinoma yes 60 NA white not hispanic or latino 432.22.0 NA NA 2 2 2 4 2 2 3 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6622778 9.9276820 7.3335427 6.5221201 10.9913676 9.8987058 12.6727503 -1.4607667 2.9653964 6.8337478 9.0518669 8.0917956 10.3392173 7.7917919 12.1489977 8.7140521 10.8616180 7.8222145 5.1538378 10.3484926 8.4430082 8.3049431 14.1123594 NA 6.4816412 -1.4607667 -0.4609653 10.3343544 10.5981328 8.7040333 3.2395661 8.7799176 9.3978844 9.6989977 10.9392053 9.8331727 8.9174213 6.5998221 9.3106160 9.4377277 7.1901783 10.2434624 6.7679447 10.3943842 9.6716262 4.0937123 11.4301506 8.7002583 10.4900468 10.6179444 8.2940141 9.3537088 10.0424056 8.6610355 7.9569790 8.0975471 1.3464747 9.8514422 8.6606598 -0.4609653 6.8383341 9.8070834 7.4187094 11.1522252 7.8474652 4.7870563 10.6690469 9.5896553 10.9233705 9.2150835 15.9202299 7.8878548 10.7093645 4.9141674 10.3597043 7.8222145 7.9228306 2.8021518 9.0538404 9.3216742 9.1306488 10.0768302 8.1446057 8.5517509 8.6172772 6.7240022 14.1925033 10.3577086 NA 11.3692454 10.2052794 7.4550058 NA 4.7090535 11.3773455 8.9260667 9.1362478 7.5106700 9.2610799 11.0392213 8.2805936 11.4762722 2.5391340 8.7128035 1.5391340 NA 9.6318835 5.6989991 8.6318835 9.7090514 10.4365937 8.3270289 9.9789572 9.0666035 11.6365495 9.8789765 10.4025383 12.6981305 5.1829822 10.7811274 10.6967892 10.0656256 8.5235447 9.8503070 -1.4607667 0.8610819 0.5391340 -0.4609653 8.3464814 13.7612421 5.2395661 12.6791573 10.3258044 10.1390393 4.2670488 7.2636401 10.5601064 10.5666869 10.6025215 11.4125994 8.6606598 9.8394789 10.7947451 4.9141674 1.5391340 5.7485793 0.1240634 9.7344986 13.8404082 9.7846792 11.8525764 9.0518669 7.9119917 9.8000460 8.0646474 9.0526765 12.0563037 8.9453315 6.9141662 10.1446753 10.1385744 8.2805936 11.2225597 12.3316117 10.7673439 10.2308699 9.4889532 2.6675743 12.6038692 9.2712938 10.0097852 9.4048597 9.2670470 0.8610819 7.7558723 10.5916945 7.4155821 8.4355948 10.8514421 7.9292951 10.8091297 8.7655387 9.5327724 11.1827572 10.0016287 8.7861994 5.2805926 7.5135413 9.8795329 0.8610819 10.0831248 8.2168462 6.2670470 12.5538443 10.6719474 9.5178369 10.6709833 11.4779709 8.7534454 11.0081780 9.2998463 9.8537097 9.4210051 3.1240965 11.1818550 6.9779187 6.5431788 8.8417653 3.7870563 10.9084511 5.4816412 9.5299394 6.2453816 3.8966787 NA -1.4607667 11.6556328 10.6952095 10.8059130 11.6587160 9.2670470 9.1630627 7.1897475 10.5977947 10.5412382 10.5780454 8.8900657 9.8750749 12.2782741 2.6265793 8.4904113 -0.4609653 NA 9.7787249 8.1259662 9.4794400 8.5903352 10.1311161 12.2908797 12.4813660 1.8610422 10.3846165 14.2507665 10.2486411 -1.4607667 2.9314372 2.2395813 -0.4609653 6.3971081 14.2046011 10.3106158 7.0349816 11.0008616 NA 8.6397889 8.8135628 10.3986612 9.1455315 7.0782853 11.7386454 9.2516533 11.3231477 9.5855684 9.5496545 10.4669044 9.2542305 4.3805979 7.8133650 10.8143779 -0.00166290 -0.00464750 0.00652620 0.49735000 -0.00152430 0.00000000 -0.00307180 0.00430210 0.01307400 -0.01450300 -0.01450300 -0.01450300 -0.01725400 -0.00166290 -0.00166290 -0.01099900 -0.00464750 -0.50536000 -0.50536000 -0.50536000 -0.50536000 -0.00207840 0.00471900 -0.00525890 -0.00282870 0.00000000 0.00365630 0.00365630 0.00097064 0.00166420 0.00166420 -0.00678130 -0.00678130 -0.51197000 0.00610900 0.00930980 0.01307400 -0.01450300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.475764 11.375769 9.020926 12.895853 9.003672 -1.460767 4.605216 10.051867 10.649708 1.346475 9.968533 7.356110 8.548955 13.680555 7.273836 7.787054 6.175750 7.544751 7.940006 8.359305 8.465422 10.404086 3.824534 9.125028 9.856912 10.475764 7.387749 9.012832 10.569104 7.942139 12.380579 5.267045 6.631884 7.629239 2.998557 10.736343 9.247348 10.216846 8.712803 -1.460767 10.344870 7.726478 5.982069 10.176204 5.469863 10.062688 9.443761 7.229125 6.239566 9.507073 7.006732 12.796883 11.255946 9.454259 13.163008 13.107856 6.743698 8.902166 10.086021 8.022942 9.639132 10.321715 4.688874 7.663248 12.772372 8.299015 9.424823 5.346482 1.346475 10.237831 7.642414 12.420623 9.336788 12.698130 8.883422 7.613268 5.457752 11.049891 10.310616 15.957827 11.412599 11.141361 13.200014 10.749798 1.539134 11.047912 8.665831 10.427870 8.897778 8.280594 7.885640 10.173937 12.115847 9.782895 10.967222 8.220365 7.597118 3.748579 13.612307 11.307104 12.441502 9.084091 -1.460767 NA 10.656120 12.471249 11.217251 7.572549 10.699313 11.3382056 12.6178610 10.8616180 10.3484926 6.2044616 10.7802158 12.0023953 6.0389716 9.5531470 13.7099247 7.1901783 6.8105896 11.9052874 8.7811095 11.5205153 9.3712252 1.7090700 14.2036015 7.2849018 7.1353163 9.5003374 9.2386987 8.9965074 9.6945771 7.2221206 8.6562629 5.6684085 11.5759869 9.8117562 9.6638939 11.0816747 10.1937624 9.7208999 11.5117473 3.1829783 9.8800892 5.5391278 13.1700300 8.7077984 8.4064053 9.0518669 9.7655507 12.7497217 4.9314420 7.5670328 4.8059115 10.5916945 10.3100958 11.2885769 12.5538443 10.6980516 7.8587985 9.8537097 11.2871096 10.3130898 5.4698632 10.4991283 10.1432162 1.1240634 0.5391340 0.1240634 10.7071717 11.2574024 8.5862502 1.8610422 8.6397889 8.3106160 9.9458628 TCGA-2Z-A9JL 47 0 NA 804 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.20853323 9.86038214 9.64963306 1.03857665 12.95989128 9.84005781 13.52833074 1.62358597 2.46084739 7.29127386 5.68246374 7.45646038 10.88409823 7.89658913 11.61768835 11.73361893 10.69190113 8.17815938 4.20853287 10.82037772 9.22719715 6.63211114 11.88705116 1.03857665 5.83302415 -0.96128289 2.36053284 10.55824448 10.19658664 9.48775685 4.16788776 8.93796520 9.55824448 10.97008439 10.17367614 9.80015944 8.50417465 5.14713164 7.75970713 9.62732285 3.94549534 10.68336574 6.19848040 9.76056178 9.45329348 2.62356256 10.43307086 8.40711478 10.13070466 10.41581876 8.17815938 5.28653743 11.12840954 8.48775685 8.08845647 7.66796449 3.56216914 9.87307924 8.61980877 4.87149870 6.80015960 10.33035448 2.62356256 10.99498434 5.75285294 7.05541694 10.03359796 14.26011979 9.97008446 6.52242460 15.37638687 8.35602097 11.11040572 5.26742718 10.58598470 8.08573216 5.63851990 3.43092752 9.89891921 9.60466219 9.10200324 9.66887524 9.48362293 8.56020862 9.02017547 6.80679190 12.61391106 11.47999620 NA 11.52141617 9.36619455 7.58163973 NA 6.07203075 12.41038483 8.72160268 9.47219368 7.30539512 8.72510888 11.06547740 8.48362314 8.30053835 NA 9.06789547 0.03857665 -0.96128289 10.45382178 2.73904878 8.62357061 9.82487778 10.44108732 7.99571006 9.68516682 9.83626974 11.80853074 9.25414119 10.35035646 15.07246132 2.62356256 11.86764906 10.86872719 9.89113769 9.69771215 10.45593335 NA 3.12606428 3.36053284 NA 7.42662538 13.93119843 13.46014709 9.80430868 9.61509255 10.40274285 2.62356256 7.97818762 4.94550002 10.82528621 10.94286649 11.39192320 7.98989286 8.31937904 10.52795440 0.03857665 1.62358597 6.33322871 0.62358597 9.71103349 13.44075423 10.72860617 11.34723163 9.51939840 5.53046096 10.31356864 7.89969527 10.18541873 7.31007104 9.25898642 5.48155082 10.19346425 10.15819777 7.96638605 11.83606709 10.86475939 10.97818741 9.00150418 9.21976048 5.71046758 12.52770351 8.84112463 10.02017547 7.93645362 6.59319688 NA 8.38290411 10.57436958 0.06722567 8.25552387 10.59511423 8.74769185 10.76184248 10.76907829 10.04072000 11.28505191 9.73383646 9.60012533 3.62357427 8.99134951 9.96638620 0.03857665 9.83707992 7.17815988 6.59319688 12.67387284 10.96416265 8.92125125 9.96712652 10.26321285 9.05958809 10.93897314 9.04282871 10.69234899 7.58935527 6.34238940 10.51231391 6.53046096 1.62358597 6.86515670 2.62356256 10.60608897 0.03857665 9.06927521 6.85482351 4.73904878 NA 1.36053284 11.84072062 10.94211353 10.66887532 12.18597213 8.09389077 9.88823228 7.42490194 9.32632049 11.02729286 10.61509255 9.01158788 9.80430868 11.65101598 5.99280468 10.07546859 2.36053284 0.03857665 9.92125125 6.72510854 9.23828053 9.00150418 9.85958495 12.61792412 9.89269732 1.36053284 10.48827268 13.82753039 9.62450963 NA 0.03857665 -0.96128289 0.03857665 6.72510854 13.98948299 10.96156415 7.70394440 11.00475313 NA 9.28297210 9.37414377 9.64686306 9.51231401 8.17815938 11.49752739 10.00727499 10.48827268 9.68426665 3.84596167 10.12075718 9.40602298 5.74486343 8.21098590 10.40602298 -0.00179430 -0.00032649 0.03088000 -0.00262510 2.64350000 0.01029200 0.00264280 0.00681150 -0.01256800 0.04118300 0.05851700 0.05851700 0.05851700 -0.00179430 -0.00179430 -0.00179430 -0.00032649 0.01391800 -0.00272790 -0.00272790 0.03088000 -0.00718870 -0.00262510 -0.00920370 -0.00920370 0.00125520 0.00028440 0.00028440 0.00264280 0.00097777 0.00097777 -0.00442410 -0.00442410 -0.00082449 0.01391800 0.00931690 -0.01256800 0.04118300 0.000 0.000 0.000 0.000 0.716 0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.716 0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 12.1664413 12.1899419 10.1307047 13.4045888 9.6450135 -0.9612829 2.8459717 9.8499828 9.9833203 0.6235860 7.4980402 8.7303516 9.3469471 14.0793688 7.0442324 7.9151253 7.5660853 8.7918248 6.8714987 8.7074930 12.0435309 10.4244705 2.2085485 9.2577768 9.9907961 9.7519947 6.7459674 13.0355230 9.5651074 8.0637478 11.9951531 5.4136482 7.6310650 7.9243048 10.3366708 9.7800751 9.68606660 10.03578761 9.04142315 1.03857665 9.95299337 9.11542372 8.71984671 10.65836967 4.08300057 9.53645996 9.35262480 7.51838878 6.27701209 9.17431753 4.71103229 12.81009766 10.92697092 9.67523286 14.21318282 13.14909150 7.02729341 8.54640293 9.57388364 7.67885292 10.06374776 9.76397452 3.68246093 7.33781633 13.51180657 4.84596167 10.73165947 0.03857665 NA 9.51535430 7.56608525 12.98167239 10.74726100 15.07246132 9.15884595 8.48981947 6.18530363 13.03411037 9.38622960 11.54764088 11.39192320 12.16369873 12.62310098 10.76652866 2.94549534 10.95224561 10.30422319 10.35771573 8.88409815 7.96638605 8.11542398 9.89503370 12.17399684 9.22348361 11.33695721 6.72510854 6.97524612 8.89658913 13.42846132 10.80513709 13.03278482 9.16143627 -0.96128289 -0.96128289 8.82324303 12.59559315 11.57410960 6.73209550 10.87070701 11.8649581 12.6045433 10.6919011 10.8203777 6.1260705 10.9928045 9.5384542 5.1883534 9.4114733 11.7408415 3.9454953 8.4690606 12.0761277 8.8001593 11.5079956 10.6207502 2.4980466 14.4793152 7.3656217 7.4136474 8.2659352 7.7901523 8.7286063 9.8386992 9.1145284 8.6606598 6.6459379 10.0463364 10.4120171 9.0651317 10.8711027 10.4929075 10.7472610 11.8726842 3.2085329 10.4548779 2.2085485 13.0396970 8.5912774 6.8965891 9.5193984 9.7054358 12.8307884 9.0979526 9.3446699 1.3605328 10.5743696 10.9051144 10.4763602 12.6738728 10.8567909 9.7039441 10.6923490 10.5704770 10.8786111 8.2529275 10.0364933 10.3917550 -0.9612829 2.2085485 NA 9.3182188 11.9715537 9.3366708 3.6235743 9.2829721 8.4179867 11.3815162 TCGA-2Z-A9JM 28 0 NA 934 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 16 NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.37571304 9.98117695 8.66237714 NA 11.15380584 9.33167678 13.81746938 NA 1.38050782 6.65715979 6.94095250 6.70513885 10.52543781 7.43534773 11.77203343 12.71688926 9.94737876 7.94381235 5.09295583 10.68348909 8.73351026 5.70514023 11.84975009 2.87056200 5.07219586 NA 4.87056200 10.60617551 10.02571860 8.77584991 4.13359640 9.12480449 9.67705909 9.91203978 10.71605316 9.92004865 8.61113106 5.79656142 9.72771475 9.74503224 1.96365907 11.05675990 7.31681913 9.90472011 9.70513954 3.60753154 11.12857940 8.32122461 10.21041310 10.33816866 7.63609819 4.54863390 10.89714927 9.07915834 8.67103148 6.61472457 2.77101928 9.42412849 8.49700233 5.42310414 7.77424414 10.59484961 3.60753154 10.43178737 7.96929729 5.32122461 9.50380050 10.26058875 10.53352811 7.64666743 15.51993905 7.91203963 10.90911634 4.69159558 10.23979696 8.29458951 5.94095133 3.45936604 9.84860620 9.76945671 9.23630222 9.65017307 9.69753528 9.02571874 8.34737688 6.20207679 12.81288211 11.07578617 -1.03622997 11.69774698 9.11223801 7.55238706 NA 8.72688502 12.59666771 8.44345291 9.69244341 7.79972262 9.55519477 10.49212658 7.78385146 8.77157464 1.28557977 9.44244220 4.21159632 NA 10.24037850 2.87056200 8.43737840 10.29290826 10.10641781 8.52209303 10.81931971 8.96508066 11.86183928 9.13109066 10.25080765 13.98343696 0.96369606 10.89613824 11.00874955 10.48968261 9.04980881 10.37624241 -1.03622997 1.77104041 2.77101928 1.77104041 7.62900829 13.83215750 11.00464710 12.44685849 10.66107448 10.96261546 5.47146713 8.45952752 5.80916231 10.74462229 11.38494840 11.22486540 7.78065590 8.70682406 11.11975560 3.28559457 -1.03622997 6.60029652 0.54863390 10.24849665 13.57192733 9.63432880 11.52734549 9.42515190 4.98604225 9.68562607 7.83711636 10.32903802 9.84172347 8.06696047 6.14358117 9.66693585 10.80366360 7.54110126 11.05246073 11.15688986 12.62166079 9.02301688 9.69843294 7.84717138 12.68306132 8.95661080 9.42310414 9.27655552 7.40661575 NA 8.02166405 10.25541882 2.49098080 8.80065372 10.62723063 8.34737688 10.52591490 8.62188411 10.04715187 11.69520367 10.93485680 9.69581447 3.87056200 8.66584503 9.70766541 NA 9.14606686 7.90618711 5.57838326 12.78883006 11.23805065 9.15102466 10.72688485 9.40868745 8.97350107 10.85602558 9.44041864 10.50863692 7.73845981 4.45552450 10.75646284 8.16334475 4.05113714 6.32122461 2.28560936 10.30630280 2.28560936 8.79656239 5.32368711 4.32122100 NA 1.28557977 11.84153176 11.04349058 10.75564931 11.92999769 9.23279912 8.42515211 7.54777061 8.52591500 11.28672726 10.24907469 8.63255760 9.65890088 10.41745751 4.74503291 9.97908760 0.54863390 NA 9.92439849 7.24444281 9.29682790 8.88700000 9.97908760 11.35384148 11.52041802 2.28560936 10.14358155 13.15550285 10.49991971 -0.03637791 3.75653231 0.54863390 2.66411871 6.17312543 14.41781112 10.09617223 6.43940539 10.95342182 NA 8.91932250 9.52700229 10.38099767 9.38678832 7.74174943 11.37756481 9.69414264 10.53067788 9.34953491 3.60753154 9.31571588 9.34413365 5.56774317 7.13899770 12.12165094 -0.00498440 0.00819590 0.00041593 -0.00382250 1.11730000 -0.00013862 -0.00705760 0.53942000 -0.03517600 0.09391100 0.09391100 0.09391100 0.09391100 -0.00498440 -0.00498440 -0.00498440 -0.01285100 0.00041593 0.00041593 0.00041593 0.00041593 0.00458000 -0.00069303 -0.00138580 -0.00138580 -0.00484610 0.00713110 0.00713110 -0.00705760 -0.00533780 -0.00533780 -0.00470790 0.00227110 -0.00456950 -0.01483800 0.01126100 -0.03517600 0.09391100 0.000 0.000 0.000 0.000 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.539 0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.552 -0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.539 0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.552 -0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 11.6294525 11.8552664 10.7277148 13.1766248 9.1559652 0.5486339 2.1335964 9.8324951 9.6879049 NA 8.4474883 7.9721010 9.0735032 15.0263511 7.9860405 8.0431575 6.7774539 7.7218955 7.7515749 7.8735653 11.1885786 10.3820522 3.1335964 9.8036636 10.2306582 9.6641123 5.7710272 11.1295217 9.8539367 7.4434525 12.0884320 5.6360967 7.4189995 8.8013003 9.3920327 9.7629542 9.0656482 9.8036636 9.7235606 0.9636961 9.7981435 8.6021083 8.7645724 10.5939396 2.6641187 10.0114780 9.4595275 7.2116002 5.3212246 9.0643348 6.5857242 13.2454577 11.4862541 9.3299947 13.8936244 12.3004580 6.3645514 8.1410920 10.0128404 9.3289013 10.5533236 9.8409566 5.0721959 8.6449108 13.6144999 4.0929516 10.8977319 3.4872291 NA 10.1676322 7.3212246 12.5802213 9.7059819 13.9834370 9.0577503 8.3538415 5.6119927 12.1162743 9.4474883 11.6391886 11.2248654 11.6686568 12.7224162 10.3661517 0.5486339 10.6809205 9.1547318 10.7989335 8.5335283 7.5411013 8.0324508 10.0910221 12.4410513 9.9373698 11.1630381 6.8216541 6.4474883 8.4970023 13.4075388 11.0438238 12.3539758 8.7870396 NA -1.0362300 9.4891933 12.6277864 11.1758436 6.8216541 10.5898378 11.85241574 11.89883757 9.94737876 10.68348909 6.68477106 10.92692987 9.95164709 5.90618591 9.40972187 10.87912242 1.96365907 7.98604054 11.89475165 9.84325575 11.39882186 10.05246073 2.28560936 14.31343751 7.34629654 6.80916231 7.65314674 8.49505393 8.20446404 9.72854418 8.91641364 8.47960891 6.60752858 9.93017789 9.95093653 8.29682767 11.14668748 10.60210840 10.46700135 11.29794580 4.77102985 10.43382295 5.91786851 12.37202879 8.11849055 7.47146713 9.42515190 9.90803318 12.43038630 4.09295160 9.13234472 2.77101928 10.25541882 10.60063689 10.31957413 12.78883006 10.90655348 8.65715943 10.50863692 10.61517276 10.46128984 7.69499159 10.21633797 10.47394222 3.35598882 -0.03637791 -0.03637791 9.44143078 11.41902028 8.69499159 NA 8.91932250 7.81854064 10.44496745 TCGA-2Z-A9JN 50 0 NA 740 kidney stage i t1a nx mx 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes 50 1994 black or african american not hispanic or latino 432.22.0 NA NA 2 1 1 1 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7100191 10.7955505 6.3609226 NA 13.1202556 7.1333796 12.5810990 -1.2239803 3.7605510 7.3721494 7.6707773 4.6586000 11.0459629 7.3420142 12.2770505 8.3382020 9.9620677 8.3702842 2.7759566 11.3550399 8.0956317 5.4483856 10.5119388 1.5833265 4.0613615 -1.2239803 -0.2239803 10.7210377 10.2763037 8.4430712 4.8634231 8.8460808 9.2189032 9.2333407 8.3998410 10.3039254 9.4962041 4.8420486 1.5833265 9.9084594 2.8634231 9.9951282 7.7214034 9.5316819 9.3915895 1.3609261 9.1990755 8.4071369 10.1433745 10.8230836 7.9829742 9.2476349 11.6081080 8.3299537 7.9408668 5.6707780 0.7759355 9.7618017 8.2955958 0.7759355 4.7532408 10.4298483 0.7759355 10.6401459 3.8203526 4.6828486 9.3524346 12.8612662 9.9533793 9.4527982 15.1210011 7.6463247 10.9740978 5.6586028 10.1990756 6.6524765 5.2189051 3.1313919 8.3571605 9.5945418 9.1291065 9.6745611 9.6737749 9.2857346 8.5687500 7.0474228 13.6340379 11.2230430 NA 11.4245420 9.5119050 11.5466236 NA 5.7301563 9.4225185 8.2955958 10.6903449 9.4359556 9.4180113 11.2499191 9.1124664 4.7066963 NA 9.7717268 3.1682730 NA 10.2001261 3.0238940 9.3646744 10.6482498 10.8772789 8.9719470 10.1911734 9.3238181 12.0729691 9.7467847 10.4850436 12.3731976 5.2516926 10.9344621 10.6730489 10.0515023 6.9358310 10.9142315 NA 1.7759776 3.6339426 NA -0.2239803 13.4230808 1.5833265 4.2678129 9.6669839 10.6966848 5.9257075 7.9608349 5.2022257 11.1099536 11.1829619 11.6008827 6.8093823 6.0978889 10.7406616 3.4763946 5.0238852 1.9458699 0.7759355 10.2085017 13.4132072 9.7906777 10.7221349 9.4107708 2.8634231 10.7671272 7.3151188 10.8066786 2.3609261 9.7265157 9.2777970 9.8920242 11.2592717 8.4729272 10.6966848 10.5715936 10.6741832 8.2797856 9.1368069 0.8701871 12.9159906 9.1661287 9.8189870 9.9846331 6.7475029 6.2678129 8.3998410 10.6843523 12.7847726 7.1415820 10.6985442 8.6151636 11.8337822 11.1813672 10.3874457 11.3908996 10.1709582 8.4413669 3.5308448 7.3609226 10.7649994 NA 11.8685517 8.5490989 6.7359621 12.7958979 11.5476555 8.8038657 10.0911093 10.1417354 9.2916595 10.8306319 9.2394842 10.6416930 9.4089549 2.2353901 10.1296579 6.4833192 -0.2239803 2.5833265 0.7759355 11.4377378 0.3608699 6.2435644 6.2040683 6.3458150 5.9358322 -0.2239803 11.9037929 10.3777306 10.7692520 10.9380363 10.0227003 9.1880638 6.4888990 10.7600221 11.2045816 10.6828503 10.3566894 10.1698864 12.1681429 1.0978804 8.2758056 NA -0.2239803 9.9116690 8.4519166 8.8393547 7.9458845 9.3053903 13.1392732 10.4841814 NA 7.4936361 10.4381830 9.8162495 1.0978804 2.5833265 NA NA 6.9756325 12.6986370 8.4234181 8.2001262 12.2160503 NA 9.6888491 9.2300019 9.8244466 10.0047785 6.6948231 11.9937660 9.9583541 10.6730489 9.1302091 4.9257052 9.8258082 8.6992872 4.9703245 7.5553177 9.8073163 0.00069327 0.00069327 -0.00055444 0.00000000 -0.00235530 0.00087085 0.00041593 -0.00055444 0.00152550 0.00152550 0.00152550 0.00152550 0.00152550 0.00069327 0.00069327 -0.00138580 0.00069327 -0.00055444 -0.00055444 -0.00055444 -0.00055444 -0.00847460 0.00000000 -0.00041585 -0.00636680 -0.00346300 0.00246270 -0.00050639 0.00041593 -0.00069303 -0.00069303 -0.00152430 -0.00152430 0.00030831 0.00541390 -0.01138000 0.00152550 0.00152550 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12.1657255 12.6868835 9.6080585 9.4554398 8.9817531 NA 1.0978804 9.4737960 10.1752377 -0.2239803 8.8541104 9.7272444 9.2857346 10.8657412 5.9657843 6.7184740 8.0705804 8.5589579 5.8844831 8.7345125 5.6088506 9.6843524 -1.2239803 10.4452877 10.5821065 10.4314905 6.9608349 -1.2239803 8.7871869 8.1682770 11.8883878 5.6586028 6.8038663 8.6385970 3.9854093 10.7312464 8.8949008 9.9651665 8.8897020 0.7759355 9.0671305 10.3396327 10.3472383 10.6257558 3.5833145 10.7927680 9.2797854 6.3382015 5.1682770 9.8942519 6.3906694 13.7341046 11.0857203 9.3160878 13.3248418 13.3944599 6.7301563 10.2887002 10.2287158 6.0238874 9.8541105 10.1596640 12.1465109 9.6048895 12.8647480 7.0047789 10.5161621 8.2658077 NA 10.3585722 8.2658077 12.7197566 9.2597755 12.3731976 8.8987876 9.3543325 4.6917184 15.1652886 8.0071809 13.2256887 11.6008827 11.3372477 13.0512113 10.6470949 1.0978804 10.1444662 8.9866311 11.1688137 9.4659577 8.4729272 7.9533793 9.9933116 13.0509930 8.2333407 11.3526708 5.8312414 6.1938131 9.2587676 13.2910343 11.8393548 12.2548557 7.5993267 -0.2239803 2.2353901 9.7976338 12.0430390 11.3538559 6.4341712 11.0029739 11.701143 13.013767 9.962068 11.355040 5.023885 8.030988 9.681347 4.061361 9.654011 12.246237 2.863423 3.097880 12.247621 8.758953 11.313178 10.808005 1.360926 12.839355 5.755069 7.052084 7.580704 7.047423 9.519953 10.054990 9.128003 8.697801 8.768898 8.388828 9.639372 8.735962 10.955558 9.559776 10.163977 11.411224 1.583327 9.561412 5.375874 13.225751 9.275806 8.210588 9.410771 10.208423 11.949325 2.682843 9.870697 9.410771 10.684352 10.612405 10.507703 12.795898 11.883013 10.238973 10.641693 9.943378 10.280575 8.398012 10.527085 9.340109 -1.223980 6.390669 NA 8.425216 10.692463 10.412584 1.360926 9.688849 8.838006 10.634329 TCGA-2Z-A9JO 56 0 NA 949 kidney stage i t1b n0 mx 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes 11.25 1975 black or african american not hispanic or latino 432.22.0 NA NA 2 1 4 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.0858929 10.1522308 6.8395906 4.1995860 9.1738100 6.6915258 13.3490798 -0.7072183 1.9684963 7.8123326 7.3150635 5.6325474 10.0960200 6.8318544 11.7031474 10.2417932 9.3601305 8.6347708 9.6224924 11.2649579 7.3370902 6.6590183 11.7666554 2.7521277 3.7521277 NA NA 9.9110815 10.7970186 7.2234332 5.5021492 8.7020871 8.9074060 8.9037210 9.6601109 9.8093810 7.3695119 4.1995860 4.2468945 9.3233633 4.2926934 9.0575678 7.8201732 9.9633523 8.5311007 2.6146156 10.2842180 7.7562207 10.4181096 11.0047931 7.4116372 6.6590183 11.0857344 9.6914398 8.0103726 5.6677360 1.8776657 9.1208325 8.2842180 3.8162618 6.6590183 10.6850136 1.6146156 10.0043630 9.3479785 4.1000525 7.9037210 11.9313583 10.4607413 7.7273242 15.5234296 8.1224191 8.6957082 4.3370902 10.3046222 7.5453615 2.6146156 3.6746753 10.6871588 9.7020870 9.0805988 9.6903706 8.0674833 9.6524456 9.7387455 6.3907279 14.4145533 10.6919740 -0.7072183 11.6055791 9.4596876 9.2828000 NA 7.7724762 13.3244834 8.2468926 10.0887356 10.2642397 7.4373543 11.1916753 8.8318548 11.0966213 NA 9.0189143 2.9931309 4.6502476 9.0887358 4.8472854 9.2699759 11.0218919 10.4487792 8.6280864 9.6546398 9.4874530 11.6896861 9.8142965 10.5629914 11.7767637 4.9074051 9.4948444 9.5275136 10.4044838 7.4923684 10.5209136 NA 2.7521277 2.8776657 0.2926640 1.6146156 14.0622240 7.2813811 13.0041480 10.8592259 11.0189143 3.5406225 7.0137950 7.4322471 10.7500769 11.7790283 11.8334925 6.6146245 10.1584293 10.8386259 4.8472854 3.9365531 4.6146215 -0.7072183 8.1995865 13.0269823 9.4245531 9.8511169 9.2468923 4.3801615 10.5076223 7.8083960 10.0749490 7.3801589 9.3011246 6.0069420 9.4418208 11.7413287 7.9896636 11.5565521 11.7457094 10.4316078 9.5583111 9.8113493 6.6240614 13.4436333 8.9329411 9.4411726 10.9522461 11.8103655 NA 7.0805990 10.8245648 8.2849545 9.1116936 10.5670742 8.0968269 10.5506731 7.3907279 10.3854533 11.1837203 11.6707199 9.7524454 4.1995860 4.1000525 9.8587502 NA 11.4025268 7.9110815 5.4825192 12.6510726 10.2219545 9.7985076 10.1630608 10.1064772 9.2497982 11.5615041 9.9633523 9.9957345 7.0000552 3.4626151 9.6414243 5.4219806 1.2927229 7.7562207 0.8776657 11.2025892 3.1000525 6.7662400 6.5036111 7.1128752 -0.7072183 NA 11.5182048 10.6123683 10.5388429 11.4070892 9.8953950 7.3370902 7.0965043 8.0137955 11.4357604 10.3081111 9.6414243 10.1048734 11.2037135 5.4626217 8.5191082 NA NA 10.2526981 8.2555923 9.9809464 7.8357277 10.0830446 12.9048735 13.1839102 2.1000357 9.5606532 10.3067166 9.3735136 -0.7072183 3.1000525 0.8776657 NA 5.6850122 12.5502313 8.5757843 6.9791965 11.0546628 -0.7072183 8.7724762 9.2121106 10.4972673 10.6524456 6.4626217 11.2756897 9.8888858 10.6887657 8.9791965 4.8472854 9.1738100 8.8944667 4.2281568 6.8475147 10.3533920 -0.00683680 0.00000000 0.00716580 0.00591410 0.00716580 0.00257990 -0.06442800 0.00813990 -0.00213400 -0.00276560 -0.00276560 -0.00276560 -0.00276560 -0.00683680 -0.00683680 -0.00683680 0.00438520 0.01078600 0.00716580 0.00716580 0.00716580 0.00466310 0.00591410 -0.06711000 -0.06711000 0.00257990 -0.01909500 -0.01909500 -0.06442800 0.00456800 0.00456800 0.00674850 0.00674850 -0.04475600 0.00188600 0.00063753 -0.00213400 -0.00276560 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.9410536 11.7469954 9.3233633 13.0667625 8.6633834 NA 2.1000357 9.9365523 10.6876678 0.2926640 8.4348033 6.1255870 9.2599224 17.4542364 5.8776584 7.0475831 7.9147481 8.0968269 6.3801597 8.2055856 9.8405547 9.0559085 -0.7072183 10.3841315 11.2916884 10.0944045 7.6546396 7.8472848 10.2983206 7.0206167 12.2767531 3.9365531 8.9165776 8.7210561 4.6146215 10.1607469 8.7105485 9.6112390 9.6101087 -0.7072183 7.9509075 8.7273242 10.3533920 9.8211502 0.2926640 10.0290981 8.6480473 7.3316148 5.2468907 9.3668376 9.4219792 13.7106804 12.3178357 8.9455410 13.8047575 12.9162347 6.3039232 8.5664917 9.9401546 6.7273242 10.1421012 10.2396023 5.2699757 7.9220527 12.3691777 5.4219806 9.0341632 3.6850094 0.8776657 10.8088886 6.7020868 11.6991669 8.7744955 11.7767637 9.0408889 8.9526920 4.9886892 8.6480473 10.2033388 13.0383704 11.8334925 10.1768666 13.1132740 9.9606946 0.2926640 10.9509076 10.0400499 10.3841315 8.3425445 7.9896636 7.6325460 10.0944045 12.8695347 8.0838590 11.6052955 1.8776657 5.8004910 5.1995860 13.2148530 12.3479785 12.1485379 5.6502476 -0.7072183 0.8776657 9.3233633 12.0652169 10.6089324 6.1255870 11.0103725 11.6414242 11.6356041 9.3601305 11.2649579 4.4626217 11.3462826 6.5311007 4.4219773 8.6633834 11.1936761 4.2926934 5.4424426 12.3903958 9.4012206 10.9987604 8.9739344 1.8776657 13.6473587 4.8875448 5.0475820 7.8339862 7.4576033 8.8888860 10.1224188 10.8302106 8.5857539 6.8162579 12.6973055 9.7273244 8.0172098 11.5746261 10.2085754 9.3329858 10.9215972 0.8776657 9.1522308 6.2468926 12.3054934 8.3122867 8.7252381 9.2468923 9.5037325 12.1068780 4.2926934 10.3384557 4.1995860 10.8245648 10.8601769 9.9383545 12.6510726 12.1734275 8.5571386 9.9957345 9.8710688 10.1950712 6.1255870 10.5233170 8.9275072 NA 3.7521277 -0.7072183 6.7925417 14.3979044 9.3628170 -0.7072183 8.7724762 8.8568457 10.3540673 TCGA-2Z-A9JP 63 0 NA 893 kidney stage i t1a nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.9115962 9.8912949 7.0848286 1.2268784 12.1598005 8.4602994 14.0830786 NA 2.5092905 8.8433963 6.1457101 6.7890902 9.5385960 7.1516600 11.7747061 11.8562042 8.8543816 7.3089970 6.4652529 11.0648697 9.2888938 5.7215832 10.5887914 0.2268784 5.6862792 NA 2.0342157 10.9415225 9.9983371 7.8707038 3.9817339 8.1897435 9.3235628 9.3599898 10.4514523 9.6811469 7.6572999 5.1810429 7.4795127 8.4556663 4.4747735 11.3307910 9.8904057 11.5808214 8.2929368 4.1810469 10.1314822 7.4117228 10.2719247 9.9950319 6.9817351 3.8118101 11.2440597 9.6090609 7.4556667 5.3353725 5.1337402 8.9598629 8.5711436 2.2268476 8.4460163 10.4889424 -0.7732449 10.8796926 6.2380741 5.6191665 8.7346422 10.4017733 10.2942820 7.6234521 15.8741374 7.9445241 10.2331737 4.2268476 10.8652835 7.8155620 4.4363018 4.1337361 8.6234525 10.0180105 9.3169601 9.7823953 8.4240642 9.8424772 9.5329093 5.8267595 14.0854115 11.7437787 NA 11.2509484 8.9045672 8.7025810 -0.7732449 6.7582285 11.9453805 8.7106635 8.2212009 7.7775946 9.5909822 10.2105539 7.0470268 10.5470502 NA 8.3561306 NA NA 8.9999868 0.2268784 8.1186312 9.8108706 10.2983099 8.6510140 10.1216653 9.4030208 11.1030614 9.8787961 10.7005534 13.3014072 3.4747735 9.0665553 9.6718625 10.9645175 10.1620126 9.7718120 NA 0.8117998 2.0342157 0.8117998 5.5844003 13.8248419 11.4169809 13.3683162 11.5234771 11.8707038 8.5532772 8.6191650 6.4067560 9.9272873 11.2828078 10.5901994 6.7425479 9.6593894 10.9737817 5.9950322 2.0342157 3.6862764 -0.7732449 8.7346422 13.6485180 9.4959743 11.0147501 8.3063324 4.3143122 9.1708274 8.3116561 10.9767547 12.9445240 9.3301355 6.5666980 9.2758384 11.4962665 6.5577639 11.2066300 12.2836546 12.0388243 8.8136873 10.1110181 6.2028682 13.8349291 8.9649398 8.3222446 8.8904057 9.3129839 NA 6.5666980 9.9699990 0.2268784 9.6343704 10.9788100 7.9581664 9.7455007 7.7066279 10.4017733 11.5360397 10.6969980 9.6086392 3.8118101 7.9615573 9.4959743 NA 9.4604674 8.1277143 3.6191665 12.8838310 11.4529587 9.2226148 10.5694779 9.6913934 8.6739309 11.4378263 9.8341779 9.7871804 6.8634727 3.8118101 9.2547537 4.4363018 2.2268476 7.8118101 2.0342157 10.2888938 2.6862764 7.9983371 5.5122490 3.6191665 NA 3.1337443 11.6191650 11.2328230 10.2303655 12.0464280 9.7126769 5.5122490 6.4074530 7.3301353 11.6767700 9.7484480 8.8341781 9.1486886 10.0762527 4.4747735 9.4301956 NA NA 9.6051424 6.8118101 10.3405898 7.5076187 10.2436559 9.5544003 10.8516430 1.8117998 9.3379833 12.6410043 9.9640949 NA 2.8118204 1.5487818 NA 3.9817339 12.8107531 10.7166956 5.2492140 9.9019225 NA 7.7106632 8.3561306 11.1091085 8.5510280 6.0972126 11.1744846 9.7621230 10.8502719 8.9716815 2.0342157 7.8304740 9.6883271 3.9272897 6.7735876 12.2506020 -0.0052677 0.0097209 0.0030846 -0.0048702 0.7904400 0.7966400 -0.0150730 0.7468800 -0.0654260 0.0775670 0.0775670 0.0775670 0.0522980 -0.0052677 -0.0052677 -0.0106530 0.0097209 0.0061964 0.0109750 0.0109750 0.0109750 0.0093030 -0.0013925 0.0066586 0.0066586 0.7987700 -0.0041612 -0.0041612 -0.0033310 0.0095816 0.0095816 0.0031843 0.0031843 -0.0078784 0.7656600 -0.8374000 -0.0654260 0.0775670 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.747 0.747 -0.832 -0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.747 0.747 -0.832 -0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.797 0.797 0.000 0.000 0.000 0.000 10.278057 11.730425 11.275675 12.875767 8.240868 NA 4.474773 9.775670 10.853702 NA 8.441167 8.472400 9.069198 16.702312 6.954769 7.923815 7.066052 6.726694 6.406756 7.133738 9.453260 10.223321 1.226878 10.334719 10.176185 9.714688 5.781436 8.651014 9.490117 7.411723 12.314473 6.109490 7.951362 9.675996 6.981735 9.561121 8.4411668 9.7862247 10.4344721 NA 8.5487757 8.2575147 10.3657593 9.3327560 3.3143050 9.9010399 8.8378723 8.0502149 4.7187014 8.7286848 3.7504136 13.2387737 12.8265280 8.7718120 12.9550870 12.4196028 5.3353725 7.1155910 10.0589465 9.3418913 10.5237638 10.2062728 3.8118101 6.7504095 13.7044162 3.3967760 9.2155323 1.8117998 -0.7732449 10.2233211 5.9547686 11.8906281 8.9393747 13.3014072 7.7814364 7.2212014 5.0480487 10.5816479 8.9220759 15.0754216 10.5901994 11.2942820 12.6412686 9.2602706 NA 11.9917192 9.2394720 10.8202387 8.0082073 6.5577639 7.4508492 9.9367929 11.9917192 7.7967035 11.2331737 4.8992723 7.7967035 7.9479466 13.7670828 11.2356264 11.5574844 7.6489126 -0.7732449 NA 7.6944533 12.5280580 10.2886845 7.0406284 9.9194631 11.3822983 11.1605382 8.8543816 11.0648697 3.8118101 9.1649569 8.1397370 4.5122522 8.2155325 11.0322650 4.4747735 7.3353725 10.9987455 10.0430312 10.6718625 9.1795889 2.2268476 14.8247547 7.1848198 6.3143104 8.0803443 7.4508492 7.2436558 9.6415328 9.7940621 8.6552076 7.0848286 11.5263419 8.2519870 6.3561315 11.5558030 10.6191650 10.0406288 10.4865909 2.0342157 10.1209075 3.9817339 12.2267578 6.3143104 7.5214685 8.3063324 9.7356129 12.1884782 -0.7732449 9.8939592 NA 9.9699990 10.4550651 9.7176985 12.8838310 11.4305015 7.1033644 9.7871804 10.9329119 8.9850709 8.0502149 10.1133063 9.9376541 1.5487818 4.1337361 NA 7.8707038 12.4078709 8.0016345 NA 7.7106632 9.3418913 10.1314822 TCGA-2Z-A9JQ 66 0 NA 778 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 40 NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0954826 9.3281749 7.1290522 NA 12.8899118 7.0544437 13.4123814 1.1632411 NA 6.4670479 6.4300544 7.1174644 9.5641474 6.0701574 11.7871494 12.3944891 8.4347308 6.4300544 6.6226991 11.3836462 8.3331929 1.1632411 10.0134547 NA 5.0212487 NA NA 9.6369737 9.9929907 7.4851958 5.9961582 7.9898162 9.2665558 9.0851089 9.2374093 9.4370635 7.0459114 4.8071230 9.2103918 8.8143197 5.2076625 9.3356954 1.1632411 11.8545753 9.1772885 2.1632733 9.7908018 6.3331929 9.7724467 9.8374602 6.7482304 6.1174644 11.4733126 9.5317744 6.5208198 6.7024262 4.6868310 7.2822090 9.5916282 4.6227020 6.3130154 10.0134547 0.1632411 11.3161865 3.1632733 7.5031181 7.9248190 12.0040458 7.9641676 8.2347303 16.0611606 7.7631805 9.3431771 3.9706236 10.3641665 8.2925508 4.7482304 5.7488315 9.0999058 8.6985432 10.5186190 9.2665558 8.4624761 9.4230113 8.7889767 5.4111957 13.7046066 12.4055489 5.6226991 12.0355580 7.4531949 8.8671715 NA 5.8911883 13.4097116 7.7926244 8.6710626 7.5641472 8.9673989 9.8161129 6.4111957 8.6966755 2.7482251 7.3920864 NA NA 9.2131164 2.9706144 8.3481434 9.8250461 10.0243549 8.0880806 9.6907450 9.8757950 11.1650420 9.2586650 10.2199057 13.9512725 0.1632411 8.7726313 9.9641678 10.9297968 10.1702951 9.6410263 NA 0.1632411 0.1632411 NA 6.9314526 14.0781202 11.3066511 10.4300545 11.8361352 11.0466749 5.2507305 7.3331929 3.8637105 9.7853197 10.7752149 9.6430482 5.5555861 6.0212487 10.8886342 5.2925499 4.4851949 6.6226991 1.7482465 7.7998922 13.0609243 8.4532867 11.2307023 8.4111953 5.4486697 8.6349432 8.5768958 11.1361975 7.0212487 10.3715022 4.4851949 9.7388828 10.5437290 5.5895328 10.4544386 11.9750440 12.2983359 8.0999058 10.5922352 8.0808788 14.2252297 8.0940054 9.0851089 8.3824364 10.3066512 NA 6.8637081 10.1618583 0.1632411 9.9902613 10.9641678 7.7406969 9.5186189 8.9770492 9.9364071 13.0916012 10.1604474 8.8865535 5.0701574 9.3155529 8.8877817 NA 7.3431768 8.8809444 2.1632733 13.8180158 10.9576838 9.3629402 9.2185504 9.7312240 8.2925508 11.0075814 10.1319348 9.5119961 5.2076625 2.1632733 8.9013602 4.7482304 3.4851949 5.7178573 1.7482465 10.5853327 1.7482465 8.4578885 5.2085368 2.7482251 NA NA 11.4941848 10.2035576 10.8766545 12.2474119 6.8356930 4.9706236 4.4604608 6.7178573 12.1565602 9.9181554 8.3530926 8.5512853 8.9380549 3.9706236 10.1072478 NA NA 10.5842808 5.9446266 10.2704850 7.7557248 9.6349432 8.1116349 10.9625495 4.2507342 10.3406874 13.1683661 9.7101624 3.6226961 2.1632733 1.1632411 2.4851949 3.6226961 12.9156486 10.4784174 5.6868310 10.2414187 1.7482465 6.2507305 8.9114609 10.9503542 9.5252117 4.7482304 11.1884075 9.2454170 11.3072888 10.0274540 2.9706144 8.1057823 9.1462614 2.4851949 7.5031181 13.5850698 -0.0063668 0.0130740 0.0718220 0.0000000 1.6490000 0.0037465 -0.0158790 0.7833100 -0.0630320 0.1093500 0.1093500 0.1093500 0.1093500 -0.0063668 -0.0063668 -0.0063668 0.0130740 0.0672100 0.0718220 0.0718220 0.0718220 0.0099287 0.0000000 0.0029133 0.0029133 -0.0060532 -0.0063668 -0.0063668 -0.0158790 -0.0129890 -0.0129890 0.0051021 0.0051021 -0.0073339 0.7904500 0.0033299 -0.0630320 0.1093500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.649 1.649 0.000 0.000 0.000 0.000 0.109 0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.649 1.649 0.000 0.000 0.000 0.000 0.109 0.109 10.898824 11.210392 10.504231 12.266884 8.008758 NA 4.070157 9.318086 10.129052 NA 8.229357 7.725510 9.307926 11.968206 7.411196 7.140548 6.931453 8.471607 4.622702 7.282209 9.999318 10.415933 1.748247 10.377587 9.774293 9.360485 8.058086 10.702427 9.698543 9.408821 12.440846 5.777977 7.411196 9.952802 9.531774 8.853266 8.9380549 9.9331058 10.3944891 NA 9.3406875 8.0641348 10.2307022 9.2374093 NA 10.4986583 7.5978961 6.7178573 5.2076625 8.4300544 5.5895328 12.7300355 12.9708241 8.8602353 13.0091499 11.6216745 5.7482304 7.6226998 10.2090276 7.2717926 10.5811204 9.9802516 5.2507305 8.0150169 14.2688491 6.3130154 9.2899723 1.1632411 NA 9.5534369 7.2507305 12.4353144 8.5937205 13.9512725 6.0940059 7.1856357 4.0778326 14.1019286 7.6789677 13.7085944 9.6430482 11.3854591 11.7101624 9.2796120 2.1632733 9.6907450 9.6531159 9.5999794 7.3231395 5.5895328 7.7482304 10.6124165 11.9621447 6.4111957 10.2035576 5.1174623 7.4111957 8.3331929 14.3542261 11.1123651 11.1639722 7.8143197 NA 0.1632411 8.4761508 12.2158360 9.7312240 7.5119961 9.7742927 10.5768958 11.0813858 8.4347308 11.3836462 3.8637105 10.8080255 9.5448109 4.6868310 7.0821309 11.1540810 5.2076625 8.4393925 11.5404784 9.0118909 10.4382284 8.8071240 3.1632733 15.6701953 5.4210314 6.0212487 7.2185506 6.1632673 1.7482465 9.2320462 8.9181554 8.5641472 2.4851949 10.4851961 9.2185504 5.9181548 11.0580857 9.9064194 10.2809110 10.5779531 3.6226961 9.2131164 4.6227020 12.1454344 5.7482304 6.9706225 8.4111953 9.9389440 11.6501030 1.1632411 8.9706228 0.1632411 10.1618583 9.6511080 8.3431768 13.8180158 10.5684093 7.1966906 9.5119961 10.7575925 10.9641678 9.2691765 9.4463563 9.4964232 2.4851949 1.7482465 NA 6.9446277 11.7143897 8.0212487 1.1632411 6.2507305 8.4016727 9.9013602 TCGA-2Z-A9JR 57 0 NA 161 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.42651878 9.93263332 9.26166996 -1.07917317 12.34172009 8.65636479 13.10046085 -0.07932559 2.47407257 7.33433497 5.80335105 7.36779039 10.54184333 8.17337283 11.78759975 13.42360118 10.11546404 8.66554094 5.55006336 10.87853477 8.20841971 6.67559437 11.07742240 1.24263299 5.49056371 NA 2.62114930 10.77907681 10.25386261 8.51503194 4.41255799 8.25609780 9.63151358 10.03379822 10.41855903 9.63838360 7.85144486 5.27825987 11.02136958 9.67559473 7.09063223 11.43936040 9.15072772 10.70575091 9.83434463 3.24263299 10.22277486 7.74088642 10.17868427 10.33855979 7.48676102 7.35533524 11.34285610 8.88204109 7.98410226 5.85144423 3.56456109 9.31731198 8.75201462 5.59313263 7.72806200 10.08937937 NA 10.66385862 8.07805418 5.39644038 9.64775971 12.66910977 10.10929604 8.75042998 15.57762085 8.38013894 10.53955152 5.13016073 10.44230772 8.08812516 4.27825987 5.07876352 9.17809513 9.99685477 8.89225076 9.60808291 9.49245990 9.16982080 9.13987567 6.07045373 13.26687466 12.00268990 NA 11.85439787 9.28945387 7.96510144 NA 7.60018723 12.69178397 8.77557571 9.13016048 7.74088642 9.21187783 10.77868826 8.40452297 9.58506563 -1.07917317 8.56816553 -1.07917317 NA 9.74407446 1.24263299 8.13259535 10.02661570 9.95550621 8.41656237 10.45208872 9.03705133 11.39619749 9.32051920 10.26888208 14.01906836 -0.07932559 10.35901046 10.94515439 10.74725572 10.09063223 10.31677683 NA 2.24263299 2.38014760 -1.07917317 6.32158722 13.12252485 10.26722092 12.49127452 9.92843532 10.48961338 3.82759549 8.74884359 3.72806200 10.52849992 11.23217176 11.18112405 7.91222890 8.94861311 10.45062577 5.79107170 4.53541847 5.64862650 2.09061635 9.95275289 13.09874957 9.37603442 12.29030459 9.07299220 6.49813596 9.95550621 7.42453332 10.42674697 10.17809513 8.75675745 7.06536551 9.62640865 10.36623948 7.86028622 11.85402905 11.42279313 12.32930235 8.75042998 9.26055734 6.51032111 12.65848270 8.79722411 9.49624642 9.18983395 9.56456337 NA 7.49435480 10.20553132 -0.02973532 9.21581035 10.85439787 8.32797517 10.56681591 9.02661584 10.30441156 11.52433357 10.72160712 8.99206226 3.96510086 8.06281411 9.73769082 NA 9.78024201 7.70206669 5.89798821 12.39390561 10.92035494 9.13866500 10.14711943 9.82909986 9.10434269 10.97424285 9.19915676 10.57802570 8.27825941 4.00817312 10.38678368 3.38013374 4.44426950 7.13987567 3.87490514 10.34959075 -0.07932559 8.57891872 5.54378353 4.44426950 NA 3.44426950 11.69302180 10.71471689 10.61680538 12.10945061 8.89941765 8.80916135 6.76895444 7.95962643 11.04029685 10.09438441 8.81097161 9.64095147 11.00651165 5.53541847 9.20379555 NA NA 9.91222905 7.39238269 9.06281438 7.86322176 9.62027977 10.10991408 10.43196575 2.50566232 9.82006421 12.92431298 10.20263725 1.50568772 3.24263299 1.24263299 0.92067441 5.99752275 14.26472567 10.51129428 6.45208800 10.48771264 0.50568772 8.62114711 8.85937544 10.25218406 9.71512306 6.46760229 11.22648402 10.12955118 11.08278381 9.78046726 3.16864204 9.23245547 9.74963700 5.18955180 8.07053048 11.51619785 0.0058309 0.1421500 0.0022193 0.4103200 1.3720000 -0.0018014 -0.0094046 0.6719600 1.9245000 0.1088200 0.1088200 0.1572600 0.0577000 -0.0042163 -0.0042163 -0.0020111 0.1438400 0.0022193 0.0022193 0.0022193 0.0022193 0.0095883 -0.0306640 0.0000000 0.0000000 -0.0018014 -0.0015243 -0.0015243 -0.0094046 -0.0054997 -0.0054997 -0.0093373 0.0086135 -0.0030475 0.6803100 0.0055529 -0.0659840 0.1088200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 0.680 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.372 1.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 0.680 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.372 1.372 0.000 0.000 0.000 0.000 0.000 0.000 11.1383620 12.2310360 10.5395515 13.4785897 8.9065491 NA 3.0081642 9.6839196 10.5130428 -1.0791732 7.7408864 7.7941513 9.1092960 14.9841655 7.5168969 7.8836031 6.6954942 6.8864916 7.5243333 7.9623662 11.0890660 10.0428881 0.9206744 9.9235223 10.1603057 9.4743365 5.9319336 9.7926125 10.2066873 7.7786883 12.0734595 5.3636512 7.7724564 8.7102410 8.7296714 10.0557752 9.297918 9.892969 9.638384 -1.079173 10.497664 8.650328 9.322653 10.594458 2.621149 10.360019 9.384232 7.455982 4.505669 8.951374 4.593133 13.216907 11.014785 9.341720 13.788999 12.341589 6.330098 7.830600 9.728062 9.576238 10.412560 10.001525 4.206112 5.931934 13.475656 4.206112 8.244888 -1.079173 -1.079173 10.346972 6.628066 12.964931 9.747256 14.019068 8.965101 8.578919 6.159494 11.519458 10.122219 14.064011 11.181124 11.953614 12.536567 10.572656 1.505688 11.221918 10.430977 11.247418 8.522478 7.860286 7.900847 9.927033 12.300086 8.934728 10.998187 6.420553 6.784894 8.325849 13.242669 11.391874 12.378216 8.945847 NA -1.079173 8.682258 12.384104 10.987768 7.196831 10.570861 11.5786955 11.9231707 10.1154640 10.8785348 6.3801389 10.6146297 10.1332036 4.9207078 9.3594990 10.9937777 7.0906322 8.3923823 11.9768318 9.8283490 10.9817409 9.7559681 1.9207125 14.7117938 7.2174401 6.4520880 8.0346059 7.4205531 8.7020670 9.5518843 9.2210484 8.8199131 7.4559822 10.9280850 9.7336867 8.1252786 10.9702155 10.2962898 10.6340938 11.3364490 3.3130281 10.3140977 3.0081642 12.6307161 8.2913945 7.4045234 9.0729922 9.7888971 12.1380591 3.4442695 9.2471367 NA 10.2055313 10.8328481 9.9719161 12.3939056 10.9122290 8.6366692 10.5780257 10.4700106 10.6534004 8.7504300 10.0723580 9.9827533 0.5056877 1.4265868 NA 9.6115782 11.4498864 9.0729922 -1.0791732 8.6211471 8.9178867 11.0780542 TCGA-2Z-A9JS 74 1 492 NA kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7310044 9.9632076 7.3373079 0.3772904 11.9810484 10.7599492 12.5989689 -0.6225986 2.1534162 5.9920161 5.1586642 6.3256742 10.8186942 8.2321748 11.6849339 11.5473877 10.3968969 9.3307751 6.8160979 10.7271403 7.8077587 6.4487688 11.5162179 3.8367422 6.0707929 -1.6228207 4.5867587 10.6382257 10.2913175 8.8449119 3.9008668 8.4474271 9.2530556 9.6145162 8.7115796 10.2098007 8.8510119 5.2961710 8.9433602 10.1757781 6.7171568 8.8418521 4.6992351 10.4877895 10.6341046 1.1846612 9.4107293 7.6157113 9.8505046 10.3913267 7.9047833 8.0550259 11.3412336 8.9660209 8.6856452 4.2101940 3.9920161 9.5873687 9.4766541 5.0355183 5.0638049 10.2499811 7.0066627 10.5359159 10.4998107 9.2991471 10.4443910 12.1022463 10.1098976 9.1212991 15.6574970 8.8056665 10.5961721 4.5065892 10.4720438 8.2553572 2.6992407 4.9483766 9.1263377 9.6440928 8.7631685 9.4052121 9.7572260 8.8367378 8.9357270 6.6157106 13.2439573 11.9677763 NA 11.9290145 9.2696821 9.3073042 NA 8.8223210 12.4064209 8.4792819 9.0121172 7.8449116 10.0435302 10.9424083 8.4501089 6.9144079 3.1846612 9.4359744 2.0777557 NA 10.1814373 3.0211599 8.3050841 10.1672474 9.5484831 8.7951588 10.3423690 9.2507503 11.0636360 9.2871994 10.1761830 14.1723058 1.3772904 10.7522099 11.2781730 10.7866971 9.8061898 10.7101820 -1.6228207 1.3772904 3.1846612 0.9622899 5.7436281 13.0435302 10.9030717 9.3517209 9.6358723 10.3201872 5.1454900 8.8305770 4.7171555 11.3161507 11.7245123 11.6607636 6.2599485 7.0355172 11.0279092 4.8851009 4.9164671 9.0373020 0.6991962 9.1966870 12.6941534 10.4841962 12.2865430 9.4654319 8.1254992 9.8915272 7.1487958 10.5107952 7.5891942 9.6901892 3.7348613 10.0125935 9.9608592 8.2568894 12.4487686 11.7423983 11.8445296 9.3766016 9.1082772 7.2318010 12.3041581 9.0863900 9.8984159 8.6049223 8.7104617 NA 8.2368408 10.6947188 0.4022856 8.7804459 10.7715009 8.7003610 10.8527863 9.1684690 10.3351337 12.0017590 10.2637650 9.2127724 4.4858325 8.8067130 10.1229805 -1.6228207 9.0855280 8.7238200 6.4910482 12.3547650 10.7612805 9.5453514 10.3124713 9.6341046 9.2728814 11.0058475 9.3249431 10.7362321 8.4325887 3.7696237 10.4010606 3.8691607 2.1846612 7.8771522 2.7696237 10.8969424 3.4216946 8.3139442 6.8237277 4.3080404 NA 0.3772904 11.9040500 10.7623597 10.8134972 11.5631108 7.3488494 9.3314589 6.9305126 8.9864849 10.8236141 10.4312321 9.0820745 9.7238200 11.8323765 9.0506154 8.8701609 2.1846612 NA 9.8438925 8.1052265 9.0093925 8.2038545 9.5547258 12.6572795 9.9975260 5.1717232 10.0850968 13.9871775 10.4196462 -1.6228207 6.6735338 -0.6225986 2.6992407 7.2070290 14.6857519 9.8611220 7.7717687 11.6389604 -1.6228207 9.4460846 8.7172007 10.1998771 9.5059451 7.4910482 11.7700261 9.9533181 10.7312801 10.0139309 3.6252354 9.8671542 9.4366508 6.0037461 7.7915894 10.8865863 0.0000000 0.0287390 -0.0048747 -0.0025396 0.7752200 -0.0118870 -0.0272610 0.6499000 -0.0890370 0.0716780 0.1004500 0.1004500 0.0950460 -0.0487480 0.0000000 0.0000000 -0.0116110 -0.0060904 -0.0060904 -0.0060904 -0.0060904 0.0277780 0.0080567 0.0054139 0.0054139 -0.0118870 -0.0154660 -0.0154660 -0.0184900 -0.0047079 -0.0047079 0.0076392 0.0076392 -0.0286280 0.6730700 -0.0080244 -0.0890370 0.0716780 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.690 0.690 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.670 0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.690 0.690 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 11.2010715 12.6020616 10.8771521 13.3272697 9.4574574 NA 1.6992407 9.5553486 10.4991634 -0.6225986 8.5609415 8.5782047 8.9280531 12.2962626 5.3430915 6.4380017 7.0984059 8.5472312 6.0283570 8.6730751 13.0083696 9.7685498 0.3772904 9.7631685 10.3839830 9.8855962 5.5065892 15.7257750 10.0885430 9.1405187 11.9437028 5.4433945 7.3968967 8.6487692 9.2826932 10.4000208 9.6747957 10.1974852 9.1553834 1.1846612 9.8129764 8.8285173 8.6856452 11.1678584 3.9920161 10.6502276 9.8145381 7.0175512 2.9008765 9.3373081 6.4052130 13.5118128 10.8608701 9.5904104 13.8825285 12.2557404 7.1614826 8.7126965 10.1846612 6.9280528 10.6115249 10.4484333 7.9028273 5.6992351 13.8337569 7.1355297 9.3766016 NA NA 9.3124712 7.9753585 12.7255502 9.9566221 14.1723058 9.0202605 9.1229807 6.5002890 11.5187748 9.2998905 12.2379082 11.6607636 12.3207368 12.1463175 10.6554653 1.5472524 10.7140917 10.7615503 10.4322497 8.8591058 8.2568894 8.0426421 9.9901747 12.8914655 7.6603946 11.3336788 6.1321943 7.1974851 8.5283228 13.0840191 11.5960208 12.3831939 9.0542681 0.6991962 NA 8.7115796 12.6745807 11.3253011 7.5270531 11.1564100 11.5216458 12.5617167 10.3968969 10.7271403 4.6810894 11.8381460 8.1137083 3.3773042 9.7020494 11.5827680 6.7171568 7.6534305 12.1895688 9.2070290 11.4591225 10.2149342 2.4647728 14.9227836 7.9068732 6.4541216 7.9295141 6.5621814 9.0872517 9.9433602 9.3925332 8.9822672 5.1187750 8.2916915 10.1842586 9.3737798 10.5569043 9.6346940 11.3441721 11.7972664 3.1321984 10.0034715 4.2352905 12.5755533 9.0673042 7.7930479 9.4654319 9.4203199 12.3243039 2.6252237 9.0629312 -1.6228207 10.6947188 10.7602004 10.5440970 12.3547650 11.0934826 8.8014727 10.7362321 10.6612627 10.6476307 9.5565932 9.9145246 10.2271022 -1.6228207 -1.6228207 -0.6225986 8.0408645 10.3632691 9.7009239 0.6991962 9.4460846 8.3857347 11.7825807 TCGA-2Z-A9JT 71 0 NA 684 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7619308 9.4689058 7.7299517 1.5500634 11.6618302 7.5019104 13.9942810 NA 3.1398133 7.4326855 5.8354441 5.9075949 9.1757514 6.2779624 11.8389086 12.6738406 8.2915096 6.3049308 4.9423597 11.1739240 8.6480746 3.8719718 10.3346773 NA 4.8719718 NA 3.5500387 10.3314022 9.7174607 7.4689058 5.1938979 8.2982354 9.3412055 8.7932164 11.3272978 9.1007893 7.4326855 4.3573972 11.4342130 8.4689058 4.2504841 11.6585670 8.9929859 11.3248296 8.7149495 5.0736060 10.9207299 7.2915096 10.6844688 9.8469587 6.2224684 5.9423597 11.1201639 9.5088563 7.5944366 5.9423597 3.1350094 7.6585671 9.0418957 0.5500141 9.1573727 10.3573974 1.5500634 10.9689493 NA 4.5500449 7.7299517 10.1848535 8.8719705 8.7979701 16.1338598 7.3702218 9.8144851 3.3573972 10.3297619 7.3829326 4.0094726 5.4040380 9.4142286 9.2677188 9.8854328 10.1573728 7.6161320 10.1103754 8.8168291 5.6793253 14.0373801 11.3970998 NA 11.4234866 7.9122493 7.0418957 NA 5.9423597 13.0565980 8.0498883 9.2574018 7.8354447 8.4448604 9.6844688 6.1046323 11.4992856 1.5500634 8.0657425 2.5500387 NA 9.2435294 1.5500634 8.4387856 10.2417861 10.4584351 7.8446631 9.6507048 8.8261668 11.6066328 9.3923928 11.3420193 12.6956563 0.5500141 9.3198144 9.3379450 11.0578372 9.0012536 9.5668507 NA 2.5500387 4.1350012 2.5500387 6.4807805 14.4283809 12.1821289 13.8630672 12.8299432 11.9694761 4.0094726 7.2915096 5.5944381 9.6793256 11.4493994 9.3606143 7.0736050 9.5889616 11.3395762 3.3573972 NA 5.1938979 NA 7.9163650 12.9981588 9.1720944 10.3477041 8.1793991 1.5500634 8.3638238 8.2365428 9.6916643 8.9207298 8.7692111 7.1046312 8.8432842 11.2001968 5.3573972 9.8943384 11.9794492 11.8948932 8.1793991 10.7944064 7.4801884 14.5547897 8.3765908 8.6637847 7.8898927 9.5273224 NA 6.1350053 9.8331309 NA 10.4018384 10.5903323 7.3444584 9.5129385 9.1046312 10.1757514 12.4951205 9.8719707 9.5918933 4.0094726 8.4569330 8.9337467 NA 9.6480746 8.6533302 2.5500387 13.6095560 11.8038900 8.8674551 9.2711418 9.1684279 7.9075943 11.7909948 10.2830578 9.0458975 5.0094726 3.5500387 8.2642882 5.2504803 3.3573972 5.5042390 1.5500634 10.2347911 1.5500634 8.9075946 5.7199665 3.8719718 NA 4.7199665 11.5820882 10.9950574 10.5201484 12.3493241 8.9721073 3.7199719 4.0508412 7.1938989 12.2193705 9.5100445 8.1122852 8.3049299 9.2915094 8.9075946 10.6147853 NA NA 9.7812636 5.7199665 10.0677118 7.7979701 10.3346773 7.1046312 10.5862161 0.5500141 9.7099139 12.0418956 9.9615534 0.5500141 3.8719718 0.5500141 2.8719619 3.3573972 12.4501546 10.8515387 4.4569310 9.4326855 4.1350012 6.8719705 9.0814241 11.6579134 9.6026105 5.4569343 11.1702623 9.4925570 11.0627830 9.0969370 4.0094726 7.6895941 9.7472592 1.5500634 6.9019529 13.2082540 -0.00759630 0.01028500 0.01195800 0.00124810 0.57558000 -0.00622860 -0.01986300 0.51246000 -0.07643800 0.06514000 0.07671000 0.07671000 0.07671000 -0.02295000 -0.02295000 -0.00739750 -0.00320580 -0.00087733 -0.00087733 -0.00087733 -0.00087733 0.00708260 0.00124810 0.00000000 -0.00601370 -0.00622860 -0.00553750 -0.01078400 -0.01986300 -0.01871400 -0.01871400 -0.00912860 -0.01128200 -0.02068700 0.53432000 0.00277450 -0.07643800 0.06514000 0.000 0.000 0.000 0.000 0.562 0.562 0.000 0.000 0.000 0.515 0.515 0.512 0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.522 0.522 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.576 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.562 0.562 0.000 0.000 0.000 0.515 0.515 0.512 0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.522 0.522 -0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.576 0.576 0.000 0.000 0.000 0.000 0.000 0.000 9.267719 11.267719 10.897664 12.114668 7.561270 2.135009 3.719972 9.990912 10.627926 NA 7.719968 8.229523 8.719967 16.959848 8.538727 8.862926 7.104631 6.009475 7.797970 6.041896 9.291509 10.679326 2.550039 10.336312 9.937995 9.453924 5.907595 12.623515 9.029823 7.942360 12.724344 5.719966 7.492557 9.435739 8.193899 8.504239 8.4326855 9.3477040 11.2400405 NA 9.0012536 7.0578369 10.4718835 8.6375052 NA 10.0398904 8.4387856 7.4448600 6.5500418 8.4080235 4.2504841 13.0570938 13.0087055 8.3248295 12.6308600 11.5223043 4.5500449 8.3115939 9.8238382 10.6493903 10.5668508 10.6572596 5.1938979 6.0736039 13.5554916 4.9423597 9.4142286 0.5500141 0.5500141 9.4866804 6.3314025 12.1564477 8.6533302 12.6956563 6.7594954 7.7979701 3.7469684 10.6520182 9.3379450 13.1248725 9.3606143 10.9509220 12.3057647 8.8987707 2.1350094 11.2617095 8.8168291 9.8492506 7.0418957 5.3573972 6.6793253 10.3182269 12.0428971 7.9929859 10.3573974 4.2504841 7.5158268 7.8987707 14.3542794 11.4111294 10.8697147 7.8719705 1.5500634 0.5500141 7.6053247 12.3186404 9.1186447 6.5500418 9.5528575 11.655296 10.644120 8.291510 11.173924 5.797970 10.279663 9.862925 5.250480 7.277963 11.925793 4.250484 7.208254 11.101751 9.420407 10.562667 8.583466 2.550039 15.112702 8.472240 5.594438 6.657521 8.073604 4.250484 8.988834 9.344458 8.089202 6.816829 10.997126 9.017648 5.504239 12.478931 10.495486 9.444860 9.588962 1.550063 9.037883 3.135009 11.968090 5.456934 6.382932 8.179399 9.715151 11.994022 4.135001 9.208254 2.550039 9.833131 9.679326 9.013567 13.609556 10.721219 7.616132 9.045898 11.125582 10.211821 8.291510 10.183038 9.605325 NA 5.009473 NA 7.395532 12.776885 7.057837 NA 6.871971 8.089202 10.037883 TCGA-3Z-A93Z 69 0 NA 385 kidney stage i t1a n0 m0 19-3-2015 male 2013 NA yes 100 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 387.18.0 NA NA 3 2 3 3 2 2 3 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1273036 10.1545554 6.7366035 3.0276495 9.4603547 7.6421810 11.9647431 NA 1.7112746 7.2520248 10.4160008 7.4769600 10.1449957 8.8507744 11.9067643 11.2523961 9.9638372 8.4120210 4.7534762 10.3777415 8.2189962 6.8663714 11.0661493 NA 6.9710687 -0.6727725 0.3272275 10.2755798 10.1409938 7.5846003 3.3272131 8.2667917 9.4705958 10.1028229 9.9647431 9.9529215 9.7087556 5.7701551 10.1232522 9.2755798 6.7784241 10.4429066 4.9121756 10.5127076 10.8130419 2.3271987 10.6831143 9.1151152 10.5219695 10.5554301 7.5021380 6.9710687 10.7383263 8.2697270 8.3606355 6.3384405 -0.6727725 9.3770613 8.5195053 NA 7.5170371 9.0937416 3.0276495 10.5769187 9.1695630 6.0137124 12.2742504 13.2654138 10.3426276 10.2212724 16.1653948 8.4564957 10.1616837 4.6847626 9.4769598 7.2755798 7.2929970 3.0276495 8.9996379 9.0720466 9.2579500 10.0397397 7.7701564 8.4996402 9.2129090 6.4870843 13.3906077 10.9041693 NA 12.0585317 10.3117379 7.4971373 NA 3.2341027 12.2014255 8.3523520 8.7804833 8.8875454 7.5219694 10.6235553 8.3906075 13.3333905 3.7195339 9.0754053 2.4971269 NA 9.5058774 4.6126120 8.8721771 9.2067958 10.7275584 8.1377842 8.8090121 9.4252447 11.2976852 9.9719703 10.6907999 12.0442464 3.7195339 10.1596438 9.8300444 10.2908312 9.8517544 9.5668112 NA 1.9121900 1.9121900 0.3272275 7.8429122 13.9690950 8.2129088 13.8690352 9.8750711 9.9234024 3.0276495 6.4870843 10.0397397 9.9252651 9.9674576 11.5951141 9.2549906 6.7784241 11.4298445 6.9419221 3.4971397 -0.6727725 0.9121900 8.5342270 13.4117719 8.9943240 10.5281112 8.9602079 7.6033370 10.0388796 8.9800576 10.1070387 11.2106196 9.6045000 7.0276528 10.4744938 10.1672037 7.8932669 10.7993958 12.6492816 11.5751401 7.6715085 9.5678371 2.9859922 12.3386146 8.6603678 10.1921726 9.1616837 10.5775111 1.9121900 7.9271255 10.4858223 10.0317647 8.2942081 11.2994745 8.4383482 10.9737713 9.1167463 10.4040283 11.2908312 9.8409403 8.6888713 5.5366653 7.2814089 9.8160569 NA 9.2205142 8.9836375 5.9996370 13.1138906 9.9872086 8.8330242 10.5822412 10.1813017 9.3243921 10.9597671 9.6389609 9.8537119 7.9308390 2.3271987 11.2911924 7.1664162 3.1345660 6.8507744 5.8029454 10.4448558 6.5268857 9.2886624 6.8293676 4.2814089 NA NA 11.1337623 10.8507746 11.0027287 11.7968544 7.6626029 7.5417742 6.4109584 11.9100603 11.3034187 10.6626030 8.6033370 9.6978999 10.8678251 1.3272275 8.4642039 NA -0.6727725 9.9996380 7.9746710 9.4539171 8.1569355 9.8369876 13.0189561 14.3103844 7.6126149 11.2520251 12.4693197 9.6726179 1.9121900 3.2341027 0.9121900 0.3272275 5.3272131 14.2005606 9.9140525 6.5939991 10.6417959 NA 8.0887639 8.7968952 9.2653220 9.2667919 7.0276528 11.0306837 9.5524201 11.2284566 9.7421620 7.7618411 9.7794539 9.4487461 4.2541632 7.9902367 10.9345430 -0.00172190 0.37502000 0.00666530 0.41647000 0.05281000 -0.00567570 -0.06142000 0.00180300 0.01028500 0.03242200 0.03242200 0.03242200 0.03242200 -0.00083160 -0.00083160 -0.00172190 0.36215000 -0.43246000 -0.43246000 -0.43246000 -0.43246000 0.00041593 0.41647000 -0.01257600 -0.01257600 -0.00788630 -0.00761010 -0.00761010 -0.06236100 -0.01340600 -0.01340600 -0.01245700 -0.00968060 -0.43914000 0.00291330 0.00152550 0.01028500 0.03242200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.399 0.399 0.000 0.000 0.375 0.375 -0.432 0.000 0.000 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.399 0.399 0.000 0.000 0.375 0.375 -0.432 0.000 0.000 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.757665 11.438674 8.802946 12.281409 9.387909 NA 3.027649 9.872177 11.223923 2.134582 9.696810 7.612615 9.318734 12.466924 7.240102 7.398675 6.095397 8.338440 7.941923 7.819066 9.137784 9.515802 2.497127 9.103646 9.455684 10.494003 6.575140 13.248868 10.845866 8.704423 12.410522 5.234103 6.593999 7.560833 5.371608 10.294439 9.5584337 10.1353724 8.8683093 0.3272275 10.0846026 8.3243921 5.9710699 9.8615155 3.9121708 9.6637191 9.2638506 6.4971381 9.4883445 9.5305606 6.6400960 12.6446252 10.9524648 9.6491406 13.6245588 12.7972359 6.0821001 8.6978999 9.5342270 6.1085725 9.4616389 9.1632630 7.4769600 7.7492775 13.3329249 9.5158015 9.2726564 6.0276517 -0.6727725 10.0871008 6.6847640 12.9107655 9.0397397 12.0442464 8.7238172 6.7280919 6.4990406 10.1167463 10.4193090 15.7388726 11.5951141 10.5342269 13.4913339 10.4331212 1.9121900 11.6637192 10.3342399 9.7302247 8.5822414 7.8932669 7.9960978 10.2549906 12.2998335 9.2325996 10.8190557 3.2341027 6.3495811 6.4769600 14.1054674 11.1445960 12.3110969 6.2697270 4.1851926 -0.6727725 10.5188888 12.5656174 10.8025965 7.7701564 10.3872330 11.353736 11.985424 9.963837 10.377742 5.786643 10.992549 10.315897 7.160102 9.545170 15.146212 6.778424 7.252025 12.776356 9.126494 11.226192 9.212909 2.912171 14.508210 5.748603 5.349581 9.454123 10.088764 9.025917 9.684765 7.697900 8.654631 4.881802 11.943072 9.495885 8.529336 11.322273 10.546381 8.963837 10.770156 1.912190 9.721675 7.662603 12.769879 7.662603 7.203730 8.960208 9.581733 12.008671 5.327213 8.988991 6.404028 10.485822 10.519505 10.453917 13.113891 10.673172 8.324392 9.853712 11.334590 10.494631 6.147392 10.388584 9.988100 1.649156 4.684763 NA 10.504009 12.362443 8.499640 5.327213 8.088764 7.671509 10.201426 TCGA-4A-A93W 66 0 NA 4 kidney stage i t1a n0 m0 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes 12.5 1943 white not hispanic or latino 386.28.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5579082 9.5621352 8.4938546 -0.1767398 11.6755330 9.9846203 12.7818419 -0.1767398 1.8918858 7.3968454 6.2410508 7.8400068 10.3319837 8.2155160 10.9975001 11.3890147 10.0835124 8.5979855 6.6749479 10.8235508 10.1746899 6.2162880 11.2877443 3.9931218 7.0520170 NA 6.5442984 10.8029810 10.3344570 8.8061922 4.6305511 8.5044369 9.7375837 9.9172763 9.8517953 10.1417414 8.7027818 6.1085997 7.5305577 9.6624022 6.4885343 8.6192380 5.6811794 10.1619349 9.8386135 1.4081684 9.6513350 8.1132176 10.1462532 10.4760435 7.7088949 5.4956248 11.1885832 9.8651315 8.2826302 6.6873841 4.6305511 9.3190536 9.3039887 2.9931309 5.5511191 9.6168019 5.3309921 11.1004859 8.2283401 8.5697129 8.6919131 12.5696079 9.8744075 8.0923253 15.2392538 8.3968458 10.5344353 4.5780873 10.4447925 8.5425873 6.2826307 4.5330400 10.5305576 9.6710389 9.2989320 9.9073426 9.5000372 8.9408415 8.1473790 6.0228716 13.1808880 11.7741189 4.7539361 11.5404465 9.1154050 8.7875396 NA 7.5646655 12.5335745 9.2897849 8.9133110 7.9291069 9.3749069 11.4502764 8.4634434 6.9618803 3.2155233 9.4100383 4.7773934 NA 9.3170539 2.9931309 8.8675926 9.7509766 10.1911593 8.8260136 10.2499875 9.7976131 11.3092114 9.6796240 10.6025075 13.8297438 -0.1767398 10.2728579 10.5971619 10.7968959 9.9434364 10.0277697 -1.1769029 7.9576250 2.7300965 1.8231787 7.8203781 13.6482567 12.1160953 9.3130465 10.4502764 11.3474954 3.6811794 8.4724549 4.8455653 10.8566215 10.9786493 11.2468397 6.3309939 6.6433771 11.0811756 4.6045577 6.2240789 7.2867232 NA 9.3230444 13.2815411 10.7777584 11.9197490 9.0627971 7.4415839 9.8476456 8.2155160 11.6815371 6.9780171 9.6176144 6.4305295 10.2798456 9.8593722 7.5579078 11.2415783 11.1914321 11.5695029 8.5391604 9.8679820 7.5891313 12.6377810 8.9408415 9.5638226 8.6592489 9.1451267 NA 8.9251743 10.3447990 2.0357647 7.9211251 10.6485549 8.6111012 10.4221815 9.0363028 10.4880902 11.8309266 10.1851423 9.1618013 4.5780873 9.5587546 9.9000141 NA 9.5192968 9.2795530 4.6560902 12.8934034 10.6686886 9.2744096 10.2562622 9.9251742 9.3170539 11.2551662 9.4956238 10.5667707 7.1851420 2.9931309 10.5688728 5.0711277 1.8231787 6.8784814 1.6305453 10.0514160 4.4081616 8.5730681 6.3271035 4.6305511 NA NA 11.8535208 11.1982380 10.9579457 12.4410103 6.6497477 8.4434185 6.8834082 8.8004784 11.2963969 10.6592489 8.5044369 9.8744075 11.9830699 3.4081548 9.4175232 -1.1769029 NA 10.0399444 7.1674944 9.3958987 8.2702818 10.1264085 11.6323637 10.1423061 4.1451231 9.6881585 14.4165605 10.3295061 0.4081684 2.7300965 -0.1767398 0.8231787 5.3777866 15.0202808 10.8182590 6.0993226 11.0423670 0.4081684 8.5780862 8.5765656 10.4369880 9.3863947 7.3270244 11.4408956 9.6600380 10.6045582 9.8011939 2.6305453 9.6866105 8.9576247 4.7351322 7.1565776 11.6117130 -0.0141880 0.0089327 0.0064277 0.0000000 0.9100500 0.0010111 -0.0158390 0.8471700 -0.0658100 0.0774720 0.0774720 0.0700110 0.0700110 -0.0141880 -0.0141880 -0.0141880 0.0089327 -0.0024303 0.0064277 0.0064277 0.0064277 0.0146500 -0.0178440 0.0131140 0.0131140 -0.0111280 -0.0128110 -0.0128110 -0.0158390 -0.0166640 -0.0166640 -0.0215610 0.0111620 -0.0172860 -0.0379940 0.0010111 -0.0658100 0.0774720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.842 0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.845 0.845 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.842 0.842 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.845 0.845 0.000 0.000 0.000 0.000 0.000 0.000 11.7031646 11.8796669 10.7668122 10.9544124 9.0734971 -1.1769029 4.6305511 10.0006181 10.2556413 NA 8.9106613 8.7947421 9.0179553 13.1966755 5.8675926 6.8344255 7.2826298 8.3290101 6.2155155 8.0993231 9.0006181 10.0222574 0.8231787 9.4831944 9.8116915 10.1264085 6.0228716 11.0993230 9.8393104 7.8175523 12.0854358 4.8892886 7.5713916 9.2014935 9.5026787 9.9277972 9.0651816 10.0882275 9.7947421 -1.1769029 9.9126490 9.1246947 9.0946615 10.4484508 3.5236372 10.0074540 9.1360814 7.7119415 4.8004806 9.1719266 6.5511191 12.8379165 11.2854452 9.4876459 13.7489384 12.7052684 6.4379085 7.9369406 9.6224802 6.2494624 10.7138428 9.8168446 4.2155155 10.0062136 13.9746908 6.9421391 10.0093127 5.0326519 2.7300965 9.8593722 6.6176144 12.4054582 9.9780167 13.8297438 8.8986776 8.0228710 6.3350294 12.9406793 7.0852929 12.1887008 11.2468397 12.0444836 12.5974708 10.0969942 0.8231787 10.5617131 9.5374440 9.9899893 8.9356380 7.5579078 8.0734968 9.9849603 12.4036927 7.9576250 11.4740259 6.5847491 7.1541153 8.8231984 13.6711583 10.8469529 12.2857008 9.5805885 4.1085997 -1.1769029 8.8825431 12.3313647 11.2191075 8.0302130 10.6659417 11.7092761 12.2952547 10.0835124 10.8235508 5.6686893 11.6333685 8.1086008 6.0228716 9.3080213 11.3067776 6.4885343 9.0699392 11.6281201 8.6353757 11.6139543 10.3638109 2.8231991 14.2074089 7.4452872 6.6045577 7.8164768 7.0423675 7.5979855 9.6529213 9.6361780 8.6678574 3.7300856 10.0417618 9.7405706 8.7539357 11.3198027 9.9843304 11.1406112 11.4247372 3.9931218 10.1757938 1.4081684 12.9802099 7.2283396 6.8400074 9.0627971 9.3332902 12.6331676 3.1451231 9.1212610 0.4081684 10.3447990 10.6066061 9.9773837 12.8934034 10.8970054 9.0556195 10.5667707 10.8672511 10.7810588 7.7860945 10.3477403 10.5378734 1.1451557 1.4081684 NA 7.8427891 11.4259925 8.7583635 -0.1767398 8.5780862 8.4231113 10.5659290 TCGA-4A-A93X 58 0 NA 390 kidney NA NA NA NA 19-3-2015 male 2013 NA yes 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 386.28.0 NA NA 1 3 4 2 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.9600956 9.0329557 6.1552716 -1.1933047 6.1194267 7.8657531 13.4862436 -1.1933047 4.4567339 8.2180546 5.3143376 8.0208627 10.2004703 6.7952280 10.9470539 9.7549109 9.7802410 9.1171563 1.3914928 11.4562489 8.1307240 4.8940077 9.3952582 NA 5.6394348 NA NA 9.7468572 10.5585060 8.2598143 4.0159970 9.0977143 9.7607399 9.5387110 8.8079518 9.9300185 5.5747282 6.1284708 2.1284584 9.6441716 5.7952293 7.6769084 1.3914928 10.8796810 7.1945609 2.2659769 9.4313390 8.0257121 9.4593886 10.3286347 6.9306652 11.3908015 12.0335127 9.2515584 8.8037230 3.3300994 4.1988634 9.2598143 7.5911782 -1.1933047 4.3915065 10.8245317 4.0159970 9.6745945 1.1284914 1.6139088 8.5121759 8.2883429 10.9258090 6.2494871 16.1351397 7.3063898 10.5327618 3.3300994 9.8973177 7.7752106 -0.1934697 3.0105292 11.0260147 9.5903604 8.9988364 10.1413756 8.4665394 9.6147034 10.4886604 6.5614315 14.5998421 10.5850315 NA 11.9532714 10.3562177 5.4503997 NA 3.6138970 11.8835262 7.5344640 9.5555750 7.8454625 8.7780873 10.5459024 7.9963684 11.7746614 NA 10.2938813 2.1284584 NA 8.8739780 3.0544665 7.5207892 9.7643712 12.3765179 8.8261344 10.3919757 6.9814691 12.1046664 9.9701933 10.9476928 13.1973172 0.3915478 10.0352481 9.8986401 11.5169196 9.8247438 10.2052873 -1.1933047 0.3915478 -0.1934697 NA 5.9562914 15.0216784 8.8780061 11.8871946 10.4531024 10.9559732 3.0544665 7.7194326 8.5395590 10.6949064 9.3043954 11.1316242 4.2659769 8.8205642 11.3706931 1.3914928 1.3914928 3.1988556 0.3915478 9.5555750 15.4620464 10.5513775 2.1284584 7.7431817 6.6645241 9.1913275 8.3971308 11.1507702 10.2556923 9.9600956 2.7134319 9.3245870 11.8915181 7.8316835 10.9742754 11.9353435 11.6666607 9.1307242 9.5139028 2.4318101 11.5218622 9.5429456 9.0686386 9.5605959 8.1284718 -1.1933047 7.5813309 10.3596929 0.3915478 8.7689624 10.4485953 8.1307240 10.4036650 9.5919961 10.5526380 11.1043197 10.3053928 8.2104931 4.8509394 7.0257121 9.7394966 NA 11.0159970 5.3457015 4.8726318 13.4335074 10.0383648 8.9839632 10.4683217 9.9144146 8.8993007 10.7204316 9.4258466 10.2695571 7.2983971 5.9864519 9.3379251 0.3915478 0.3915478 9.2933788 3.7134319 10.5734865 8.9215872 6.6707299 5.6267224 1.1284914 -0.1934697 NA 11.7552759 10.9907991 11.0049887 11.5759683 10.0263172 8.7194330 6.7950578 8.3915061 10.9679905 7.4249288 9.3143383 9.7909621 10.5705859 1.8065303 9.7600126 -1.1933047 NA 9.9758424 7.8454625 9.7636456 7.5879035 9.1329731 9.6370588 8.7164367 2.3914928 9.3330428 12.1682133 11.3671153 -1.1933047 5.1611016 -1.1933047 2.9764736 4.4503997 13.4313962 9.5813307 6.1103236 10.0925237 NA 8.8739780 10.0051851 10.4531024 9.2710895 6.9199729 10.9448154 9.7759302 11.6811408 8.9739619 1.6139088 7.5547362 9.2536268 -0.1934697 6.8697234 11.8888590 -0.5116100 -0.5633100 0.0000000 0.5012500 0.5513300 0.1646700 0.0086823 0.0325210 0.0177530 -0.1554700 -0.1554700 -0.1554700 -0.1554700 -0.5767900 -0.5116100 -0.5116100 -0.5633100 0.0113290 0.0113290 0.0000000 0.0000000 -1.2929000 0.5012500 0.3750400 0.3750400 0.1646700 -0.5886800 -0.5781700 0.0190120 -0.5916100 -0.5957000 0.5508000 0.5508000 -0.0258260 0.1208600 -0.5959200 0.0177530 -0.1554700 0.000 0.000 -0.594 -0.594 0.000 0.000 0.551 0.000 -0.569 0.121 0.121 0.000 0.000 -0.599 -0.599 0.000 0.000 -0.512 -0.512 0.565 0.565 -0.588 -0.589 -0.558 -0.558 0.000 0.000 -0.604 -0.604 0.501 0.501 0.375 0.375 0.556 0.556 0.165 0.165 -0.578 -0.578 -0.155 -0.155 0.000 0.000 -0.594 -0.594 0.000 0.000 0.551 0.000 -0.569 0.121 0.121 0.000 0.000 -0.599 -0.599 0.000 0.000 -0.512 -0.512 0.565 0.565 -0.588 -0.589 -0.558 -0.558 0.000 0.000 -0.604 -0.604 0.501 0.501 0.375 0.375 0.556 0.556 0.165 0.165 -0.578 -0.578 -0.155 -0.155 4.0919452 11.8283912 9.3868021 14.2305130 9.1859220 NA 1.1284914 10.0431558 10.9335513 -1.1933047 5.2328066 7.0965623 8.9664149 15.5110012 3.4504063 6.0159970 7.9176794 2.3914928 4.1988634 8.5052483 2.7134319 10.2090228 0.8065303 8.9976029 10.2685346 11.0086675 6.6074442 1.3914928 10.6880400 4.6645227 12.0981432 0.3915478 7.5276428 9.3515080 1.8065303 10.5370137 8.5993338 9.4045962 10.1034599 NA 9.5919961 9.1340962 9.8219587 9.9951324 3.5614361 9.9124521 8.6815248 7.8913517 3.8509394 9.5069833 4.8726318 13.4817840 11.9504051 8.8563922 13.0537294 14.0453215 5.5879020 9.5242200 9.1307242 7.1552716 9.7694397 12.7314489 1.3914928 4.9764690 13.3175550 5.7607399 9.1171563 -0.1934697 NA 10.5730726 6.8672392 11.2254503 8.5580877 13.1973172 9.5061161 7.8966563 3.3450841 3.8940028 11.3931489 14.2799006 11.1316242 9.5952620 15.2301684 10.0520963 NA 11.2662314 8.2883429 9.1794088 7.6171155 7.8316835 7.1902484 9.6283176 12.4088946 7.3143385 11.7053302 6.9963684 6.6952868 5.9664143 14.5230810 11.8697702 12.0962744 6.9864530 -0.1934697 -0.1934697 9.3495754 12.0120315 11.1788537 7.7490582 10.6910957 10.8044287 12.0876043 9.7802410 11.4562489 4.0159970 8.9938957 8.1530575 2.6139088 8.5276428 11.4017125 5.7952293 4.7372811 12.4594972 9.8379002 11.2280825 9.5597604 3.6138970 14.3100278 6.7252872 7.9358269 8.9407517 6.1463945 8.1396992 10.3697399 10.4273545 9.0086676 3.5614361 11.4676536 8.3515082 7.4212536 12.0124896 10.3379251 10.9091755 11.0431558 2.1284584 10.0832497 4.3915065 12.5923966 8.1352188 8.2286085 7.7431817 8.7324096 12.2147407 1.1284914 9.0208627 1.1284914 10.3596929 11.0677571 10.3291252 13.4335074 11.4789690 8.0449481 10.2695571 10.5829767 10.0532842 7.9202856 10.1977873 9.6425940 -1.1933047 -0.1934697 0.3915478 8.6676307 11.3294047 9.1408170 0.8065303 8.8739780 9.4368108 10.9537485 TCGA-4A-A93Y 63 0 NA 352 kidney NA NA NA NA 19-3-2015 female 2013 NA yes 100 kidney papillary renal cell carcinoma yes 22.5 1987 black or african american not hispanic or latino 386.28.0 NA NA 2 1 2 2 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.9901944 10.2034409 8.7893540 4.2914046 12.3381413 9.7647996 12.7075511 NA 3.8126933 7.2478174 8.9269957 5.4068836 10.7371117 8.0889144 12.5081529 8.8327802 10.0030331 7.4878039 8.8489165 10.8835081 11.3071540 7.1123884 13.8191167 0.8990983 -1.1009791 -0.1009791 0.4840866 10.2322450 9.9428005 7.2165024 5.0076126 7.5174749 9.6722289 9.5027159 13.1627256 9.9496185 9.9898636 5.9971208 7.7288123 9.7184704 7.5211411 13.8585030 10.0488367 10.0270840 9.8401371 6.4613321 12.8313967 9.4019214 11.8779788 10.0373614 7.4498362 6.4990023 10.9061414 9.5067529 8.7508386 7.1085433 0.4840866 10.2681416 8.8605392 1.4840350 9.6531419 10.7040273 3.4840479 8.6133349 7.9543720 6.2999699 8.7256382 14.4639238 10.5895242 9.6236035 14.6996862 7.6967513 7.6337995 4.8532871 10.2621293 6.9865520 8.6869921 2.3023483 7.2566418 9.9337854 8.9256132 10.0545403 8.7663682 9.1267055 8.2654120 7.1036602 13.6503198 11.8316735 NA 12.0666646 9.8691739 9.6439235 0.4840866 7.6539772 11.0817943 8.5393345 10.1815989 7.8357277 8.3148315 11.2860299 8.9297567 9.4508075 NA 9.0639966 5.0690147 1.7064642 9.3106005 5.5995291 9.5465480 9.8371990 9.9892020 8.6253078 10.6064487 9.5537257 12.2587362 9.5715149 10.7663683 11.1076288 6.6672734 10.6509098 10.3237808 10.1128014 6.3909428 10.0501062 NA NA 2.9865566 -0.1009791 2.8059734 13.7641462 7.3295425 10.8371989 9.6012623 10.4632391 4.7817321 6.6472828 7.2697766 10.4948133 10.1798603 11.3675176 9.1230914 10.8745794 10.7020098 7.2344802 3.4840479 1.7064642 -0.1009791 9.3503008 14.0223219 8.7064446 8.0180304 9.6796295 5.7064449 9.5670881 8.1255018 9.7995790 5.5995291 8.6270100 8.4746287 9.7874524 10.2316857 8.2142390 10.4004293 12.2155126 11.3834090 10.2193261 9.2255191 4.4915453 12.3738095 9.3738096 7.4575106 9.4546374 9.2784680 1.4840350 8.1398808 10.6124762 6.8210494 7.3930249 10.7863102 7.9380087 10.7679121 7.6270100 10.4216711 11.2042964 10.3651661 9.0556279 6.3420338 7.1752142 9.7908733 NA 9.3326750 8.7586243 6.8820830 12.4964439 11.1252007 9.0076140 10.9567429 9.2763001 9.1891085 11.2535732 9.5776898 10.1746321 6.5855905 3.9865566 11.1345056 6.2300070 5.0889133 6.9047141 2.4840608 10.1728852 5.6672734 10.9901944 6.8763696 7.3042308 -0.1009791 3.3585229 11.4819372 10.5532781 10.6257335 11.4931809 8.8474567 8.3564705 5.6629005 9.3818976 11.2444948 10.3137748 9.2389397 9.2378261 11.2105542 3.5995320 8.9651788 NA -1.1009791 10.3626140 6.1470176 9.2478179 7.9516577 10.5397865 13.7201161 13.4869257 0.8990983 10.0551727 10.5238851 10.3738096 NA 5.3084810 4.7817321 NA 6.3420338 13.7252408 8.6081735 7.1279087 11.9209371 NA 9.0789988 9.3461006 10.5279908 9.2555416 7.4952794 11.3222055 10.7453635 10.8007107 8.9407488 7.5537253 10.1717194 9.6029931 3.7435796 7.3613876 10.3626140 0.00653620 0.00000000 -0.03857800 0.00041593 0.00138680 -0.00598440 0.00332990 0.02918400 -0.00221680 -0.00373950 -0.00590530 -0.00590530 -0.00590530 -0.08764200 -0.08764200 0.00653620 0.00000000 -0.03857800 -0.03857800 -0.03857800 -0.03857800 -0.00636680 0.00041593 0.00083195 0.00083195 -0.00166290 -0.00304750 -0.00304750 0.00332990 -0.00069303 -0.00069303 -0.01009400 -0.01009400 0.00124810 -0.00290910 0.00708260 -0.00221680 -0.00373950 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.2119725 11.9990948 9.2153711 11.8819050 8.6133349 -1.1009791 0.4840866 9.8320425 10.8292947 2.8059734 8.1303106 6.1182580 8.8194424 17.4611531 9.1775391 10.4152821 7.0639968 7.5855898 10.0141332 7.4802902 10.0520083 9.4206900 4.9865520 10.0322319 10.1273071 9.7184704 10.2544407 9.5238852 10.6882157 9.2838734 12.3007678 3.8059837 7.7224571 8.0257940 6.7570713 10.1248996 9.7655959 10.4665704 9.7961787 2.0690147 9.9858893 8.8044766 9.3758357 9.9832336 3.3585229 10.4063887 9.0765091 7.0488367 8.9678678 9.2577409 7.7319795 13.4157130 11.1360007 9.3656759 13.3687950 12.8655049 6.1658758 10.0206232 10.2806325 11.6199751 10.3358011 11.2421615 6.8179532 7.2610333 13.3738096 6.6804495 8.2232700 5.9434830 -1.1009791 11.2986346 7.5284463 13.1839137 8.8224172 11.1076288 9.0614808 7.9131102 3.6523718 8.3021015 10.9410909 12.9191146 11.3675176 12.0811735 12.6601213 10.5688605 1.2210109 11.2634979 9.4294959 11.5737233 8.3909428 8.2142390 7.1517553 10.2045814 12.4076272 11.3587774 11.2136729 4.4226501 6.4990023 6.0283724 14.2992513 11.2983675 11.9131101 7.9597858 2.9865566 0.4840866 8.6606409 12.9205034 10.3793699 6.5925766 10.6481210 12.124146 11.631045 10.003033 10.883508 7.802971 10.045658 8.904714 7.719268 10.014784 11.569376 7.521141 6.599529 12.272084 8.526624 11.419217 10.079620 1.484035 12.670992 6.454215 6.667273 7.332007 10.095692 9.113409 9.606449 9.845996 8.877800 10.358009 11.831304 9.235596 8.957081 11.538430 10.753568 9.583838 10.117047 2.599532 10.766368 6.606448 12.611738 8.522971 6.521142 9.679629 9.764251 12.287914 10.764436 9.818698 5.693506 10.612476 10.852559 10.115229 12.496444 11.228325 8.752399 10.174632 10.919375 10.445762 8.214239 10.582523 10.425100 6.542945 3.508492 NA 10.367205 11.341945 7.932512 4.325358 9.078999 8.184492 10.073391 TCGA-6D-AA2E 68 0 NA 370 kidney stage i t1b nx mx 19-3-2015 female 2013 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 387.18.0 NA NA 2 1 4 2 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5421569 9.9390670 6.6492964 0.1100959 11.8984476 5.5014232 13.0973123 NA 4.3862591 6.6492964 8.5426790 7.3437569 10.3473471 7.6913380 11.5494486 10.8865701 10.2290782 8.1352768 9.1545313 11.0952675 7.5939528 6.1435608 12.9981193 NA 1.1101628 NA -0.8897704 10.0034386 10.7768049 7.5489290 3.7539895 8.1896220 8.9540581 12.0581392 9.9820424 9.7174674 8.0672391 3.7539895 3.6951030 9.4808245 4.6647274 11.4351614 7.9712239 9.8683604 8.9398598 4.9174938 11.0364331 8.5797790 10.1234598 10.6589591 8.2342584 6.9618861 11.0988573 9.3796262 8.8018807 6.6336986 NA 9.1896220 8.0319779 3.9174890 5.8914970 10.5337783 -0.8897704 11.1342379 5.0643354 2.2800655 8.3954005 13.9959765 10.2731578 8.2850628 14.7397499 8.1654196 8.6531690 4.8380593 10.0686899 7.3909075 3.1975981 2.7295528 10.4167685 10.1447504 8.9866541 9.8044950 7.8448470 8.9303160 10.1234598 6.8980402 13.4698867 11.0614218 -0.8897704 11.7255368 9.4098947 10.3116484 NA 7.3533109 13.3823295 8.7266858 10.8873924 10.1331984 7.3628021 11.2522442 9.2381315 11.4305964 NA 8.3171516 0.6951030 -0.8897704 9.3932255 4.5024515 9.8541300 10.6965078 10.5551520 8.3244565 9.3280948 9.0185299 11.8141834 9.7458553 10.5848570 12.2660621 3.1101293 10.3017948 10.1421829 9.8174963 8.5675181 10.2355506 NA 3.6951030 4.1101377 1.4320508 1.6951030 13.2473684 7.1101367 11.2075109 10.2769279 10.8499177 2.4320775 7.5237650 5.6799923 10.7458552 10.2579780 11.7609398 8.1922864 10.6918085 10.6903957 6.1101377 5.6019906 3.1975981 0.1100959 7.6415186 12.7223145 8.7843293 10.1775715 9.6258370 5.9805029 9.8456931 7.9142679 10.0979198 8.3651658 9.9743232 5.6492964 9.4935391 10.7918148 8.3628026 11.2747298 12.0353206 10.2153909 10.0041970 9.7599950 5.6485201 12.7376710 9.0170277 9.6502652 8.8140405 10.5598016 -0.8897704 8.3122608 11.1255522 3.2800655 9.1571109 10.6570316 8.5878953 10.5200584 8.6356579 10.3885866 10.8014444 10.3891672 9.1822563 4.3580657 5.0170266 9.7602913 NA 11.0686898 9.1815995 6.3389556 12.3374522 9.9657843 9.4709842 9.9750971 10.1989254 9.2394202 11.1129591 9.4992306 10.5598016 7.3955393 2.6951030 9.9774159 7.1269450 4.0643310 7.0701392 3.2800655 10.9438178 3.5024579 7.5654647 7.0185897 7.4981543 NA 2.9174890 11.3137910 10.8049303 10.4786435 12.0712250 9.4024587 8.3556898 6.6172970 8.9805018 11.2403859 10.5179360 9.4093451 10.2763002 10.3669356 3.3580586 8.1101372 0.1100959 NA 10.2850628 7.6531690 9.3604356 7.8380574 9.9812723 11.2130970 14.0446112 NA 10.4410540 9.0657869 9.0260165 NA 3.1101293 1.1101628 -0.8897704 5.8380567 14.3477579 8.5343033 6.9988803 11.3350432 0.6951030 9.1297279 8.9951775 10.2206204 10.1633843 6.3670530 11.1836093 9.8600065 10.6139628 8.9743234 5.7966367 9.3909080 8.9805018 3.8893957 7.8438645 10.1721832 0.00180300 0.00430210 -0.00277070 -0.00124730 -0.00181210 -0.00415460 0.00332990 0.00194180 -0.00124730 0.00291330 0.00291330 0.00291330 0.00291330 0.00180300 0.00180300 0.00180300 0.00430210 -0.00277070 -0.00277070 -0.00277070 -0.00277070 -0.00138580 0.00055459 0.00036904 -0.00331190 -0.00138580 0.00180300 0.00180300 0.00252650 -0.00138580 -0.00138580 -0.00636680 -0.00636680 -0.00083160 0.00263570 0.00138680 -0.00124730 0.00291330 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.920709 11.907596 8.923918 13.333837 8.943027 NA 2.569564 10.025270 10.420335 1.432051 7.264955 8.135277 9.457758 17.186624 7.186953 7.502455 7.633699 8.221273 7.259884 8.557221 9.329306 9.238131 0.695103 9.874179 10.602491 9.849918 7.946188 12.383496 11.334139 9.278809 12.142174 4.664727 7.746762 8.302430 10.294393 10.105198 9.1694816 10.6814157 9.3580646 -0.8897704 8.5195281 8.3365494 9.3377530 10.0110040 1.9175081 10.1227616 8.6336989 6.2186611 6.4047584 9.2225766 8.2186616 13.4650752 11.8537093 9.0004015 13.7327038 12.6572726 6.1101377 9.0049550 10.2592491 6.3769241 9.9358909 9.3171514 4.6950974 8.6258370 12.7525273 6.6647260 9.3874246 4.8105768 NA 11.1627052 6.5695686 13.2540783 9.3085823 12.2660621 9.1896220 8.8105768 3.8456607 7.3389556 10.8036241 14.8941584 11.7609398 11.0751999 12.6629263 10.1352767 1.4320508 11.3070466 10.4184762 11.7035282 8.3556898 8.3628026 7.7611889 10.2193148 12.5599306 9.2471281 11.5192629 3.1101293 5.3195890 8.5757034 12.9399411 12.0190926 12.3909079 5.9430282 -0.8897704 -0.8897704 9.5322018 12.0310482 10.8707697 6.8105768 11.0577741 11.897632 12.175048 10.229078 11.095268 6.249688 10.630265 8.157261 5.536401 9.174880 13.634274 4.664727 4.601988 12.413056 9.330515 10.909419 9.618922 2.110129 13.336700 4.245998 5.519529 7.222890 8.247128 9.280062 10.119266 11.788737 8.394476 5.218661 13.055672 9.655102 9.189622 11.155214 10.288179 8.700724 11.430374 2.810587 9.387425 8.796638 12.480451 8.312261 8.264955 9.625837 9.315979 12.180929 7.046775 9.623865 4.064331 11.125552 10.884512 10.169482 12.337452 12.079883 8.844847 10.559802 10.092418 10.679993 7.087417 10.669036 9.394383 2.917489 6.241171 NA 9.402459 12.343941 9.182940 1.432051 9.129728 8.322025 10.129033 TCGA-A3-3306 67 0 NA 1120 kidney stage i t1b n0 m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 1 1 3 NA 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.51342926 10.04496535 8.19965223 NA 9.46564660 10.22236372 10.97583020 NA 0.31892416 4.85725947 8.37183283 7.50523198 10.23043577 8.99388491 11.75402467 10.49025503 11.80541842 9.26300905 1.04990952 9.83372170 6.34452495 5.99241950 11.76593121 NA 7.71878971 NA NA 10.26907348 9.76586687 6.66461510 1.37183762 9.21229623 9.23105722 9.76071130 10.46247477 10.50008519 8.32835449 6.40745643 11.24773589 9.89617889 6.04990517 10.42819977 2.21983452 9.46247467 10.51138432 0.04990952 10.77356585 10.12136722 10.13138833 10.41458673 8.27149197 1.37183762 9.92181015 8.38975479 7.70454071 2.37183762 1.04990952 9.19456309 8.33067581 1.63487202 6.18945692 9.02001069 -0.95009048 10.52665113 10.83249369 3.85726444 11.50108510 12.04779005 10.46775745 8.50933639 16.40146533 8.93101875 10.12002580 5.00410134 9.27872357 7.70811618 2.50934114 1.63487202 9.54775673 9.80976813 9.31082451 9.27511230 9.09293231 8.06113192 6.94472260 7.02144863 13.54707065 11.06462280 NA 10.91060391 11.23644634 7.12136774 NA 3.95680012 12.36080166 6.90165374 8.88753289 9.44436766 10.46300391 10.43899847 8.85080474 11.80545389 1.85726444 9.31082451 NA NA 9.63392792 4.44222031 8.39863297 9.41622709 10.84675570 9.04990490 8.63486731 8.61595878 11.65786394 9.16624896 9.85080474 13.18785663 -0.95009048 10.05666576 10.05903371 9.94699397 9.58615205 9.68652959 0.63487202 0.04990952 -0.95009048 -0.95009048 9.01713105 14.30567116 7.01568935 13.63310522 8.86528818 9.00264627 4.09429520 6.81808873 10.95265688 10.77527117 10.68788819 11.37927238 8.22233220 8.52361057 10.90243443 NA 3.50934114 NA 1.04990952 9.50625937 14.40690700 10.00482818 10.12538402 8.42276996 5.63486622 9.88595530 8.19711002 8.72041939 9.35938126 9.88595530 4.25935535 10.00088352 10.46511853 8.77100409 11.55497211 12.51304608 11.02825785 9.25813917 9.68743552 2.15422674 11.74273831 8.36051748 10.97286092 10.12002580 11.43306919 NA 7.19456284 12.31756945 12.95254947 8.55299525 11.61762334 8.24219757 10.87645341 7.03289869 9.19965198 12.17612539 10.31610580 7.49060783 5.00410134 6.98064229 10.03858955 NA 11.33559608 8.95529188 6.36278722 13.47800332 10.60257398 9.83126464 10.37633434 10.24158102 9.19456309 11.00915343 9.17789911 9.79137195 8.61976036 NA 10.27812232 4.04990081 3.04990952 8.55967994 3.13737236 11.41294455 5.25935912 8.70811652 6.20997771 4.60449244 NA NA 10.47249539 10.78926358 10.92065491 10.88239942 8.96429003 8.09702869 7.50510889 10.81850277 10.71301819 11.26179318 9.29069625 10.44383154 10.69826250 0.04990952 8.39863297 NA NA 9.71168297 10.90788594 9.75726399 8.10789654 8.82798189 14.80249463 13.16592390 2.04990952 11.05060917 14.08083062 9.92795584 NA 3.13737236 NA 1.04990952 6.77100475 14.35660746 9.71435217 7.61595915 10.78588399 -0.95009048 8.56560479 8.27569060 9.82962428 9.45929574 7.18433088 11.46300391 8.82798189 10.13537736 10.72409718 5.90788571 10.10586517 8.63486731 5.19517434 7.38578649 9.94850624 0.00875280 -0.00290910 0.03214000 0.01112100 0.00000000 -0.00027724 0.00138680 -0.00774820 -0.02246900 -0.19512000 -0.19512000 -0.15413000 -0.26001000 0.00875280 0.00875280 -0.01340200 -0.00636680 -0.68490000 -0.67269000 -0.67269000 -0.67269000 0.01586600 0.01112100 -0.68579000 -0.68579000 -0.01319600 -0.68288000 -0.68288000 0.00138680 0.00332990 0.00332990 0.00471900 0.00471900 -0.69061000 -0.70010000 0.02328600 -0.02246900 -0.19512000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.691 0.000 0.000 -0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.605 0.000 0.000 -0.673 -0.673 0.000 0.000 0.000 0.000 -0.686 -0.686 0.000 0.000 0.000 0.000 -0.683 -0.683 -0.195 -0.195 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.691 0.000 0.000 -0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.605 0.000 0.000 -0.673 -0.673 0.000 0.000 0.000 0.000 -0.686 -0.686 0.000 0.000 0.000 0.000 -0.683 -0.683 -0.195 -0.195 7.65353157 10.98948412 9.00700708 13.57334435 9.64236187 NA 0.04990952 9.35482656 10.61119286 -0.95009048 9.96279423 7.19965173 8.57150541 10.71657273 7.02144863 7.31669154 6.54975079 6.13736826 7.07227305 8.46353296 8.59486948 9.36844775 4.13736417 8.20218996 10.45823465 11.00700694 7.11599455 0.04990952 10.81145610 7.04990517 11.78797816 4.80479186 7.81808937 7.65723555 7.27390654 10.93254792 9.25813917 10.41786559 7.80144905 NA 10.86528818 7.77441876 5.72232940 10.30729270 4.63486622 9.98359562 9.85080474 6.42494392 6.78461391 10.65908362 5.94472260 13.23949786 10.51852894 9.93483860 13.08126151 13.29322768 7.42928287 8.89696233 8.99388491 7.49284821 9.70543558 8.79137195 4.04990081 2.21983452 12.34596073 8.19965223 8.72233008 1.04990952 2.21983452 10.15777576 8.55967994 13.10594984 9.74860949 13.18785663 9.88200378 8.12136722 6.67210282 7.97768291 11.44356350 16.04242287 11.37927238 11.33559608 14.32030974 10.23043577 -0.95009048 10.64422953 9.03716887 10.23849371 9.43360923 8.77100409 8.87327215 10.08882388 12.48609589 10.63627559 11.35168116 -0.95009048 5.47617104 5.88279465 15.12040912 11.31288063 12.52677765 6.93864807 0.04990952 NA 10.65723519 12.69938564 11.06419744 7.98948420 11.32719232 10.882004 12.353115 11.805418 9.833722 6.326029 12.472364 12.199176 3.573471 9.671957 14.265665 6.049905 0.634872 12.236787 9.153193 11.209776 9.427115 1.049910 13.426098 5.655458 6.249578 9.242358 9.227324 8.519547 9.661852 8.110601 8.962794 4.932548 11.368165 10.555716 9.987279 10.710347 9.512407 10.469338 10.195200 3.750349 9.697363 10.923733 12.142695 9.088824 6.811456 8.422770 8.882985 12.584086 3.297837 9.075045 2.219835 12.317569 10.098392 11.256614 13.478003 11.293971 8.734653 9.791372 10.701854 11.026469 5.708115 9.275112 9.047084 1.371838 6.320528 NA 10.526651 12.001924 8.929488 2.634872 8.565605 7.344526 9.994617 TCGA-A3-3307 66 0 NA 1436 kidney stage iii t3b n0 m0 19-3-2015 male 2005 1436 NA NA kidney clear cell renal carcinoma yes NA NA NA NA 32.58.0 1 1 2 NA 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0133034 10.2572148 8.1702926 NA 11.4374371 7.1870571 11.9616422 NA 0.7395889 7.0899906 9.9959097 8.0177789 10.7038083 8.5916338 12.0607021 9.2232932 11.1944971 8.7460366 2.1976138 9.9564894 7.5516291 6.1424584 9.8529517 NA 5.4606345 -1.1243772 -1.1243772 10.4685960 9.8240391 7.5445565 2.6830227 8.3554520 9.5480973 10.3675249 10.9783038 10.6276343 9.9959097 5.7336526 7.1517959 10.0100982 5.9417613 11.0537142 4.0851272 10.2365189 10.9008114 4.0049508 11.0452838 10.0679647 9.9451216 10.7406318 7.9763344 0.8757014 10.5958092 8.8798923 7.8240391 3.6830227 2.3351116 9.3785036 8.1817337 NA 7.0405791 8.8443386 -1.1243772 10.6830268 9.4283409 5.1044918 11.3964943 10.1044905 11.1871364 10.6870466 15.8836189 8.9984999 10.3524180 4.6305569 9.4398213 7.3715266 5.5899163 2.0065853 10.0342816 9.6238647 8.8671938 9.6553912 8.1259703 7.7885611 8.5933482 7.4302610 13.4193079 10.6405435 3.8298699 11.4894614 11.1084585 6.6504587 NA 0.8757014 12.1436289 7.9946131 9.2177464 8.4718617 7.4568727 10.5869086 8.8414562 12.1108783 3.7825658 8.9377181 NA NA 10.4830022 6.7460359 8.4885403 9.7598424 10.0667311 8.3432772 8.4011927 8.5249279 11.6839383 9.0177789 9.6886514 12.3868068 1.4606377 10.6354228 10.5643593 9.5132023 8.4755847 9.7429505 -1.1243772 -0.1243772 2.7825553 NA 8.2528825 13.5985327 9.6018900 12.6693768 8.8572392 9.0642607 4.0456002 6.5551520 11.2171907 10.6594886 9.8078867 12.1652960 9.1494674 8.5656699 10.6668348 4.9200646 4.6305569 2.5761109 -0.1243772 9.2850628 13.7233654 10.2009773 10.4774427 9.1964723 7.7735171 10.4945162 8.0530912 9.7466760 11.8040052 9.1318806 5.4755843 10.5117481 10.4765139 8.9815804 11.5213303 11.6968479 10.5886287 9.0948404 8.7401521 3.9421954 11.0158626 8.9390670 10.6729281 9.5706477 8.4128903 NA 7.8812963 11.2400801 10.9660523 9.3513649 11.7577417 8.9972055 10.8976929 8.3635119 10.4133756 11.3682762 10.0636425 7.7655712 5.3834658 6.5195278 10.2850628 NA 10.5271721 8.9511509 7.0304895 12.6016771 9.7022203 8.9049591 10.7625116 9.9578209 9.8356738 10.6806095 9.2310229 9.8686102 9.0010853 1.6830227 11.7180222 6.9471343 3.1975981 6.1140775 4.4606312 10.8583090 7.2288187 10.1533079 5.7229168 5.0254187 0.4605853 -1.1243772 10.5325436 10.5100292 10.9907155 10.9694195 8.1564426 8.2288187 6.1851946 11.7237079 10.8724984 11.2102245 8.8529517 10.5267236 11.1745936 -0.1243772 7.8700256 -0.1243772 0.8757014 9.7765386 9.6562116 8.8500865 8.7383092 9.6221862 13.3943865 14.2403195 0.8757014 11.1074930 11.7714365 9.9090949 NA 3.2679852 NA NA 6.7085625 14.3657706 9.1541214 7.5621722 11.6194544 -1.1243772 8.8019679 8.8367886 9.6027414 9.4196703 7.5899178 11.5834623 9.3933413 10.7949076 9.9656321 8.1725880 10.1116860 8.9946128 5.3834658 8.2556565 9.7398581 0.01460900 0.00680440 0.01223700 0.48923000 -0.00069303 -0.00429290 -0.03040400 0.02398700 0.02581200 0.01027400 0.01027400 0.01027400 0.01488800 0.01460900 0.01460900 -0.01455600 0.00680440 -0.51507000 -0.51507000 -0.50970000 0.00978120 -0.03490400 0.00180300 -0.05367600 -0.04753100 -0.00429290 -0.01704200 -0.01704200 -0.03040400 -0.02657700 -0.02657700 0.00013863 0.00013863 -0.02835500 0.00750000 0.01574800 0.02581200 0.01027400 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.51 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.51 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 3.335097 11.842898 8.928240 13.844294 9.678996 NA 1.197614 9.190822 10.716056 2.045583 8.657031 6.562172 9.537450 11.984850 6.920066 7.758315 6.994613 7.930954 8.137767 8.215522 10.712117 9.729761 5.414832 8.705395 10.063024 10.684234 6.947134 11.525602 11.040579 8.274415 11.973841 2.335112 6.206589 7.114076 9.370527 11.420636 9.563048 10.278151 7.666835 -1.124377 10.397272 7.911846 4.875672 10.417253 4.460631 9.862936 9.408028 5.909094 7.070429 10.459695 6.989414 13.226956 10.200415 10.354441 14.009416 12.823491 7.530308 9.190822 9.128337 7.310300 9.904959 9.171441 5.548097 3.460638 13.066345 9.711722 9.316541 4.941759 3.335097 10.152959 8.439821 13.015223 10.460634 12.386807 9.454044 7.555152 6.995703 8.484851 11.530979 15.370980 12.165296 11.391618 13.807471 10.686645 NA 10.703412 9.667649 10.150050 9.104491 8.981580 8.193085 10.086343 12.936705 10.943778 11.627007 2.963141 5.930955 4.197598 13.850170 11.176310 12.662146 6.702220 -1.124377 -1.124377 11.463449 12.838568 10.993594 7.911846 11.118846 11.366523 12.631915 11.194497 9.956489 6.562172 11.828413 11.760796 6.670088 9.992016 14.456334 5.941761 7.426418 13.020962 8.844339 11.516595 10.773139 2.963141 14.167418 7.117369 6.453101 9.685014 10.101482 8.982889 11.072274 8.349378 8.965784 6.497724 11.133649 10.325336 9.972387 10.340728 10.326883 9.744494 11.427861 2.460638 9.921432 9.476514 11.923868 9.247449 8.804930 9.196472 8.991574 12.751037 3.045600 9.693455 4.301939 11.240080 10.595916 11.595061 12.601677 11.388412 9.266915 9.868610 10.955157 11.198383 6.335103 9.472793 9.277618 2.460638 6.359488 -1.124377 11.118846 11.411411 9.452156 5.233225 8.801968 8.125970 9.742178 TCGA-A3-3308 77 0 NA 16 kidney stage iii t3b n0 m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 2 2 2 NA 2 4 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6880146 10.3626724 8.1426238 6.7706546 10.8556198 9.1736821 11.1022495 -1.1240627 1.7574927 5.9202314 10.6092764 7.5482624 11.3571322 7.8531174 12.0981794 7.9419268 11.2103900 9.0791853 6.4456936 10.3073349 8.7384747 8.0281221 13.1131220 0.4607950 6.6571970 NA NA 10.1414523 10.1273197 7.7827277 3.7827231 8.6323936 9.4033144 10.5810377 10.9328136 10.7334296 9.2947441 6.8300334 7.7307058 10.4513766 6.4532657 11.3112471 5.5623371 10.0545022 11.3626723 1.8758194 11.3604085 9.7767041 10.2056337 10.4706285 8.4361702 NA 10.4408870 9.1379323 8.2724422 7.6240300 0.8758587 10.0287559 9.8480991 0.4607950 6.3104656 9.8387333 2.1977711 9.8205493 10.7236777 6.8183521 11.9796972 12.9635488 11.2552157 10.1773336 16.0408719 8.7569512 10.2831051 4.9632984 10.0828516 6.7645810 8.3836322 2.8758390 9.0925833 9.4169339 8.7691390 9.8322134 8.4813167 7.5268889 8.7307058 7.4905469 13.9644185 10.4261032 -1.1240627 11.4603301 10.2993840 9.2022669 NA 8.5952261 12.5588319 8.3935067 10.0877256 8.4342579 8.1379323 11.9109801 9.8466622 10.6193843 4.6831911 8.6456750 NA NA 10.2050731 6.1142421 8.8982050 10.4409394 9.7729265 8.9432717 9.6710653 8.6555568 11.4527845 9.8430637 10.1531247 12.8146818 4.3676926 11.7178006 11.1151375 9.4313852 6.9843615 10.6164614 NA 1.4607950 2.7827231 NA 6.5482624 13.2779167 4.9202314 11.3470045 8.7961902 9.1589257 4.3020997 6.5051939 10.2067542 11.5135943 10.0388580 11.3716674 9.7221113 10.0166671 10.3125489 5.0051215 3.0457575 3.6307200 NA 9.6726880 15.1568074 10.2005805 10.4803906 10.1064583 7.1841761 10.0925831 7.2595418 10.0467513 6.5411725 9.3464962 6.0255848 10.3862702 8.8124751 9.1773336 12.0196988 13.3499869 10.7504345 10.2777835 8.7643979 5.0417511 11.0060861 9.6198302 10.2546740 8.7676210 9.5614621 0.4607950 8.8271220 10.9140705 8.8043408 7.6847697 11.3128091 9.1034533 11.2170781 7.3716921 10.4120846 11.4905472 9.8293064 8.3741479 4.5482640 7.0357086 10.5775770 1.1977396 10.9422629 8.9659496 7.4265843 12.8348431 8.9378834 9.3332182 11.1612395 10.3285934 9.7774585 10.8830223 8.9553221 10.1813291 7.2156873 2.8758390 11.1690215 7.4188688 3.1977711 7.1566080 3.5718345 10.8452238 6.6896179 10.8638616 6.2735551 5.0852887 -1.1240627 0.4607950 11.3408935 10.3244698 11.0662793 11.6714712 8.6734988 9.4544270 6.2628202 12.2278808 10.1391066 11.1429166 9.1955095 9.7213274 11.1190113 -1.1240627 8.1635496 0.8758587 -0.1242199 10.2884071 8.9405802 9.5736737 9.2000178 9.4418914 13.1219098 13.7105553 1.6832024 10.7477425 11.6307248 9.9646256 -0.1242199 5.8531174 NA NA 7.8645217 13.7748165 9.0243139 8.7118875 12.1797607 -1.1240627 8.9830543 8.9725921 9.8190847 8.6189889 8.0179442 11.5950122 10.0687466 10.4294666 9.8556769 9.5969364 11.2478862 9.1716062 5.5762772 8.4589200 9.9324751 -0.00223850 0.00662010 -0.00182080 -0.01188700 -0.00456950 0.75166000 -0.00078569 0.01908300 0.02020300 0.00999450 0.01377200 0.01377200 0.01377200 0.00303190 0.00458000 -0.00223850 0.00662010 -0.34710000 -0.34710000 0.00416320 0.00308350 -0.01188000 -0.01188700 -0.00984400 -0.00984400 -0.04455100 -0.02392800 -0.02392800 -0.00078569 0.00000000 0.00000000 -0.01866200 -0.00816240 -0.00146240 0.01167900 -0.35598000 0.02020300 0.00999450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.752 0.417 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.711 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.752 0.417 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.711 0.000 0.000 0.000 0.000 6.898205 12.557186 9.030656 12.318910 10.021133 2.335283 5.197767 9.804356 10.811371 2.875839 9.420802 4.984361 9.532262 13.052166 7.070594 7.782728 6.689618 7.903743 8.147301 8.492386 9.357637 9.958652 4.853117 9.153125 10.091370 10.300529 7.875837 9.113047 11.778024 8.681581 11.969058 3.460795 7.030655 6.670253 7.220134 11.040430 10.966281 10.416934 8.291579 3.920236 10.727977 9.280979 5.445694 11.149050 5.490548 10.497431 9.407219 6.752354 6.343443 10.208433 8.158926 13.328722 10.899592 10.483168 13.388886 12.690820 8.287348 8.961973 10.711098 7.508833 9.793955 9.120201 4.630726 8.231189 12.823292 9.508832 9.708727 5.952653 2.782723 10.569760 9.862390 12.971729 10.414026 12.814682 9.605458 8.261700 7.811827 10.866296 12.209272 17.262424 11.371667 11.453738 12.975267 11.368442 1.875819 11.306551 10.578876 10.587074 8.906504 9.177334 8.226776 10.382641 13.049202 10.458450 12.304589 4.519693 7.430426 3.460795 13.534237 10.954322 12.496401 7.080408 -1.124063 -1.124063 11.375434 12.320205 11.415619 7.276717 11.190704 11.7647708 13.2743806 11.2103900 10.3073349 6.3187814 9.6189887 10.9516507 7.3311642 10.5973638 13.5845645 6.4532657 7.7554204 13.1940087 8.9051246 11.6048207 10.7512028 2.7827231 13.1700273 6.8598565 6.4831676 8.4904366 10.3626724 9.4140262 10.4251407 9.1909869 8.9921813 6.9895796 12.7708445 10.2873483 10.5042828 10.7303162 10.0482648 10.6608810 11.1667202 2.4607950 9.9672727 5.2681536 12.5809524 9.2212425 8.6340607 10.1064583 9.5627580 12.5789839 5.1612387 8.4532661 5.8758366 10.9140705 10.5706305 11.0953084 12.8348431 10.7146473 9.0644262 10.1813291 11.4666583 10.3152267 6.1519623 9.8220126 10.4776081 -0.1242199 2.3352832 0.4607950 11.2459798 10.2148633 9.8437840 4.7827283 8.9830543 8.1589257 9.7252423 TCGA-A3-3311 57 1 1191 NA kidney stage i t1 nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA NA NA 32.58.0 2 2 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525908e-06 4.161568e-07 11.0156718571 9.4805018352 8.1806307545 NA 8.3944695544 8.0767888802 12.4503000972 NA 1.4566484690 5.8995744438 9.4959103758 6.6918830718 11.0179939157 7.8975587032 11.6198716210 10.2961078189 11.1046627627 9.2182752739 3.3226492621 9.9515203359 8.3568067129 7.2101745329 13.2730111099 NA 5.8166381028 -1.5842413335 NA 9.8940230014 9.9799085851 7.2518090216 3.0007211672 12.4299538994 9.3987526687 9.7891679529 11.3505556454 10.7072175305 8.5527501628 6.7556086694 8.7115279451 10.4178707594 4.8420234212 11.2138257513 6.6872216944 10.3305178416 10.9806230137 3.8080760893 11.9203297781 9.5288500406 10.2431017279 10.0016605384 7.7149673716 3.8751902852 10.1693392886 9.1224449505 7.8545511424 7.8102220039 0.0007211672 9.7195397569 8.7766060797 1.5856836680 5.9314585048 10.1752311620 3.5032215078 10.0179939853 11.4206817135 6.5242831233 12.2519040917 13.8205014581 11.2793645591 9.3980396988 15.8870611385 8.2612491877 10.2186792283 4.5032215078 9.4505580415 7.2231135886 6.4269859219 1.0007211672 8.8975584007 9.8874341856 8.8659392229 9.4185741038 9.1739821310 8.1453799196 9.8288579687 7.0632170930 13.2947678394 10.5749996952 -1.5842413335 11.3914279161 11.1738281430 7.2612487175 NA 9.1127264534 11.5729480589 7.7622730642 10.5431085943 8.8378237480 8.2690686896 10.7719358271 8.9373594005 10.5337754192 3.5450416835 9.2012113798 NA NA 10.2263306626 3.2737396617 8.6505764566 9.9621711509 10.0591643493 8.7286419619 9.4519326911 8.6918834207 12.0689713632 9.0523835588 10.0336856362 13.0497191775 2.2231135886 11.3574522661 10.9083633462 9.5255897123 7.4899001293 10.1424029709 -1.5842413335 1.4157586665 2.8751902852 -1.5842413335 7.6517735758 13.7018835653 9.3523970469 12.6689417206 8.2231140714 9.1462290583 4.3699549769 6.7907980979 11.3368560893 11.3575402937 10.3420549948 11.4430776022 8.6264303754 9.3531329279 10.8674853207 4.7195394147 4.5450416835 2.3226492621 -1.5842413335 9.6942084730 14.1385932345 9.7683542285 9.8843830147 9.9818131327 5.7644868208 9.7777027690 7.3670433815 8.6230661095 8.7766060797 8.7286419619 4.3930385900 10.0696028233 10.2202934323 9.5768909273 11.5822359938 12.7091588325 10.9624123757 10.6334138632 8.7000047633 3.0257552761 11.0679317561 9.3234009206 10.9619300304 9.2391263840 9.4164633578 NA 8.2706275169 11.2140283059 11.6651258494 9.3593799459 11.5347000796 8.3786551053 11.0768690292 8.5085162036 10.2612490701 12.2581093634 9.7666981793 8.4114554824 5.4381264796 6.7149666849 10.6574443114 0.0007211672 10.9544329831 8.3361119684 7.4269859219 12.5588233058 10.2024370677 9.3105768842 10.6939180463 10.1760631659 9.1597517798 10.6452448366 8.8792833462 10.7581115098 7.9096147158 1.8751902852 10.9981362548 7.2166585664 6.1705800767 8.1385667096 3.0596148563 11.1274260270 6.1436791211 10.5568603624 5.7426368478 5.1161983847 NA NA 11.0853084620 10.1995757939 11.3101978620 10.5272207974 9.0721837978 9.6457434426 6.3885666968 11.4309998356 10.0908339838 11.4370860634 9.3958986725 9.8990709237 11.3950055860 2.1161983847 8.7567217643 1.0007211672 -1.5842413335 9.9665058845 9.1521608514 8.8566281454 9.1066299375 9.2215027803 14.0064630211 13.0335708255 2.1161983847 10.6675372784 12.9797298333 10.3819039042 -0.5842413335 5.2101745329 0.0007211672 -1.5842413335 7.8378240633 14.0573310242 8.8555898619 8.9941316408 11.5678854120 NA 8.2438956266 9.5386322477 9.5731059807 9.2263305421 8.1938362888 11.6669455250 9.4388203320 10.5128035608 9.9732227987 7.4381264796 10.8480399551 8.5190468682 4.9235533067 7.5099159026 9.8985669255 0.00028704 0.00763920 0.00235810 -0.00383190 -0.00802440 0.01167900 -0.01052400 0.00027728 -0.01271300 -0.10473000 -0.07585200 -0.07585200 -0.10263000 0.00833510 0.00833510 0.00028704 -0.48659000 -0.49757000 -0.49757000 -0.49757000 -0.49757000 -0.00691950 -0.01519100 -0.00678130 -0.00678130 -0.03544800 -0.20520000 -0.19420000 -0.00260860 0.00249690 0.00249690 -0.00318590 -0.00318590 -0.49705000 0.00142730 0.00708260 -0.01271300 -0.07585200 0.000 0.000 0.000 0.000 0.149 0.149 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.205 -0.205 0.000 0.000 0.000 0.000 0.000 0.000 0.149 0.149 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.205 -0.205 0.000 0.000 3.808076 11.333504 9.390891 13.358274 9.820368 -1.584241 4.170646 9.795679 10.539030 2.415759 8.460153 5.210175 8.679028 12.339179 7.393039 8.568044 5.993187 6.850387 8.167303 8.630078 9.802699 9.886926 6.116198 8.842024 10.571981 10.620941 7.283037 7.245481 11.782081 8.417167 11.967067 4.030469 6.989406 6.790798 9.578150 11.165628 10.3113343 10.4210326 7.5111557 NA 10.0133461 9.0460261 6.0378105 10.7642105 6.0596149 10.3586400 9.0730774 6.3757606 6.3105764 10.3218980 7.5781500 13.6279134 10.0546475 10.1449549 12.8506478 12.3723639 8.3786551 9.6203302 9.5925555 6.7011609 9.4415907 9.2861238 5.3105764 6.5190465 12.9412798 7.9856148 9.8884498 4.4381265 2.7376868 9.9437246 9.5881866 13.1254352 9.5236300 13.0497192 9.4058631 8.0668109 6.9999696 9.0641165 11.0489813 15.6174331 11.4430776 12.1169572 13.2199405 10.9938958 1.8751903 10.6068183 9.6766786 10.7809878 9.0855298 9.5768909 7.9056072 10.0318484 13.0671471 11.0757549 11.7297743 2.2231136 5.5655058 5.8587022 13.5354374 11.7267977 12.2979244 8.2085494 -0.5842413 NA 11.0582620 12.8334797 11.1670729 7.1938358 11.1272109 10.9309661 13.1920378 11.1046628 9.9515203 6.9626531 11.3633960 11.4586154 6.8955389 10.2814923 13.7642078 4.8420234 7.0668104 12.8030130 9.3692281 11.8866720 10.4557062 2.2231136 13.5545908 7.0078425 6.4979077 9.2210191 10.0156719 9.0659131 9.8256802 7.4656072 9.0141374 7.6373458 11.6045024 10.8739093 10.3790163 10.2061075 9.9111144 10.0410113 11.3582736 3.4601528 10.2533870 7.6421709 12.1429999 9.7337368 9.4381269 9.9818131 9.1010685 12.9686682 6.9195844 8.6541638 5.2486487 11.2140283 10.3601050 11.5285243 12.5588233 11.1342919 9.2853530 10.7581115 10.7986532 10.9190258 7.0341442 9.5164214 9.2190828 -0.5842413 4.0596149 -1.5842413 10.5869358 11.0025965 9.3457572 2.9393206 8.2438956 8.3685004 10.0573593 TCGA-A3-3313 59 1 735 735 kidney stage i t1b n0 m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american NA 32.58.0 3 3 3 NA 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3835978 10.5938155 7.1195647 0.6236796 11.9851051 6.6741019 12.0565125 NA 1.8533170 8.9331861 8.4358869 7.0831410 10.7705964 7.8477113 11.3668610 9.4621258 11.0079537 8.6405179 9.5418275 10.7552451 7.4785779 6.6844050 10.4967692 NA 3.1472741 -0.3763204 -1.3763204 10.3499277 10.1019737 7.6152316 7.4342813 8.4940743 9.2180343 10.6013473 9.9160313 11.1408869 7.9591001 5.7111727 9.1034898 11.2491901 4.0499705 9.7269974 3.3241481 9.8239953 9.3040690 1.2086421 10.6543767 9.3550286 9.7842113 10.8746002 9.6293342 -1.3763204 10.4727237 9.7549236 8.7555666 7.5894939 4.0499705 9.7955119 8.2639546 4.7111700 4.5063544 9.4785779 2.5305952 8.9286312 7.5981240 7.6653686 10.7474818 11.9300562 12.6006317 7.4213714 13.4923875 8.0872342 8.4246093 4.6681021 9.7961371 7.7886165 5.7529921 2.7255230 9.2208310 9.9348903 8.6166481 9.3276133 8.9511387 8.4723326 8.7619813 6.2961343 13.1899421 10.5257078 NA 11.1042474 9.6146857 10.4278407 NA 8.1354620 12.7594189 8.6721965 12.4213711 10.0785230 8.1374374 10.9348903 9.1014678 10.6817014 2.6237030 11.1357093 -0.3763204 3.0160327 10.1782985 3.3785949 7.8331627 10.7876737 10.5021438 9.6391247 8.8355979 8.8609197 11.4952395 9.1840425 9.5596113 12.8183126 5.8716367 11.4465334 11.4777988 10.5923764 8.1034898 10.1888117 0.2086421 2.0831453 6.0499748 NA 3.9812590 13.2609571 7.8011289 10.7305996 8.9557461 9.6884524 1.9456452 7.9680055 8.9091118 12.5155882 9.8734157 11.3289208 7.9183302 9.4878957 10.5662241 5.4816897 0.2086421 2.7936254 -1.3763204 9.1935653 14.0641895 10.2328883 8.2530660 10.9557462 4.4566025 10.6948368 7.0625017 9.8629500 8.6251178 9.0943686 4.6460762 9.6846554 10.9065085 9.4017868 11.4754586 10.4238006 9.9823608 9.7011929 8.6765220 6.2617113 11.6884524 8.2711679 9.8986702 8.8380287 10.8045512 NA 8.3014294 11.4424915 5.8021260 8.9459421 10.4890563 9.3310688 11.2932591 5.0666532 10.6691280 12.0232546 11.5063527 8.4963845 4.5306014 4.9456358 10.7728216 -0.3763204 11.1679496 8.9624461 7.3206769 11.5925564 9.2720673 9.4164999 10.3180676 11.2987845 9.4809132 10.5689120 9.3267481 11.3742073 7.6817015 2.4310613 9.6265246 5.8135350 2.7936254 7.7986351 1.2086421 11.6420837 5.5185288 8.6405179 7.5952530 5.4181258 NA -1.3763204 11.3097724 10.1085326 11.8568799 10.7315806 9.5321022 10.0890618 6.1299980 10.0510225 9.9702234 11.2772265 10.4789675 9.6769567 10.0431431 3.7936358 8.0288509 -1.3763204 -0.3763204 10.0057932 8.7823194 9.1384236 8.7861010 9.2756582 12.1058873 12.8991067 2.5305952 10.2648582 9.6904716 10.7939476 -1.3763204 3.3785949 -1.3763204 -1.3763204 8.5170111 12.0128032 8.0810903 9.1763786 11.9494367 NA 9.4446863 8.9305573 9.8698564 9.9445102 7.6152316 11.4836326 10.7011929 10.1255468 8.6612565 5.8810968 9.4326738 8.8881524 5.1245101 6.9229174 9.4629134 0.0037465 0.0224020 -0.1455400 0.0073609 0.1563600 0.3353600 -0.0037395 0.5872200 -0.0486130 -0.0557780 -0.0407520 -0.0407520 -0.0861430 -0.6963100 -0.6606800 -0.0164810 0.0224020 -0.1500300 -0.1462500 -0.1462500 -0.1462500 0.0126550 0.0073609 -0.6520200 -0.6520200 0.3495800 -0.0011087 -0.0011087 -0.0037395 0.1441400 0.1441400 -0.0134000 -0.0134000 0.0000000 0.1244700 -0.6527700 -0.0486130 -0.0557780 0.000 0.000 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.108 0.108 0.405 0.587 0.000 -0.630 0.000 0.000 -0.661 0.000 0.413 0.413 0.000 0.000 -0.125 0.000 -0.130 -0.130 0.000 0.000 0.000 0.000 0.327 3.005 0.151 0.151 0.344 0.344 0.000 0.000 0.000 0.000 0.000 0.000 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.108 0.108 0.405 0.587 0.000 -0.630 0.000 0.000 -0.661 0.000 0.413 0.413 0.000 0.000 -0.125 0.000 -0.130 -0.130 0.000 0.000 0.000 0.000 0.327 3.005 0.151 0.151 0.344 0.344 0.000 0.000 0.000 0.000 6.9900313 12.2785694 9.3852608 14.9953502 10.7400536 2.0831453 3.4816864 9.8668836 9.5884476 -0.3763204 8.7138219 5.3516283 9.6783139 14.5547010 5.0331014 6.9724376 7.9091118 6.9274900 5.8904953 8.8295030 7.1115499 8.9801616 1.7936462 9.7961371 11.3291260 10.5358505 7.3885813 7.3550286 12.2235063 7.0074142 11.2829987 3.6681078 9.5185275 6.6009893 10.0676891 11.0101110 10.1614133 10.6958422 8.9411222 NA 7.7632608 9.7071890 9.5625540 11.7296181 5.9091106 10.4083445 9.3894100 6.9137284 4.7111700 10.0515463 8.7568518 14.4285717 11.3075815 9.7867303 13.7089746 12.5904854 7.9091118 8.5230667 10.3176321 6.9812613 10.7197659 8.4691998 4.1155660 7.2996669 12.3438470 7.6433006 10.5607155 3.6237147 0.6236796 11.2368084 9.4181254 12.8778525 10.2698183 12.8183126 9.4925322 9.9911244 5.1733793 7.1354620 12.5929162 13.7722656 11.3289208 11.7103435 13.1100419 11.3565130 NA 10.7857862 10.0948767 12.1933279 9.4140581 9.4017868 8.5691535 9.9445102 13.6313501 9.5640231 12.4710606 5.0499748 6.3516301 6.2384200 13.2378454 11.6013473 12.5458294 5.7632602 -1.3763204 1.4310880 10.9618889 11.9365926 11.7147995 7.3550286 11.5636561 10.915744 13.361274 11.007954 10.755245 4.431061 9.896922 7.798635 4.711170 10.763900 11.830571 4.049970 5.253066 12.559815 9.774726 11.465470 10.502910 1.208642 12.045380 6.601962 6.998749 6.985522 8.858527 9.061462 10.288601 13.365177 9.007414 6.424610 13.234331 9.037337 10.558506 10.423801 9.940557 9.703861 11.537160 1.431088 9.365177 6.016026 12.345926 9.797387 6.411613 10.955746 9.228411 13.007616 4.506354 10.694501 3.623715 11.442491 10.621595 11.032570 11.592556 11.951683 9.062501 11.374207 9.784841 10.511669 5.927491 9.389410 9.416500 1.208642 6.798635 -1.376320 8.758136 11.098166 10.340100 -1.376320 9.444686 7.697851 10.143837 TCGA-A3-3316 57 0 NA 1493 kidney stage ii t2 nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 2 2 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144431e-06 1.387189e-07 10.572823 10.333688 9.173805 7.199072 10.972638 10.023811 11.625957 NA 1.745754 6.604055 9.910770 8.002605 10.882976 8.342029 12.152406 7.653637 11.078995 9.241845 1.029135 10.127178 9.351074 7.363048 14.052612 NA 7.212368 NA -0.555757 9.686167 9.560528 6.983343 3.351077 9.722633 9.253148 10.623471 11.089392 10.552708 9.473471 6.102396 8.021612 9.951978 7.466551 11.239006 7.663352 9.570888 11.176775 2.444190 11.562476 9.916875 10.108631 10.430737 7.940039 6.044097 10.168595 8.568305 7.797331 7.455411 1.029135 9.668185 9.256361 -0.555757 6.827888 8.810506 3.029152 10.146356 8.963820 5.936037 11.499588 15.214512 11.444184 10.556623 15.161298 8.638941 9.428602 4.531650 10.166137 7.573467 8.823562 1.444190 9.044097 9.776220 8.741100 9.217323 8.586291 7.845063 9.288105 6.710970 13.401377 11.196565 NA 11.276678 10.632321 9.311462 NA 8.212368 10.946518 8.058894 10.161860 9.370480 8.729586 10.758767 8.895395 11.532213 3.967750 9.058894 NA NA 10.001648 6.044097 8.245084 9.665771 10.460296 8.351074 9.659717 8.936037 11.832675 9.286534 9.409968 12.021849 2.903617 11.007366 10.911789 9.316089 8.488578 10.011189 NA 3.029152 4.998773 -0.555757 6.936037 14.076043 3.251537 9.908730 8.745680 8.507579 4.251537 5.634009 9.454012 10.867300 9.707453 11.508415 9.455411 9.882976 10.490626 3.836500 5.836502 4.936035 NA 11.027267 14.721617 9.456808 8.091642 9.826808 7.779574 10.491308 7.715647 9.316382 6.911790 8.680198 9.313006 10.377277 9.905663 8.814871 11.187756 12.301971 11.061651 9.649977 8.949718 4.865746 10.803384 9.377874 10.332166 10.438537 5.870449 NA 8.280234 11.083525 8.585704 8.636896 11.403824 8.651198 11.129371 8.323767 9.903615 11.963820 10.159288 8.499141 5.374921 7.295933 10.502852 NA 10.798433 8.806127 7.283388 12.990958 9.235347 8.295933 11.059354 9.775101 9.660930 10.184808 8.550092 10.107742 8.088040 2.251537 11.439951 6.531647 3.444190 9.441363 4.903617 10.728430 6.810506 11.067599 6.967746 6.073540 -0.555757 NA 10.719726 10.301387 11.327209 11.294761 9.272320 8.507579 5.976501 11.193215 10.044097 11.200740 9.160146 9.872544 10.616611 -0.555757 8.148088 NA -0.555757 9.934032 9.609091 9.233717 8.907708 8.979459 13.692853 13.793880 2.903617 10.524335 10.615986 10.088040 1.444190 4.144626 1.029135 NA 7.165283 13.636245 9.284962 8.404186 11.598369 NA 9.220617 8.801054 8.665771 8.882976 7.706278 10.833277 9.972638 10.999252 10.332927 10.935536 12.094114 7.991078 5.476064 8.724537 9.771737 0.4213900 0.0088019 0.0105390 0.6114200 0.1903100 0.3658100 0.2321500 -0.1362200 0.0567060 -0.0063074 0.0040733 -0.0237060 -0.0237060 -0.1397000 -0.1744100 0.4213900 0.0088019 -0.4044700 -0.4044700 -0.4157100 0.0096375 -0.2147400 0.2012300 -0.2391900 -0.2391900 0.3528900 -0.2064500 -0.2064500 -0.4092200 -0.1966900 -0.1966900 -0.0112870 -0.0112870 -0.2038200 -0.1730500 0.0134020 0.0567060 -0.0063074 0.215 -0.188 -0.196 -0.196 0.000 0.000 0.000 -0.204 0.000 -0.173 -0.173 -0.154 -0.154 0.000 0.000 0.000 0.000 -0.174 0.247 0.243 0.243 0.186 0.000 0.000 0.000 -0.404 0.000 -0.215 -0.215 0.201 0.201 -0.239 -0.239 0.190 0.190 0.366 0.366 -0.206 -0.206 0.000 0.000 0.215 -0.188 -0.196 -0.196 0.000 0.000 0.000 -0.204 0.000 -0.173 -0.173 -0.154 -0.154 0.000 0.000 0.000 0.000 -0.174 0.247 0.243 0.243 0.186 0.000 0.000 0.000 -0.404 0.000 -0.215 -0.215 0.201 0.201 -0.239 -0.239 0.190 0.190 0.366 0.366 -0.206 -0.206 0.000 0.000 3.836500 11.844530 8.731896 11.616299 10.031024 NA 4.398378 9.502176 10.099715 0.444137 8.507579 3.144617 9.151543 13.606811 6.510274 8.189018 6.663352 8.404186 7.915859 8.528992 11.869662 9.919917 3.766107 8.342029 10.137671 10.744536 9.091642 5.919917 12.528494 8.257965 11.485816 3.766107 7.832201 6.552709 9.148087 11.402011 11.170402 10.922448 7.289674 4.653639 10.492671 9.813781 6.853575 10.859926 4.998773 10.016884 9.749105 6.455411 6.409968 10.762727 8.175503 13.007738 11.255960 10.451211 13.290850 12.547963 7.357073 8.979459 10.357821 7.823562 9.396925 9.180586 4.398378 6.073540 12.905791 8.713311 7.638940 7.308370 0.444137 11.196146 9.073540 14.012912 10.818137 12.021849 9.871497 7.199072 7.957556 11.592660 11.363792 16.050228 11.508415 11.320317 14.102730 11.165283 5.998773 10.925983 9.404186 11.953464 9.008333 8.814871 8.510273 10.609091 12.821666 10.808319 11.594883 5.058892 6.351075 7.320700 14.115713 11.357447 12.510778 7.095236 NA -0.555757 11.211127 12.918650 11.733364 7.238600 11.524668 11.330261 12.711995 11.078995 10.127178 7.427177 10.482417 9.884015 6.593930 10.379349 13.194263 7.466551 7.058893 13.200710 8.113069 11.626889 10.605316 2.766107 12.397107 6.859588 6.903616 8.360601 10.160146 8.761596 10.191538 7.245084 8.632352 7.832201 12.293589 11.018777 9.444184 10.396197 10.215673 9.715647 11.341651 1.444190 9.930013 7.036641 12.336379 8.706279 9.659717 9.826808 9.461424 12.464990 3.836500 8.578610 5.488579 11.083525 10.600899 11.117935 12.990958 10.903103 9.877769 10.107742 10.745108 10.876470 7.014039 8.955936 9.599002 1.766129 NA NA 10.813781 10.418132 9.565717 4.251537 9.220617 7.663352 10.267551 TCGA-A3-3317 67 0 NA 1491 kidney stage ii t2 n0 m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA NA NA 32.58.0 2 2 3 NA 2 4 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.768666e-06 7.629541e-07 11.3718168 10.6873473 8.0743706 6.6159253 12.3565810 11.3346865 11.3850049 -1.4394807 0.8206487 2.8825648 9.8032215 7.2471433 11.0287577 7.6924997 11.9935762 9.5075491 11.1947709 10.3226095 7.1342897 9.5823168 8.9093711 9.0783123 12.1732061 -1.4394807 4.7305693 -1.4394807 NA 10.3420025 9.8552636 7.8757923 5.5264257 10.2044990 9.4006340 9.7584737 11.1399588 10.6655691 9.4147320 6.7894619 8.5379227 10.7861516 3.3680000 10.4340869 8.7217746 9.9438071 10.5567631 3.0200754 11.1307357 9.6050370 10.0343486 10.7408628 8.4123920 0.1456122 9.8425091 9.5281861 8.1881769 8.7918639 4.0524941 9.8598508 9.2953525 2.7305747 6.2471433 9.2365998 1.7305747 10.2949290 9.4263761 6.1152310 13.3303061 13.4205173 10.8695507 9.7870550 15.0095496 8.2697265 10.1352364 4.9869069 9.8791856 7.7001942 7.8848232 2.0200577 9.8814433 9.9160105 8.8564118 9.3871913 9.5199202 7.7749616 8.4217299 6.9400211 13.2223653 10.8629961 2.4675403 11.4778284 9.8667842 8.4139524 -1.4394807 8.6665514 11.3526196 7.9291495 10.5546426 7.0998012 9.7467570 11.0087591 9.0968901 11.0628978 3.1456122 9.2410024 0.5606171 NA 9.9837588 7.1493579 8.2610827 10.2778909 10.4049563 8.8344385 9.9329638 9.4379270 11.5818519 9.3146952 9.5514558 12.2901573 6.8460444 11.8099134 11.8925395 9.6678598 8.2295278 10.5895849 0.1456122 1.1456122 4.2610794 NA 8.2383627 13.3047934 9.5606427 11.4421392 8.7882586 8.9518864 3.9869115 6.1228860 8.7725310 11.4832272 10.9201179 11.4657816 9.4077001 8.8518134 10.4630179 8.0504908 2.8085704 3.6481088 -1.4394807 10.5108342 13.9319430 9.7936633 10.8150810 10.2671389 7.5746632 10.7948615 7.6924997 8.9734032 7.7380625 8.2453916 9.4645247 10.9299703 10.2528223 8.9679107 11.9183323 11.2838771 10.8862294 10.0429466 8.5318848 3.8221693 11.1005286 8.8814435 11.1612526 9.6064024 10.4221174 NA 9.0149422 11.2576104 7.2857018 8.3983812 11.0792960 8.7479949 11.8818663 8.4809957 9.9291494 11.9295585 10.0920242 8.5190650 6.1972678 7.3998470 10.7145114 NA 10.6431246 9.1771918 7.6321053 13.0290759 9.5843971 8.3679978 10.8701192 10.7065749 9.3943236 10.7661582 8.7430373 10.6304282 9.5457732 3.4675273 11.5049889 6.5995618 4.9700345 8.0180238 4.2610794 11.2599984 5.8735253 9.9366543 7.3673536 5.8915601 -1.4394807 2.3679860 11.1101868 10.1931837 11.4682846 11.7444333 9.8489321 9.3904846 6.0256379 11.3294474 10.5833574 10.2680019 9.2312990 9.9099240 11.7431923 0.1456122 7.9636550 2.1456122 0.1456122 10.2383625 10.7966570 8.7700963 9.2374815 9.0343486 13.7689153 14.1039466 -0.4392850 11.5080971 9.8587054 10.6274047 NA 4.4634394 1.1456122 -1.4394807 8.3288270 13.6202408 8.8735256 8.6599905 12.4647129 NA 8.8414137 9.0254029 9.7541681 9.5422101 8.2885634 11.6215076 9.8915597 10.9018837 10.1866849 9.6665514 10.6808807 9.0262091 5.2296687 8.3611060 9.8448885 0.0060993 0.0010271 -0.4113200 0.4036700 0.4020900 -0.0029912 0.0032475 0.0120140 -0.0056195 -0.1212900 -0.0977050 -0.0977050 -0.1236500 0.0341710 0.0134100 0.0060993 0.0120140 -0.4112300 -0.4112300 -0.4053600 -0.4053600 0.0011658 -0.0031296 -0.4191100 -0.4191100 -0.0116930 -0.4164700 -0.8354800 0.0141070 0.0025534 0.0025534 -0.0079682 -0.0079682 -0.4123400 0.0014432 0.0134100 -0.0474920 -0.2439800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.218 0.000 0.000 0.000 -0.411 -0.411 0.000 0.000 0.000 0.000 0.000 -0.378 0.402 0.402 0.000 0.000 -0.410 -0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.412 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.218 0.000 0.000 0.000 -0.411 -0.411 0.000 0.000 0.000 0.000 0.000 -0.378 0.402 0.402 0.000 0.000 -0.410 -0.410 0.000 0.000 7.485455 11.592344 9.113312 12.035743 10.291113 NA 5.160557 9.693785 9.992663 1.730575 9.481740 3.648109 8.887072 12.520826 7.511927 8.236600 5.900493 8.134290 8.328827 8.904939 8.849509 10.034349 6.182694 8.679584 10.580928 10.773747 8.283450 3.560642 11.472222 8.729315 11.772624 2.367986 6.710390 6.864424 5.669169 11.316156 10.5343401 10.5704715 7.5407821 0.1456122 9.2339518 8.9551056 5.3679965 11.2748883 5.3550586 9.8960332 10.0051402 6.8506619 6.0604884 10.1586953 6.8085704 13.5290396 10.1512298 10.6213387 13.5965588 12.5944099 8.4447217 9.2295278 10.5784952 7.6267319 9.8757923 8.6374585 5.3288257 8.1418435 12.8553354 8.3887793 8.9551056 5.6050379 2.5606416 10.7268059 10.0348558 13.0321275 10.3075770 12.2901573 9.5857824 8.2063013 6.7882589 7.9269648 10.5930330 14.6222672 11.4657816 12.3002125 13.6005472 11.6451191 1.1456122 10.4618868 10.7179898 11.0246780 9.4037788 8.9679107 8.4045638 10.0154562 12.9151677 10.9275114 11.5493275 7.3712147 6.5436366 3.9529579 13.1730005 11.1776511 12.6129561 8.2903654 1.5606660 0.1456122 11.7244497 12.4972808 11.6540406 7.4432859 11.3994528 11.1654277 13.2977845 11.1947709 9.5823168 6.8321064 11.7615414 11.5660919 6.7603154 10.7386852 14.7995478 3.3680000 8.2295278 12.8881492 9.4697859 11.8880551 10.5542889 1.5606660 12.3803230 6.7838717 7.0998012 8.8320476 9.9567124 9.2825964 9.6152471 7.8156715 8.8855436 7.9291495 11.2445147 10.7566301 10.0659582 10.2268668 9.9481217 10.0738770 11.0187931 3.8085704 10.1895440 7.4524266 12.6283629 9.6691673 7.9421860 10.2671389 9.4918826 12.6763368 5.3021106 7.9551053 6.7846440 11.2576104 10.2558712 11.5188330 13.0290759 10.8979859 9.7864528 10.6304282 10.2317415 11.0974267 7.2541301 9.5278691 9.7318196 2.2610794 0.5606171 NA 10.1319214 11.4771587 9.7046636 1.7305747 8.8414137 7.8460451 10.0092754 TCGA-A3-3319 70 0 NA 1130 kidney stage i t1b nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 2 2 3 NA 2 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.5879764 10.3935397 8.1128779 6.7890654 13.7033233 7.0936521 13.3828896 0.5316684 2.3554392 3.5760746 7.3325773 7.2899008 11.1630818 7.6737847 12.1504070 10.8947170 10.7905378 8.5774371 4.1463864 10.0527870 8.1053245 6.2041035 15.8484391 0.1166309 6.8715270 -1.4683316 NA 10.1569296 9.0824242 8.3228403 2.7015934 13.1092242 9.5075253 9.7920089 11.1509803 10.3350013 8.0493465 8.2899004 8.4475569 10.4825977 6.6084929 10.6852294 5.0235304 10.3438547 10.2969635 3.4858776 11.7549249 9.4938504 9.9196946 10.3522552 7.5484859 9.1353037 10.0170035 8.8979997 8.3244677 5.1315895 4.4858712 9.8456941 8.8422900 2.6191313 5.7890641 10.2718798 7.8216962 10.3693053 6.7700824 2.5316684 11.9455380 10.8690205 11.0896196 10.1996759 16.7516116 8.1109932 10.9519008 4.6814268 9.3277170 6.9153811 6.1537283 1.7143554 8.5498774 9.1147600 9.1463872 9.4952960 9.4564900 8.0996334 9.7682895 6.5089578 13.1250101 10.6161536 NA 11.1881022 10.5287086 8.2407613 -0.4683316 6.5977665 9.7884758 7.0355029 10.3163122 8.5788014 10.4646303 9.6024691 9.0698662 12.1363429 3.2321235 8.4066587 1.1166309 NA 10.4135561 3.3896632 8.8262981 9.9725465 10.2164260 8.8112880 9.8743076 9.4550049 12.4180160 9.1287989 9.8066379 13.5201401 3.8170809 11.8137711 10.8138971 9.4475567 9.7949465 10.6366037 -0.4683316 1.5316684 3.5316809 0.5316684 7.9849482 14.2653018 9.1138192 11.3732417 8.6349653 9.5337891 4.1755326 7.2629968 10.8784681 10.9888017 11.4099199 11.4050561 8.1371566 9.2798703 10.1601229 0.5316684 2.8535965 3.9911091 -1.4683316 10.2398991 14.5109686 10.7598948 10.3962505 9.0929653 6.4325436 9.8394474 7.6428127 8.4679177 9.6171499 7.8848244 6.2390371 9.1501547 10.2429141 8.8704137 11.8211199 13.2705085 11.4255477 9.6577365 9.1601228 5.4525658 11.5837359 8.7724687 10.6418344 10.0829049 8.8434255 2.4385590 6.9196952 10.7168625 11.8746312 9.3295578 11.7386917 7.4887793 10.8228480 8.8625943 9.6788823 12.7443257 10.7334950 9.4062284 4.6191430 8.0532775 10.4952959 -1.4683316 11.8310285 7.2251640 7.3195800 12.1814949 10.9769509 9.3989561 10.6772912 11.1355354 8.3293389 10.9289696 8.9153817 9.9431883 9.5491817 -0.4683316 10.8274463 3.2865707 2.6191313 9.9828885 3.7796064 11.3669383 3.1166475 9.8704137 8.0970461 5.9828886 NA -0.4683316 11.0965414 10.1786860 11.2236389 10.4249789 9.5443018 8.5075255 6.4654276 10.1208603 10.6858626 11.0635462 9.5876376 9.6725072 10.9381482 0.5316684 9.7313498 0.8535965 -1.4683316 9.8569827 9.4683153 9.9962231 9.6017983 9.1582989 12.6828525 13.4273000 3.7796064 12.0446647 13.3464601 10.1496039 0.5316684 2.9239858 -0.4683316 3.5316809 7.5842455 13.6942260 10.2041027 8.3708814 10.4576026 -1.4683316 8.0804994 10.0957268 9.9213087 8.5132448 7.8979997 11.8951277 9.3621926 10.8690205 9.6460379 9.1043775 9.5288569 9.3645674 4.2043833 7.5146707 10.4963793 0.0366780 0.0000000 0.0521110 0.0277310 0.0346890 0.7145400 -0.0419200 -0.1337000 -0.1790300 -0.1238100 -0.1238100 -0.1238100 -0.1705500 0.0110840 -0.5173200 0.0186580 0.0000000 -0.5200900 -0.5339800 -0.5339800 -0.5117600 0.0481320 0.0414500 -0.5297000 -0.5386400 -0.5741600 -0.5232600 -0.5149500 -0.0327020 0.0084862 0.0084862 -0.5017200 -0.5005000 -0.5395700 0.0448690 -0.5353000 -0.1790300 -0.1238100 0.000 0.000 0.000 0.000 1.078 1.078 -0.500 -0.540 -0.259 0.526 0.000 -0.101 -0.101 -0.525 -0.525 -0.122 -0.122 0.000 0.000 0.353 0.871 0.000 0.133 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 -0.542 -0.542 0.000 0.000 -0.556 0.159 -0.525 -0.525 -0.124 -0.124 0.000 0.000 0.000 0.000 1.078 1.078 -0.500 -0.540 -0.259 0.526 0.000 -0.101 -0.101 -0.525 -0.525 -0.122 -0.122 0.000 0.000 0.353 0.871 0.000 0.133 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 -0.542 -0.542 0.000 0.000 -0.556 0.159 -0.525 -0.525 -0.124 -0.124 11.237742 10.949003 9.372455 10.957418 9.687760 10.437064 3.485878 9.363776 11.072048 4.364565 9.800219 3.853606 8.326093 12.492675 7.316312 8.526031 5.485874 6.116639 8.758090 8.122264 11.175984 10.235581 7.043430 8.728894 9.825724 10.422702 6.706602 8.636276 11.820111 6.793772 12.030500 5.957942 7.862594 6.726435 4.485871 11.162854 10.323247 10.290733 7.632339 5.731349 10.737776 8.221676 5.835459 10.542205 6.189890 10.249354 10.204545 6.957942 3.957942 10.101058 6.153728 13.419897 10.916731 9.676973 12.522225 11.882213 7.915382 10.024031 10.985462 8.437064 9.325281 9.566476 7.011458 5.086266 12.381473 6.420420 8.319580 5.313035 1.116631 11.285521 9.462415 12.833816 9.356636 13.520140 8.889229 8.168302 7.283623 13.090875 10.955319 16.358238 11.405056 11.969689 12.461768 11.325077 4.055239 11.422322 10.359814 12.163423 9.372455 8.870414 7.772469 10.274829 12.598944 10.780198 12.351953 4.760498 7.605819 6.047377 13.721040 11.217302 11.989699 6.936819 NA NA 10.156930 13.060803 11.011445 6.581526 10.758090 10.7199571 13.1045552 10.7905378 10.0527870 6.5484859 9.7435656 13.2186155 6.6454192 9.8886795 14.2331809 6.6084929 5.6814240 12.0744408 9.7097197 11.8175130 9.7604961 2.1166309 13.4095366 8.7930203 7.2459225 7.7214280 8.8979997 8.8019728 9.8979995 7.2527761 8.9129175 6.9911091 11.9037262 10.1505216 8.7592933 10.4078105 9.8519138 10.0355031 10.0508222 1.5316684 9.9813419 8.6750604 12.3340645 9.4557476 6.4143199 9.0929653 9.1638818 12.8480296 6.5316778 8.4020421 1.9911000 10.7168625 10.7505433 10.3806915 12.1814949 10.5937235 8.4370642 9.9431883 11.1959024 9.6806305 7.3130372 9.2085160 9.1564727 -1.4683316 0.5316684 0.8535965 9.9797937 10.8648075 8.8648327 1.3390233 8.0804994 8.2041026 9.5760714 TCGA-A3-3320 52 0 NA 1508 kidney stage i t1b nx m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 1 4 3 NA 3 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.29821691 10.52130431 8.12890014 -1.49858633 13.43090199 6.70378455 11.92526992 -0.49858633 -0.30329392 8.54439342 9.88074460 7.94430972 11.10591937 8.33899393 11.51224388 8.26955031 11.85465087 9.22843584 3.45555738 10.17113701 8.36864483 6.76346071 9.43136430 NA 5.89368256 0.08637617 NA 10.07074714 9.51538663 7.34998886 3.08632521 8.41724536 9.59412340 10.78329622 10.68376048 10.49430450 9.58085098 4.40825670 5.45556395 10.69550741 5.44388177 10.84121617 4.47864829 10.66470140 10.47470474 2.20179067 10.63803690 9.68995500 9.57081601 10.80200471 8.63579247 4.87640398 10.84343808 9.04729599 7.79138497 5.64091876 -0.49858633 9.12707504 8.43358085 0.82326023 6.13072293 8.40223314 3.54575837 11.00345207 9.30226604 4.99322147 11.44037779 14.26887820 10.44607826 9.75816457 15.89448844 8.43800418 9.66186786 4.71081745 9.27697651 7.44094556 5.21561259 2.10423600 10.44497986 10.41350703 8.18084604 9.77807220 7.75875422 7.79368784 9.50277433 6.94430913 13.43570206 10.23310949 NA 11.41668539 10.69987571 6.64602437 NA 1.50136271 12.05475546 8.08820574 10.32831185 7.72536762 5.76815256 11.72476460 10.12524762 12.47559521 3.25625587 9.37096001 0.08637617 NA 10.74959024 5.78676885 7.80970511 9.49217927 10.20958788 8.68748032 7.80286205 9.18348304 11.69029032 9.45846813 9.60137135 12.70172842 2.96078969 11.81081979 11.67332480 9.64027784 8.26457865 9.99422076 NA 1.96080823 1.67129337 NA 8.37481041 13.22299943 8.05595481 12.17588951 8.43505680 8.82216672 3.40826350 6.80514668 10.44607826 11.49129279 9.52858109 11.68542791 9.48079141 7.71811225 10.76815272 5.67129054 2.50136271 3.78676362 NA 8.96693250 13.59366909 8.86550069 10.75639470 9.83787278 6.95257702 11.10267270 7.90650763 9.16411473 14.28492718 10.00419799 5.53478999 10.00967105 10.46245401 9.78503341 11.88938345 11.87749155 10.52546698 9.48934062 8.34756158 4.22928797 11.21732815 8.23268522 11.31874960 9.74741795 10.33820555 1.08630822 8.35623450 11.24346505 12.99344655 9.07711346 11.63707544 9.59280160 11.40562446 7.40223272 10.43616278 10.36709942 9.39239041 7.28128281 5.25625210 5.83228244 10.87123608 -1.49858633 9.94534565 8.80856686 7.95874699 12.53942779 8.92972621 8.72174450 10.77166146 10.29171463 9.61640990 10.45844640 8.52650589 10.37941703 8.42320711 1.30871035 11.25687969 8.76815256 2.30871035 7.22588030 4.60989086 11.15107142 6.95669327 9.01309903 7.17184531 5.35934546 1.30871035 -1.49858633 10.73258737 10.49253371 11.52650574 11.56087962 8.31994844 10.25452436 5.71820817 11.26955048 10.50699073 11.72506623 9.23861349 10.09101733 11.27491751 NA 7.48435971 1.50136271 0.82326023 10.11146826 9.55529199 8.81084248 8.60989049 9.49571954 13.49792792 15.09399839 -0.49858633 11.47989791 12.45946571 9.45991886 NA 3.82329080 -0.49858633 NA 8.44534599 14.75810928 9.53065330 9.53821978 11.54661390 -0.49858633 7.96693279 8.85466739 9.15152044 10.02541811 7.52650550 11.39864441 10.34410934 10.96820735 10.02251998 7.71568543 11.03761339 8.52927202 5.27694325 8.41127412 9.57349875 0.00000000 0.00624810 0.02882700 0.68149000 0.01279500 0.00097064 -0.00083160 -0.02123500 -0.06181600 -0.06262900 -0.06646000 -0.06646000 -0.06436100 0.00000000 0.00000000 0.00000000 0.00624810 -0.70648000 -0.70648000 -0.70648000 -0.67720000 -0.68697000 0.00458000 -0.69139000 -0.71419000 0.00097064 0.00541390 0.00541390 -0.00083160 -0.00439460 -0.00439460 0.01266900 0.01266900 -0.13923000 -0.01807800 0.00861350 -0.06181600 -0.06262900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.677 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 4.545758 12.179746 9.267067 13.334652 10.589160 NA 2.893692 9.804005 10.655551 1.823301 9.276153 7.935994 9.508393 10.260838 6.885070 7.276153 6.455562 8.237768 7.548490 9.230137 9.548490 9.554613 4.768153 7.821039 10.446766 10.967443 7.661237 5.876406 12.112967 8.065516 11.756591 1.823301 6.529273 6.646024 9.685002 11.335047 10.3678724 10.7605209 7.2990276 -0.4985863 10.8008604 9.2876357 4.2827289 11.4604625 4.4082567 9.5795170 9.4335809 5.9932192 6.8232946 10.5596962 6.6046540 13.3796087 9.8445518 10.3492066 13.6315747 13.0138597 8.5835153 8.8040051 9.9684622 7.7540317 9.3405701 8.2745054 4.9443103 4.6511149 12.9264509 8.5097948 10.6405977 5.7492929 3.3087249 9.7451351 10.2462000 13.8768129 10.5600344 12.7017284 10.0640857 8.4570160 6.8074283 11.0676581 11.1327706 15.9536396 11.6854279 12.1544351 13.6073974 11.3251314 2.6712934 11.0917193 11.2501880 10.4555625 9.1834830 9.7850334 8.4142556 9.9260574 12.9815884 10.5327227 11.7194737 3.0863252 4.6306501 7.5097948 13.2875495 11.3139446 12.8736191 7.2018063 1.0863082 NA 11.9546368 12.5192185 11.6386680 7.9213262 11.1839219 11.0332349 13.3011537 11.8546509 10.1711370 6.5402846 11.6423556 10.8845305 5.3593455 10.2913072 14.8719514 5.4438818 7.8232940 12.9572925 9.0928885 11.7390243 10.9163156 1.5013627 13.7351731 5.0833198 6.1086959 9.1000515 9.7071595 9.2318363 10.2683091 9.5230403 9.0424627 6.2562540 12.3295026 10.6908819 10.5034779 9.9302498 10.0616990 10.0448814 11.0970899 2.5013627 9.5954438 3.4082635 12.9220482 9.1992024 7.5347892 9.8378728 9.2178598 12.6741062 4.0249313 8.7622857 3.9932215 11.2434651 10.5637497 11.1675902 12.5394278 11.2362875 9.9623340 10.3794170 10.3794170 11.1731969 5.7205357 9.3939089 9.3318814 0.8232602 7.0792480 NA 10.4932422 12.0935055 10.1896164 4.1160736 7.9669328 7.8051467 10.1640345 TCGA-A3-3322 51 0 NA 1478 kidney stage i t1a nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 1 1 3 NA 3 3 3 2 NA NA 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.67858077 6.17496362 10.13160787 10.30695654 4.59946063 10.88341287 5.75992546 10.17733519 10.18560270 1.92702413 11.32524597 9.50068396 9.70511379 10.46328394 8.44863711 -0.07293793 10.82366053 8.47006866 8.14620512 7.51575108 0.51197398 9.48641391 8.85333264 0.92706207 6.26688584 8.37412007 4.01449813 10.90538971 8.60122889 4.80968197 12.33605237 14.50520300 10.49118620 9.36478886 15.55891006 8.40479500 10.19206566 4.97142859 9.81957958 7.86955128 6.91572166 3.87937250 10.03621442 10.46594346 8.55639339 9.63094035 8.56184773 7.75992679 9.51387659 6.68858742 13.58485758 11.30478954 2.51199927 11.31774312 9.92779026 7.08690793 NA 3.31935781 12.28045926 8.16544168 9.82412581 8.10196254 7.14620512 10.85814360 8.91003045 11.91468979 0.51197398 9.16782806 NA NA 10.13770805 6.94384516 7.86661625 9.55912314 11.46595315 8.52322633 8.66512909 9.01184502 11.70760930 9.37205166 9.74161917 12.54737112 3.88123390 11.70695919 11.61703468 10.27077770 8.88703871 10.17615021 0.92706207 3.24895981 4.68192147 NA 9.24670878 13.82445680 5.11685960 11.93599049 8.32364163 8.68359295 5.79740214 6.93826344 11.57831268 11.32658167 10.00518760 11.36844551 9.27133253 8.58524838 10.68108913 6.85777453 5.35330212 2.09697021 -1.07308969 9.28898047 14.03024257 9.58881487 10.56773357 9.21935829 6.37824803 10.54496327 7.90717610 9.66926191 11.82544917 10.40530073 6.23081784 10.63014005 10.31881731 8.73760835 11.69873253 12.05728553 11.43284826 9.41989131 8.48927920 1.63189586 11.03686738 8.94662736 11.07805325 10.26966706 10.14681023 -1.07308969 9.85407390 11.18147487 10.30264098 9.19608151 11.44716430 9.43185567 11.02506881 7.87540411 10.03947621 10.82563809 9.44961832 7.93268957 5.40276992 6.47393137 10.22165744 NA 9.73116779 8.75992679 7.42688280 12.96106187 9.78579475 8.48162549 10.14378255 10.61921628 9.45353589 10.69502667 8.50068376 10.27465805 8.68025332 3.38646609 11.60893396 8.67355112 8.61463992 5.85777453 3.87890187 10.80393736 5.36997940 9.62327411 6.36923439 5.21243705 NA -0.07293793 10.78190513 10.38030737 11.44790092 11.90252650 8.42289187 9.76781467 6.52843536 11.41788758 10.39921981 11.37282758 9.18560270 9.68525987 11.74302038 NA 7.94940478 0.92706207 -1.07308969 9.86293842 9.40175674 8.67522951 8.46231208 9.06786643 12.84701732 14.01483103 5.73439260 10.60739625 11.36244655 9.93406397 -1.07308969 5.01449813 -0.07293793 NA 8.28458862 14.02231011 9.66343873 8.48162549 11.59370456 NA 8.25346602 9.20600872 9.31505398 9.54633965 7.97960468 11.20170608 10.37308613 10.70305847 9.70675604 7.06658759 10.94766952 8.86072727 5.49597971 8.32385551 10.19265172 -0.00486190 0.00000000 -0.70281000 0.70063000 0.69913000 -0.00623700 -0.01337000 0.00651780 -0.00457790 -0.20336000 0.00540550 0.00540550 -0.00305590 -0.00554580 0.00185180 -0.00486190 0.00000000 -0.77829000 -0.69966000 -0.72863000 -0.70711000 -0.00194820 0.70013000 -0.00249360 -0.01564300 -0.03704300 0.00332150 0.00332150 -0.00480440 0.00054622 0.00054622 -0.01064800 -0.01064800 -0.01657500 -0.01798800 0.00679600 -0.00457790 -0.10048000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.000 0.000 0.000 -0.705 -0.705 0.000 0.000 0.700 0.700 0.000 0.000 0.699 0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.000 0.000 0.000 -0.705 -0.705 0.000 0.000 0.700 0.700 0.000 0.000 0.699 0.699 0.000 0.000 0.000 0.000 0.000 0.000 7.00385181 12.37773249 9.09696177 12.82554365 10.75279056 NA 2.51199927 10.02506881 10.59901999 -0.07293793 9.42189231 6.05631907 9.24331825 11.79219004 6.66850352 7.54542247 6.80967939 7.81577970 7.57449514 8.80201804 9.83392737 9.89642323 1.51197398 8.69522098 10.35592024 10.87065046 7.85777390 7.57449514 12.09304284 8.44076413 11.55132500 1.92702413 6.84590022 6.83392737 9.77800483 10.94905768 10.015162 10.555938 7.769387 NA 9.571794 9.343834 5.613538 11.053096 6.106945 9.579882 9.271333 6.668504 5.668505 10.182655 6.221657 12.910298 9.697701 10.292812 12.933100 12.541402 8.104456 8.599462 9.707577 8.808151 9.496892 8.744020 4.949404 5.960461 12.756859 8.155855 10.548631 5.613538 0.511974 9.926332 9.211282 12.498078 10.266887 12.547371 9.730361 8.280183 6.600594 9.184425 10.723076 15.755991 11.368446 12.271471 14.132639 11.274935 0.511974 11.144086 10.067866 10.526950 8.755173 8.737608 8.392603 9.498789 12.340532 10.007854 11.190596 4.248967 6.549088 5.627476 14.128311 11.010848 12.520311 7.430862 -1.073090 NA 9.849621 12.282112 11.583006 7.681924 11.109121 11.555710 13.073844 11.659628 10.145600 6.174964 11.314516 9.984352 5.993126 10.379793 14.810475 4.599461 6.458418 12.386922 8.666817 11.595479 10.836180 1.248960 13.709625 7.136929 6.458418 9.676001 9.628343 9.365829 10.585248 8.833116 9.262126 6.747216 12.557873 10.163051 10.182065 10.606077 10.111292 9.592373 11.988070 1.734395 9.834679 11.006522 13.302012 9.250092 7.872480 9.219358 9.351696 12.297452 2.833922 7.979605 4.627478 11.181475 10.200250 11.110982 12.961062 10.849993 10.231388 10.274658 10.773702 10.918303 6.714939 9.452558 9.770173 1.248960 6.549088 2.386480 10.275765 12.279668 10.042080 4.450598 8.253466 8.121794 10.354350 TCGA-A3-3323 53 0 NA 1106 kidney stage i t1b nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 2 2 2 NA 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144431e-06 3.467973e-07 10.49185310 9.41957955 9.50243643 9.95601744 11.65532598 8.36792272 11.63273248 NA 2.21291169 5.96925642 10.23055585 8.71507311 11.31648598 8.18290281 11.65230507 8.83258499 11.73825506 9.01028388 NA 10.40836806 9.46061623 7.89525596 13.55167352 NA 7.17570722 -1.05319429 NA 10.36315837 9.86947309 7.53560354 4.26881613 8.27780533 9.60599261 9.88205378 11.57077015 10.56665012 9.36157384 5.75424349 8.90253852 10.07488296 6.85377988 11.52691164 3.85377613 10.34723446 10.75946713 3.11681387 12.38190774 9.64298688 10.27106927 9.84246396 8.28896340 8.44274366 10.71295373 8.77661134 8.05541314 5.53185240 0.53186800 9.81802384 8.85678188 0.94688055 6.90108531 9.13300295 2.11679723 10.70968593 12.34803485 4.70177637 12.13298277 9.96647935 10.74373946 10.35362511 15.86454045 8.61400010 9.63950423 5.19481594 9.89452556 7.57988385 6.99128261 2.26882361 8.59074497 10.46084810 8.64211706 9.53560335 8.73479124 8.14410553 9.69508158 6.88940296 13.06963578 10.56802479 0.53186800 11.02503946 10.60776260 9.05541314 -1.05319429 8.63513911 10.80564675 7.96090898 10.63688667 7.96647950 7.23229044 10.21015785 9.24952759 10.59586185 4.03434779 9.23690752 -0.05304461 NA 9.83182231 7.89817328 8.70344509 9.16120773 10.56113842 8.21601535 9.08771847 8.55791358 12.02666342 9.64124652 10.18946730 12.05279717 3.03435660 11.63373493 11.21951844 10.05410570 9.13424071 10.35733998 -0.05304461 2.11679723 3.75424616 -1.05319429 8.24838493 13.83463287 5.07616998 11.07036343 8.36895339 8.88499804 4.40631897 6.69508210 10.68961917 11.59973366 9.97755584 11.23514341 10.17570735 8.90544146 10.70052329 4.30443803 6.64732890 1.75424616 0.53186800 10.19184711 14.17600788 9.31866527 10.12866214 10.07165623 7.44274366 10.47045064 7.60866659 10.05622964 7.59434700 9.06323274 5.50147736 10.53435678 9.65511046 9.36051660 11.54981946 12.69612961 10.58577707 10.08644000 8.50117041 3.94688990 10.81532541 9.07617158 10.98477873 10.04689385 7.64037582 -1.05319429 8.85828070 11.49931763 9.51778787 8.07243116 11.12835153 9.11179556 11.13269328 9.21133130 9.88499804 11.53279013 9.15877705 8.27057379 6.66798719 8.05279734 10.43422632 -0.05304461 10.75866470 9.13794789 7.62636904 12.94221417 10.03766267 8.71837807 10.95601744 10.06453180 9.38360019 10.58577707 8.44872589 10.63251352 7.03435109 0.53186800 11.50554854 6.99673672 4.30443803 8.38151700 3.70177082 10.58622937 7.35203018 11.25892072 7.05091085 6.32192809 -1.05319429 -1.05319429 10.89744458 10.29838006 11.38099562 11.43523093 8.68666930 9.42363489 5.55199889 11.45145939 10.08707931 11.59524624 9.03036808 9.89817343 11.84246396 -0.05304461 7.92702828 1.53186800 -1.05319429 9.93486322 9.54307843 8.54680149 8.36263032 8.97893435 13.04755100 14.20132681 6.34776840 10.96369693 12.37995243 9.87392590 NA 4.43873863 1.94688055 NA 8.34776796 14.60317386 9.36263053 9.48507758 11.87374058 NA 8.89671536 9.09008065 8.73315840 9.36895339 7.74454998 10.87873423 10.57351030 10.47583109 10.32046617 8.54307823 12.01633843 8.58713355 5.77673832 8.30995013 9.70177619 0.0119580 0.0107030 0.0172640 -0.0010613 -0.0075628 -0.0012473 -0.0171160 0.0204830 0.0062741 -0.0127130 -0.0127130 -0.0127130 0.0153310 0.0119580 0.0119580 0.0119580 -0.5378400 -0.5531700 -0.5430000 -0.5430000 -0.5430000 -0.0030475 -0.0011087 0.0063445 0.0200630 -0.0171010 -0.0838480 -0.0838480 0.0024008 0.0033299 0.0120970 -0.0033243 -0.0033243 -0.0037395 0.0000000 0.0183830 0.0062741 -0.0127130 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.543 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.543 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.416530 11.955667 9.221849 11.869101 10.220684 -1.053194 3.531856 9.881317 10.906130 1.946881 8.556067 6.146562 9.405295 12.522428 8.239210 8.597940 6.734791 7.204277 8.587134 9.040966 10.671829 9.941949 5.213674 8.288963 10.080436 10.314849 7.594347 8.050176 12.003018 9.435733 11.645995 3.701771 6.991283 7.050176 10.126176 10.660705 10.92738531 10.82340562 7.20898344 -0.05304461 10.88720226 9.14164558 6.43874196 11.41830988 5.21367389 10.16060044 9.71590006 6.95251296 7.02370446 10.19837112 7.80175685 13.17675893 9.66113426 10.34081537 13.04483847 12.96369086 8.11681387 9.25066935 9.89233243 8.58351344 9.24724112 9.13671331 5.74130518 4.75424616 12.56756669 8.99945663 10.52100911 7.64385619 1.53186800 10.55144190 9.96786863 12.80302235 10.43372365 12.05279717 9.90906172 8.07874538 7.18275883 11.88848653 10.08452022 15.71996346 11.23514341 12.29851811 13.21842464 11.29561679 2.53184305 11.12181432 9.02770616 11.47680720 9.06323274 9.36051660 8.25750146 9.80564683 12.54517384 11.43673663 11.32301405 4.59074572 5.59074572 7.03435109 14.26278118 10.69926931 12.77512435 6.73479090 1.26879368 NA 9.97479472 12.46246531 11.70009704 7.52808914 11.17750961 11.4442415 13.0540240 11.7382551 10.4083681 8.2889634 11.5599875 10.1484001 7.3392060 10.6735326 13.7931058 6.8537799 7.5762455 12.8250009 8.1924413 11.6694828 10.8746667 2.6473375 13.0550864 6.9653110 6.8537799 9.5679789 10.6955009 9.0800308 9.9782453 8.3392060 9.2601118 7.7986377 12.2023599 10.6303219 10.5988373 10.3836002 10.0069091 9.8341093 11.5839663 2.8537761 9.9727204 6.2415104 13.3360851 8.9912829 10.4714303 10.0716562 9.4440620 12.8238851 3.8048693 8.8064233 6.2415104 11.4993176 10.4870167 10.9514603 12.9422142 10.8363926 9.9241686 10.6325135 10.6006295 10.7650154 8.1092801 9.3477682 9.8470008 0.9468805 -1.0531943 4.5014774 10.9588147 11.6936171 9.9987773 3.9912815 8.8967154 8.0102836 10.4699605 TCGA-A3-3324 51 0 NA 1186 kidney stage i t1b nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 1 1 3 NA 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.11488493 10.04762999 8.10370010 NA 10.14169194 7.03549635 10.79181952 NA -0.21792698 5.74086821 9.66959481 7.76656866 10.83054816 8.42011855 11.86880369 10.98158177 11.00237701 9.25991365 3.29083722 10.25249183 8.74204664 8.12191629 10.29175698 NA 6.81887101 -1.51663564 NA 10.35307436 9.97132052 7.46932272 3.48348045 9.12553229 9.45717790 9.35384528 11.27789638 10.62590670 8.95617139 5.35384550 9.49750100 10.31241037 6.89287184 11.03350573 6.91393297 10.22578994 10.42709417 2.65340402 11.30306088 9.78383313 10.06938196 10.41495673 7.75727599 6.85416774 10.23958230 8.52420867 8.06279631 5.52787418 1.94290855 9.52787457 8.90974521 1.06846445 6.35999723 8.75692654 3.12733613 10.16998098 9.56363178 5.27789551 12.38865877 13.83900366 10.98656083 9.40010645 15.62937285 8.82444329 9.99523321 5.47216605 9.37602334 7.95312203 6.51690395 2.29186873 8.66214531 9.96880674 9.11738389 9.47145493 8.82444329 7.56296512 9.79579633 6.90974551 13.08211462 10.46362011 4.84103214 11.43967513 10.23402415 7.70989301 NA 3.06844725 11.17304177 8.11829171 10.06515181 8.10002941 6.79181928 10.88888789 9.04953466 11.28352903 3.76888300 9.07780511 -0.51642926 NA 10.07500281 5.67330483 8.37678221 9.63956356 10.72635689 8.54011835 9.33600996 9.18824884 11.92068249 9.57491590 9.62239213 13.06773840 2.18393109 11.36500745 11.36841413 9.82555510 6.90554586 10.37336469 NA 3.23837417 4.06844725 NA 9.10736199 13.56891146 9.25579505 11.78569100 8.68437905 8.93983482 3.76888300 7.02263968 11.31834656 11.05475909 10.40606488 11.22457032 9.05807401 8.80766114 10.81831247 5.59200547 4.18392315 0.48346755 -1.51663564 9.99177054 14.00158038 9.86610449 10.71169794 9.88008535 7.80315276 10.28276215 7.84980290 9.41759897 10.48559226 8.72903335 5.86718482 10.63503624 9.76888267 8.88968556 11.67315066 12.23261666 11.21288883 9.59657144 8.75026716 3.73633428 11.28559295 9.19858452 11.13699739 9.61708521 11.80836421 -0.51642926 8.86394155 11.14881643 9.36361506 8.51625631 11.29485517 8.59331119 11.34223860 8.83993251 9.68621651 11.19557755 9.62813874 8.18662287 4.92642172 6.61276384 10.37526418 NA 10.46433408 7.99325544 6.99127467 12.66928513 10.26770632 8.90554526 11.09542742 10.83248523 9.06750347 10.73479132 8.68805164 10.22873465 8.60501385 0.06846445 11.47109980 6.93056349 6.46613113 5.36612285 5.97533441 10.92952991 6.54956907 10.07401137 6.68707329 5.85852066 NA -0.51642926 11.13206281 10.10232482 11.61099127 11.19643732 8.76076784 9.88808993 6.55976099 11.32916655 10.40308874 11.40457757 9.16998111 9.81607662 12.32100989 NA 8.25331852 -1.51663564 0.48346755 10.09127312 9.04572281 9.19083952 8.40383351 9.21734318 13.68583394 13.29560766 1.29083722 10.79806372 12.61854844 9.98183111 0.48346755 4.31358689 0.06846445 3.29083722 8.39487251 14.25373143 9.49610498 8.45502385 11.41236894 -1.51663564 8.48348045 9.29308788 9.49400851 9.76541059 7.92227219 11.18565318 9.65965364 10.98506895 10.15369414 7.30365930 10.72128797 8.73496292 5.54406802 8.36114810 10.15325143 0.0000e+00 1.0451e-03 -4.8573e-01 4.5789e-01 4.5131e-01 -1.1934e-02 -4.9102e-03 1.1196e-02 -8.4778e-03 -6.1925e-02 -1.9515e-02 -1.9515e-02 -6.0856e-02 5.2985e-03 2.5714e-03 0.0000e+00 1.0451e-03 -4.9767e-01 -4.8191e-01 -4.8771e-01 -4.8012e-01 -7.2597e-03 4.3420e-01 -5.7397e-03 -5.7397e-03 -3.7633e-02 4.9039e-04 4.9039e-04 -4.9102e-03 3.4044e-03 3.4044e-03 -9.4685e-03 -9.4685e-03 -4.8863e-01 7.4441e-05 3.4044e-03 -8.4778e-03 -6.1925e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.489 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 -0.482 0.000 0.000 0.450 0.450 0.000 0.000 0.451 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.489 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.482 -0.482 0.000 0.000 0.450 0.450 0.000 0.000 0.451 0.451 0.000 0.000 0.000 0.000 0.000 0.000 3.483480 11.662301 9.377540 12.521971 10.491559 NA 2.653404 10.257856 10.556618 2.731400 9.041901 6.612764 8.950067 12.348440 7.697800 8.183920 5.814397 6.938808 8.311617 8.311617 7.112837 10.198585 6.544176 8.634497 10.103242 11.346892 7.623032 6.148816 11.642563 8.699014 11.867834 4.909744 6.905546 7.201156 6.930563 11.215224 10.202013 10.515526 7.565630 -1.516636 9.467899 9.106448 4.316370 10.833315 5.127336 9.918630 9.953122 6.466474 6.098190 10.403089 7.138116 13.296059 10.222839 10.155906 13.066211 12.180665 8.111015 9.049535 9.534689 7.497501 9.543501 9.033265 6.341461 3.805406 12.541980 9.462191 9.970818 5.516904 3.007034 10.310426 8.972325 12.781328 9.782689 13.067738 9.542825 8.503071 7.154456 7.886492 10.610185 15.938760 11.224570 11.794519 13.641854 11.291238 1.653427 10.837730 9.040944 10.855257 9.247523 8.889686 8.366124 9.569617 12.874187 10.996221 11.371080 4.731406 5.038067 5.169981 13.574439 11.477127 12.382837 6.183921 NA NA 9.298063 12.679083 11.653859 7.648388 11.063032 11.0773384 13.0922551 11.0023770 10.2524918 7.1201051 11.3311251 11.2009427 5.7408682 10.6297309 14.9085262 6.8928718 7.6534055 12.5763574 9.3108231 11.8847600 10.3371799 2.3903650 14.2334547 7.0989627 6.4376772 9.6520711 9.9863124 9.0806020 10.0561807 7.8233303 9.5682889 7.4721652 11.8487094 10.5475496 10.5488966 10.2266320 9.8476152 9.6211121 11.5027237 2.1839311 10.0940440 10.0250612 12.8266051 9.3289706 7.6101848 9.8800853 9.2376999 12.5138028 3.3903650 8.7218853 3.2383742 11.1488164 10.5113865 11.5435009 12.6692851 10.7569847 9.2358611 10.2287347 10.9068591 10.5660122 6.4376772 9.6770059 9.4877010 -0.5164293 3.8757997 -1.5166356 10.3317122 11.8637846 9.3820819 4.1273361 8.4834805 7.8476149 10.1726049 TCGA-A3-3325 52 0 NA 751 kidney stage i t1a nx m0 19-3-2015 male 2006 751 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 1 1 3 NA 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.58515118 9.57204494 9.16054763 1.09578942 10.97270558 9.22017176 12.77242323 -0.90427808 1.87715527 7.09580525 9.85860225 8.06014577 10.86997432 8.73061584 11.98007087 9.76999714 11.11938607 9.52206968 5.99667120 10.38467098 8.93185529 8.02210089 12.14984535 NA 6.23023184 -0.90427808 -0.90427808 10.35848714 10.05870099 7.97078637 3.68076318 8.99516197 9.97615381 11.02228624 11.48234110 10.36726796 9.48004898 6.21474652 10.39672946 9.87018021 5.47950867 11.12612721 3.22508980 10.80531963 10.88248295 3.73966451 12.00278946 9.80359548 10.20498262 10.38178507 8.73333536 6.58765752 10.98347684 9.56786103 8.18724022 7.64462710 1.68077443 9.67276158 8.26823226 1.41775802 6.77879994 9.27982482 0.09585692 10.87388208 10.96385577 6.07308542 11.60783424 13.62462531 10.82202312 10.60483766 16.23787710 8.53459664 10.14939148 5.10703081 9.42447978 7.41095414 6.97232159 3.36296076 9.26635601 10.47411060 9.00869417 9.82074508 8.06303099 8.31739226 9.16659670 6.66945203 14.17034367 11.17928431 5.62718657 11.80014091 11.23111664 7.09861957 NA 5.81004973 12.64528882 8.30525830 9.48973158 8.43787980 8.58966051 10.86626239 8.88452313 11.92867718 2.09578942 9.09439549 4.68076880 NA 9.70452186 5.05000098 8.26823226 9.62181507 10.45363188 8.70313532 8.57356312 8.79364135 11.94540748 9.43621140 10.16256693 12.35503328 3.38120030 10.70718258 10.47815875 9.98150135 8.98073853 9.62864785 0.90319256 3.09580630 6.61544131 NA 7.95223046 13.92960921 10.28994613 11.97088233 8.59863691 9.66992533 4.00269352 7.04124846 11.31950504 10.69036279 9.77176197 11.91402262 9.35378200 8.01466828 10.77726304 7.74685690 5.85069193 0.09585692 0.09585692 9.70498363 13.99360315 9.86398923 11.10283224 9.19186117 8.13197834 10.50280715 7.59565060 9.61594242 8.88043973 9.68217560 5.55523638 10.44364498 10.37541548 8.44121039 11.58515118 12.29999399 11.23135392 9.15176523 8.88837553 2.85602955 11.39915763 8.77176214 9.85402823 9.81390959 8.38697558 -0.31922557 8.53563581 10.69780778 11.06451496 9.54261423 11.21685272 8.93185529 10.49026767 7.38582358 10.75222985 11.61273606 9.89427680 8.52467804 5.36259262 7.54907537 10.31648553 -0.90427808 11.24237361 8.88043973 7.02061776 12.96158654 9.78754853 8.68826185 10.86088383 9.76690370 9.94950444 10.53964981 8.92473473 9.71922931 7.71051511 3.14020604 11.54314650 9.34195173 3.40396299 6.02654336 3.61936605 10.74168851 5.26572943 10.93704890 6.04107429 5.28562785 NA 1.09578942 10.75066470 10.60607462 10.86729442 11.73830797 8.66566066 8.86646881 5.95608454 11.84483634 10.53459684 11.24951532 8.78667607 10.01838937 10.58740756 2.61936605 8.46321986 -0.31922557 -1.90400809 10.09051195 9.74416261 9.05508256 9.26823249 9.07308488 13.25709432 13.63935038 1.79622395 11.13695069 12.07531946 10.70082141 -0.31922557 4.17965436 0.90319256 NA 6.66945203 14.09734509 9.56391982 7.77528500 11.52730257 0.09585692 8.30525830 9.14025360 9.63738564 9.70775185 8.24428153 11.33644726 9.62034667 11.23902874 9.99509765 7.70682959 11.13489538 9.08803530 4.83619178 8.23579119 9.92750806 -0.0183530 0.0000000 0.2843800 0.2810500 0.2744200 0.2831100 -0.0379560 0.2807400 0.2637300 0.0892860 0.1053700 0.0491500 -0.0081484 -0.0183530 -0.0183530 -0.0467230 0.0000000 -0.3504200 -0.3504200 -0.3504200 -0.3504200 -0.0278080 0.2810500 -0.3590900 -0.0128510 -0.3796100 -0.3422800 -0.3422800 -0.0379560 -0.0302670 -0.0302670 0.2807400 0.2807400 0.2834300 0.2766300 0.2988300 0.2530100 0.1053700 0.000 0.000 0.000 0.000 0.270 0.270 0.281 0.283 0.292 0.277 0.277 0.281 0.281 0.299 0.299 0.253 0.253 0.000 0.000 0.276 0.276 0.000 0.000 0.000 0.000 -0.066 0.284 0.000 0.000 0.281 0.281 0.000 0.000 0.271 0.271 -0.380 -0.121 -0.342 -0.342 0.000 0.000 0.000 0.000 0.000 0.000 0.270 0.270 0.281 0.283 0.292 0.277 0.277 0.281 0.281 0.299 0.299 0.253 0.253 0.000 0.000 0.276 0.276 0.000 0.000 0.000 0.000 -0.066 0.284 0.000 0.000 0.281 0.281 0.000 0.000 0.271 0.271 -0.380 -0.121 -0.342 -0.342 0.000 0.000 7.686392 11.921658 9.083780 14.591238 9.637386 NA 4.305256 9.900743 11.046361 2.343720 9.036119 4.782304 9.688729 10.723795 7.862334 8.087327 7.180613 7.395013 8.081647 8.464311 11.839798 9.779238 2.555227 8.226376 9.823300 10.150070 8.526257 2.739654 11.724364 8.991380 12.024300 1.555227 6.353193 7.650394 10.577857 10.907581 9.25504557 10.33510514 8.05725476 0.09585692 10.26196808 8.59664672 4.61936605 10.53667413 4.92869720 10.05218111 9.56239127 7.24046317 6.80661148 9.90717971 6.73966181 12.95242501 10.65804738 9.99629439 13.68463669 13.08931834 6.51786934 8.96539875 10.09298449 9.32702622 9.41265219 9.56697208 6.31012377 6.59963022 13.73701001 9.12440181 10.32582543 5.92869483 1.79622395 10.16793755 7.63496348 13.27621921 10.36141999 12.35503328 9.41038817 7.93658259 7.05453160 9.20889592 11.22750115 16.02932273 11.91402262 11.42854086 13.66474078 10.55702863 2.18326418 11.33137045 10.27384722 10.31890169 8.64847407 8.44121039 8.18194136 9.92195620 13.18318492 10.52965114 11.67500186 4.78230371 6.56748004 7.17262052 14.56733094 10.94852953 12.51990560 8.05290709 NA -0.90427808 11.14344010 12.54830361 10.93731423 7.77352431 10.85423640 11.619857 12.403148 11.119386 10.384671 6.944427 11.542888 10.894682 6.026543 9.910387 14.532529 5.479509 7.513657 12.800502 8.863989 11.245711 10.496151 1.680774 13.480926 6.803475 6.677005 9.946429 10.170950 8.985309 10.957861 8.694788 8.874777 5.761142 11.942471 10.641735 9.685456 10.624991 10.448952 10.081291 11.400156 2.183264 10.282229 8.798843 12.349771 8.607557 8.676064 9.191861 9.089967 12.525735 5.947554 7.830515 4.204329 10.697808 10.590910 11.231033 12.961587 11.279905 9.612490 9.719229 10.622793 11.116556 6.466492 9.849440 9.812196 1.095789 1.680774 NA 10.927310 12.134995 9.346103 3.265737 8.305258 8.677006 10.610026 TCGA-A3-3326 47 0 NA 1137 kidney stage i t1a nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 1 1 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.456648 11.513758 9.674223 10.554701 10.093294 8.016365 0.871686 10.885706 9.157109 7.854700 4.264026 NA 10.057821 9.166327 -0.128314 7.825903 9.136149 NA 11.202623 8.297971 4.395268 11.187213 11.773705 10.300067 9.774082 16.281711 8.331138 10.245659 5.157108 9.639891 7.515563 2.456675 2.193646 9.297971 10.313613 8.616540 9.837491 7.754350 8.147831 8.675837 6.882934 13.466614 10.787586 -0.128314 11.434426 10.543451 6.410865 -0.128314 1.456648 11.832433 8.572146 9.133801 7.959170 5.704595 11.035356 9.013814 12.162935 3.331132 8.998411 NA NA 9.822991 4.456668 7.995828 9.506518 10.588526 8.198136 9.397227 9.117259 11.779025 9.414739 10.110111 11.890255 1.456648 11.345980 10.803183 10.148994 8.490092 9.917466 NA 3.572150 5.894076 NA 8.391343 13.478806 8.493759 12.265365 8.717197 8.885727 4.395268 7.297972 10.447246 10.754350 10.075055 11.140582 9.718764 8.754350 10.722675 5.456668 3.456675 -0.128314 NA 9.594514 14.128800 10.026525 11.434426 9.341348 6.905129 10.431084 8.056582 9.884513 9.522758 8.896846 4.456668 10.223408 9.802444 8.619899 11.215448 11.848987 11.163453 9.341348 8.933186 3.456675 11.291667 8.953856 10.464164 9.973682 10.251085 NA 8.297971 11.054101 10.029521 8.689586 11.499240 8.735893 10.618221 8.426295 10.184590 11.367062 8.790570 7.705798 5.456668 6.653066 10.011258 -0.128314 10.250001 8.464164 7.031578 12.657772 10.101727 8.464164 10.220435 10.150156 9.204862 10.664180 8.119634 10.031578 8.110112 0.871686 11.728521 6.246746 5.331139 6.766525 4.193638 10.573879 6.766525 9.700113 6.625257 5.653066 NA -0.128314 11.081769 10.579066 11.404550 11.683081 8.464164 9.131450 5.369958 11.060295 10.385434 11.362056 8.959169 9.854700 11.704201 0.871686 8.198136 -0.128314 NA 10.079941 9.662870 8.666122 8.011258 9.375532 12.730076 14.424556 NA 10.504702 12.745151 10.397227 NA 4.395268 NA -0.128314 6.905129 14.723748 10.422453 8.547664 11.047256 -0.128314 8.896846 9.013890 9.253249 9.937796 7.363560 11.063999 10.252168 11.319823 9.840373 8.355522 10.953190 8.701429 5.653066 8.732794 10.126735 0.00680440 -0.00221680 0.00388540 0.51608000 -0.00920330 -0.00747200 -0.01113000 0.02216400 0.02623300 0.00619420 0.00619420 0.00619420 -0.01806800 0.01251600 0.01251600 -0.01009300 -0.00221680 -0.55933000 -0.52685000 0.00388540 0.00388540 -0.00636680 -0.01202400 -0.00083160 0.01332600 -0.00747200 0.01181800 0.01181800 0.00180300 0.00138680 0.00138680 -0.00788630 -0.00788630 -0.00013862 0.00334880 0.01042400 0.02623300 0.00619420 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.490092 11.934765 9.039125 12.827538 9.499240 NA 3.193630 10.350476 10.954521 2.193646 9.023991 7.441562 9.242394 12.308939 8.799485 8.766524 6.544131 8.124372 9.182319 8.626594 11.222646 10.273653 5.456668 8.367562 9.892687 10.244572 7.579065 6.281097 11.624505 8.322918 11.926630 2.456675 6.281097 7.193635 9.524552 10.809080 9.579066 10.621576 7.888515 NA 10.791315 9.175487 5.081161 10.732018 5.599627 10.026525 10.027790 6.585953 7.211556 10.083595 7.255411 12.734344 9.906506 10.083595 12.994858 13.044134 7.306335 8.479037 8.988051 8.561705 9.295873 9.359547 6.653066 3.778598 12.849165 7.742072 9.940485 5.041633 0.871686 9.907880 8.501063 12.947854 10.625759 11.890255 10.037870 7.297972 6.787227 9.341348 10.977615 16.058904 11.140582 12.018275 13.760355 10.933078 3.456675 11.709729 10.271519 10.273653 9.013814 8.619899 7.899613 9.976305 12.565411 11.581221 11.338283 2.193646 6.175487 7.441562 13.945863 11.027157 12.559301 7.717197 NA -0.128314 10.337273 12.752438 11.450476 7.479037 10.828083 11.427254 12.538596 11.186856 10.382471 8.166327 11.592378 11.534820 7.379501 10.277912 13.586596 4.041628 7.592806 12.550487 8.268311 11.461826 10.552066 0.871686 14.234267 7.269851 6.848986 9.056879 10.081160 8.894074 9.860391 8.011258 9.318790 6.871707 12.479730 9.699843 10.221541 10.448191 10.450079 10.629097 11.463229 4.959167 10.354515 7.175488 13.071983 8.406982 8.452907 9.341348 9.655425 12.514435 8.000990 8.784596 4.959167 11.054101 10.317756 10.829534 12.657772 10.800965 9.477186 10.031578 11.069538 10.821927 7.129094 9.482731 9.723456 2.193646 6.331139 NA 12.119041 12.572781 9.278974 6.529918 8.896846 8.310498 10.150156 TCGA-A3-3328 79 0 NA 1385 kidney stage i t1b n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 3 5 NA NA 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.5417282 11.4499795 2.6336404 NA 7.9282566 9.1308331 11.6680221 -1.6882644 NA 9.1836131 7.0121474 7.0430273 10.1489415 6.6997251 10.7292966 3.6692649 9.5495152 9.8479550 2.3991711 11.5484694 8.7843986 3.2659019 4.9410640 NA -1.6882644 -0.1033019 NA 10.5378188 11.8111800 8.0649243 1.1190905 10.1874571 9.4810064 10.0922475 7.1477585 10.7491997 7.3938563 6.3938572 -0.6882644 10.1036845 3.7379679 6.7793136 2.1190573 9.7400679 8.7242775 -0.6882644 7.3423752 6.0864951 9.0938868 10.4057854 7.8372287 2.7711461 11.7283799 9.6221501 8.4004961 1.8966594 -0.1033019 9.1611127 7.0963430 NA 3.1190573 10.2465043 -0.6882644 9.6482143 5.3885236 0.6336637 10.3042354 11.8033103 10.8438201 7.4044646 14.0279377 8.9672384 6.7793136 5.4512606 9.9623107 8.8274075 2.6336404 3.9468805 -0.6882644 9.3114822 9.6341992 10.0285272 8.8342893 9.8872470 8.5596352 6.3117084 13.5978684 10.0582220 -1.6882644 11.4674747 9.6028785 6.8547400 -1.6882644 3.9841336 12.4985184 8.6659573 12.2946122 7.8450377 5.4306499 10.8910237 9.1350749 5.7457510 0.6336637 10.0636701 NA 2.9555732 10.6005738 1.4816089 8.9474260 10.7155186 11.0786507 9.1912910 9.0190669 9.2245970 12.2474317 9.5369151 10.2234742 12.7135872 5.9116197 10.4203661 10.7805863 10.4264261 7.9428845 9.5332949 NA 1.4816089 3.2659019 NA NA 13.5189890 3.7040198 0.3117356 10.4700018 10.7940115 0.3117356 8.0615769 7.2688096 11.2533056 10.5159732 11.7998592 5.5878330 6.3885236 11.5945066 1.4816089 3.9841336 2.0121396 NA 11.5153616 12.9738197 10.2335486 8.3845101 9.7884539 2.9555732 10.0280985 6.9041649 9.3160335 13.9283714 8.2155898 8.4841353 10.8640502 12.0547539 9.5590419 10.0661777 9.8120516 10.0421778 5.8966690 9.5561370 7.7846826 12.8395512 10.1524856 10.1170485 12.0205761 -1.6882644 -0.1033019 9.0790644 9.5988429 13.0534575 7.8867361 9.7618879 9.2796545 10.4547720 -1.6882644 11.5133722 10.9137106 10.8115536 8.0767616 2.8966787 4.7210992 10.6106295 NA 2.3991711 7.6200468 7.0665951 11.9025286 9.2789340 8.9618620 8.8853550 9.8810887 10.2731574 11.2312899 9.7458146 10.7798226 8.6017266 -1.6882644 8.4525374 7.1571974 -1.6882644 3.4816348 4.7546524 12.2370767 1.6336172 6.3451302 10.9524814 5.3003910 NA NA 10.9383294 10.8207404 10.6916275 11.1928217 9.0086751 10.1098555 6.1416841 9.3865183 10.7421603 11.3720659 8.1414302 10.5831708 8.2350353 0.6336637 8.8075626 NA -0.1033019 10.1924392 6.4816332 9.7965306 8.3642756 9.7793132 11.9003052 13.0255775 -1.6882644 6.8739497 10.6117743 10.2461357 NA 5.5866206 -1.6882644 NA 6.9911874 13.6512446 7.3506263 8.1851520 11.0268117 3.3991711 9.5679163 8.9893127 10.5363124 10.1591566 7.1974045 11.4135193 9.7520578 11.8232133 8.7457207 4.4202331 10.2019720 9.1882246 5.8236195 8.3029884 10.0897848 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.0665887 12.3881893 9.8844079 11.0272408 9.2818137 NA 0.6336637 10.0392028 10.0195285 NA 7.0565413 8.9328440 10.6140610 12.0912219 1.1190905 3.6692649 8.8362495 9.8653371 4.2185952 10.1366664 9.2527553 8.6932507 -0.6882644 10.4909948 11.3407343 12.3602797 11.9313546 NA 10.7554283 6.0930678 13.0883284 2.9555732 6.2305700 9.6120603 -1.6882644 10.7445105 8.0086751 8.7018768 9.1673549 NA 9.3361548 9.4703174 11.7353489 10.5950855 4.8195047 10.7056344 8.6437444 7.4228435 5.2065260 9.3278196 4.1190656 13.2675846 12.4546125 9.0285272 13.8108996 13.4600651 6.0259523 9.0790644 9.1996898 3.2185952 10.3955195 9.5918985 0.6336637 5.5015315 12.4672375 9.2527553 6.2004514 NA -1.6882644 9.7644638 6.9447027 11.3607054 9.1665761 12.7135872 8.2774920 11.0542277 5.4838351 11.3562726 7.5405264 15.1031886 11.7998592 6.8234602 13.1532721 10.3784697 -1.6882644 9.4633586 9.5132191 9.9410643 9.1540581 9.5590419 6.7337719 9.0095440 13.8424493 8.5393236 12.2338275 -1.6882644 7.4254501 8.6381372 13.3087725 11.3999991 11.8450375 4.3777970 -1.6882644 -1.6882644 11.7344296 11.2836105 10.1378351 6.5162784 10.9953603 11.6330721 12.4459736 9.5495152 11.5484694 -0.1033019 11.0559109 5.1820725 1.6336172 8.7782940 11.5471237 3.7379679 1.4816089 12.4902084 8.9832487 11.6106295 10.1851518 3.3561015 14.1304646 6.6439240 7.9699195 8.1478841 7.0765794 11.3873540 10.7572400 10.0749201 9.1851520 2.2185952 6.9805932 8.2034914 4.2185952 10.9034638 10.0430267 10.7093823 12.1185594 -0.1033019 7.5453275 2.3117065 12.9507279 9.9460650 11.1396458 9.7884539 9.8612374 14.2692859 -1.6882644 9.0889631 9.1782139 9.5988429 11.8095346 10.6103431 11.9025286 12.4866334 9.1053111 10.7798226 8.7742099 11.4118181 7.8372287 10.0104124 10.7634340 NA 10.2434794 1.8966594 9.2904182 10.0703932 9.9351320 NA 9.5679163 8.4677910 10.3513123 TCGA-A3-3329 75 0 NA 706 kidney stage i t1b n0 m0 19-3-2015 male 2007 706 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 1 1 NA NA 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8700253 9.7266061 8.8700253 -1.3259010 10.7009072 5.6841455 12.5521847 NA 1.0188478 6.3535174 9.4741290 7.5351253 10.5711271 8.8564324 11.9476879 10.1872721 11.1818301 9.7753571 -0.3259010 10.0485341 8.4255822 6.1272267 12.0205518 NA 5.7615007 NA -1.3259010 10.0359818 9.8755494 7.1857902 1.9959548 8.2683628 9.5187438 10.7861517 10.7397907 10.2655603 8.9582839 5.9408245 10.5902907 9.7047051 5.9124439 10.8260059 4.4553996 10.2107709 10.9184018 3.1975981 11.6666224 9.9249286 10.3411495 10.6003340 7.6712176 1.9959548 10.9589344 9.4185943 7.8956250 3.7614980 2.3744831 9.4188717 7.7428160 NA 6.5929010 8.9846509 0.2589410 11.1344939 9.3070332 5.1334690 12.3436871 15.6611354 10.9370137 10.4627563 15.7640263 8.5132416 10.2190025 4.8834937 8.7786367 7.7877805 5.1658918 2.6476599 9.7108985 9.7654734 8.7211617 9.5981082 8.1128299 7.9100520 9.3848444 7.2960903 12.7766699 10.5104829 NA 11.5110745 10.8803656 7.5718838 NA 2.8439638 11.9693765 8.3882834 9.3587866 8.9652088 7.7481794 10.4886204 9.2054194 12.3567836 3.1334649 8.8402010 NA NA 9.5665808 4.7825606 8.4372502 9.5627812 10.7211619 8.5658218 8.7561870 8.5304637 12.1845142 8.9489985 10.3313565 12.6391910 0.2589410 10.5370124 10.3792384 9.9703807 9.6866625 9.7760137 NA 2.1334649 4.8237850 -1.3259010 8.2457908 13.8688333 9.4692659 13.2341320 8.8046086 9.4773618 2.5809173 7.0227662 11.5610682 10.5699919 9.7621637 11.4251657 8.4255822 8.9040583 10.5159954 6.8135888 4.2887498 1.4814023 0.2589410 9.3744777 13.2219567 9.9124427 10.4982012 8.9937100 6.8883573 10.2405678 8.7306756 9.2404727 12.9392135 9.5179591 6.3535174 10.6550630 10.7015985 8.8148679 11.5536212 11.8293306 10.5627812 9.7095245 9.1828231 1.9959548 11.5747162 9.1578537 10.5786726 9.7581821 10.5902907 -1.3259010 8.6527486 10.7289814 11.6406156 9.7007204 11.4755443 8.9721007 10.6051448 8.7851735 10.4545777 11.6836917 9.8020323 8.3104815 5.6513187 5.7825632 10.0945247 -1.3259010 10.9574158 8.8123099 6.5627812 12.7577666 9.7238865 9.3692662 10.1698931 10.3583483 9.7628263 10.5281545 9.2305441 9.3393739 8.4989968 0.2589410 11.3618511 5.5688560 0.6740086 7.7481794 2.9959729 10.8383165 5.3744761 10.3228449 5.4182001 4.6047771 NA -0.3259010 10.8234676 10.3964187 10.7191151 10.9931456 8.7707531 8.6554910 6.5676428 11.1146477 10.5627812 11.5818675 9.3160896 10.2841401 10.9472508 -0.3259010 8.1314187 -0.3259010 -0.3259010 9.7095245 8.8798313 9.2646251 8.8798313 8.9112479 13.7001724 13.6291884 0.9959548 10.7691053 12.4070533 10.3543975 -1.3259010 4.2590012 NA NA 6.4619410 14.6694739 9.1828231 8.0293888 10.5612586 NA 7.8687948 9.2146309 10.0818369 9.3526380 7.9571264 11.3701362 9.3865650 10.6136172 9.6696850 7.1128294 10.7252470 8.8097472 3.5809293 6.9542987 9.3796703 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.556681 11.598108 9.279517 14.827194 9.510877 NA 1.995955 9.536675 11.036064 2.674031 8.776014 6.685265 9.622405 12.471598 7.831385 8.391714 7.604776 7.104491 8.353518 8.562781 11.435381 9.728642 5.303394 8.561259 10.204196 10.427255 7.108667 7.745500 11.284602 8.678259 12.034186 2.481402 6.893207 7.723887 9.568098 10.684566 9.3822598 10.3679605 7.3951374 0.9959548 11.2020036 8.6556051 4.5566808 10.4380802 4.8033200 10.0588218 9.6810653 6.6570311 6.6455821 10.1713909 6.7825619 13.0498241 9.2730209 9.9501625 13.6221314 13.5891238 6.3535174 9.2813684 8.8601521 7.8007427 9.4676414 9.4272548 6.2664942 4.2590012 13.2772007 9.4002561 8.7747004 4.8834937 0.2589410 10.6477353 7.7266058 13.5636846 9.9680843 12.6391910 9.7136426 7.9243363 7.0515091 7.5839312 11.1373069 16.1704237 11.4251657 11.8058950 13.5535255 10.2809059 0.2589410 10.7330444 9.7156971 10.3929989 8.6092031 8.8148679 7.9823770 9.6025564 12.8167035 11.0855490 11.0585493 1.6740538 5.9408245 6.5444035 14.8338325 11.2716250 12.5690452 7.7955715 NA NA 10.4611244 12.3936407 11.0793710 8.1355174 11.1823280 11.4743312 12.6712175 11.1818301 10.0485341 7.0490775 11.7869661 11.2660278 5.6740369 9.6747422 15.4378084 5.9124439 7.3178946 12.8516802 8.9501625 11.4537574 10.2901273 1.2590012 13.8477151 7.4953338 5.4422236 10.5755159 10.1872721 9.2997468 11.3897855 9.3268829 8.9106143 6.9869206 11.9179558 9.9999056 10.2024922 10.4647937 10.5253967 10.2790544 11.3015719 2.9959729 10.3891420 10.1648888 12.2157505 8.7707531 8.4036589 8.9937100 9.4576583 12.6020011 4.0315893 8.8626268 3.4289196 10.7289814 10.6227702 11.1857907 12.7577666 11.4596948 9.4716996 9.3393739 10.2674292 11.4002029 6.8339097 9.8687949 9.3692662 0.6740086 5.7929803 -1.3259010 10.8576734 12.1407785 9.2608777 3.6282370 7.8687948 8.3088491 10.4087476 TCGA-A3-3331 86 0 NA 1485 kidney stage i t1 n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 1 4 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 1 0 0 0 0 0 2.682216e-06 1.06171e-06 11.1986557 10.3878707 8.8447980 -1.6277165 9.3313848 8.1720849 12.1209290 -0.6279394 0.5986510 8.4000131 10.0991768 8.1778510 10.9980443 8.4753950 11.6586650 9.6621261 11.6586650 9.7841478 3.1269894 10.1914880 9.3371701 6.8799018 10.6508470 NA 5.7899587 -0.6279394 NA 10.0638507 9.9310062 7.6690232 3.8315429 8.3636289 9.5501496 11.1671322 11.2217078 10.5772896 9.2222940 5.9419631 5.0014645 10.3465218 6.7074972 11.3221163 4.3721094 10.3263035 10.4127394 2.8315327 11.8458130 9.7180669 10.1085092 10.6909325 8.0777397 3.6200350 10.7748289 8.9589470 8.0123519 5.4381964 2.0725517 9.7941720 8.9122352 -1.6277165 6.7899600 8.8233182 0.9570974 10.3558135 9.0897836 5.4381964 12.3706174 16.4465884 10.9759654 9.8589422 15.8266716 8.6632781 10.8697096 5.0586066 9.5026777 7.2820005 5.7814987 2.1825652 9.6111089 10.2943199 8.7296591 9.6990984 8.5668642 7.5039640 9.5876403 6.8995841 12.7793750 10.5988205 NA 11.3504602 10.8741484 7.7772487 NA 3.3263072 11.9614073 8.1419452 10.1207193 9.1093546 6.3204738 11.4101688 9.9872771 11.9466073 0.9570974 9.4000131 NA -1.6277165 10.0271907 4.8315378 8.8150508 9.5997232 10.1998469 8.3422129 8.7252541 9.2797489 11.5018780 9.2976617 10.0747128 12.0531260 1.3721163 11.5067565 11.1758348 9.7013430 7.6176599 10.2065783 -1.6277165 2.3721163 4.6388963 NA 8.7263565 13.2943199 7.4381964 12.9308866 8.1017278 8.9025135 4.2789958 7.0231589 10.9139298 11.2209257 9.9386370 11.8837722 9.4871509 9.6206278 10.3889155 5.2175991 6.6057269 -0.6279394 -1.6277165 9.2339695 13.5466819 9.8468272 9.9376854 9.7449722 7.3175510 10.7721861 7.6176599 9.7730721 11.2797490 8.6045280 5.1402920 10.4852177 10.2199476 9.5407794 11.8795302 12.2308653 10.6120040 10.3039527 8.5065337 3.4252176 11.1108328 9.0673354 11.1653041 9.9151390 8.8799018 NA 9.0760107 10.6572205 12.2276940 8.7864013 11.3002554 9.2676826 11.2089466 7.9073828 10.4192312 11.0895695 9.2797489 7.6371827 5.8878079 6.2362936 10.6330267 -0.6279394 10.1127313 9.0837742 7.9831321 12.3723713 9.6253638 9.0123522 10.9073826 10.7114005 9.6235896 10.5077652 8.7307585 10.2366804 8.7219413 0.3720606 11.4087960 7.7406139 2.5420351 7.4273900 3.5013882 10.9015377 6.8679619 9.7860101 6.9906032 5.1135755 -0.0429026 NA 10.8848477 10.1726028 11.2491996 10.9322012 8.7931201 10.0413910 6.0772558 11.5998736 10.3486714 11.5968626 9.0087320 10.0231589 12.3465218 -0.6279394 7.6895200 0.6940333 -1.6277165 10.1294972 9.0966211 8.7019035 8.7994202 9.4151346 14.5921265 14.5471304 3.0159614 10.9643306 12.5752258 10.0725469 NA 3.7644205 NA -1.6277165 8.4355023 14.4829779 9.1386361 9.1477175 11.5421888 -0.6279394 8.8518874 9.1445290 9.4435696 9.7563513 8.0811910 11.3293907 10.1762382 10.9146555 9.6211081 8.0863528 10.9025136 8.6540373 5.3574922 8.3103638 9.5839955 0.00128370 -0.00314990 0.00580770 0.41446000 -0.00097017 -0.01601700 -0.00368950 0.01223700 0.00124810 -0.02630400 -0.02630400 -0.02630400 -0.03509600 0.02146300 0.00128370 0.00128370 0.01028500 -0.51692000 -0.49517000 -0.50510000 -0.50510000 -0.01581000 0.44511000 -0.00064165 -0.00064165 -0.01601700 0.01181800 0.01181800 -0.50764000 0.00903120 0.00903120 -0.01009500 -0.01009500 0.00041593 0.00944910 0.00527490 0.00124810 -0.02630400 0.000 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.495 0.000 0.000 0.000 0.407 0.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.495 0.000 0.000 0.000 0.407 0.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.871953 12.001692 8.701904 13.631887 10.434828 NA 2.072552 9.820223 10.779109 1.694033 8.853907 7.519312 9.275989 12.271086 7.357950 8.372107 6.747147 7.947646 8.193881 9.095768 10.176238 9.824348 5.405530 8.786792 10.088181 11.337350 7.938161 2.895671 12.229797 8.564400 11.793191 3.798372 7.320475 7.069075 8.529454 11.407078 10.0240559 10.7277336 7.8150508 NA 9.9034887 9.3986306 4.9266969 11.0755783 6.6152809 10.0978995 9.4981663 6.5864270 6.6009253 10.3780826 6.7941715 13.3952551 9.7936461 10.4585752 13.5308747 12.6098871 8.2455513 8.7351468 9.9073825 7.5193123 9.4635426 8.8828714 6.3204738 4.3493865 12.9243560 8.7504022 9.9808241 5.2049975 2.6940333 10.0634145 9.8709565 13.6866551 10.2443974 12.0531260 9.3472387 8.2984031 7.2510781 8.2316422 11.3142551 15.6461486 11.8837722 12.0461891 13.2925531 11.1986557 -0.6279394 10.9199657 9.1344892 10.8017755 9.1435967 9.5407794 8.0777397 9.7830884 12.9379233 11.1265772 11.5694760 2.4595628 6.4595693 7.1986552 13.3330621 11.2629415 12.5617002 7.7052626 NA NA 11.4183786 12.4840579 11.3024565 7.6412339 11.0638507 11.1944789 13.2239538 11.6586650 10.1914880 6.9305280 11.3098489 11.1154690 5.8878079 10.5769840 14.3902204 6.7074972 7.8917436 12.8277318 9.0374432 11.8527712 11.0143846 1.8315530 13.9204776 7.0208966 6.9343502 9.4883081 10.4724411 9.2646500 10.2328062 9.3263036 9.1485401 7.7340511 12.8004674 10.3696395 10.6158762 10.1402916 10.2786221 10.0471821 11.7885089 2.6200233 10.0378872 8.1000278 12.7224055 9.3138884 9.5606960 9.7449722 9.4364390 12.7514179 4.8478416 9.0777397 5.1922849 10.6572205 10.4110262 11.4403817 12.3723713 11.0502672 9.3407741 10.2366804 10.4615577 10.9942254 7.2969199 9.6540372 9.6306732 -1.6277165 7.8334841 -0.0429026 11.2374538 11.3252324 10.1717935 5.0159614 8.8518874 8.4714549 10.1063935 TCGA-A3-3335 41 0 NA 665 kidney stage ii t2a n0 m0 19-3-2015 male 2006 665 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 2 2 3 NA 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8312103 9.7719295 8.5575832 6.2048372 12.4013838 11.0528629 11.6421168 NA 3.5288588 7.0718356 7.9933336 8.0121926 10.1414755 8.4613681 11.9410857 10.2094411 10.8522928 8.9426227 2.0673289 9.9992534 8.0284946 6.3248736 13.1918548 NA 7.7925300 -1.2546336 NA 10.4956943 9.9879846 8.0919198 2.6523029 12.8422035 9.5759211 10.0451864 10.5893270 10.2241756 8.7183856 5.6157694 13.3768104 9.6959618 6.6820437 10.4319065 5.3152619 10.9299714 11.9057501 2.4458326 10.2889212 10.1247843 9.9052773 9.8932469 8.5703646 -0.2546336 9.9089550 9.5381963 7.0807962 4.4733259 0.7453664 8.7010559 9.3066940 -0.2546336 5.6402247 9.6010532 8.4767251 10.4226851 8.0051490 3.9933302 13.0808626 13.7768487 10.1387964 9.4415042 16.4353903 8.4000422 9.9259368 4.8114967 9.7283995 7.3152619 5.7897997 2.7498989 8.7580306 10.1852368 9.0457586 9.5782959 8.6219229 8.3802169 9.1590340 6.8222215 14.6491701 10.8172034 1.0673634 10.8003494 11.5000429 8.1632587 -0.2546336 3.6522914 12.2199992 8.0985527 8.6702186 9.4826533 9.7559341 10.5810617 8.6095921 12.1585697 1.9153297 8.7746932 -0.2546336 -0.2546336 10.0133630 4.7226846 8.2089303 9.4266445 10.8827173 8.7340908 9.1237009 8.8591480 11.6726358 9.7439964 10.0819125 12.9619245 2.2048293 9.9401259 10.4173893 10.1500153 9.9265583 9.4449784 0.3303289 6.6462721 4.0673376 NA 8.8114951 13.9630608 8.6234568 11.2549336 9.6196190 9.5830339 3.1377166 6.6702186 10.2256913 10.6130708 10.1940385 12.3679635 7.9027532 10.0991042 10.9521151 4.3601184 4.2689658 3.5002922 -0.2546336 9.7376362 14.2209494 10.2816532 10.3157360 7.8669395 8.3114600 9.7262595 8.6981473 8.8606056 10.8288853 10.4209220 9.2038127 9.9021274 10.9237596 8.3095555 11.7576813 12.9501299 11.2623371 9.0075008 9.2406714 3.0016581 12.0945489 8.5185450 10.6424951 9.8054263 11.8089696 0.3303289 6.7677740 11.4007131 10.4203397 9.3678972 11.9305911 8.2191119 10.4415041 7.1334228 9.2903705 11.3820306 10.3237786 9.2037613 4.2999919 7.3190534 10.3910644 2.0673289 11.5481243 8.6981473 6.5135902 12.6380436 10.4694934 9.2130116 10.4410693 11.7283995 9.4009366 11.3948014 9.2942279 9.8688807 9.0411748 NA 10.0273360 5.9742241 10.5969325 9.8951531 3.3303720 11.2203794 4.1377248 10.5525475 6.9723963 5.2211385 NA NA 10.6428733 10.6545490 11.2983152 10.9697091 9.2282138 8.8394838 5.9782574 10.0197840 10.5889345 11.0130705 9.3247220 10.0400266 9.8114951 0.3303289 8.2452518 -1.2546336 NA 9.4018307 10.9278003 9.8341942 8.3820304 9.8328688 12.3944375 12.2734937 7.7510305 9.5160699 11.5113136 10.1291103 3.2048450 2.6523029 -1.2546336 0.3303289 7.1377238 14.0340918 9.6522965 8.0469019 10.0996554 NA 8.0650779 9.0591960 10.3313074 8.9657843 6.7111906 11.2435072 8.8421212 11.0855342 10.5441774 9.2561702 10.8111586 8.7552344 4.8121388 7.9541282 10.2797089 -0.0804590 0.0130740 0.0182900 0.5909800 0.0000000 0.0086135 0.0043021 0.0234260 0.0195030 -0.0640520 -0.0581930 -0.0581930 -0.0691240 -0.0804590 -0.0804590 -0.0200010 0.0250060 -0.6515200 -0.5958500 -0.6127800 -0.6127800 -0.0530010 0.0139110 -0.5639600 -0.5639600 -0.0055375 -0.0720070 -0.0720070 0.0043021 0.0033299 0.0033299 0.0054139 0.0054139 -0.5636600 0.0026357 -0.0340860 0.0195030 -0.0581930 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.596 0.000 0.000 0.000 0.000 0.000 -0.564 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.596 0.000 0.000 0.000 0.000 0.000 -0.564 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.9376987 10.7802049 9.6010532 13.1188149 9.2630753 -0.2546336 2.0673289 9.6930429 10.8862358 0.3303289 9.9364651 7.0261770 8.4000422 12.6971460 7.4000417 7.0261770 6.1547979 6.2922995 7.5201928 8.3247220 10.1111816 9.4562123 4.8539308 8.5398218 10.8662918 11.1247843 8.0941342 8.2923005 12.0643724 6.4527651 11.9668209 5.3747613 7.3114604 7.9376987 8.5687732 11.3930892 9.4792688 10.6103658 8.4818079 1.3303863 11.3047830 8.4213630 6.8328685 10.1122745 4.5002922 9.9542500 9.6134569 6.9885802 6.2845641 10.6638966 6.8695272 13.2224685 11.2112274 9.6203874 12.9298939 13.2874705 7.9352305 7.5908961 9.4843426 8.3076485 9.3471766 9.3955603 4.9352287 4.3892639 13.0534605 7.8772627 9.9021211 5.7111893 2.2048293 10.8849573 8.3784011 12.8758156 9.8288853 12.9619245 9.6857196 8.2806812 7.9244194 11.8145200 12.0110210 16.5918635 12.3679635 10.9700107 14.1886085 10.6455180 1.7454095 11.0810755 6.9742241 11.2407613 8.8101487 8.3095555 8.3209454 10.0127779 12.8303804 10.4305927 11.2796991 2.4458326 5.4036188 7.1674703 14.3303362 11.4925500 12.3284887 5.1029562 0.7453664 NA 10.2297254 12.6163486 10.7460046 7.2806817 10.8623996 10.779517 12.581160 10.852293 9.999253 6.352736 10.881115 12.594224 5.578296 9.716950 13.596618 6.682044 4.874689 11.913423 9.198677 11.210207 9.081912 2.067329 13.491553 7.271045 6.261106 8.369470 8.725546 8.595593 10.932139 8.163259 9.083028 5.188349 12.631102 10.675774 10.239762 10.852296 9.747518 9.748221 10.265533 1.745409 9.612685 9.830878 12.376163 8.878548 6.954859 7.866939 9.076984 12.206374 5.722685 7.900224 1.915330 11.400713 10.044041 10.996888 12.638044 11.412739 9.248238 9.868881 11.901489 10.480869 6.002795 9.737636 9.252209 1.330386 -1.254634 NA 10.451038 12.196268 8.231235 -1.254634 8.065078 8.983811 9.859799 TCGA-A3-3336 75 0 NA 1043 kidney stage i t1 nx m0 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 3 5 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.5288200 0.0000000 -0.0177160 0.8644600 0.5427000 0.3531000 -0.0489320 0.0115760 0.0107920 -0.0035125 -0.0047374 -0.0047374 0.9291100 0.0100950 0.0100950 0.5288200 -0.5725300 -0.5912000 -0.5912000 -0.5912000 -0.0203240 -0.0342720 0.2957500 -0.1650200 -0.1650200 -0.6245900 -0.0470380 -0.0470380 -0.0489320 -0.0193640 -0.0193640 -0.0811210 -0.0811210 -0.5921300 0.0167940 -0.0042043 0.0107920 -0.0035125 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.592 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.528 0.000 0.519 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 0.000 0.000 0.000 0.822 0.822 -0.165 -0.165 0.539 0.539 -0.287 0.337 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.592 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.528 0.000 0.519 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 0.000 0.000 0.000 0.822 0.822 -0.165 -0.165 0.539 0.539 -0.287 0.337 0.000 0.000 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-A3-3343 79 0 NA 945 kidney stage ii t2 n0 m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 1 1 2 NA 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4995758 9.8047383 8.1844569 7.9542969 11.6664640 4.8600242 11.7970127 NA 2.3998820 6.8088033 9.5259173 8.8099623 10.7918882 8.4483852 11.7718012 9.8617467 11.1291065 9.3561687 NA 10.1857973 8.6417743 6.8634231 12.2215192 NA 6.4587691 -1.4719288 NA 10.4836821 9.9823315 7.2929041 3.4349217 8.5195541 9.7411364 9.8656541 11.5179588 10.0437320 9.2405593 5.5167180 4.0515983 9.8157446 5.8318139 11.6427506 4.7568525 10.5789012 10.5354099 2.5280211 11.7570012 9.6573152 10.1862436 10.4163950 7.8723283 6.5336568 10.7062520 9.6404718 8.1537410 1.6979517 0.5280712 9.3898946 8.5559381 -0.4719288 7.3922187 9.1844571 1.1129670 11.0518392 8.6675835 4.1427402 11.4940185 11.9033432 10.7356567 9.1427420 16.2324560 8.3999375 11.0459476 4.9874619 9.5662653 7.6469734 2.9203505 2.5080483 10.2452802 10.3028193 8.6482702 9.6841153 7.5968107 8.2559524 8.7994953 6.7227884 13.5680222 10.8397805 NA 11.3030251 10.6257550 8.3797812 NA 0.8499993 12.1889195 8.3577548 8.7459899 9.1826682 5.7277054 10.7273978 8.8877817 11.8472146 2.3353975 8.9310442 -1.4719288 NA 9.6001647 3.4822287 8.5434472 9.6404718 10.6837992 8.5280321 8.7556481 7.8111203 12.1220500 9.6207893 10.0564863 12.0646437 NA 10.7448690 10.5117384 10.1059330 8.3593393 9.6637415 NA 1.6979517 4.2559539 NA 8.4288990 13.6802774 7.4646699 13.4750755 8.7203250 9.3110305 3.6573199 6.5392596 10.1251536 10.7824703 10.0123516 11.0889239 9.1427420 9.9709757 10.9432458 4.2004573 NA NA -0.4719288 9.0787790 14.0470234 9.6695007 11.0754088 8.8656541 7.4909279 9.9579619 7.9792434 9.7950178 9.8833833 9.1871363 5.6979573 10.4895759 10.3048764 8.7676306 11.4032056 12.3616141 10.9592686 8.8589492 8.9689015 2.1556521 11.4481990 8.8431818 10.7377902 10.1893650 9.8203539 NA 8.9935985 11.2381929 8.5133905 9.0574042 11.5051332 8.8318130 10.6466489 8.0535529 10.2576529 10.9466755 9.6061831 7.6683255 4.6573142 5.5614545 10.0667061 NA 9.9813028 8.3044654 6.6879033 12.8544617 9.9448298 9.1718883 10.7255561 9.9448298 9.6866418 10.8734929 8.8734373 9.8295284 7.8522130 0.8499993 11.2147516 5.7664361 2.5280211 7.3386036 3.2284647 10.7502234 5.5167180 10.6399895 6.3380892 4.6573142 NA NA 10.8499603 10.4442849 11.5345336 11.1404400 8.4409215 8.9615655 6.4145212 11.1680512 10.4734760 11.4392369 9.2970435 10.2551018 11.1705353 -0.4719288 8.2249996 -0.4719288 NA 10.0353314 9.0594137 8.9203496 8.2422776 9.5819581 13.3694491 13.5839501 1.8499592 9.7295436 12.3298416 9.9171257 0.8499993 3.5640977 NA 0.5280712 6.9117359 15.4182490 9.6941952 8.0437322 11.0417598 NA 8.5364609 9.1362409 9.4550693 9.5301439 7.2559529 11.2199938 10.0143645 10.3782191 9.8938078 7.0864526 10.7113574 9.0368173 5.0369341 8.1155285 9.8312422 6.5682e-01 3.7395e-05 8.7528e-03 -4.1546e-03 -1.3815e-02 -2.0784e-03 -6.5135e-03 2.0343e-02 2.1183e-02 2.5671e-02 2.5671e-02 2.3299e-02 3.2986e-02 2.8903e-02 -1.7786e-03 6.5682e-01 3.7395e-05 -7.3869e-01 -6.1422e-01 8.7528e-03 8.7528e-03 -8.0244e-03 -6.9522e-03 0.0000e+00 0.0000e+00 -1.3387e-02 6.9435e-03 6.9435e-03 1.8030e-03 4.9969e-03 4.9969e-03 -5.8455e-03 -5.8455e-03 -2.7724e-04 -2.8415e-03 1.4051e-02 2.1183e-02 2.5671e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.634 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.309393 11.857128 8.925707 14.225489 9.269499 NA 1.528021 10.026383 11.223045 1.697952 9.092182 6.373523 9.179981 13.001167 8.604848 8.297870 6.885584 8.023887 8.672691 8.306110 11.097888 9.961096 3.813432 8.489482 10.169930 10.227171 7.094086 8.330549 11.638516 8.322448 12.022121 3.051598 6.924637 7.428899 7.564206 10.542401 9.9395432 11.0080650 8.0358268 -1.4719288 10.8861339 9.4439116 4.4822287 10.5758378 3.4822287 10.1302671 9.5448404 6.1204888 7.2728658 10.6834829 6.7326030 12.9015771 9.6784142 9.8778663 12.7226352 13.0348976 7.1894540 8.6352494 9.5266227 8.6941952 9.2962165 9.2986961 6.4822287 4.0826174 12.8696205 9.1335116 9.9063271 2.4349351 0.5280712 9.8916195 8.1335116 13.6359031 10.4865850 12.0646437 10.0007230 7.8180510 6.2049760 10.9704574 10.7959893 16.4911484 11.0889239 11.7686745 13.5790712 10.5693492 0.1130337 11.4869474 9.3273139 10.9861824 8.8431818 8.7676306 8.0057907 10.3695966 12.5772001 11.0914669 11.3999374 1.8499592 5.6469719 6.7806972 14.3991960 11.5714013 12.4754865 6.6984574 NA -1.4719288 10.1265500 12.8235859 11.3855681 7.5642059 10.9644835 11.4867662 12.6048478 11.1291065 10.1857973 7.0787795 11.8076428 11.2299884 6.3609226 9.5751561 12.7432398 5.8318139 7.5914273 12.4914503 8.3289320 11.2544632 10.3143018 2.6979517 14.0219815 5.9809735 6.1204888 9.9865413 10.0792598 8.9833593 10.5403076 8.0378072 9.2135607 6.8811788 12.3175659 10.0088224 10.3434155 10.5081718 10.3585475 10.5617993 11.2783205 3.6573199 9.8645387 6.6828500 12.8316332 8.7079413 9.3929920 8.8656541 9.3709875 12.5059382 6.3093927 8.9041577 3.1130003 11.2381929 10.5981531 10.5829756 12.8544617 11.3654631 8.9458848 9.8295284 10.4491293 11.0441311 6.6365565 9.7380946 9.8927140 0.5280712 7.4999495 -0.4719288 11.2854222 12.5091588 9.2970435 1.5280211 8.5364609 8.0298692 10.3167506 TCGA-A3-3346 68 1 137 NA kidney stage i t1b nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 2 2 3 NA 2 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4955513 10.0683653 7.3240860 0.8163130 11.5454870 7.7701967 10.0128934 -1.1837689 4.0335199 2.5167212 8.7646583 9.0269624 10.7635629 9.0865866 12.4384574 7.4992854 10.1555844 6.1913297 0.4013028 10.1034264 7.2716180 5.6236474 15.3540404 -0.1837689 7.6835701 -1.1837689 NA 9.8028443 9.2330888 7.3398536 1.1382247 9.2757227 10.0999583 9.9442856 11.0639220 9.5158636 8.3240860 8.8552102 6.9352322 9.4718219 8.9887188 10.8452332 5.1738430 10.5467613 10.5454870 5.2256837 11.5437862 9.7885531 10.6824110 10.2581978 7.4637500 8.0642189 9.9562198 9.5089068 7.9837096 1.4012482 2.5167212 10.2107539 7.3398536 -0.1837689 7.1337043 10.0935785 6.7291802 10.5480345 11.7648409 0.4013028 10.7736762 11.3051355 10.5361078 10.1109119 17.1261494 7.3974915 10.0929972 4.9455749 9.8957760 7.5132586 5.6491814 2.7917307 6.2675021 8.7156480 8.9455743 10.1798784 9.3813933 8.7602712 9.4383430 6.6742728 14.6912245 11.6924244 1.4012482 11.8318804 10.1402128 9.6420450 0.4013028 8.4031309 10.9319851 7.9221996 9.6444277 10.3732762 10.8476478 11.3488906 9.1314408 11.2330043 1.6236328 8.7544005 4.2086109 NA 9.0783859 4.1382165 9.7477674 10.3319910 9.6316745 8.5373904 10.5807481 8.8620509 11.8015853 9.6951084 10.9123474 12.5575475 0.4013028 10.5380398 10.1342690 9.2746978 8.2940495 10.1286070 NA 4.9248173 0.4013028 2.5167212 7.0499106 13.9810803 3.4601528 7.2879663 10.0342489 9.9083877 3.4601528 6.2592348 11.3948997 9.5001631 10.3727973 11.2216773 7.5476102 10.4745027 11.1894282 0.8163130 6.4601479 7.4887166 1.1382247 9.0306103 14.5640646 8.8148817 10.6131420 7.8931067 6.8386594 9.4447366 8.4655472 8.9490221 10.1005370 9.1370918 6.6428402 9.7064794 9.2193031 7.4816267 10.6989342 14.5085525 12.7256218 8.2980905 10.0959017 1.9830209 12.0783860 9.0736791 9.4529158 10.2256821 10.5923129 -1.1837689 6.7470288 9.3908848 3.8185438 7.6795174 11.2293902 7.6364702 10.1583658 9.2341437 9.6491813 13.2386845 10.6204222 8.8930934 6.1561417 8.1782351 9.9774230 -1.1837689 12.2480499 8.5828202 6.5976504 12.9144055 10.3290316 8.1869784 10.5102137 9.7336633 8.2980905 10.6520455 9.1200720 9.5322532 9.0085841 1.6236328 10.4115487 3.2086109 2.1382247 7.6523416 4.5167338 10.7730303 0.8163130 10.7761989 7.0139501 5.6866546 -1.1837689 1.1382247 10.9290565 10.6240486 11.0014763 11.8867476 11.0493116 7.9169537 5.4750752 8.8372712 10.8078130 10.5774268 7.9609495 9.8134707 9.8722515 1.9862289 9.5484586 NA -1.1837689 9.7035119 9.6316745 10.0783861 9.1913307 9.4610488 9.9837093 9.1086128 6.5711792 10.0588699 12.3316214 7.9583984 -0.1837689 2.4012482 -0.1837689 NA 6.5976504 13.6826525 10.4992857 7.1200720 10.0941598 0.8163130 6.6171912 9.2854649 10.8736061 9.1074619 7.4922482 10.5753471 8.6396583 10.8313577 10.2224377 6.7231817 10.4073460 10.2177040 4.6308423 8.8916634 11.1280395 0.0261510 0.0093679 -0.1038900 0.0220820 0.0164840 0.0223630 -0.4946100 -0.0791540 -0.0282410 0.2711800 -0.3444100 -0.3444100 -0.3444100 0.0081148 0.0244660 0.0184410 -0.0148590 -0.4937700 -0.4733800 -0.4733800 -0.4781200 -0.3478900 0.0220820 -0.4895900 -0.4895900 -0.3716500 -0.4807700 -0.4874400 -0.4946100 -0.3493600 -0.3493600 -0.5121800 -0.4839200 -0.4968000 0.0218020 -0.4786600 -0.0282410 0.2711800 -0.495 -0.495 0.000 -0.274 0.000 0.000 -0.484 -0.497 0.000 0.000 0.000 -0.494 -0.494 -0.479 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.473 -0.109 0.000 -0.345 0.000 0.000 -0.490 -0.490 0.000 0.000 -0.363 0.000 -0.487 -0.487 -0.344 -0.344 -0.495 -0.495 0.000 -0.274 0.000 0.000 -0.484 -0.497 0.000 0.000 0.000 -0.494 -0.494 -0.479 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.473 -0.109 0.000 -0.345 0.000 0.000 -0.490 -0.490 0.000 0.000 -0.363 0.000 -0.487 -0.487 -0.344 -0.344 4.6989352 11.1572540 8.4709273 10.6539192 9.1280394 3.4012482 3.9037517 10.0011665 10.7268627 3.9862198 9.5753471 2.8162925 8.2193031 13.5696124 7.1382196 8.5927242 6.2757223 5.6236474 9.6460139 7.4383428 8.3319909 11.0624379 7.6074539 8.3727972 9.5937108 10.3641497 6.7878347 0.4013028 11.7503506 7.5877805 12.0330264 5.7820756 7.4273162 7.8931067 8.2362515 11.0184150 9.207535 10.098221 9.602561 NA 11.563855 8.898440 7.919579 10.135399 5.516731 10.910369 10.116644 8.008584 5.101692 10.123492 7.234144 12.415623 11.126052 9.429160 12.841777 13.000547 6.799284 8.592724 9.544212 10.797145 9.876987 11.668431 5.871573 4.242557 13.542403 5.747027 5.431001 8.380441 3.138225 12.125483 7.015964 12.282750 9.486062 12.557547 8.443825 6.557758 9.233595 11.140472 11.332976 16.352022 11.221677 11.192688 13.214233 10.434677 7.749982 12.306766 5.416205 11.549095 8.973638 7.481627 8.421771 11.396785 12.193502 10.518897 11.171086 5.259235 7.927427 7.838659 14.749910 11.272389 12.373875 5.083077 6.242557 -1.183769 12.196888 13.114569 10.682716 7.221432 9.942350 11.8959426 10.8081673 10.1555844 10.1034264 6.7111094 7.9300336 12.2369094 3.8606848 8.5115194 14.2046102 8.9887188 1.1382247 11.8920879 8.3689604 10.3751902 8.8176994 -0.1837689 12.4339882 8.7470580 7.5910780 7.8268472 8.1223528 9.0993796 9.6602122 6.1561417 8.5004611 8.2716185 12.6810577 10.0860023 8.4438250 11.4644240 10.0171898 8.8469583 10.6621732 2.9862107 10.7755687 7.7762929 11.8813976 7.8078128 7.0402930 7.8931067 9.0655588 11.2338800 3.7231872 6.2341430 3.1382247 9.3908848 10.9293822 10.2905041 12.9144055 10.8864121 7.7411036 9.5322532 12.0033339 9.8759669 6.5027920 10.2357248 10.6074540 2.5167212 NA 5.4745042 11.1260518 11.7930110 8.2278022 5.2920234 6.6171912 8.5115194 9.3747120 TCGA-A3-3347 76 1 1610 1610 kidney stage iii t1b n1 m0 19-3-2015 female 2005 1097 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 2 2 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.0124206 9.1022083 8.5576035 8.0942282 2.6996183 10.3706327 9.3299501 4.9012579 7.0827505 9.9149128 4.7469308 10.5592607 9.6460413 6.1146606 12.0265971 10.1839754 11.1658689 9.9303635 14.4687715 8.8439408 9.8309650 5.0406601 10.0694378 7.4293565 9.5189499 3.4876150 9.5052588 9.4129517 8.6875496 9.5855222 9.5708090 7.7613983 9.9090758 7.0167336 12.7611286 11.3537811 NA 11.4955538 11.6071060 8.9220149 -1.2072279 9.9689049 9.5609161 8.1764360 10.6117133 8.8178714 9.1623291 11.7190278 9.9200814 10.3725946 2.4931605 8.9960800 2.9626601 0.3777346 10.1359175 5.3162942 8.4651570 9.7389071 10.2216154 8.5172458 10.3663790 9.4713320 12.0887963 9.3530648 9.8206379 12.9761346 3.9626601 11.6854966 11.2577880 9.5968629 9.1469813 10.0947995 NA 1.1146335 3.6996183 -0.2072279 6.5806339 13.5773156 9.2084736 8.3104010 8.5724513 9.2189966 5.4651582 6.2603381 11.0818862 11.2390398 9.6024999 11.3405975 10.2392983 9.4092806 10.6580785 5.3473219 4.4651582 3.4931734 -0.2072279 10.6973665 14.0583835 8.5740917 8.4092806 9.8418997 7.6476002 10.4957702 7.8289057 9.0332369 7.4757261 7.7440164 7.1236486 9.8887947 9.6905772 9.2408481 11.5783886 12.4601761 12.1024924 10.6362604 8.2980672 2.3112706 10.9168532 9.0781340 9.5392461 10.0624430 8.7425584 1.1146335 8.6240391 11.2598279 7.0448771 7.7230554 11.3326176 8.3739322 11.1772458 6.4437840 9.8861494 12.4276563 10.3172735 8.8154326 5.8801957 8.3338285 10.4792324 -1.2072279 10.0323304 9.0251529 7.8316505 11.9277998 10.1191614 8.5035384 10.8029103 10.2147965 8.8894471 10.5895137 8.8561270 10.5976695 8.3945026 4.3776929 11.4605087 7.2105847 4.7364209 8.6829960 4.8150989 10.5282879 4.3776929 10.8676760 7.0118031 6.3926454 NA 0.3777346 11.2364524 9.6898210 11.3352801 11.3499562 8.9601500 9.2964980 5.6379695 10.6487682 10.4234540 11.0775559 9.2501127 9.6958606 11.6200745 1.1146335 9.2805717 0.7927721 -1.2072279 10.1693999 8.4966353 8.8302788 8.7657118 9.3530648 12.9512626 13.3119995 1.1146335 10.1601466 11.8422401 10.2372291 1.1146335 5.4651582 0.3777346 1.1146335 8.4686888 14.6074895 9.8371260 8.9701513 12.3798061 -1.2072279 9.3064593 9.5350835 9.3805093 9.4482625 8.3123679 11.2250127 9.8901056 10.6358677 10.1323369 8.7454730 10.6696325 9.1359175 5.6419795 8.2767088 10.4193535 0.0988510 0.0037465 -0.1259000 0.2249900 0.3193200 -0.0074720 -0.0092666 0.0273570 0.0076835 -0.0190400 -0.0224990 -0.0224990 -0.0224990 -0.1573700 0.0988510 0.0988510 0.0037465 -0.3027500 -0.1259000 -0.1259000 -0.1259000 0.0000000 0.2331800 -0.1990000 -0.1990000 -0.0580340 -0.2900000 -0.2900000 -0.0092666 0.0114000 0.0114000 -0.3061600 -0.3061600 -0.3026000 0.0242680 -0.2929600 0.0076835 -0.0190400 0.000 0.000 0.000 0.000 0.298 0.298 -0.306 -0.303 0.000 0.000 0.000 0.000 0.000 -0.297 -0.297 0.000 0.000 0.000 0.000 0.000 0.225 0.000 -0.261 0.000 0.000 -0.126 -0.126 0.000 0.000 0.218 0.218 -0.199 -0.199 0.319 0.319 0.000 0.000 -0.290 -0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.298 0.298 -0.306 -0.303 0.000 0.000 0.000 0.000 0.000 -0.297 -0.297 0.000 0.000 0.000 0.000 0.000 0.225 0.000 -0.261 0.000 0.000 -0.126 -0.126 0.000 0.000 0.218 0.218 -0.199 -0.199 0.319 0.319 0.000 0.000 -0.290 -0.290 0.000 0.000 9.009478 11.549913 9.201062 11.208474 10.273522 7.772871 4.465158 9.584709 10.294569 4.347318 8.955123 2.600079 8.966409 13.049457 8.043030 9.441089 6.031137 8.418441 10.491002 8.329950 11.130354 10.705621 6.210584 8.601696 9.864864 10.259318 7.880195 6.826154 12.604107 8.781416 11.692800 3.746925 7.239815 7.316294 8.754182 11.017939 10.7838993 10.6534309 7.9651592 1.6000794 10.8098882 8.7771504 5.4509440 11.1976073 6.8039593 10.3162938 9.9844079 7.0359054 6.2845845 10.0382846 8.4983642 13.4337110 10.0919399 10.1666844 13.3333442 12.4005245 8.3720480 10.1397995 10.2490862 9.2895855 9.7884989 9.5345358 6.8261544 8.5442759 12.9093195 7.8641942 7.8150995 5.7234685 0.7927721 11.5964594 9.7330455 13.3340705 10.2063597 12.9761346 9.4678067 7.8011606 8.4566990 10.9145890 10.6545941 15.8666223 11.3405975 12.5885686 12.6714533 11.4318464 1.3776791 10.9682814 9.8748809 11.8874693 9.3034961 9.2408481 8.2885870 10.3463611 12.4784662 11.8446205 11.5225628 3.3776929 7.1502835 6.6753742 13.6031543 10.8189094 12.6417459 7.7927317 0.3777346 NA 11.5486626 12.7973912 11.5565563 7.3280070 10.8718832 11.1549497 12.7192132 11.2231844 10.2542112 7.7145725 9.9437483 12.8847456 6.1764365 10.4651572 12.4615060 6.9973026 6.6996224 12.6556413 9.0070508 11.7748341 10.9015829 1.6000794 12.6210667 8.0078038 7.6905770 7.9723423 10.1236487 9.0034032 9.9064740 7.0359054 9.1877304 8.1957438 11.2868374 9.5895826 9.6715490 10.3986742 10.1775156 10.0512979 10.6534309 4.0406558 10.4270891 8.1236486 12.6160463 9.2825797 6.8588215 9.8418997 9.8034208 12.6812848 7.7527339 8.1699425 6.5000914 11.2598279 10.8357591 11.0061399 11.9277998 10.5223526 9.5240509 10.5976695 10.9223369 10.4308192 8.2501127 9.6113140 10.0993632 1.6000794 -0.2072279 NA 10.6374376 11.1371054 9.3870564 3.1146669 9.3064593 7.4074420 10.0197460 TCGA-A3-3349 34 0 NA 1385 kidney stage i t1b n0 m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 1 1 2 NA 3 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 9.363527e-07 2.080784e-07 10.1841692 9.9043837 7.9611076 -0.3056101 9.4433526 9.6835526 11.4205394 -0.3056101 0.5857317 6.3236781 11.2380781 8.4016804 11.1383008 8.3034999 12.0950673 9.3982249 10.6272741 8.4475379 6.8841461 10.6357357 9.4976451 9.2717501 12.0674583 NA 6.3016517 0.2792930 -0.3056101 10.5164937 9.9267422 7.9110672 4.3667488 8.2811608 9.6302229 9.8067608 11.2142032 10.5208698 9.2402511 5.9981030 7.1901763 9.9171162 5.3667453 10.4887371 6.7550171 10.2217983 10.5650712 4.5523033 12.0434642 9.5929227 10.3676303 10.2665478 7.7630995 6.2942348 10.5917886 8.8519967 8.3273164 9.9843401 NA 9.9791453 8.9013355 1.8642555 6.3453733 9.2011246 4.4222397 10.5834449 11.0411119 8.3843193 10.0396211 11.4355776 10.8367475 10.9605221 15.6096288 9.0747824 9.5232510 4.8028446 10.0850276 7.6131846 8.2622772 2.9422517 8.8491392 9.9416554 8.8106651 9.7111295 8.3525326 8.1351906 8.9231400 7.1289491 12.9739318 10.5272113 NA 11.7438295 10.3621734 7.2100216 NA 6.7055481 11.3777545 8.6191338 9.9889420 7.3947611 7.6426886 11.4846698 9.8673737 10.4686553 4.6715991 9.0812616 -1.3057884 NA 9.9068177 6.5951874 8.8804354 9.2867784 10.3480621 8.6644270 8.9446195 9.7332403 11.4612187 10.1226814 10.0952006 11.9707365 2.3947611 10.9883819 10.5374572 9.9622783 7.4119973 10.1578456 NA 2.2792930 1.8642555 -1.3057884 8.0518734 13.6175094 7.4085667 12.1297311 8.5382425 9.5168921 4.5523033 6.7111301 10.1158601 10.7731392 9.6787397 11.2112844 9.9056012 8.0026603 10.6105739 6.7111301 5.7166892 0.2792930 -0.3056101 9.4625055 13.7856740 9.1465626 10.2655999 9.8754735 7.3773155 10.2436246 7.9374951 10.3270620 9.0736998 9.3755597 6.5951874 10.1849967 9.5468507 8.8541927 11.3511930 12.4238358 11.0543453 9.4188351 8.8841458 3.5052812 11.1796475 9.0973332 9.7844336 9.4575336 10.7125214 -0.3056101 9.0769452 10.8850719 10.6174407 8.2180987 11.5421616 8.8952199 10.7711368 8.5936783 10.5105050 11.4064183 9.3587685 8.5185957 5.5891403 7.8516685 10.1896767 NA 9.5868640 9.1690411 7.3525326 12.8357898 9.2247277 8.4137100 11.5190812 9.8717408 9.7387153 10.8060992 8.7844336 10.4098543 6.7817846 4.7387138 12.0797793 8.9422488 4.9611093 6.8080632 4.6715991 10.6161622 6.3236781 10.6666944 5.8578193 5.1537527 NA 0.6943008 11.0750529 10.5612138 11.1801505 11.5851555 8.0844901 8.9945251 6.3848787 11.9128845 10.5378498 11.3724812 9.0780256 9.8548230 11.6744608 NA 8.1455323 NA 0.2792930 10.1362279 8.5677652 8.7989198 8.1351906 9.4383141 12.9166634 14.9246795 3.1537567 11.7558612 12.7079056 10.4051277 -1.3057884 5.2792856 1.0162824 -0.3056101 6.8287471 14.6115068 9.5024810 7.9469870 12.2967882 NA 9.0791050 8.8651100 9.4085669 9.6353688 8.2527421 11.0094708 9.5168921 10.5216639 10.1654782 9.4575336 11.4610572 9.0274767 5.5155201 8.2641770 9.9315312 0.00402430 0.00652620 0.00360760 -0.00069303 -0.01211200 0.00000000 -0.00719580 0.01335300 -0.00220510 -0.01931400 -0.01931400 -0.01931400 -0.01931400 0.00346870 0.00402430 0.00402430 0.00652620 -0.43602000 -0.42134000 0.00360760 0.00360760 -0.00456950 -0.00415460 0.00332990 0.00332990 -0.00595660 -0.00020335 -0.00020335 -0.00304750 0.00555290 0.00555290 -0.00401620 -0.00401620 -0.43667000 0.01433000 0.01433000 -0.00220510 -0.01931400 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.993529 11.943731 9.392158 11.449000 9.493603 NA 0.279293 9.941655 11.257041 2.694323 8.595188 6.128949 9.337276 11.582113 7.090926 8.135191 6.642689 8.544508 8.188177 8.425640 10.578492 9.855453 -1.305788 8.738715 9.897057 10.406848 7.871741 3.449205 11.600272 8.029712 12.158340 3.823607 6.874230 7.194167 5.366745 10.572372 10.191175 10.736323 7.939874 0.279293 10.051873 9.179144 6.449208 10.770469 4.903776 10.136746 9.149649 6.884146 7.475681 9.944620 7.639765 13.136228 9.996960 10.216412 13.248550 13.065690 6.760410 9.473220 10.292374 6.671601 9.372921 9.240251 5.217882 7.082339 13.266962 9.757042 9.807412 5.727744 3.217882 10.222287 8.038617 12.591883 10.030828 11.970736 9.769132 7.465810 6.526199 8.963448 10.538242 16.223309 11.211284 11.698190 12.929288 10.742808 2.694323 10.941655 10.857971 9.887847 9.154777 8.854193 7.846606 10.085565 12.800639 10.341330 11.644144 5.716689 5.988941 6.787078 13.920582 10.988080 12.580399 7.749604 NA NA 10.119537 12.578396 11.412171 7.564686 11.040558 11.381478 12.873997 10.627274 10.635736 6.060644 11.124512 9.486298 7.217883 10.364092 14.353390 5.366745 8.493603 13.650412 8.620617 11.394978 9.874852 2.153740 13.573282 6.110317 6.153753 9.070913 11.019064 9.414566 9.783110 8.506338 9.142117 6.654324 12.730151 9.667301 10.220331 10.526420 9.953476 10.121634 11.200133 2.781779 10.028595 6.060644 13.065876 8.885380 8.194167 9.875474 9.457567 12.692735 4.309031 8.931531 6.765784 10.885072 10.657217 10.849139 12.835790 10.930036 9.428184 10.409854 11.124251 10.860629 6.462506 9.749604 10.106362 1.694301 5.564686 NA 10.276463 11.394676 8.869247 5.422243 9.079105 7.951709 10.009471 TCGA-A3-3351 42 0 NA 910 kidney stage ii t2a n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 50.57.0 1 1 2 NA 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.0001612 9.8637395 9.8146703 -1.2283679 11.9470367 7.8814737 11.6743950 NA 2.0496308 6.8323394 9.9289900 9.3204650 11.0839588 8.2912794 11.8245507 8.8323391 11.9461007 8.0958237 4.4440707 10.3794357 9.7374274 8.2125124 12.5807600 NA 5.9009272 -1.2283679 -1.2283679 10.4668714 10.1042391 7.9390614 4.4155018 9.1137177 9.4995635 10.4114360 12.0600766 10.4200006 9.0799820 6.0845257 9.1650336 10.4858886 5.0384274 12.3451719 2.0935602 9.8584428 10.5993827 2.8591148 12.3597720 9.5854242 10.4802959 10.5177374 8.4316388 3.4720848 10.1962502 9.1618121 8.2351675 6.7082811 0.7716321 9.9403152 8.9798773 0.7716321 6.9060692 8.8524605 1.5789870 11.0884902 10.4824495 4.2310714 11.9548938 12.0316805 10.8447804 9.9657843 15.4173578 8.3789732 10.0725676 5.5265321 9.7410296 7.6202660 6.3936942 3.0316775 9.3386484 9.8187466 8.6679755 9.8050660 8.3879712 7.7374272 9.3575445 7.2228538 13.2005920 10.6683539 NA 11.5321551 10.7882668 7.7716433 NA 2.7716532 11.5595456 8.4244880 10.3631654 9.1170482 7.3603573 11.1225822 9.4262790 10.8622054 4.1291923 9.2290240 -1.2283679 -1.2283679 9.5902253 5.0195685 8.1810340 9.2135497 10.1725225 8.5902251 9.5021132 9.1916031 11.9434125 9.7388693 9.9041428 12.6553364 3.4720848 11.6998727 11.4664362 9.7772676 8.1873847 10.1628866 -0.2283679 2.0935602 3.2952087 NA 9.2912794 12.9043837 8.9859623 10.6377628 8.2433182 9.0811194 5.1979086 7.0524137 10.5773869 11.4168511 9.8663806 11.3783073 10.0685593 8.1703868 10.5701149 6.1466817 6.4927425 1.3565946 NA 10.0401850 13.8805758 9.1968590 11.3170902 9.9521738 8.0124346 10.7474910 7.6755252 9.3999792 8.8723055 8.7431867 6.1894965 10.7360814 8.9277261 9.4528814 11.4768434 11.7242023 10.7635191 10.0442728 8.3030245 2.4440574 10.6657029 9.0016635 10.6619073 9.9390612 9.0969486 NA 9.2010499 11.1553473 10.1981751 7.3837371 11.1313926 8.8840826 11.4815884 8.5676827 9.8174028 11.3884216 9.0396001 7.7507827 5.7258393 6.9315141 10.5910238 0.7716321 9.3528437 8.5012640 7.8879870 12.5962041 10.0466035 8.0219416 10.8481246 10.0765647 8.9737668 10.7449816 8.5966016 10.6516091 8.7772675 0.7716321 11.5938155 7.3641005 2.6454480 6.7603274 4.6542866 10.2976532 6.2634964 10.7232629 6.9052991 6.5131101 -1.2283679 NA 11.0263765 10.0765647 11.3322147 12.0741392 8.8187669 10.5804866 6.1914343 11.4480409 10.3766595 11.6873357 8.8564514 9.9896007 12.6671237 -0.2283679 7.7170869 1.5789870 NA 10.3509590 8.8551223 8.5248598 8.4334210 9.5021132 13.1089862 13.2465531 -0.2283679 11.1542671 13.5560734 10.1126058 2.8591148 3.4155018 0.7716321 -1.2283679 8.4961567 14.8314311 10.1258924 9.3752693 11.2947149 -1.2283679 8.7316449 9.1068100 8.6949704 10.0605091 7.9034999 11.1981699 9.9914165 10.7163551 10.5531789 7.7053338 11.4291848 8.8174026 5.8234513 8.5888986 9.6280685 0.0040965 0.0000000 -0.0015243 0.4657000 -0.0049844 -0.0062286 0.0045800 0.0192230 0.0175450 -0.0373860 0.0057410 -0.0369300 -0.0456350 0.0109820 0.0109820 0.0040965 0.0000000 -0.5038900 -0.4953800 -0.4953800 -0.0125760 -0.0019399 -0.0320800 -0.0011087 -0.0011087 -0.0062286 0.0041657 0.0055529 0.0045800 0.0052749 0.0052749 -0.0048461 -0.0048461 -0.4974600 0.0069435 0.0086135 0.0175450 -0.0373860 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.483 0.000 0.000 0.000 0.000 0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.483 0.000 0.000 0.000 0.000 0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.482450 11.672510 8.734539 11.916938 10.313224 NA 4.231071 9.847122 10.697464 1.578987 8.604533 3.771643 9.006460 12.469154 8.373414 9.163961 6.120371 7.853792 9.005263 8.957757 11.654859 10.268497 8.059355 8.135778 9.782115 11.091597 7.151022 1.578987 12.098915 8.728745 11.703433 4.263493 6.821492 7.218726 8.694970 10.739230 10.2104349 10.7435458 7.6875227 -1.2283679 10.5315312 8.8336893 6.1810349 11.3293461 5.4581425 9.8736187 9.6366029 6.5530026 6.4858889 10.0697057 6.1979086 13.0336645 9.6342803 10.2824073 13.2249137 12.8507111 8.4995637 9.7352617 9.6473924 8.2574722 9.3156414 9.1036796 6.8537923 5.0004598 12.9748381 9.2804281 10.5826163 4.9415665 2.0935602 9.7243842 9.7272929 13.6077921 10.6702444 12.6553364 9.8377323 8.4738157 7.9153070 11.2428102 10.2156225 15.9317311 11.3783073 12.4499131 13.5340251 11.5437514 2.2310637 11.3605919 11.0870757 11.3300638 9.4493627 9.4528814 8.0195707 9.9446955 12.8594374 11.9209139 11.5223479 3.7258393 6.1810349 7.0290310 13.5117616 10.8279420 13.0060863 6.4082669 -0.2283679 NA 11.1033997 12.5108963 11.9412424 7.5886269 10.8282807 11.075138 12.954580 11.946101 10.379436 8.061662 11.987631 11.874111 6.696456 10.469045 13.771545 5.038427 7.578998 12.838285 8.628069 11.920914 10.579803 3.295209 13.911954 7.737485 7.436979 9.828802 10.325272 9.046603 9.663427 7.559545 9.284383 7.607694 12.283149 10.570925 10.699051 10.165033 9.981096 10.370161 11.850127 4.231071 10.305946 3.725839 13.301258 9.044273 8.669489 9.952174 9.690007 12.827519 5.019568 8.714158 3.093577 11.155347 10.445394 11.170120 12.596204 10.402365 10.167177 10.651609 10.474681 10.945092 7.791234 9.667218 9.880168 1.356595 2.028640 3.629625 11.360123 12.173682 9.534855 3.295209 8.731645 7.911194 10.216658 TCGA-A3-3352 NA 1 561 NA kidney stage iii t3a n0 m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 1 1 3 NA 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7875877 9.8488318 7.8128082 -0.3836423 9.2722397 6.6974597 12.4973974 -0.9686048 0.6379348 8.4587613 9.8111677 8.6842935 11.0307438 8.7188240 11.8572022 8.5908254 11.5510847 9.0806164 -0.9686048 10.0440729 8.0258018 6.6164106 9.8234252 NA 5.2698523 NA NA 10.2237412 10.0894402 7.2770009 2.3533798 8.5342803 9.6976724 10.3093170 11.1429101 10.3637647 9.4608552 5.8452291 6.3443314 10.2234329 6.2457675 11.4639903 7.3911980 10.5922588 9.9413415 2.7863454 10.9139004 9.8583940 10.0961912 10.5432010 8.4754278 4.9856461 11.0595081 9.1471423 7.8500305 2.2793821 1.3533798 9.4275180 8.7542559 -0.3836423 6.8956347 9.4538601 1.4908781 10.9640323 10.4102851 4.7179505 11.8756157 11.1064261 10.3851466 10.0513865 15.9427702 8.6498339 10.1668371 5.1189120 9.3812825 7.6050957 6.2888366 3.1078385 9.3701848 10.3694243 8.7292846 9.5706071 8.1633055 8.1709996 9.3757443 7.0115884 13.6907196 10.8720296 -0.9686048 11.6547584 11.0780660 7.1055901 NA 3.3168553 12.1174187 8.0356690 9.3746342 8.4826595 7.4535135 10.8406136 9.1950980 13.1806898 2.0314658 9.2536395 NA -1.9686048 9.7082869 6.0426750 8.5233016 9.2007471 10.9699254 8.6285698 8.4650337 8.1529819 11.8996141 9.2758123 9.8753694 12.7842472 1.2013829 10.8333548 10.6909984 10.2469814 8.4119096 9.9983143 -0.3836423 2.7863454 3.5860321 -0.9686048 8.4524612 13.9919029 10.0978740 11.5199162 8.9224726 9.3511206 4.0087289 7.4129915 10.9368354 10.8804625 9.6308963 11.6734606 9.1235449 8.9614465 10.9900011 3.3533798 4.7456945 4.3890023 -0.9686048 8.8548157 14.1840105 9.9903635 10.4831747 9.1432363 7.4556149 10.5889121 8.5041393 9.7411225 13.9458335 10.1360472 7.9592265 10.2900969 10.4959942 9.0860526 11.3863864 11.7938304 10.9186690 8.4702403 8.9547983 3.2444000 11.8532224 8.8886519 10.3909234 10.1393193 8.8484320 -1.9686048 8.5021074 10.8113729 11.5522279 9.0225379 11.7181677 9.2596658 11.0089072 4.6461569 10.4381849 11.7467669 9.3801766 7.8042246 6.5898698 6.2935434 10.5469019 NA 10.8177181 8.6313612 7.1294809 13.0576260 9.7060821 7.9621858 10.5713342 10.2418154 9.5998796 10.6578259 8.9547759 10.6443169 8.6350749 0.3533233 11.4902395 6.4577125 2.8894346 6.3845956 3.4237664 10.5972645 6.8706520 10.3319898 6.3542335 6.6716939 -1.9686048 -1.9686048 10.7221012 10.4939507 11.5865168 11.5818344 8.7231920 9.5618548 6.5805013 11.1868991 10.6773320 11.6292682 8.7720724 10.4795647 11.8928261 -0.3836423 8.0552027 -1.9686048 0.3533233 9.9213326 10.3840437 9.2935431 8.6032009 8.8078813 13.6644436 14.0539246 0.0313952 10.3277911 12.8675481 10.1169208 -1.9686048 3.8894249 -1.9686048 -0.9686048 7.0342630 14.7170322 9.4754278 8.3156939 11.3632051 -0.9686048 8.5879545 9.3228608 9.7056407 9.6874263 7.5802706 11.0907928 10.0486048 11.4510136 10.2315102 7.7266766 10.5150123 8.4795649 4.4677425 7.7792551 9.8925352 0.00852850 0.01075700 0.01829800 0.57048000 0.00000000 0.00491210 -0.30625000 -0.02556600 -0.00022324 -0.06452400 -0.05247900 -0.09040900 -0.07636000 0.00852850 0.00852850 0.00852850 0.01075700 -0.59989000 -0.59989000 -0.59989000 -0.56491000 -0.29090000 0.01424500 -0.29461000 -0.29007000 -0.00589830 -0.29050000 -0.29050000 -0.29483000 -0.00036184 -0.00036184 -0.00202440 -0.00202440 0.00366170 0.00811090 0.01260700 -0.00022324 -0.06452400 -0.295 -0.295 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.600 0.000 -0.291 -0.291 0.000 0.549 -0.295 -0.295 0.000 0.000 0.000 0.000 -0.290 -0.290 0.000 0.000 -0.295 -0.295 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.600 0.000 -0.291 -0.291 0.000 0.549 -0.295 -0.295 0.000 0.000 0.000 0.000 -0.290 -0.290 0.000 0.000 6.686084 12.013016 8.403225 14.376386 9.906046 NA 3.389002 9.871046 10.945460 1.616405 7.605096 7.305244 9.475946 12.477692 7.470240 7.935330 7.078572 7.070368 8.433394 8.572545 9.753829 10.090455 3.731889 8.320315 10.296477 10.699669 7.991450 7.680705 11.360264 8.221273 11.986345 3.031448 6.503123 7.399955 9.356754 11.160892 9.7362167 10.5960743 8.1516863 NA 10.6813782 9.0765254 4.9262652 10.6621706 5.0314481 9.9993950 9.9950670 6.7179492 7.2602675 10.4317942 7.4888291 13.3601934 10.4285882 10.0918065 13.2489139 13.4990221 7.3488609 8.7491249 9.4026806 7.7126866 9.2262053 9.4707599 5.8193514 3.5550063 12.7645167 9.2590644 10.4600702 4.3168481 2.5550063 10.5010902 8.4847190 12.4528558 10.4453407 12.7842472 9.9311829 8.0058631 8.3069562 6.8831980 11.4257771 16.0116493 11.6734606 11.4768513 14.3084633 11.0347906 0.3533233 11.4077095 9.1175847 11.1069275 9.0744757 9.0860526 8.3556290 9.8917594 13.1157170 10.8765463 11.6762038 0.0313952 5.8193514 8.3856976 14.4788565 11.2453120 12.6967288 9.1957268 -0.9686048 NA 11.2389203 12.7169637 11.4748168 7.8611713 10.7133456 11.240445 12.814754 11.551085 10.044073 7.269853 11.695007 11.118248 6.551085 9.949193 14.540568 6.245768 7.312220 12.931917 9.745694 11.748161 10.455090 2.675297 13.883880 7.138221 6.428054 10.277156 10.414343 9.032153 11.668753 9.588797 9.463301 7.139973 12.276035 9.790921 10.534529 10.436058 10.625073 9.969925 11.556969 2.555006 10.071396 10.390923 12.622697 8.930050 7.947328 9.143236 9.393957 12.569455 4.240902 8.731021 4.675302 10.811373 10.375950 11.218027 13.057626 11.514634 9.613120 10.644317 10.381835 11.145257 6.889430 9.690998 9.268061 2.938342 3.457712 -1.968605 10.524053 12.466436 9.761919 2.938342 8.587954 8.645238 10.249709 TCGA-A3-3357 62 0 NA 2688 kidney stage ii t2 n0 m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323542e-06 8.669932e-07 10.885104991 10.200706764 8.489283614 7.220611462 13.036987149 8.680325060 12.307220195 NA 1.020555538 8.601356302 8.596389930 6.683266950 10.700437377 8.254108824 12.088906273 9.499960262 10.868207157 8.326374205 4.347219174 8.968189271 8.775132211 6.738408469 12.146632600 NA 7.060337104 NA NA 9.958545466 10.023348790 7.350171897 3.738411171 9.126426230 9.375758427 9.888156160 11.599185641 10.576036919 7.815224447 6.571299100 8.825871787 10.328247440 6.217380020 11.446975640 5.654885167 10.712536716 9.962410640 4.171366976 11.148860339 9.265103743 9.807187296 10.646801599 8.510558478 7.449903850 10.526964250 9.493296472 7.910336322 2.940035163 -1.583376408 9.397334506 8.717977267 1.223854985 6.859424212 10.216167331 4.859422969 10.414366011 7.957577443 2.223824101 12.234690576 12.106806346 10.542862787 8.618604643 16.505041439 7.671509223 10.746277239 4.971069858 9.487272690 7.471762993 4.683269758 1.154194325 9.442312593 9.981264013 8.916326754 9.296829734 8.528920543 7.673868729 8.998622865 7.181352058 14.557091037 10.740661482 NA 11.244419020 10.837328011 7.286846041 -1.583376408 4.031192259 10.900800331 7.654885883 9.460875026 8.549622969 8.980630296 10.733328069 8.873861788 13.553878372 2.416488481 8.875912423 NA NA 10.153305651 2.738400362 8.247787983 10.121249094 10.977530155 8.709952615 9.544475147 8.132442663 12.176787130 9.109967998 9.614926048 13.739817204 1.001441974 10.962827989 11.306555153 9.871808080 10.338693602 10.046292828 -1.583376408 3.171366976 4.625936734 NA 7.988233632 13.844022931 7.774033236 13.047828520 8.344259063 8.554752680 4.645298164 6.821622212 11.105386845 11.332733608 9.986810949 11.414286669 8.558587934 10.168443349 10.479876036 NA NA 1.586404475 NA 10.278343285 13.814523127 10.228658182 10.895755968 9.435376484 6.659654884 10.327872921 7.765209175 9.362326980 11.349064781 9.101229582 3.774027963 10.225638132 10.793962597 8.927245222 11.157526503 13.119248829 11.178239884 10.367765608 8.362992306 3.252400520 11.593433189 9.427708195 11.380641255 9.623495257 11.312056174 0.001441974 7.867692027 11.065512468 6.828288840 8.795230889 11.828786106 8.945911393 11.390357612 9.760221778 10.132013951 11.349802750 9.647101846 8.155940949 5.157949154 6.466330198 10.570349552 NA 11.523861490 8.588908356 7.477177025 12.578006499 10.362656175 9.719690848 10.091555848 11.796941985 9.937590539 10.456770632 9.009871996 9.981582979 9.495965723 -0.583592591 10.686484157 5.405165295 3.940044563 9.504606688 4.171366976 11.865371547 5.116921963 9.440235280 6.255683891 5.210895340 NA 0.001441974 11.681363302 10.288386134 11.409773147 10.759388978 10.731064161 9.449608006 6.723316909 10.787168295 10.431198797 11.086694547 9.627760941 9.971069715 11.239051777 NA 7.642892869 1.586404475 NA 9.840647178 9.139288369 8.903315801 8.627152277 8.526311432 12.079816652 13.101941507 0.001441974 9.761331654 12.914270403 10.225847167 NA 4.391472168 -0.583592591 NA 7.571299100 14.693931785 9.216571997 8.499960262 11.092878814 0.001441974 8.249370910 9.319180076 9.625934361 9.186318803 7.137580370 11.989536314 10.452654527 11.188795469 9.654389890 7.092437916 9.066635212 8.261970778 4.844757227 7.506884345 9.581387781 0.0043991 -0.0073861 0.0160930 0.4876100 0.0160930 -0.0037918 -0.0061596 0.0100820 -0.0024077 0.0207100 -0.0051750 -0.0327080 -0.0071099 0.0077257 0.0077257 -0.0163180 -0.0073861 -0.5543100 -0.5135600 -0.5239000 -0.5239000 -0.0047601 0.4876100 -0.0054883 -0.0054883 -0.0037918 0.0077678 0.0077678 -0.0017152 0.0000000 0.0000000 -0.0010226 -0.0010226 -0.5377800 0.0107900 -0.5191100 -0.0024077 0.0207100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.511 0.000 0.000 0.000 0.000 0.000 -0.504 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 -0.524 0.000 0.000 0.488 0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.511 0.000 0.000 0.000 0.000 0.000 -0.504 -0.504 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 -0.524 0.000 0.000 0.488 0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.585780 11.247392 9.159632 13.178032 10.278731 1.223855 2.875918 9.427009 10.489283 2.001442 10.033030 6.943958 9.203567 13.030846 6.892215 8.409419 7.174704 6.223836 7.997681 8.585153 10.518785 9.949324 7.056725 8.966265 10.685052 11.147800 6.640482 10.662034 11.473627 8.417889 11.826906 1.416461 7.178032 7.249371 5.144401 11.474303 10.049021757 10.604451486 7.640482835 -1.583376408 10.239848145 8.042189594 4.720262046 10.836967532 5.625933813 10.213331727 9.975857997 6.576352826 5.900296861 10.202342049 6.317347488 13.394431584 10.843007736 10.316970353 12.843531813 13.324638954 7.795859139 8.934150238 9.938081384 6.947862492 9.243823526 8.933165997 5.635649928 5.261970778 13.003086181 7.530222940 10.854232975 1.875897990 2.503933837 10.634741454 9.132442920 12.814356051 9.714543472 13.739817204 9.349433840 8.634438623 6.017507742 12.642441452 11.095741105 16.338920140 11.414286669 11.683852837 14.117787380 11.173662522 0.001441974 10.299887871 11.106697193 11.123192763 8.676224030 8.927245222 8.038532756 9.736717328 12.907770353 10.947374892 11.397869795 0.416515504 5.393759397 2.738400362 13.714077172 12.043444716 12.288001178 8.402322690 NA NA 10.862013114 12.743121071 11.357497353 7.134157266 11.025890551 10.9043209 13.2259476 10.8682072 8.9681893 7.2141423 9.8531924 11.4588243 4.3706804 9.8437937 14.4909151 6.2173800 5.4164817 12.5705633 9.3203628 11.9219203 10.2678396 2.2238241 14.0233198 7.5979810 6.9043215 9.8184804 9.4812237 9.1805231 9.4164809 8.0348666 9.1001861 8.5328250 11.7686623 9.6861920 10.7828032 9.7822565 10.7041933 10.3869464 11.7675582 3.1169136 10.2121148 2.1169303 12.4168436 9.4436957 7.0818168 9.4353765 9.4049668 12.7049866 3.6259367 9.1688616 6.9242757 11.0655125 10.4012554 11.5817020 12.5780065 11.2975949 8.0871371 9.9815830 10.9858619 10.3508168 6.1444013 9.0145336 9.4505921 0.4165155 1.2238550 -1.5833764 10.4989627 11.9057607 9.5321749 3.7384112 8.2493709 7.9844373 10.7296474 TCGA-A3-3358 57 0 NA 1307 kidney stage i t1a n0 m0 19-3-2015 female 2005 1307 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664627e-06 6.935946e-07 11.08401210 10.07829347 8.84824078 1.15477761 12.05992578 5.96842488 11.74614247 -1.65244772 2.50766780 7.67607343 9.32396289 7.37806591 10.52855100 8.65003786 12.32923361 9.41684861 11.10791085 8.72785989 6.85122433 9.96394758 9.02247379 6.08886666 12.96325828 -0.65267451 5.66932730 NA NA 10.09936122 9.73917945 7.47410340 3.66932163 9.61477075 9.45068649 10.44608891 11.63828159 10.45396177 9.79912504 6.11558264 9.27961360 10.15837200 6.30159496 11.83347959 7.89429333 10.34493111 10.49173838 4.51732609 11.80118384 9.54645753 10.16198125 10.07744423 7.90390474 5.38082294 10.30843244 9.45461577 8.09894269 5.88655746 1.34738219 9.48950581 8.01273459 2.04785244 7.39996658 9.53722325 -1.65244772 9.93751801 10.54030805 4.41348577 11.98784371 13.34634174 11.35984876 9.73756779 15.80731062 8.42954776 9.82818902 4.90198673 9.65516880 7.71153345 7.17076633 1.24659050 9.94824092 9.91574914 9.29503581 9.54092406 8.54215549 7.90006797 9.49460362 6.82313282 13.68529939 10.67971513 4.12875531 10.62787956 11.69517099 7.37530448 NA 6.65573821 11.59146526 8.12875840 9.90342577 8.46633999 8.82008959 11.37063336 9.86899922 11.38700845 2.73971851 9.16438228 0.66929895 NA 10.07105967 5.35862483 8.46244256 9.29795462 11.10249496 8.60714201 9.55563308 8.99485716 12.33216791 9.65403018 9.72785989 13.38726029 3.73971851 11.02973943 10.80938976 10.07999017 7.58580383 9.85865726 -0.65267451 0.93236359 2.25429169 -0.65267451 7.48695003 14.06035561 10.72758926 12.64345461 9.33608340 9.53103420 4.49714608 7.28991283 11.19131984 10.84973333 9.61125484 11.41681668 9.30086777 10.36281384 11.05583609 4.93236359 3.51732609 2.43485504 0.93236359 9.80580545 14.05005849 9.84225432 10.12670770 9.49904959 6.86309845 9.95519146 8.32896613 8.92768553 9.87731727 9.23766314 5.47668303 10.16695126 10.19131984 8.98673943 11.20109820 12.08496301 10.93611339 10.09517216 9.20581499 2.22317539 11.72012782 9.03389923 10.62061161 9.53845804 9.30159519 -1.65244772 7.45592308 10.97059443 11.60645935 8.72382815 11.55776571 8.89622068 10.36837877 8.37668586 10.28477264 11.30050392 9.95888471 7.98511044 5.78202582 6.91345313 10.33501813 NA 10.59917708 8.13693217 7.04436680 12.69702558 10.19014197 9.09894296 10.68306830 10.15676494 9.59769727 10.69214409 9.32109605 9.73002274 8.39042608 0.34743889 10.57771951 8.65003786 3.73971851 7.29284247 3.66932163 10.96118826 5.98402419 10.20774866 6.33432156 4.96210939 0.66929895 0.66929895 10.69474328 10.43552453 10.86359130 10.91701711 9.62119437 9.43283145 5.80354737 10.92033581 10.50316574 11.02137027 9.36002336 9.81805773 11.09643014 2.15474521 8.73326112 -0.06763641 NA 9.70054566 8.65801149 9.62700942 9.28550811 9.10562204 13.20479667 13.33248468 1.34738219 10.95357263 12.83341671 9.80375319 -1.65244772 4.64715906 -1.65244772 -1.65244772 7.68278887 15.01304004 10.03914223 8.48695003 10.51826278 NA 8.46244256 9.55763180 9.88072853 9.56414473 7.49968328 11.36211670 9.99170579 11.09663972 9.64144506 7.93611317 10.48918666 8.86506821 5.26638178 7.28838810 10.50348181 -0.0023553 0.0052749 0.0094491 0.4860100 0.2501200 -0.0034232 -0.0167040 -0.0099565 -0.0141110 0.0365120 0.0365120 0.0365120 0.0267950 -0.0027707 -0.0027707 -0.0060904 0.0052749 -0.5147000 -0.5147000 -0.5105300 -0.5105300 0.0000000 -0.0011087 0.0042034 0.0042034 -0.0140690 -0.0080062 -0.0080062 -0.0167040 -0.0091286 -0.0091286 -0.0124380 0.0024969 -0.0555510 0.4792400 0.0136320 -0.0141110 0.0365120 0.000 0.000 0.000 0.000 0.274 0.274 0.000 0.000 0.000 0.453 0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.265 0.265 0.000 0.000 0.000 0.000 -0.511 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.250 0.250 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.274 0.274 0.000 0.000 0.000 0.453 0.453 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.265 0.265 0.000 0.000 0.000 0.000 -0.511 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.250 0.250 0.000 0.000 0.000 0.000 0.000 0.000 6.3753053 11.7474777 9.0321474 13.6508228 9.5396916 0.3474389 2.1547452 9.3815099 11.2097397 2.8068396 8.3572274 6.3642065 9.4060670 13.1328513 8.4792556 8.7191756 7.0684978 7.6235231 8.8933285 8.4202015 9.6950201 9.6827892 6.6374175 8.2022674 10.2499774 10.4155053 6.7049508 10.7639325 11.9195068 8.4388343 11.9656581 2.3474105 6.6961274 7.7504109 8.5834130 11.1557597 10.01451026 10.32467865 7.93985597 -0.06763641 10.35442604 8.20848556 6.36420646 10.30993331 5.48694923 10.11227034 9.91487960 6.26626183 7.58101826 10.10478874 7.31894224 12.96262609 10.88364602 10.15435106 12.97202291 13.40293542 7.94358850 9.34880693 9.58460873 10.06378954 8.97128028 9.12300913 6.07531869 5.88655746 13.18842252 8.62584836 9.74025283 4.77366409 2.87095647 11.05259916 9.44477265 13.00052376 10.35021379 13.38726029 9.76102675 7.92293816 8.22678306 10.32396289 11.42888224 15.90420417 11.41681668 11.27998264 14.06118802 10.70714832 2.43485504 10.82768408 10.99934740 11.24429878 8.92104590 8.98673943 7.77575907 9.83222166 12.80208363 11.48438987 11.60271659 3.10228859 6.34739814 4.47667979 14.31766918 11.63424529 12.59480714 6.46633999 -0.65267451 -1.65244772 9.65232049 12.86118805 10.76401949 7.51732373 10.52512974 11.6146244 12.5273079 11.1079109 9.9639476 7.5273081 10.7786352 11.9679623 6.3863178 10.0176124 13.7349615 6.3015950 7.4637426 12.4882853 9.0189398 11.3328850 10.3756502 2.7397185 13.2272213 8.0262982 6.9803944 9.6591300 10.0629319 8.7673588 11.3375028 8.4958754 8.8757064 7.7799406 11.9739064 10.5479909 10.1495111 10.2587907 10.6133068 9.7164508 10.8213582 4.0198264 10.0693524 8.5235718 12.0530495 9.2699832 7.6235231 9.4990496 9.2947289 12.1759320 7.9379858 8.9831170 4.1547533 10.9705944 10.3357284 11.3775486 12.6970256 11.5829643 8.3146249 9.7300227 10.8829172 10.8441826 7.0955911 9.5135618 9.2803516 3.5953246 6.4576468 0.3474389 10.9281284 12.1559960 9.0259988 3.8709565 8.4624426 8.1188881 9.8546979 TCGA-A3-3359 82 0 NA 2504 kidney stage i t1a n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 1 4 2 NA 3 5 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6335237 10.2242356 8.1775855 1.6652563 9.9904130 6.6553805 11.9498445 NA 0.7609448 7.9320547 10.1357819 8.8522667 11.0578924 8.1999878 11.8117460 9.2630548 11.2878431 9.0746593 3.2502340 10.1241143 8.5618168 6.7034039 10.3569919 NA 6.3336473 -1.1420986 -1.1420986 10.4272943 9.8480173 7.6748970 3.3814772 8.3853905 9.4466280 10.5938924 11.2862735 10.3990100 8.9440496 5.8691410 5.4428772 10.2421575 6.4277687 11.5437572 5.8465986 10.2132645 10.5751614 3.1058457 11.4645499 9.5505288 10.1679580 10.6600258 8.0228205 NA 10.8853495 8.8579135 8.1105788 4.6908026 -1.1420986 9.6310526 8.4927245 0.8579014 6.9186093 9.0867320 0.4428639 11.1010873 9.6708929 6.2416171 11.1527351 11.8658167 10.8018933 9.5548808 16.0803687 8.6971170 9.9736073 5.3657065 9.6474471 7.4689384 4.5858339 2.0967004 9.9118393 10.0452655 8.5738755 9.9904130 8.0575857 8.0000203 9.1741949 7.4353419 13.4863589 10.4995136 -1.1420986 11.7346222 10.4443451 6.4945372 NA 2.3173330 12.1176566 8.3617390 9.4485004 7.4239672 6.6844625 11.5700104 9.9104814 12.1349057 3.1798454 9.0526702 NA -1.1420986 10.0502062 5.1433159 8.6668776 9.6716946 10.2752385 8.8423318 8.8208095 9.1141221 11.8113223 9.4258694 9.9266917 11.9574256 0.4428639 11.4747723 10.9810648 9.6668775 9.1787139 10.0969151 -1.1420986 3.7158934 4.1798454 NA 7.8775044 13.1404951 10.5474746 13.9421820 8.4466280 9.1798414 3.4428772 6.8236971 10.2651811 10.9566035 9.7451339 11.5324389 9.4596841 8.7481778 10.5613844 3.6128007 3.1058457 1.1798295 0.4428639 9.0855293 13.6599753 9.4550347 11.2799781 9.4981583 7.3497669 10.8473079 8.3255191 9.6216070 13.3154866 9.3265373 9.1820939 10.4247286 10.2280559 9.0489726 11.5210267 11.7804978 10.4712424 8.7960227 8.4496039 3.7858121 11.2030414 9.0502062 10.8992303 9.7625480 9.5644094 NA 8.0051181 11.1258704 11.8331093 8.8276164 11.5024457 8.8885804 11.0855293 9.0228202 10.7278927 10.9942637 9.4945380 7.5066662 5.8121105 5.8236984 10.3567626 1.1798295 10.2799781 8.2587926 7.2925416 12.4165732 9.7700541 9.1854659 10.4990620 10.1450486 9.4391140 10.5721804 8.8280193 10.1194206 8.2220481 3.0278441 11.4067353 4.9240048 0.4428639 7.3853905 4.8351914 10.8473079 7.0722323 9.6010647 6.6306574 5.5303392 NA 0.4428639 10.8684415 10.2187605 11.1246999 11.5559669 9.1559759 9.0726088 5.5095407 11.7063407 10.6052672 11.2399970 8.8899590 10.1582660 11.6734968 NA 7.8830532 -0.1420986 0.4428639 9.9929814 9.0963180 8.7602885 8.6986911 9.5678588 12.7718312 14.6337808 1.4428639 11.3227144 12.7529206 9.6310526 -1.1420986 4.0673634 -1.1420986 -0.1420986 7.2587931 14.6233808 9.6852560 8.3557651 11.8289180 NA 8.8294570 8.8589697 9.4076980 9.7819835 7.9559457 11.5228050 10.0557443 10.7745393 9.7677915 7.9159051 10.3657081 8.8280193 5.4897452 8.4287178 9.7057537 0.00378200 -0.00425750 0.00878840 0.48307000 -0.00231990 -0.00716040 0.00017411 0.01684400 0.01716000 -0.00315050 -0.00315050 -0.00315050 -0.00315050 0.02304100 0.00019480 0.00378200 -0.00425750 -0.52417000 -0.52417000 -0.52417000 -0.52417000 -0.00190440 0.00350430 0.00475450 0.00475450 -0.01778000 -0.00214910 -0.00214910 0.00017411 -0.00135040 -0.00135040 -0.00688410 -0.00688410 -0.00245830 0.00781390 0.01646100 0.01716000 -0.00315050 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 0.000 0.000 0.000 0.000 0.480 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 0.000 0.000 0.000 0.000 0.480 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.921308 11.979771 9.191069 13.083121 9.557486 NA 1.442864 9.792341 10.698691 3.179845 9.268365 7.888581 9.574733 11.808287 7.806281 8.393189 6.950670 8.871934 8.627751 8.781241 9.577302 10.234039 6.863538 8.540908 9.934408 10.482709 7.105840 5.703403 11.735773 8.758780 11.871208 3.665268 6.572159 7.215465 8.397072 10.886855 9.5496569 10.6612373 7.9131958 NA 10.4881805 8.9009408 5.5993803 10.7432284 4.9023052 9.8018933 9.3736132 5.9453759 7.5196913 10.1158904 7.4239672 13.1433878 9.9794469 10.2099568 13.5792796 12.8200864 7.8522667 8.8761135 9.5143383 7.8179155 9.3706538 8.8649407 5.7767778 3.3173475 12.9126025 8.1820939 10.1724966 5.7034025 4.9453783 9.7804978 9.2010991 13.4271163 10.4409961 11.9574256 9.8788933 8.0600371 7.1394726 8.2394563 10.8229761 15.8237991 11.5324389 11.5566180 13.2787289 11.2707478 1.6652563 11.1559759 10.5404691 10.4215863 9.1513850 9.0489726 7.9974646 9.9460391 12.9393136 11.0972136 11.4827065 5.0278397 5.8004288 6.8747220 13.2973183 11.3607452 12.6499919 9.2066415 NA -0.1420986 11.3285722 12.6029574 11.2561039 7.9023076 10.8635379 11.362484 12.771177 11.287843 10.124114 7.505372 11.400703 10.949349 6.389295 10.115301 14.568772 6.427769 7.915905 12.955269 8.899573 11.392459 10.735197 2.317333 13.668184 7.349846 6.722100 9.782948 9.951331 9.279978 10.214365 8.399010 9.122356 6.734431 12.147932 10.044647 10.271541 10.213815 10.481338 9.582427 11.613844 4.250234 10.058812 4.812108 12.545848 9.198876 8.791604 9.498158 9.433245 12.627338 4.067363 9.310155 4.639273 11.125870 10.450370 10.970353 12.416573 11.271277 9.354767 10.119421 10.669689 11.144670 6.412502 9.536514 9.289411 1.442864 7.381475 NA 10.983972 11.711239 9.641730 4.067363 8.829457 8.098705 10.295665 TCGA-A3-3362 60 0 NA 1559 kidney stage i t1a n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 1 1 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5759283 10.0129629 10.6316508 10.3599776 9.2542154 6.0549461 6.3808212 10.0776183 6.1689027 10.3822992 5.0549483 10.5012934 10.3818069 3.1130503 10.9769097 9.1971584 9.7416389 10.5840829 8.0623387 2.3245514 10.8961201 9.1667210 8.0072291 6.6595379 1.1870709 9.5646944 8.4835075 2.0350608 6.1412468 9.4336007 -0.1349522 11.0078672 10.0021130 6.4798320 10.6631279 11.4759161 10.9432727 10.2363541 16.3657694 8.8861020 9.9040409 4.8193208 9.8134893 7.5375469 6.2314439 2.4845249 9.7877064 9.7300819 8.8538067 9.6964291 7.8566440 8.2445004 9.1354174 7.1597422 13.9622899 10.6283343 -1.1347938 11.7903055 10.5115502 8.0425415 NA 4.5089800 12.7345230 8.3039136 9.6635937 7.6627837 7.0249933 11.4352148 9.6233451 12.7857316 3.7230998 9.0512361 0.8651270 NA 10.0873131 6.6333062 8.6900808 9.9505944 10.5836548 8.4273644 8.5446021 9.6091148 11.4762620 9.6057460 9.8964785 12.5232218 3.8193208 11.0850044 10.8902615 9.9703757 9.0611092 10.2374429 -1.1347938 2.3245514 2.9525759 -0.1349522 7.6366116 13.7430291 9.3729166 13.7121303 9.1689027 9.5215469 4.4500829 7.0450312 9.2477460 11.0684700 10.1631845 11.2845555 9.1562927 8.6660219 10.7485289 6.5862213 2.7720123 1.6724706 NA 9.0549464 13.8883998 9.2477460 10.9389288 9.7106121 7.2531393 10.2697313 7.9122457 9.9512051 13.3826683 9.0249933 6.0148685 10.2843658 10.4144253 8.9814660 11.3393349 12.5984551 10.8050684 9.0867089 8.9029433 4.8387350 11.5883563 9.3070286 10.7693803 9.2745128 10.6250102 -0.1349522 7.9892435 11.5302358 10.1414615 9.1775284 11.6507787 9.1166044 11.3183926 8.1960390 10.2574393 11.2630639 9.5972894 8.1310652 4.7477633 6.6724763 10.1603169 -1.1347938 9.8840175 8.5533724 7.1689027 12.8640649 9.4890034 8.9258179 10.5668616 10.1580187 9.4425508 10.8448615 8.9419376 10.2643999 7.9552343 3.5089737 11.3155600 7.1082955 3.2184402 9.0733562 4.6200116 10.9308747 7.7659888 9.7231029 5.6040239 5.1319104 1.4500631 NA 11.1316157 10.3950405 11.0864070 11.5364418 9.7606972 9.0546871 5.8668116 11.5752826 10.8573522 11.1819691 9.1035268 9.9657843 11.6172935 2.3245514 8.0647945 -1.1347938 -0.1349522 10.0419184 9.0212051 8.9122460 8.3101370 9.5116807 13.4745316 14.7222595 2.3245514 11.2668015 12.1142354 9.8337887 0.4500631 4.1772800 -1.1347938 1.1870709 7.2871869 14.7398392 9.4321274 8.3080655 11.9863316 -1.1347938 8.6980118 8.7857725 9.8149487 9.6275040 7.4871736 11.3617261 9.8010236 10.8538066 9.8909537 7.8623014 10.4278414 9.0300290 5.3436068 8.6713815 10.0806550 0.00194180 -0.00143330 -0.00166290 0.43513000 0.00000000 -0.01009400 -0.00270630 0.01488800 0.01405100 0.00013863 0.00013863 0.00013863 0.00013863 0.00194180 0.00194180 0.00194180 0.00332990 -0.45651000 -0.45651000 -0.00166290 -0.00166290 -0.00871460 -0.01123300 -0.00553750 -0.00553750 -0.01009400 0.00013863 0.00013863 0.00319100 0.00485790 0.00485790 -0.00249380 -0.00249380 0.00097064 0.01363200 0.01349200 0.01405100 0.00013863 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.544602 12.152834 9.231444 13.419051 9.710612 NA 2.187039 9.640732 10.763546 0.865127 9.696429 8.463174 9.341868 12.635063 6.994405 7.461312 6.620010 8.346921 7.530458 8.633306 10.383775 9.941938 3.565561 9.240161 10.140665 10.294529 8.007229 12.844547 11.307806 8.862301 11.994862 3.187055 7.200512 7.274513 8.150524 10.835228 10.0148691 10.3183925 8.4482047 NA 10.4182712 8.8608889 6.6464809 10.7125708 3.9095139 9.7393349 9.0275132 5.8763500 7.0696936 9.9499303 7.4687487 13.3411086 10.2761032 10.1082959 13.4770689 13.0835338 7.5053670 8.8280181 9.7462358 7.0939404 9.8559351 8.9432729 6.7416396 8.2976637 12.8603591 9.0085051 9.2358094 4.4500829 1.1870709 10.1005379 9.2585123 12.8600057 10.0033938 12.5232218 9.4235427 8.0224688 5.7515494 10.7599397 11.4382957 15.9766244 11.2845555 11.3033940 13.7763735 11.0530925 2.1870392 11.3127218 10.4931117 10.5577375 8.9325564 8.9814660 7.9866555 10.1201505 12.7208664 10.0085051 11.3329796 3.8193208 6.0745761 7.1035270 13.8770092 11.4958441 12.5824771 6.6724763 0.4500631 NA 11.0936401 12.4484398 11.2921623 7.5304578 11.0344206 11.361227 12.809925 10.913268 10.404765 6.074576 11.186204 11.032226 5.941937 10.202744 14.464643 6.168903 8.004673 13.012933 9.016139 11.515949 10.505819 1.865127 14.271925 6.096823 5.853806 8.843489 10.071526 9.212743 10.018040 9.156293 9.149148 6.213851 12.192815 10.179705 10.043164 10.629164 10.279807 10.494934 11.237715 2.865127 9.952585 7.479832 12.599150 8.920404 8.470602 9.710612 9.388125 12.663087 3.450089 9.053711 5.952585 11.530236 10.620009 10.844547 12.864065 11.157156 9.545482 10.264400 11.047516 10.811023 6.316332 9.860889 9.575067 1.187071 6.859475 NA 10.265468 11.621463 9.830906 1.450063 8.698012 8.299750 10.194918 TCGA-A3-3363 50 0 NA 319 kidney stage ii t2 n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 32.58.0 4 3 1 NA 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 1.421869e-06 2.080784e-07 8.92536454 9.90877299 8.97740329 0.01549757 12.34732139 10.77486586 13.08335388 0.01549757 2.68297773 6.58025555 5.85677410 6.55463029 10.26813680 8.84413673 12.33080971 12.15416986 10.66801769 8.44033766 7.09228674 10.44731718 9.28615597 4.65932521 9.64555649 2.67843253 5.34937236 -1.56960767 3.67843253 10.50264149 10.43543160 8.10293417 3.07436842 8.69612391 9.61476431 9.89454405 11.02530002 10.71850976 8.90624244 5.98509735 10.35457910 9.73941677 3.07436842 10.99608702 7.01170919 9.87552375 10.11306467 4.83989914 10.75243702 8.30241411 9.91633825 10.52227482 7.28225816 7.14475408 10.76102808 8.99084172 8.12573736 6.78365571 5.00036514 8.93234617 8.70430450 3.95407531 7.26655888 9.50598796 0.01549757 10.42768840 11.19372130 6.23786387 8.88362509 11.37320665 10.52689463 7.79245260 15.65042423 8.70895833 11.23705851 5.38470606 9.87448838 8.65209601 4.28849146 4.90429622 9.95210929 10.70779627 9.46805581 9.10470122 10.55721334 8.86305074 9.04337732 6.79245325 12.62979783 11.95063645 NA 10.61072885 9.97821322 7.19205999 NA 5.70663277 13.01482554 8.17366015 8.69495156 7.84836129 9.95161854 10.25666006 8.68080747 7.55217185 1.23786960 8.50598816 -1.56960767 NA 10.77813028 2.82283210 8.69025225 9.59667207 10.18956490 8.30087371 9.16606489 9.65088732 11.87923050 8.90421462 9.47626867 15.26795206 2.01546189 9.37606981 11.04038021 10.95333560 8.94620888 9.93929403 NA 0.75240607 1.23786960 -1.56960767 6.92236200 13.26665791 11.66742001 10.04751712 9.75637652 10.36972078 3.88994074 8.08514471 5.23786195 10.78393148 9.91482834 11.76219424 6.63996288 9.00699334 10.32418966 6.31925302 3.75243819 5.95407065 1.88994074 9.26734829 13.43814943 10.87085902 11.47319427 9.36714694 5.79683133 9.74905167 7.99846519 10.14579742 8.37887615 9.36567395 8.45979594 10.10843546 10.82711370 8.46942774 11.50197125 11.01805208 12.61002928 10.01547137 9.56617965 8.24165860 11.79368548 9.14561301 10.24509142 9.80826163 7.39340505 -1.56960767 8.17870170 10.77785348 5.39906169 9.39300726 11.33269557 8.94423650 9.96578428 8.96286478 10.68553750 11.63737065 11.71489926 8.52079348 4.45287873 7.69729566 9.89658535 0.43049939 8.17534296 8.29004374 6.14475408 12.30376075 10.87474733 9.74622458 10.52128291 9.61600382 9.66052936 10.75854420 9.73486015 10.10778815 8.27913185 2.75242748 9.95014512 5.53903470 2.13096381 7.03413536 4.01547081 11.02949188 3.07436842 9.04889442 5.49659657 4.33739712 NA 1.01549757 10.41954858 11.09139618 10.54425112 11.21227841 7.95993936 8.44033766 6.43832113 9.04981180 10.99680083 10.79464354 9.23866865 10.21145871 9.84836145 7.28537725 9.14818522 NA -0.56939357 9.54620284 7.85677348 9.66472762 8.72398067 9.71185949 11.16034203 10.24308732 -0.56939357 11.79669452 14.79647245 10.72225519 -0.56939357 5.77035864 -1.56960767 0.43049939 5.93035414 15.53045251 10.19869329 6.87759212 11.08916668 -0.56939357 9.32456874 9.49152224 10.49289236 9.72971692 6.98893004 11.37887615 8.43753612 10.86591874 10.54084862 3.85677659 9.16860117 8.55721324 6.91202586 7.89736024 12.05187401 0.00013863 0.00597000 -0.00013862 -0.01344900 2.69920000 0.00041593 -0.02289400 0.59723000 -0.03108600 -0.15960000 -0.01043400 0.10045000 -0.04492400 0.00013863 0.00013863 0.00013863 0.00597000 -0.00013862 -0.00013862 -0.00013862 -0.00013862 -0.00526160 -0.00664320 -0.00332430 -0.00332430 -0.00885260 0.00652620 0.00652620 -0.01503800 0.00055459 0.00055459 -0.02487200 -0.00484610 -0.02794500 0.01084200 0.01768400 -0.03108600 -0.15960000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.636 0.636 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.636 0.636 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.641 0.000 0.000 0.000 0.000 0.000 0.000 11.7236932 11.9237389 10.7872360 13.9825776 9.1274765 -1.5696077 1.0154976 9.4570324 10.2912079 0.7524061 8.7614259 8.8970952 9.6097960 14.0211252 6.8185259 7.9481786 7.5179717 9.2814771 6.1447541 7.8441370 12.0345988 9.7101195 1.8899407 9.2594387 10.3697208 10.6674200 6.7159112 15.2758029 10.4969345 8.5390335 12.1992008 4.6399614 8.4707988 9.0725606 9.9138208 10.2818676 8.93135065 10.40921939 9.24429009 NA 9.23866865 8.73543045 8.37302346 10.01500170 3.75243819 10.97329894 9.43262061 6.86096156 3.55979770 9.85204785 5.78806183 13.42043554 10.68760209 9.94423650 13.76023518 13.27212239 6.61041807 9.84254945 9.39989546 9.57516709 10.05393321 9.55268984 4.51797482 6.78806053 13.74728540 6.79245325 10.43226889 2.43049939 NA 10.28186757 7.04889442 12.60527859 10.85415013 15.26795206 9.62341807 8.93334071 6.36708795 12.19018908 8.41777278 13.23907094 11.76219424 12.76128577 12.79094451 9.89964196 2.23786960 9.82014018 10.92511452 10.58564339 9.29546889 8.46942774 8.26181615 9.94965369 12.76485204 9.91734388 12.02716456 6.30087417 6.18539680 8.50062999 13.83088406 11.80500505 12.53682646 8.46255462 -0.56939357 0.01549757 9.30625837 13.03783922 10.44531050 8.65209601 11.04659821 11.57452976 12.19879665 10.66801769 10.44731718 4.95407065 10.80744823 9.29314629 4.87345396 8.83777677 10.77250296 3.07436842 10.15246257 12.81177471 9.06713342 11.41617298 10.00273543 2.88994074 14.97533754 7.10893316 7.53117089 8.07832696 8.01734850 8.53903354 9.99513483 8.94916196 9.05742265 7.82497147 10.71648905 10.01123858 8.81529266 10.60543461 10.10470122 11.13419623 11.25963700 2.67843253 10.54425112 4.10293522 11.36230276 9.36567395 7.01170919 9.36714694 8.92031682 12.78068844 0.01549757 9.71011953 1.01549757 10.77785348 10.85886911 11.07796736 12.30376075 11.56140118 8.58025593 10.10778815 10.37595278 11.42839053 8.54425121 9.24348844 9.57898549 NA 4.01547081 -1.56960767 8.78255239 11.36545289 8.72167957 0.43049939 9.32456874 8.37595256 10.31009218 TCGA-A3-3365 46 0 NA 873 kidney stage i t1a nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 1 1 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.1399253 8.1202368 2.5197683 8.9398113 9.6459997 9.6009361 9.3280820 8.8576427 7.6687673 9.3318910 7.9423051 12.8230466 10.7353512 -0.2351443 11.2629869 9.6648618 8.9497611 NA 2.3498465 11.5511553 8.2099007 9.7066670 8.1202368 7.7277816 10.2918739 9.2119688 10.5496350 3.4087390 8.5380248 2.2243182 NA 10.6337082 4.0128100 8.6459995 9.3960627 10.4640243 8.1593481 8.5130785 10.1901016 11.7452681 9.3878526 9.3299878 11.6856107 3.8092807 10.0777629 10.4876932 9.8915902 8.2263650 9.8396962 0.7648557 0.7648557 1.9348184 NA 8.0845576 13.8150319 4.7648875 11.3086426 8.9949061 9.0890662 4.4373143 6.1827380 11.3996967 10.7263353 9.4006039 12.6059310 9.5264368 8.0822981 10.8493619 7.8734103 5.4513859 1.7648981 1.5722591 9.3987890 13.6950686 9.1963833 10.3233063 9.7955528 7.7393000 10.9127266 8.2687113 10.6200267 10.3446730 9.5866597 6.7364290 11.1633916 10.1641636 8.6941440 11.5776647 11.5742519 10.6852385 9.4902520 8.9498851 3.4928018 10.8191508 9.3470276 10.3772935 9.6971005 10.2253416 1.3498748 8.7205357 11.5044553 10.9942753 8.4670585 11.7330124 9.3059824 10.8279436 8.1377510 10.8309749 11.1111224 10.4350993 8.5814055 5.2726802 6.7535698 10.4769827 NA 10.2481976 9.2324912 6.9297922 12.9326958 9.8038047 8.9069928 11.3940146 10.0749303 10.1075159 10.5247406 9.3647985 10.1202368 8.0175512 3.0128189 11.6438945 10.1502088 4.0502840 2.6717689 4.9743412 11.1803634 6.9547105 10.1614904 6.0686665 5.8417015 NA 0.7648557 10.1328464 10.8126912 10.7830859 10.7453823 7.7733146 7.6926636 5.7572020 11.5957970 11.1903639 11.5170572 9.3318910 10.5050880 11.0386813 1.5722591 8.0151842 -1.2351443 NA 9.8336640 9.2766383 8.7719130 9.1742766 9.6837489 13.2216251 15.3678455 2.9348184 12.5119248 12.5747543 9.9846593 0.3498182 4.5699224 1.5722591 1.0867838 6.5786671 14.2311215 8.9171707 7.3156323 12.0574949 NA 9.1890519 8.9962509 9.4346566 9.5584890 7.8864191 11.3122622 9.3987890 10.6874701 10.3902475 8.8336640 10.6255847 8.7478791 5.3648000 8.5852082 9.9044370 0.00681750 0.00239320 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10.9997031 0.3498182 9.6467644 4.9146315 10.0433351 11.1612229 7.1091819 7.4513859 6.8147337 9.3442016 6.8734097 8.3137075 10.3969720 9.3040444 3.4653215 8.6807649 9.9145058 11.1127838 6.9398119 4.6717746 11.9747959 9.1507480 11.9936398 2.2243182 6.4373110 7.2845215 9.7564075 10.6502007 9.6770265 10.7396588 7.9398113 -1.2351443 9.4834186 8.5396726 5.4791303 10.5247738 4.6717746 9.6406350 9.3978808 6.1827380 7.5429630 10.8143940 8.3573426 13.1906917 10.0635211 10.4448056 14.3705677 13.0669534 7.2202129 9.2015971 9.7796036 6.7074005 9.3657277 8.9864729 6.9398119 8.4159374 13.7273751 9.6482927 10.3423145 6.2726802 0.7648557 10.2431497 8.1136140 13.4603859 10.7729641 11.6856107 9.6971005 7.0410097 7.3681039 9.6421698 11.0859682 13.8094932 12.6059310 11.4085164 13.5818193 10.4208635 2.4653215 9.4936565 10.1136138 9.8038047 9.3805154 8.6941440 9.0151842 10.2652297 13.2182206 10.6710247 11.5114000 5.1224367 4.7421679 6.6597034 14.0304747 10.7993408 12.8985898 7.2365605 -1.2351443 -1.2351443 10.9858685 12.9893396 10.9808373 8.5641674 11.5816694 11.3729095 12.7501940 10.9050764 10.1279253 6.4995956 11.4537916 11.3841886 6.7983085 9.6452346 14.7131804 5.3942432 9.1710907 13.6441779 8.7029951 11.7661179 10.3347413 2.9348184 13.7327424 5.6810050 5.9937038 9.4989517 10.7993408 8.9209688 10.8184723 8.1136140 9.0560565 6.3117810 12.2303245 9.8450369 9.6710248 10.2232923 10.5380249 9.5130785 11.2484496 1.7648981 10.0074644 10.3846471 11.8768331 9.1388383 7.3040446 9.7955528 8.8975781 12.8625064 4.2884472 9.2119688 6.5850647 11.5044553 10.7553443 11.2684630 12.9326958 11.3960628 9.2855044 10.1202368 10.9193874 11.4481523 5.6837498 9.3223493 9.2476935 4.6956208 4.1160902 -0.2351443 10.2010767 11.3640523 9.2913848 6.6717760 9.1890519 8.1995138 9.9012360 TCGA-A3-3367 72 0 NA 2270 kidney stage i t1b n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595268e-06 4.855162e-07 9.9163902 9.6994055 9.1759100 NA 11.5415368 8.3040510 12.7411687 -0.7050999 0.1900459 6.4895526 9.3157761 8.1085773 11.0997338 8.5859668 11.4592317 9.2605804 11.4410466 9.3150816 3.3822522 9.9427042 9.7961358 6.6031352 12.0145058 NA 5.2605790 -1.7050999 NA 10.2325377 10.0120441 7.1774395 3.1527837 8.5272170 9.5962923 10.0488485 11.0259030 10.3271864 9.6763392 6.1339991 9.2365775 10.2196086 4.8797597 11.4864723 4.7041859 10.4492979 10.4072357 1.7542462 11.6684770 9.7532027 9.7200121 10.3565049 8.5248167 5.0496830 11.1796688 8.4920130 8.0826989 4.3608839 -0.7050999 9.3829218 8.7674870 1.6167341 6.5474622 9.5790419 -1.7050999 10.7831385 9.0883995 4.6346455 11.8110194 10.6181325 10.2358437 10.4910909 16.2946916 8.2605804 10.3722795 4.0496830 9.3769452 7.4033206 5.3282189 2.6898582 8.9131817 10.2169605 8.5685919 9.4477147 8.1308465 8.0679355 8.7273382 6.8835109 13.5567441 10.6801193 -1.7050999 11.3042749 11.2911178 7.1774395 -1.7050999 4.9095043 11.8884207 7.7786120 9.9462963 7.8835109 6.3662593 10.7242029 9.1574336 11.3347742 1.7542462 9.4279384 2.4647205 NA 9.9002757 6.9530079 7.8339552 9.2656211 11.2116087 8.6795800 8.4895530 8.0210144 11.9211326 9.4078872 9.7690092 13.1181136 1.7542462 11.0264207 11.1766749 10.0969086 7.8065490 9.9462963 NA 1.9952312 3.3822522 -1.7050999 8.9856672 14.3636374 9.7745764 12.5268423 7.5871182 8.9168480 3.5042517 7.0662851 10.5830855 11.3835844 9.9733963 11.7238119 8.9725158 7.6257132 10.8693897 5.5521834 5.8722255 -1.7050999 -0.1202942 9.0328885 14.4463083 10.6056929 10.5382677 9.5859668 7.1496648 10.2594980 7.9422547 9.8622628 8.8722248 9.8965669 3.9095043 10.3458216 10.4653472 9.3829218 11.9954526 12.0949883 10.8373444 10.0720515 8.9842527 1.9036168 11.2103021 9.2031887 11.1622680 9.3613966 7.2518980 1.8797450 8.8493851 11.1173670 10.9642969 8.8707229 11.5101775 9.2306978 10.6586572 8.7936452 10.4935482 11.4955415 9.3289074 7.7302582 5.3500799 6.8797584 10.6421407 0.6167341 11.2767202 9.2061883 7.7521772 13.3109515 10.0265395 8.9168480 11.0654600 9.9982672 9.5951487 10.4825503 8.5103290 10.2645424 8.5272170 1.2947825 11.1692012 8.0973127 1.4647205 6.7418795 3.7210664 10.9101959 6.7542275 8.9447258 6.7441517 5.2834810 -0.7050999 -1.7050999 11.0328884 10.3938152 11.5156279 11.2435284 8.5403489 9.4839844 5.9686345 10.7773521 10.0638075 11.9153597 9.3629027 10.3544786 11.8801108 -0.1202942 7.9512212 0.6167341 -1.7050999 9.8750548 10.1221388 8.7786120 8.4240793 9.1597561 13.7835464 14.2403772 2.2016966 10.5151745 12.8047567 9.8344396 NA 3.5370227 NA -0.7050999 7.9689887 15.5420005 9.3769452 9.1292673 11.2690315 1.1021206 8.3514340 9.1575806 8.8984224 9.7152829 7.4366732 11.1966059 10.0843298 10.9643456 10.0998588 7.3227024 11.8183581 8.1697777 4.6169046 7.3121333 9.7268161 0.00263570 -0.05124600 0.02960600 0.02244400 0.00126000 0.02174400 -0.03053300 -0.03212300 -0.06218800 -0.05990500 -0.05442000 -0.06259500 -0.06329800 0.00263570 0.00263570 0.00263570 -0.05124600 -0.68909000 -0.68805000 -0.67012000 -0.67012000 -0.66956000 -0.00747200 0.01886900 0.01307400 -0.00567570 -0.00069303 -0.00069303 -0.02516500 0.00069327 0.00069327 0.00463650 0.00463650 0.00000000 -0.03749000 -0.08428000 -0.06218800 -0.05990500 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.67 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.67 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 7.925973 11.996969 9.312996 13.999456 10.205439 NA 1.616734 9.817868 10.926655 1.294782 7.778612 6.902127 9.427938 11.929947 7.398084 7.965452 7.180493 6.366259 7.976035 8.755252 10.676609 9.796633 4.076157 8.082699 10.317247 10.690866 7.069583 3.754225 11.699139 8.435626 11.876198 4.152776 6.621226 7.177439 10.174762 10.996969 10.006033 10.822029 7.336456 -1.705100 10.994585 9.118959 5.687114 11.069583 5.189615 9.884915 9.650147 6.328219 6.127687 10.606261 7.234376 13.371779 10.218866 10.303225 12.676272 13.356167 7.810496 8.803581 9.226272 9.183539 9.042150 9.409840 4.967219 5.089210 12.949488 8.758321 10.583662 5.737741 NA 10.134000 9.364917 12.791026 10.205439 13.118114 9.993935 8.064634 7.252827 9.064634 10.598577 15.497657 11.723812 12.021334 13.989535 11.005603 2.995231 10.859898 10.587980 11.023567 8.931421 9.382922 8.266340 9.694074 12.948705 10.777604 11.704318 3.464721 5.770530 7.062981 14.525454 11.219980 12.675731 7.680658 NA NA 10.493241 12.771922 11.706246 7.542724 11.163619 11.4237571 13.0162692 11.4410466 9.9427042 7.3689377 11.7576818 10.9168480 6.5427239 10.3432830 13.4008716 4.8797597 7.7231565 12.6008344 8.8503441 11.8898205 10.8075366 2.5427286 13.9802841 6.3163865 6.4796720 10.3789934 9.6967422 8.8703354 10.5580654 8.9257458 9.3222254 5.8872523 11.8837450 10.1395020 10.4996729 10.1359674 10.1391097 10.0871798 11.5862547 3.1021542 9.9716348 10.2569692 12.9413785 9.4202097 9.9961026 9.5859668 8.7973198 12.7543558 3.7542248 8.4150340 3.8797548 11.1173670 10.3875533 11.4568727 13.3109515 11.3706095 9.8212953 10.2645424 10.4153580 10.9545201 7.0496841 9.2555222 9.3095141 1.2947825 7.3306946 -0.1202942 11.1387172 11.7511211 9.9978346 7.1021510 8.3514340 8.2933866 10.2605804 TCGA-A3-3370 48 0 NA 2274 kidney stage i t1b n0 m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109751e-06 2.774378e-07 10.2502377 10.5132721 8.9185836 6.0386820 11.4133613 7.9261270 11.6170200 -1.8740845 2.0103860 8.6424781 10.1585278 8.1564603 11.3440537 8.2512069 11.7977765 9.3867127 11.5400821 8.5593786 5.3057006 10.3343324 8.4409426 8.0901341 11.3709002 NA 6.3352474 -0.2892982 -1.8740845 10.3315864 9.9547230 7.3808221 4.1701895 8.5266725 9.5708080 10.5005610 11.6011467 10.4383926 9.5256052 6.0857943 7.0624315 10.5444365 4.6176452 12.0954495 5.5520573 10.3100487 10.7467003 2.5852270 11.7209341 9.5614634 10.1749611 10.4967530 8.2369288 3.1701815 10.5181455 8.6765400 8.2251409 7.2627845 -0.8740845 10.0850707 8.7219830 1.2957230 7.2290812 8.9626326 6.6610683 10.6228966 9.3671806 3.4833515 11.4084169 14.5110490 10.8296968 9.9343552 15.9675664 8.3914082 10.4440536 5.6256387 9.8647298 7.4318553 6.2185506 2.1754288 8.8997566 9.9712048 8.7714515 9.6673738 8.0712371 7.8906650 9.3150001 7.3949197 13.4922179 10.3196265 NA 11.5736513 10.6447562 6.7294195 -0.8740845 2.5181071 11.5382307 8.3485883 10.1574944 5.8672590 6.4964799 11.7971131 10.0088182 12.6041489 4.4833450 9.6065834 -0.2892982 NA 9.9343552 6.7515026 8.2806112 9.8956310 10.7303464 8.8400386 9.3248520 9.5035459 11.9308922 9.7168479 9.7741507 12.7010370 4.7551493 11.7651385 11.6673739 9.9254795 9.2414872 10.3978397 0.1257833 3.7982165 5.0799882 NA 8.4443362 13.4117011 9.2369288 12.3808218 7.6276302 9.2531429 4.4656415 7.1891881 10.8168824 11.4926618 9.9535328 11.1029103 9.8144806 8.6256391 10.6350733 7.4341320 3.2550777 1.1257833 -1.8740845 9.7737013 13.8245521 9.6350734 10.9309324 10.0364359 6.6414926 10.6043101 7.6276302 9.0209141 12.1876706 8.8184087 6.5478585 10.4778367 9.9822187 9.3849480 11.4054038 12.3488145 10.4287177 9.3949199 8.7017861 1.9917168 11.0989524 9.2850339 11.1938997 9.7326611 9.7822180 NA 8.1783611 11.4081577 10.7007746 7.8151969 11.3628538 9.3303643 11.4290032 7.4855428 10.2872400 11.0292985 9.1102116 7.8745566 5.8192799 5.9136961 10.5525821 0.1257833 10.0814431 8.8503072 7.8520113 12.6263239 9.8840165 8.4352694 10.8943911 10.8579606 9.5148868 10.6908334 8.6116224 10.5383631 8.5266725 2.8262332 11.3647950 5.8806806 3.9837780 7.3902360 3.8262332 11.0664738 6.9899791 9.7177830 6.4359519 5.9899791 1.4477379 0.1257833 11.1368457 10.4698116 11.3802314 11.4641118 9.5277393 9.3867127 6.2472744 12.0009666 10.4100389 11.4218490 9.1516250 9.9124713 12.1832773 -1.8740845 7.4921152 -0.2892982 NA 10.1547352 9.3955044 8.7902406 8.1300135 9.2046112 12.3663610 14.4390837 0.7107899 11.5673109 11.8259078 9.8460375 -1.8740845 4.2062369 -1.8740845 0.1257833 8.5148868 14.6300070 9.8288316 9.0987730 11.8727274 NA 8.7321983 9.0841791 9.4013359 9.9926857 7.9539299 11.2637450 10.5795782 10.8477468 9.7180727 7.7163805 10.8434696 8.6206487 6.0216418 8.3863717 9.3653918 0.00541390 -0.00041585 0.00770500 0.37174000 -0.00662170 0.00346870 -0.00816240 0.00610900 -0.00512270 -0.02233200 -0.02233200 -0.02233200 -0.02233200 0.00377570 0.00444110 -0.39497000 -0.00041585 -0.40418000 -0.38252000 -0.37538000 -0.37538000 -0.00027724 -0.05391800 0.00097064 0.00097064 0.00346870 0.00555290 0.00555290 -0.00816240 0.00000000 0.00000000 -0.38094000 -0.38094000 -0.00249380 -0.00401620 0.01203700 -0.00512270 -0.02233200 0.000 0.000 0.000 0.000 0.000 0.000 -0.381 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.381 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.641493 12.402136 9.095180 12.797555 10.273634 NA 2.447711 9.740503 10.765812 2.933157 9.551009 7.949160 9.509498 12.464112 7.827966 8.806153 6.649355 8.622647 8.685170 9.036436 9.201272 10.405984 7.535184 8.522398 10.125793 10.444618 7.434132 9.696123 11.832397 9.373127 11.719364 3.880686 6.691847 7.142601 6.020611 11.155426 10.3038355 10.5723596 7.5645847 0.4477379 10.6355682 8.9720671 5.7768462 11.1521437 6.4204133 9.8096651 9.5770043 6.1592154 6.5852255 10.2796619 7.0326838 13.3401882 10.1492011 10.3315864 13.3821125 13.5147523 8.4054036 9.2742698 9.7084057 7.0506062 9.4381090 9.0692970 6.6375465 6.3784579 12.7445228 8.7840046 9.9124713 5.3546108 0.7107899 9.9451740 10.0046105 13.4168560 10.4794914 12.7010370 9.7942350 8.4589487 6.0021264 8.2806112 10.4423576 16.1303045 11.1029103 12.2294908 13.6524453 11.3686696 1.5852029 11.3499457 11.2195409 11.0818063 9.4392431 9.3849480 8.0130139 9.7710013 12.9530863 11.5718426 11.5649735 6.3057025 6.6454293 5.4477213 13.7120490 11.2409995 12.7374520 7.3106682 -0.8740845 NA 10.9065380 12.4693954 11.7750056 7.4767324 11.1052184 11.4907486 13.1112349 11.5400821 10.3343324 7.9712832 11.1758119 11.8180818 7.2602195 10.5288052 15.1028432 4.6176452 8.0580080 12.9030064 9.3248520 11.6619190 11.1455577 2.6493625 14.1170493 8.3783759 7.1864887 8.6904761 10.2385586 9.5933988 10.5941627 8.7740339 9.4077232 7.5831738 11.6954115 9.8583847 10.7152103 10.1264975 10.6198988 9.9363648 11.4610440 5.3737213 10.1474672 8.6552237 12.9563703 9.2427868 8.0915777 10.0364359 9.4762352 12.5926344 4.6493568 8.8823496 6.1030737 11.4081577 10.4392432 10.3004069 12.6263239 10.7802055 9.9610542 10.5383631 10.5770044 10.9642211 7.2343174 9.3843592 9.4415088 0.9331194 8.1832299 -1.8740845 11.5258721 11.9678557 10.2019407 4.8806806 8.7321983 7.9299241 10.3063240 TCGA-A3-3372 64 0 NA 735 kidney stage iii t3 nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 1 1 3 NA 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.31493728 10.34834995 8.10644935 -0.55173334 9.04442773 8.48900698 11.66801148 -1.55173334 0.69617191 4.61816229 10.27796069 9.03788899 11.40079716 8.75429962 11.68694119 10.24346583 11.97045160 9.40243419 3.49263515 10.33355299 8.56067751 7.25880909 10.76055363 NA 4.22959561 NA 0.03322916 10.16976432 9.68544789 7.50352047 3.09208901 9.18717463 9.22877757 9.88702972 11.14737654 10.65066791 9.36187536 6.30621849 8.88806892 10.56165454 6.36112792 11.32264301 6.51432744 10.43905095 10.86345153 2.77017361 11.54082989 9.95999063 10.20270789 10.84162834 8.49672478 5.37897626 10.44070538 8.42837734 8.19810710 6.22959754 2.03319391 9.57558746 8.97864411 0.44826666 6.42551805 7.94409298 2.69617191 10.96196554 11.83275187 6.12066298 12.56218758 13.75917015 10.96097839 10.74429373 15.40643943 8.88077979 10.18379391 5.50352047 9.25559279 7.75429962 6.75201930 2.15088457 9.40388782 9.79854179 8.59417006 9.31319777 8.40243440 7.73825645 9.65342032 7.19643098 12.14683406 10.81319325 1.90765983 11.55725236 10.32560262 7.62316380 NA 2.90767905 10.77971476 7.79475181 10.52003540 9.00857064 6.07759551 11.21124277 9.27319672 10.53633708 4.09209747 9.40896400 -0.55173334 NA 9.98497079 5.34305599 8.60179010 9.36187536 10.92549020 8.55806861 8.81346665 9.15904432 11.99236922 9.22220128 9.45736672 12.42103824 2.44824023 11.83828728 11.43230027 9.96393775 8.23450755 10.35475275 -1.55173334 0.77019475 2.53570462 NA 8.95106961 13.84172893 5.47060519 11.84122608 7.54363507 9.01714413 3.80578772 6.52505406 11.44541738 11.33450604 9.84109192 11.86595333 9.58138006 7.66498408 10.94034142 5.86608949 7.50352047 1.77015246 0.03322916 9.86819813 13.33111974 9.33088103 10.70090332 9.76338751 7.21972709 10.90099394 7.99705977 9.71477853 8.11712307 9.85124994 5.36710193 10.83664270 9.52972141 9.32091289 11.61047187 11.88767925 10.61816293 9.08667392 8.17365515 3.74689317 11.01429196 8.93808580 11.06363769 10.14867766 8.55152563 NA 8.85974877 11.36280990 10.83490608 8.22643002 11.30407970 9.22055246 11.74801833 8.76112102 10.24589943 11.32628881 9.52104053 7.86448642 5.81456068 6.91991328 10.98788140 -1.55173334 9.78251128 9.53171734 7.98739648 12.71069984 9.74630050 8.43265631 10.43407982 10.00282683 9.50758238 10.45548248 8.52237948 10.64022243 8.74744581 1.77015246 11.95243619 7.23940091 2.14867384 3.40243568 3.87450191 10.75771427 6.96787410 10.36372894 7.29350843 5.42551637 -0.55173334 0.03322916 10.65860487 9.93205364 11.53950800 11.58890793 8.26041527 9.74687335 6.24583409 12.24214599 10.97204489 11.85709836 8.88599007 10.07166226 11.62300761 NA 7.56458166 2.44824023 -0.55173334 10.06845773 9.67103289 8.22959754 8.77691297 8.88390821 14.49393360 14.19616862 7.03695273 11.13823589 11.94982635 10.52638871 -0.55173334 4.28112699 -1.55173334 -1.55173334 8.71853322 14.39635415 9.57235917 8.91074016 11.85935164 NA 8.93708216 9.10222034 9.25075437 9.38045262 8.01429168 11.28488007 10.15387030 10.73479564 10.50487558 8.25236882 11.31145628 9.20395995 5.32745384 7.92836144 9.81346681 0.339660 0.322290 -0.388500 0.709830 0.338690 -0.410800 -0.020687 -0.035448 -0.051451 0.050085 0.050085 0.082332 0.059514 0.311140 0.339660 0.339660 0.314090 -0.402020 -0.402020 -0.402020 -0.388500 -0.011611 0.709830 -0.014090 -0.023703 -0.410800 -0.396190 -0.396190 -0.020687 0.351040 0.351040 -0.017529 -0.017529 -0.028081 -0.019314 -0.393190 -0.051451 0.050085 0.000 0.000 0.342 0.342 0.335 0.335 0.000 0.000 0.345 0.679 0.000 0.000 0.000 -0.401 -0.401 0.000 0.000 0.340 0.340 0.333 0.333 0.342 0.000 0.322 0.322 -0.402 -0.402 0.000 0.000 0.710 0.710 0.000 0.000 0.339 0.339 -0.411 -0.411 -0.399 -0.399 0.000 0.000 0.000 0.000 0.342 0.342 0.335 0.335 0.000 0.000 0.345 0.679 0.000 0.000 0.000 -0.401 -0.401 0.000 0.000 0.340 0.340 0.333 0.333 0.342 0.000 0.322 0.322 -0.402 -0.402 0.000 0.000 0.710 0.710 0.000 0.000 0.339 0.339 -0.411 -0.411 -0.399 -0.399 0.000 0.000 2.355129 12.164629 8.660126 13.166236 10.887030 NA 1.448214 9.924478 10.889885 2.840564 7.849117 1.448214 9.235324 11.234099 7.428378 7.998985 6.169338 7.660126 8.352120 8.687837 10.998023 10.034609 5.402436 8.006659 10.185063 11.095696 7.189705 NA 12.662102 8.347595 11.575142 2.535705 6.196430 6.861866 9.604953 11.195382 10.73681565 10.80303826 7.24589967 NA 10.28901587 9.56717902 3.30621849 11.19138931 5.09209324 9.94858187 9.83302162 6.01809333 6.22959754 10.69438470 6.63806225 13.07634165 8.96196562 10.63280340 13.32465894 12.15678298 8.47034204 9.07485969 9.25075437 6.19643000 9.46156069 8.99126985 5.84911857 3.87450191 12.66134213 9.68723972 10.13210973 5.92397158 3.25559137 9.95900213 9.49604344 12.98624492 10.61691002 12.42103824 9.63620843 8.27796058 7.56059956 9.03507757 10.56458185 15.00430982 11.86595333 12.44568204 13.64253308 11.37712635 1.90765983 10.48578484 10.27875307 10.77607124 9.37675639 9.32091289 8.56847566 10.00138722 12.92333800 10.94259353 11.20145468 4.09209747 5.26841568 6.81892595 13.76156952 10.65799587 13.00138719 7.32840297 0.03322916 NA 10.61440103 12.42076902 12.02032822 8.08667392 11.06156696 11.1122407 13.3732359 11.9704516 10.3335530 7.0104800 11.5696095 10.7905904 5.9639388 10.8367935 15.5380744 6.3611279 7.2905884 13.1748515 8.7371040 11.9768141 10.7237805 0.7701948 13.1532763 6.9896057 6.9117623 10.6350146 10.4197815 9.3062189 9.9659073 8.2636213 9.5691238 7.1135734 12.1907579 10.2755806 10.9066446 10.1620540 10.1599049 10.1386724 11.6610383 2.4482402 10.0647868 8.5684757 13.4073343 9.3774962 9.5062296 9.7633875 9.4458339 12.6637709 3.6181682 8.7645193 4.4926351 11.3628099 10.5775210 11.0855420 12.7106998 10.7451541 9.4601641 10.6402224 10.1581833 10.6010488 6.8660907 9.6770566 9.4298053 -1.5517333 -0.5517333 1.0332292 10.2555928 11.8471098 10.2543848 5.1624840 8.9370822 7.6206656 10.8660904 TCGA-A3-3373 54 0 NA 1621 kidney stage i t1b n0 m0 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 1.456549e-06 3.81477e-07 10.1053334 10.4385675 8.3018935 1.1894767 11.7953965 9.0745250 12.0320991 NA 1.8053337 9.0215530 9.3051479 5.8547911 10.7261870 8.0720972 11.8847911 9.9964064 10.9158830 9.3618815 5.0842727 10.1316020 7.7266725 6.9105528 11.1850446 NA 4.9443431 -0.2256662 NA 10.0720971 9.8609951 6.8512318 1.7744181 8.4989306 9.6555305 9.5535888 11.0282641 10.7566972 9.7105637 5.3891262 2.0963293 10.7066313 6.3940253 11.5347207 7.7516967 10.4200750 11.2220164 2.9968045 11.1681645 9.6565502 9.8137926 10.9135415 8.0781973 9.0412030 11.0557072 9.3533301 7.7286131 7.6282458 0.9968226 9.5666647 8.2460917 0.9968226 6.3442728 9.4474310 2.2769135 9.0910751 9.6339513 5.8476663 13.4365872 11.2836967 11.3151904 10.1392808 14.9771271 8.2090449 10.7956279 4.0223412 8.7478748 7.0781978 6.6692337 1.0769695 8.7602585 9.9384855 8.8105903 9.3155132 8.7593097 8.0128212 9.5125088 6.9642415 13.2543652 10.8846824 NA 11.5598690 10.9246314 7.6468352 NA 4.0720972 12.6966912 7.1083174 9.9691734 8.0857863 8.6892999 11.4543365 9.6863079 12.4967758 2.1894451 9.4568261 -1.8104601 NA 10.6895490 6.0536392 8.1275636 10.4299473 9.6606212 8.6662002 8.7450020 8.3442724 12.2847901 9.3360227 9.8763923 12.3978409 2.4373876 11.2713203 10.7583602 9.5806976 10.0458796 9.9605308 NA 0.5113668 3.8333152 NA 6.7169306 13.2291871 7.3989078 14.1545845 8.7421231 9.2027767 3.7440427 5.9309218 10.5228890 11.7199823 10.2504877 12.4359772 7.9122618 8.7921529 10.4477257 6.1950779 4.1894530 -1.8104601 NA 9.1378214 13.0706636 9.3328373 9.8596677 9.3835952 9.1802672 10.6636670 7.3593788 9.7588303 12.3579695 8.8178995 5.8968143 10.1095390 10.8256255 9.6209516 10.9978150 11.7363485 10.8393838 10.1198219 8.5989830 2.7701948 11.4127016 9.1978826 10.2504877 9.2083497 12.5369370 1.8899018 8.5871287 11.6730179 9.1187052 9.1051765 11.8426350 9.1566803 11.7248510 8.5644936 10.3952473 11.1735164 9.9867103 7.9962616 4.8041620 6.3693635 11.0169952 -0.8104601 10.8796703 8.4242717 7.6051958 11.9468441 9.4852229 9.5951275 10.5788166 10.3315611 9.5546829 10.5526854 8.9036996 10.0132194 8.3315610 2.7130139 11.0264906 8.8662926 2.6488796 9.5612307 2.8333152 11.4850795 6.3290052 9.9893145 5.8773541 4.6157164 NA 0.5113668 10.9353384 10.1436504 11.3310823 10.1194522 9.5287473 8.8855436 6.6514651 11.6393765 10.4713841 11.3880526 9.4308414 9.4242715 11.4928068 -0.8104601 7.6772940 0.7744181 -1.8104601 9.9092707 9.1566803 8.3404706 8.3964682 9.1638688 13.5963234 14.6770115 NA 10.7402009 12.4328512 10.1246191 -1.8104601 4.1667315 -1.8104601 2.8899018 8.0812379 14.6350186 7.1724475 8.8864215 12.3331562 NA 7.7986325 9.0611514 10.1138954 10.1964814 7.5873852 11.9886345 10.3915779 10.7697127 9.6564431 7.3915779 9.8351125 8.2187415 4.3792813 7.5833167 9.0435433 0.02346400 -0.00245620 0.01842100 0.00790100 -0.00134820 -0.49598000 -0.00425540 -0.00511360 -0.02023800 -0.08232300 -0.08232300 -0.08232300 -0.08010500 -0.48814000 -0.48814000 0.02346400 -0.00245620 -0.51195000 -0.51195000 -0.51271000 -0.51271000 0.01199600 -0.01526000 0.00823370 0.00823370 -0.50246000 0.00503460 0.00503460 -0.00425540 0.00520330 0.00520330 0.00392310 0.00392310 0.00142440 -0.00051683 0.02010100 -0.02023800 -0.08232300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 -0.487 -0.487 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 -0.487 -0.487 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.000 0.000 7.465579 12.311797 9.300590 12.885335 9.719860 NA 1.511367 9.260246 10.735384 1.189477 9.955569 4.318736 9.168879 12.199895 7.006437 7.435007 6.960944 6.781910 7.490950 8.695266 7.636538 9.087299 3.615722 9.105333 10.032983 11.024123 6.677294 10.844761 11.667718 7.845879 11.871548 3.917374 6.937647 7.025504 7.019177 11.073243 11.0423737 10.7252154 7.9887358 -0.2256662 10.3093679 9.0636669 4.3792813 10.5579606 6.8583391 10.1440139 9.4248700 5.3792779 7.2953621 10.5906002 7.3891262 13.7707724 9.7271577 10.3031962 13.6004353 11.9454891 8.6240822 8.9156724 9.6863079 8.9401612 9.6178142 9.1451040 4.7593103 7.1724475 12.9294983 9.0270819 10.5900667 4.9036987 2.2769135 10.1469189 10.1724476 13.4781039 9.1142665 12.3978409 8.7791051 8.7564596 5.8495215 9.1253559 11.1308685 15.4025108 12.4359772 11.7953965 12.9822444 10.9753152 1.3593525 9.6782984 10.4809126 10.3621941 9.2568885 9.6209516 7.8689343 10.0694201 13.2224899 10.3005897 11.2128619 2.0963293 2.8333152 5.4468418 13.3531843 11.8510095 12.2573926 6.3341124 NA NA 11.3227568 12.6206252 11.1262337 7.5181291 11.3718485 11.275258 13.631037 10.915883 10.131602 5.484074 12.132060 10.849896 4.875957 10.195429 15.916869 6.394025 8.091829 12.969004 9.617291 11.805888 11.069994 2.889902 14.484218 5.485359 6.456241 9.236285 9.752650 9.754556 10.426664 9.335386 8.991970 7.284851 11.813907 9.316804 10.828795 10.189454 10.493805 10.075532 11.367496 2.944334 10.166376 6.297978 12.259114 9.815619 7.549204 9.383595 9.648189 12.862708 3.774418 8.941835 5.759310 11.673018 10.412853 11.120746 11.946844 11.424122 9.732486 10.013219 10.606779 11.159409 5.924164 9.544254 9.043543 1.189477 7.605196 -1.810460 10.421575 10.157977 9.968353 2.713014 7.798633 7.868934 10.730309 TCGA-A3-3374 51 0 NA 1314 kidney stage i t1b n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 32.58.0 2 2 1 NA 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.17124549 11.08201774 9.52385733 8.75579458 8.58006707 2.98761192 9.08695781 5.96489069 2.57257442 1.98761192 7.30049351 11.52822250 2.79495645 10.52203456 10.35966985 7.04830595 0.57259868 5.13735597 11.21733021 10.80619233 11.45292144 10.74208009 9.31403960 8.61607387 6.05294620 8.89299718 11.38875632 10.06709496 9.73496393 8.93305384 8.49342158 1.79497724 8.67760796 NA NA 10.71765560 4.57257442 9.66621033 8.20919746 10.42588212 12.39872381 14.16280877 0.98761192 7.71892941 6.36264872 9.64582160 0.98761192 4.03200384 1.30952547 NA 7.23078423 13.88119606 8.33412398 8.71212388 10.75123750 NA 9.33965362 9.50373353 10.19034621 9.82287097 7.76896965 11.81812533 10.90759073 11.69410611 8.84714475 5.34516215 10.25556718 8.73580308 2.87318323 8.50048898 10.34955393 -0.4492100 -0.4189100 0.4220200 0.3982800 0.4074500 -0.0077571 -0.4655600 -0.4445400 0.4244100 0.0000000 0.0164360 -0.0104630 -0.0104630 -0.4419900 -0.4737400 -0.4613000 -0.4062700 0.4258800 0.4258800 0.4258800 0.4108700 0.4018200 0.3810500 -0.4576700 -0.4646100 -0.0434150 0.4292400 0.4292400 -0.4657800 -0.0073217 -0.0073217 -0.4711900 -0.4711900 0.4139400 -0.0172950 0.4104700 0.4244100 0.0000000 -0.475 -0.475 0.000 0.000 0.411 0.411 -0.471 0.414 0.429 0.000 0.000 -0.445 -0.445 0.410 0.410 0.424 0.424 -0.442 -0.442 0.433 0.433 -0.466 0.442 -0.435 -0.435 0.411 0.411 0.407 0.407 0.381 0.381 -0.458 -0.458 0.407 0.407 0.000 0.000 0.429 0.429 0.000 0.000 -0.475 -0.475 0.000 0.000 0.411 0.411 -0.471 0.414 0.429 0.000 0.000 -0.445 -0.445 0.410 0.410 0.424 0.424 -0.442 -0.442 0.433 0.433 -0.466 0.442 -0.435 -0.435 0.411 0.411 0.407 0.407 0.381 0.381 -0.458 -0.458 0.407 0.407 0.000 0.000 0.429 0.429 0.000 0.000 8.1525171 12.5382367 9.5160642 8.3799276 7.8268141 NA 0.9876119 9.7973783 10.4393364 1.7949772 6.2637349 9.0347340 9.3916872 14.3554685 6.9706041 8.9876102 7.9762949 8.9505060 7.5725729 6.6741103 5.6600358 9.4904420 6.1675185 11.0657609 10.6192419 11.9001252 11.7541390 4.9876119 9.6653297 11.8073900 12.9209946 2.6880460 6.6600358 8.9064734 -1.0124608 10.6000179 9.51215181 10.62015099 8.38421476 NA 9.10914374 9.68196801 10.48894976 7.71553032 1.30952547 10.24558717 8.48546185 6.43882179 5.43055291 8.35174492 6.46334290 12.76661123 12.51117207 8.26140576 12.80639199 13.90516867 7.61331874 9.20435595 9.23435066 9.52385733 9.82208114 11.48770505 6.60966190 11.78587937 12.03115010 8.39912109 7.36264960 3.51117704 1.98761192 11.46764294 7.66356735 13.14377222 9.10525326 12.88081682 7.83935939 9.59678889 5.57046597 11.36346411 8.78040033 13.89130370 11.46720600 11.16035010 12.52810145 10.22840145 1.98761192 9.88847690 8.61878705 10.61878714 8.48745580 7.53064199 4.91834807 9.79978737 13.10021251 9.32076536 11.08892926 3.63146520 5.55746523 5.83310008 14.02912681 11.74145363 11.57538764 6.80139150 -0.01246084 NA 10.45826900 12.31922688 8.71507105 5.44704023 9.77795865 12.13115277 12.08761532 8.49738523 11.79978741 3.84559041 10.88129088 5.61696634 5.60232028 9.66003548 10.85140925 5.71553100 5.05369786 12.59840196 6.41387499 11.44755394 9.70614303 1.79497724 13.35003343 6.46860287 7.37992761 6.69496931 8.91982481 10.87749427 9.13099340 9.35720756 9.43262499 8.87939394 9.59494037 8.01274967 7.41387499 11.17124549 10.87292516 10.67586038 10.95951284 2.30952547 10.49044187 -1.01246084 13.16595362 9.63506853 6.12716069 9.18605504 9.44320444 13.03822404 3.23554327 9.97629475 9.29935846 10.01965577 11.63551821 9.21161189 12.49849789 12.35570727 9.44088079 8.75579458 10.14242824 11.14554436 8.06175136 9.86795899 9.62604610 3.79496684 9.31773142 NA 11.47268470 10.77509648 6.70185536 -0.01246084 9.33965362 7.89149210 9.53546863 TCGA-A3-3376 51 1 1696 1070 kidney stage i t1a n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 68.55.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 1.352509e-06 3.81477e-07 10.236469538 10.149897223 8.833161759 8.304042784 10.755726326 9.205170594 10.992489318 -0.425075022 -0.717145091 6.552267930 11.632867320 7.695658425 11.621543995 8.376966228 12.154540015 8.095934439 11.088057963 8.390905381 6.373729983 10.639731133 9.263238679 9.298364826 11.957935668 NA 5.497819910 -0.425075022 -2.009843833 10.496829316 9.935469766 7.493851447 4.835514849 8.023448874 9.716243983 9.946402047 11.481503195 11.029801742 9.660682124 6.529185334 4.884842094 10.479873814 5.056115270 11.219145101 7.769745297 10.092657787 10.958692628 4.497823102 12.502642879 9.707273879 10.362074663 10.634783466 8.015165242 -0.009989098 10.756287689 8.622302988 8.361802567 8.699109814 -2.009843833 10.314206406 9.056114999 1.990010902 7.316455324 8.602894427 4.199476046 9.918174067 9.356894505 7.282347131 10.877960377 12.481440580 11.014299843 11.310262289 15.384312697 8.814984538 9.027572922 5.790925785 9.901792341 7.574988535 8.677401474 2.311968051 9.087399722 9.699971286 8.845672885 9.640628881 9.017931927 7.714539523 8.874959530 7.650022058 12.807359310 10.593188571 NA 11.863854418 10.183427956 7.789307360 -2.009843833 2.382335243 11.131654043 8.224843403 10.757589606 6.908888546 7.284646456 11.000553936 9.333211491 10.685221494 4.978712747 9.456612126 NA NA 10.182010411 7.066841564 9.215835825 9.688296475 10.188470903 8.521407282 8.893907609 9.758210220 11.605001349 9.699109641 9.784035561 11.897010372 2.797386577 11.973766773 11.632641703 9.945675732 7.386630771 10.680896852 -1.009843833 1.574973403 4.481880140 NA 7.734859978 13.329005918 7.623021102 11.581665098 8.447406866 9.123167991 5.169933016 6.728117791 10.137548863 11.429337325 9.920023931 11.392533006 10.564382837 8.593652185 10.630270766 7.991433978 5.810204006 1.690461795 -0.009989098 10.162765928 14.025619703 9.458140813 10.085093179 10.585982640 7.961569504 10.575457939 7.578740253 10.372512068 10.155875065 9.186628069 6.797381389 10.460433063 9.403124750 9.739057225 11.463224257 12.020693003 10.562489245 9.800597420 8.701830416 3.519843797 10.776295501 9.194597066 10.341793326 9.629818682 9.859619731 -0.009989098 9.316455324 11.576513824 9.326498924 7.526894337 11.643542730 9.039874527 11.844602089 8.478870311 10.418124260 11.166043167 9.404711144 8.880898229 6.501778282 7.721344631 10.744287090 -0.425075022 8.898418488 9.646003665 8.418386045 12.534567758 9.720496002 8.221246827 11.289520098 9.786876641 9.915951064 10.482317196 8.782002553 11.001951953 7.907397854 4.347580623 12.020606789 9.549402914 3.237946061 6.711124549 5.704271639 10.588776277 7.177377677 10.960131783 6.198162123 6.006834334 NA 1.159952045 11.020865380 10.477614698 11.491365503 11.196735018 7.781188547 9.514097400 6.533521300 12.440012741 10.755519211 11.727695739 8.959412277 9.867309941 11.947490725 -2.009843833 7.998454474 -0.009989098 NA 10.303759176 8.470816250 8.663335012 8.280044601 9.234984319 13.493758449 14.968278256 3.944221271 12.219145070 12.329458353 10.515791383 -1.009843833 5.477625524 0.797345071 -2.009843833 8.491863115 14.147155650 8.731492823 9.495837443 12.610417543 -2.009843833 9.224244596 9.095855869 8.990729989 9.946765068 8.838648653 11.432710222 10.390104775 10.967663541 10.021382421 10.262655602 11.450481748 9.013087021 6.091003703 8.094991323 9.547968174 -0.00115970 -0.00456950 0.00499690 0.33593000 0.00458000 -0.00183630 -0.00664320 0.00708260 0.00097064 0.01209700 0.01209700 0.00563450 0.02090300 0.00701140 -0.00115970 -0.01215600 -0.00456950 -0.30733000 -0.30733000 -0.30733000 -0.00512270 -0.00507590 0.03344200 -0.00800590 -0.00653420 -0.02068700 0.00430210 0.00430210 -0.00664320 -0.00154220 -0.00154220 -0.00290910 -0.00290910 0.00000000 0.00319100 0.01530800 0.00097064 0.01209700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.543175 12.508249 9.350873 11.215083 10.372109 -2.009844 1.797387 9.609787 11.284647 2.690462 9.146741 6.529185 9.453550 11.664990 7.048017 8.498811 6.768104 8.753238 8.531123 8.859620 11.131973 9.866927 1.797387 8.726428 9.457631 10.732546 8.409986 10.846646 12.163547 10.139455 11.980280 3.119306 6.955810 6.998455 9.461701 10.993719 10.833947 10.901980 7.550359 -2.009844 9.567455 9.145476 6.275428 11.346615 4.784441 10.141994 9.438142 6.540773 7.743242 10.444325 8.214028 13.420413 9.796173 10.880480 13.534205 12.850046 8.816320 10.021038 10.242987 8.699971 9.815780 9.265568 5.449459 7.905905 13.282779 9.366151 9.704701 6.242692 2.237961 10.324858 10.515302 12.553222 10.259737 11.897010 9.842165 8.190924 5.719104 9.586216 10.289234 14.904236 11.392533 12.298080 13.425110 11.707167 1.159952 10.360441 11.342069 10.353887 9.502273 9.739057 7.926664 9.995300 13.122405 10.934555 11.714217 5.465759 6.023448 7.088058 13.609287 10.793955 12.736908 9.063043 -1.009844 -2.009844 10.378312 12.752512 11.724186 7.420478 11.434135 11.660682 13.374101 11.088058 10.639731 6.559882 11.056620 9.314769 6.781189 11.283497 14.760183 5.056115 7.712834 13.795128 8.464746 12.136754 11.112369 3.544609 12.826126 6.566246 6.697385 8.121510 11.169935 10.015858 10.012394 8.753238 9.122526 7.147373 12.244243 9.827654 10.484381 10.255055 10.435299 9.912982 11.804308 2.690462 10.487878 6.758210 13.120114 9.776296 8.038513 10.585983 9.680888 12.792037 5.209196 9.094625 7.053421 11.576514 10.670385 11.133569 12.534568 10.453295 10.154304 11.001952 10.950571 11.190005 7.028945 9.816177 9.845284 2.944221 2.722838 NA 10.228132 10.881101 10.345377 5.764813 9.224245 7.849561 10.296657 TCGA-A3-3378 60 0 NA 630 kidney stage i t1 n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 2 2 2 NA 2 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2371324 10.0630230 9.5125925 8.2892175 12.9872746 9.8139365 11.9477867 NA 2.2760202 6.9342428 8.6878264 8.1331967 11.1027008 7.7213487 11.9979667 8.5568302 12.0030866 9.2623157 7.6904332 10.0180789 9.0185975 6.9987551 15.4271829 NA 7.1427453 -0.4233328 NA 10.3294895 9.9342427 7.6045970 4.1616539 9.6687871 9.3816284 10.2675618 12.1729970 10.6183499 8.3448751 6.9209864 7.8317196 10.6998422 6.6956320 11.8545593 4.6427824 9.7509923 10.6946585 4.6427824 12.7118389 9.7824841 10.5493116 10.5948909 7.7264382 7.7365623 10.4570013 8.5809113 7.9754347 4.7264389 0.8986340 10.2631913 8.6681262 0.1616942 6.4895799 10.2402488 1.8986340 10.2662520 8.0705460 3.1002544 12.0523318 10.7463026 11.0160023 8.2115019 15.9592135 8.6319733 6.1235855 5.3181577 10.1654054 7.1877153 6.8850301 0.5766672 5.8895733 10.2317474 8.6561756 9.4079981 9.8311289 8.0904184 9.9823640 7.2349027 13.6418965 10.8824675 1.3840498 11.2216736 10.8453117 8.8758989 -1.4231393 9.2078677 9.8741802 7.4895799 11.2039966 9.2160314 8.0050507 11.1670439 9.1408402 10.6288988 3.5766914 9.2960795 NA -1.4231393 9.9652462 4.1616539 9.1235852 9.9603950 9.5745759 8.5148000 9.8162893 9.0432770 12.2033512 9.1139091 9.7873621 12.9313534 1.8986340 11.5408168 11.3444614 9.1522301 8.5582581 10.6868478 -1.4231393 1.8986340 2.0361165 -0.4233328 7.7162419 12.7283416 4.6852169 9.0665386 8.3415624 8.7059738 4.6852169 6.9903184 9.3605076 11.5424750 10.4284398 11.6983586 9.3759723 11.7043627 10.3202630 2.1616620 5.7466164 1.3840498 -1.4231393 10.3572306 13.6464762 8.4455132 11.0481120 9.6045968 7.2736585 10.2295358 7.2060473 8.3286363 8.8758989 8.2892175 4.6641528 10.5389325 9.9924325 9.3735416 12.1773006 13.3000317 10.8272853 11.0717962 8.3379925 2.1065158 10.7277073 9.4888317 10.2866362 9.0914047 12.2672344 -0.4233328 8.0113190 11.4820778 11.6904215 7.4798498 10.9765027 8.4562739 11.3572306 7.8736071 9.8269892 11.7027499 9.4245312 8.3387903 5.7861441 6.1616539 10.4158946 -1.4231393 10.7739074 8.1672776 7.6535065 11.6791586 10.3282349 8.5879181 10.6551751 11.4018483 8.9342428 10.5234253 8.8328995 10.5261528 9.5525387 -1.4231393 11.0000693 4.3315762 0.1616942 6.8574610 1.8986340 10.9087273 4.6852169 10.6280799 6.6963069 6.2977894 -0.4233328 1.8986340 11.5641324 9.8376103 10.9076076 11.1893289 8.0217057 10.6327357 6.3482466 10.9209867 10.3678536 11.1180294 9.4408768 9.6481532 12.5895771 -1.4231393 8.3775906 0.5766672 NA 10.1973688 9.2952237 8.7059738 8.8246183 9.5997520 13.1724727 12.2430257 2.5766914 7.6982240 12.2129755 10.1639996 -1.4231393 5.2183821 0.5766672 NA 8.5308870 14.4072802 9.2579292 9.2446892 11.0810132 NA 9.3299075 9.2378096 9.1849455 9.3349139 7.7590852 11.6302773 10.3783991 10.6956318 9.8258042 7.3872626 10.9432862 8.8115083 5.4592119 8.6139633 9.4260959 -0.00387790 0.00000000 0.00346870 0.00166420 -0.00207840 -0.00553750 0.00097064 0.00374650 0.00374650 -0.04983000 -0.03517900 -0.03517900 -0.06464800 0.00485790 -0.00069303 -0.00387790 0.00000000 -0.35703000 -0.35202000 -0.35202000 -0.35202000 -0.00207840 -0.01133500 -0.00207840 -0.00207840 -0.00553750 -0.00383770 0.00306300 0.00097064 0.00083195 0.00083195 -0.00387790 -0.00387790 -0.35339000 0.00485790 0.00666530 0.00374650 -0.04983000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.352 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.353 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.352 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.770216 11.410174 8.998755 11.374960 10.012882 -1.423139 2.898615 9.846986 10.555759 6.036123 10.310553 7.390472 8.792224 12.905296 7.927630 9.466195 6.227743 7.880471 9.784315 8.741598 9.353946 10.006620 7.629259 9.008188 9.924312 11.060003 7.080517 2.161662 12.034713 7.565376 12.024121 4.068542 7.938635 7.138933 8.048366 10.848737 10.4443557 10.5952387 8.0422569 NA 11.2603433 9.2675618 6.0196352 11.0675417 5.8986195 10.4996467 9.7200739 6.9120810 6.3775906 10.2371324 7.5879177 13.7005697 9.7590851 10.2245989 13.5183345 12.1513623 8.6878264 9.7824841 10.0899249 9.4623871 9.7516165 9.6760385 6.0113190 5.9076070 12.7307968 7.5879177 7.5653755 6.0361230 1.5766672 11.1980558 10.1066093 13.1680962 10.2119554 12.9313534 9.6278997 9.0453149 6.8760368 10.7766697 10.2714839 16.7321613 11.6983586 12.6910838 11.9342428 11.2866361 2.2771218 10.7671328 8.8997454 12.2357947 9.5496705 9.3735416 8.2544103 10.0519176 12.9489437 12.3758712 11.4805707 4.5990559 6.6373871 6.9690077 12.7927189 11.4424241 12.8056597 6.1987417 0.1616942 -0.4233328 11.8192695 12.5833675 11.6166156 7.2169359 11.0620169 11.1068532 13.3159440 12.0030866 10.0180789 7.7415978 10.4221809 13.0502697 6.3840464 10.7885790 13.8565918 6.6956320 4.9165387 12.1926284 8.5250580 11.6523370 10.9544435 2.0361165 14.0262263 8.0176842 7.7615659 8.4778291 9.9566105 8.8246183 10.1696149 8.0904184 9.0237740 8.0884432 13.2303196 10.6400858 10.1129380 10.1724145 9.9919043 9.6904330 11.4553165 4.0685418 10.6763673 3.8620943 12.6417054 9.6727471 8.1597735 9.6045968 9.9159006 12.5754575 8.7162423 8.0134025 2.5766914 11.4820778 10.6377243 11.7899469 11.6791586 10.6852152 9.5272467 10.5261528 10.7665153 10.7020591 8.0463328 9.8649800 9.5639547 3.0361165 0.5766672 6.8340791 11.1946173 12.1677350 9.3440475 4.1002544 9.3299075 8.0705460 9.8487373 TCGA-A3-3380 54 0 NA 567 kidney stage i t1 n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA NA hispanic or latino 32.58.0 1 1 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1.005712e-06 2.427581e-07 9.8944317 10.5414782 7.0566800 1.1141671 13.0682405 8.4230806 11.9791253 -0.4707288 2.1742146 7.8076524 10.5929350 8.2706700 10.6703521 9.3056359 12.1772233 9.7907101 10.8255456 8.3039898 4.5735987 10.3497807 8.1420713 6.8955256 10.4706173 NA 5.6377262 -1.4707288 -1.4707288 10.3113821 10.2643357 8.0625324 5.6991268 8.6455468 9.8862049 10.1309736 11.0265557 10.3060471 9.9380633 5.3365583 5.7959903 9.9721464 5.2973859 10.9385938 6.3039907 10.5100565 10.8364036 3.1141671 10.8963446 9.5543425 10.0503125 10.5841462 8.1420713 7.7604239 10.5792182 9.5824501 8.1640139 6.2016280 -0.4707288 9.1649210 8.0990585 1.8511194 7.2807466 8.7971599 0.5291713 10.9242014 8.5543425 6.4599398 10.3765773 11.6756124 10.8117122 10.9306158 15.6872997 8.6991279 9.9523187 4.9886347 9.7489764 8.0895358 7.4209868 2.7899796 8.9428309 10.4611038 9.0310400 9.7325509 8.0488389 7.8823496 8.4315778 6.9845301 13.5230700 11.1399970 -0.4707288 11.9147957 10.4240054 7.7842318 -1.4707288 2.6991296 12.2917925 8.6520307 9.6846536 5.7091114 8.4643681 10.8315562 8.9053283 13.2816279 3.6584857 8.9783515 1.3365690 NA 10.0765794 6.4480667 8.9300824 9.3268645 11.6135130 8.4848527 8.2279076 9.4920989 11.9946481 9.5756448 9.9607005 12.0565577 4.1439158 10.5036891 10.5400806 10.7833457 8.5858406 9.5093425 1.3365690 2.9215125 5.6166665 0.5291713 7.7842318 14.0354794 9.9773191 11.0300448 9.0605843 9.3015175 3.4834031 7.5515706 9.6357658 10.6199769 9.6053504 11.2406462 9.4435880 8.4569806 11.0016399 6.4179453 2.6991296 0.8511194 -0.4707288 9.2253010 14.3958781 9.6429450 10.6783148 9.5460112 8.6100205 10.7251902 8.3902898 10.2027327 6.4480667 8.7959893 6.9762857 10.4987297 9.7441291 8.3887376 11.2569106 12.0431772 11.2250836 8.3871837 9.1420621 2.9754651 11.5137993 8.9354079 9.8312705 9.9004350 10.7598238 -1.4707288 8.2706700 11.5246167 11.2803012 7.9828647 11.7281083 9.0478560 11.1574205 6.7239599 10.6016704 11.7177917 9.6565523 8.1957462 5.4717175 7.2261704 10.1319017 0.1141005 9.7818683 9.0039229 7.0799498 13.3510267 8.8249718 8.5515706 10.8432195 9.8437860 10.1649210 10.7266776 9.1402278 9.8723886 8.4026471 1.8511194 11.8186454 8.3171055 3.8146017 7.4420926 3.8146017 10.7800934 6.6272347 10.0285505 6.4254744 4.9554663 -1.4707288 1.5292213 10.4469478 10.5848242 10.9881221 11.5904053 8.7471605 8.2468793 6.3485511 10.8729438 10.9266101 11.4026470 8.7604239 10.0079725 10.7667116 -0.4707288 7.7652171 -0.4707288 0.5291713 9.8539459 9.8415186 9.4577213 8.3918403 9.6878125 11.9731824 14.7741055 5.1874154 11.6778383 11.7551634 10.1300450 0.5291713 4.6377262 -0.4707288 -0.4707288 5.7288756 15.3844364 9.7109763 7.2121977 11.8265490 NA 9.0449028 9.0743219 9.7171734 10.2126362 7.4179462 10.9599168 9.7824595 11.5856712 10.3513753 8.0230585 10.5054090 9.1207252 5.9236650 8.7564699 10.1694478 -0.2620300 0.0152960 -0.2599800 0.7591000 0.0045837 0.0034687 -0.2769100 0.0157270 -0.0096806 -0.0774070 -0.0699370 -0.0926100 -0.0926100 -0.2712900 -0.2620300 -0.5725900 0.0231450 -0.5647500 -0.5647500 -0.5647500 -0.5647500 -0.5685400 0.0134920 -0.2677600 -0.2674500 0.0034687 0.0206230 0.0206230 -0.2769100 0.0000000 0.0054139 0.0088920 0.0088920 -0.0096806 0.0026357 0.0273570 -0.0096806 -0.0774070 -0.277 -0.277 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 -0.565 -0.273 -0.562 -0.562 0.000 0.000 -0.267 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.277 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 -0.565 -0.273 -0.562 -0.562 0.000 0.000 -0.267 -0.267 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.1585592 12.0571685 8.8998904 13.0944240 9.7109763 -0.4707288 2.1141671 9.7495812 11.2752972 1.6991074 9.4156615 7.2503022 9.5543425 12.4904717 6.9215208 6.9804138 7.2296427 8.8734989 7.4775705 8.7983295 9.4673121 9.5494884 2.2296494 8.4480659 10.0503125 10.5966372 7.5708621 5.4480651 11.5877020 9.2494472 12.1328083 1.3365690 7.4599406 7.6113517 9.6186533 10.8845540 9.8795895 10.2481638 8.0369978 -1.4707288 10.3035781 8.3203655 4.6991296 10.5467073 4.0527637 10.0468723 9.9316820 5.6991268 7.2773953 10.0809112 7.8420857 12.9011156 10.5453147 9.9385938 13.5141553 13.5976873 6.0837920 8.9449445 9.7699942 7.6298651 9.5536500 9.0885800 5.8511319 6.7580220 13.5738104 9.8471806 9.7789090 6.0130178 4.0527637 10.0170429 7.6584857 13.0384212 10.1762116 12.0565577 9.5584902 7.3589254 7.4047371 9.0809110 10.0914453 16.2667671 11.2406462 11.4931827 14.7961541 10.6549392 1.3365690 11.0871452 10.4639994 10.3461865 9.1132257 8.3887376 8.2622180 9.8878541 12.9034952 10.0654501 11.5622800 5.5292025 5.4717175 6.2639133 14.7832217 10.8508492 12.5057670 6.1802553 0.1141005 -0.4707288 9.9145261 12.6651526 10.9539019 7.8006657 10.9330138 11.5306111 12.4409693 10.8255456 10.3497807 6.3301030 11.1560526 12.1869679 7.5735972 9.6507364 13.4357360 5.2973859 8.4495556 13.2920396 9.2907541 11.4045683 10.5925979 2.5291963 14.4109860 6.3026060 6.4420926 8.1988674 10.2130747 9.1420713 10.7081789 9.1315491 9.3691940 6.3493812 11.5747919 9.8266924 9.3668308 10.7676076 10.7125281 10.1207252 11.2259531 3.6584857 9.7883577 9.3138376 12.4898221 8.3236187 7.8533832 9.5460112 9.6626276 12.6685943 5.4480651 9.4413436 6.1141650 11.5246167 10.3758685 10.9147957 13.3510267 10.9985903 9.4057197 9.8723886 10.9881221 11.3189403 5.6991268 9.5952920 9.6693936 3.2296494 5.4619476 0.1141005 10.6103534 11.5383684 9.0200538 3.8867550 9.0449028 8.0644782 10.3365578 TCGA-A3-3382 69 0 NA 574 kidney stage i t1b nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 2 2 3 NA 2 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7111174 10.7142063 8.0151374 9.8320025 11.7688699 7.9072284 11.0159720 NA 0.9262272 4.5332705 9.2489344 8.3441725 10.9661702 8.5332682 11.8867194 8.9629998 11.6349271 7.9016996 1.6752740 10.1545623 8.1244362 6.4500746 13.6582916 2.1347138 6.9881700 NA NA 9.5609837 9.3591592 7.5456518 4.1015492 9.1560775 9.8551965 9.5625078 11.0126305 10.6844161 9.0073239 5.0328414 9.2630649 10.3370655 6.7627501 10.7831582 4.5821766 10.5885508 10.6685796 2.6752966 11.1676412 9.8357891 9.3989482 10.3485964 9.0600712 5.5332674 9.8748125 9.5129152 8.1968878 2.6752966 1.6752740 9.5784159 8.3809199 1.8452291 6.1671411 8.8593941 7.9514118 10.0084426 8.8058580 3.2602515 12.4743220 10.9235114 10.3899621 9.5285969 15.7167647 7.8250345 6.4301749 4.5821766 8.8364193 7.3155318 7.1830815 1.2286648 9.7653997 9.3361745 9.0740309 9.5270363 8.9029033 8.0761668 8.6338399 6.7251358 13.3331640 11.4513090 4.6976571 11.2758972 11.0532732 8.4745691 NA 9.6525672 11.9894457 7.6837161 10.6980019 9.4591041 8.8288394 11.7327714 10.2202517 12.5484680 3.1347138 9.6724667 4.4301715 NA 9.9267696 6.1347179 8.7574363 9.3765938 10.8889991 8.8908203 10.0481524 7.8401944 12.2088093 9.8288394 9.4276680 12.4314266 2.5821706 11.4349633 11.3538875 10.2583700 11.0729619 10.5313238 NA 0.6752740 2.6752966 NA 7.3046443 14.5329282 3.8045699 8.7319252 8.3652853 8.8301054 4.3477153 5.9881711 12.0322894 11.0204153 9.8804696 11.8964152 8.8551965 9.8651118 11.2486978 2.6752966 5.5579308 5.6865145 0.6752740 10.4209616 14.4624757 9.1109575 10.4276680 9.2260340 7.3895324 10.1641317 8.2337079 9.1218228 4.2602515 9.0050836 5.3617894 10.2394368 10.3450582 8.9836264 11.2305954 12.8961190 11.2588402 9.3326057 8.7294440 6.3424694 10.7752925 8.8439594 11.1558251 9.9836264 9.5456520 -0.3246357 8.7534381 11.1054785 9.9515514 7.7755030 11.7358144 8.6060246 11.6947043 7.7994086 9.3903913 12.2734562 9.7474200 8.8625651 5.4954649 7.5518044 10.6773991 -1.3248164 11.3399568 8.9432445 6.5456518 13.2655235 8.9420737 7.6837161 10.4484265 10.8420780 8.7877269 10.6048120 8.4680774 10.3477126 8.8058580 1.2602666 11.1810989 4.5081751 1.8452291 10.8423918 4.1015492 10.9291348 3.1347138 10.6001480 8.1173184 5.2602515 -1.3248164 -1.3248164 10.8971765 10.3388454 12.3662674 11.6331149 8.0867981 10.0519445 5.8197423 11.1005032 10.3472706 11.2809983 8.9926999 9.9841951 10.9864680 NA 8.2489347 0.6752740 1.6752740 9.7720024 9.9023015 8.7759496 8.5548705 8.8663464 13.1710799 12.9148858 6.7574367 10.5689681 12.0512770 9.6229243 NA 3.7196763 -0.3246357 2.9232062 8.0633045 15.4856832 10.0973520 8.6752874 11.7150632 NA 8.5911666 9.3235369 9.5317129 9.6632619 7.6781022 11.2984829 9.9664580 10.8767986 10.0282797 9.0151374 11.1039092 9.0262266 4.6564563 8.0132216 9.9267696 0.8562100 0.3201200 -0.4529700 0.8504200 0.4287300 -0.0213730 0.0029133 -0.0453640 0.3785800 0.8544200 0.8544200 -0.3251900 -0.3251900 0.0079175 0.0080572 0.8595700 0.3201200 -0.4529700 -0.4529700 -0.4529700 -0.4529700 -0.0092666 0.8534400 -0.4580700 -0.4580700 -0.9650200 -0.4740600 -0.4585700 -0.0027707 0.0000000 0.0000000 -0.0067813 -0.0067813 -0.4656800 0.4223400 0.4600700 0.3785800 0.8544200 0.000 0.000 0.000 0.000 0.424 0.424 0.000 -0.466 -0.447 0.422 0.422 -0.455 0.000 0.444 0.444 0.431 0.431 0.000 0.848 0.435 0.435 0.411 0.435 0.453 0.320 -0.453 -0.453 0.000 0.000 0.853 0.853 -0.458 -0.458 0.425 0.425 -0.439 0.000 -0.455 -0.455 0.854 -0.325 0.000 0.000 0.000 0.000 0.424 0.424 0.000 -0.466 -0.447 0.422 0.422 -0.455 0.000 0.444 0.444 0.431 0.431 0.000 0.848 0.435 0.435 0.411 0.435 0.453 0.320 -0.453 -0.453 0.000 0.000 0.853 0.853 -0.458 -0.458 0.425 0.425 -0.439 0.000 -0.455 -0.455 0.854 -0.325 8.037231 11.556210 8.354767 10.705265 10.727516 5.084677 1.845229 9.605285 10.619326 2.134714 8.319144 2.582171 8.846464 13.249526 7.472949 8.097352 6.311912 6.282618 8.275200 8.795525 11.648626 10.049783 5.773319 8.243243 10.213476 11.175631 6.375728 4.629485 13.063170 6.956058 11.560576 3.482642 6.927953 7.151021 8.632389 11.445538 11.5746442 11.0025592 7.6781022 -1.3248164 11.5431452 8.5791692 3.6294849 11.0106777 4.4826418 10.1434022 10.0311889 6.2221824 5.9514106 11.1688926 7.1428933 13.0966947 9.9955238 10.5002461 12.7634958 12.6969614 8.5821777 8.5836800 9.6258432 8.8835215 9.4376693 9.1388117 5.3895324 5.5821766 12.8836741 8.1182310 8.6089781 5.2752008 0.2602666 10.6948780 10.0151374 13.4006536 10.1140791 12.4314266 9.6703479 8.3809199 8.0192282 10.0713568 11.0366829 15.4713523 11.8964152 11.8242405 14.3365365 11.2987116 5.8452115 11.0206926 9.3477126 11.9009466 9.3308181 8.9836264 8.4664501 10.3222959 12.5632694 10.9876030 11.1007629 5.4826418 4.4826418 5.1015534 14.8457020 11.1887682 12.4730501 5.4826418 NA -1.3248164 10.0782993 12.9225473 12.1067549 7.0804285 11.1148585 10.745408 13.061015 11.634927 10.154562 7.643954 12.532977 12.280072 4.289997 10.064919 14.218651 6.762750 5.495465 12.550045 8.652567 11.823923 10.558694 1.845229 12.754105 8.272390 6.198850 8.117588 9.668226 9.142893 9.656141 8.063304 8.687647 7.692096 11.497858 10.559458 10.149500 11.140343 10.286773 10.691747 11.103647 1.260267 9.823764 9.387814 12.680376 8.953737 8.766723 9.226034 9.371768 12.408303 4.134722 8.306465 7.835159 11.105478 10.468078 11.098928 13.265523 10.429757 9.742049 10.347713 10.373124 11.117635 6.476187 9.353007 9.794877 NA 0.997184 NA 11.065994 11.651056 9.684416 1.482642 8.591167 8.267744 10.603806 TCGA-A3-3383 52 0 NA 861 kidney stage i t1 nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 32.58.0 1 1 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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-0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.460 -0.043 8.964232 11.045011 8.638027 12.629973 8.371484 NA 2.689657 10.027282 11.309663 2.689657 8.592537 6.689660 9.488402 11.652074 8.708324 8.509839 6.497015 6.093383 8.782417 6.812057 9.975062 9.824086 2.564134 9.231402 9.446505 9.742228 6.993441 3.426627 10.315977 8.511965 12.606905 4.390097 6.453425 8.168092 9.329905 9.953320 8.9023588 9.7101769 8.8189429 1.1046721 9.8120565 8.1187179 5.1490927 9.0603474 2.4266136 10.1855149 8.6321744 7.1921606 8.3854681 9.2171369 7.0933816 12.4358943 11.3688467 9.2932863 13.1341572 12.2943675 5.5309634 8.8309154 8.9375874 9.4721122 9.1545460 10.3478714 6.3043705 3.1047057 13.3784201 9.6583266 10.2499927 6.6203973 0.1047392 9.7815359 7.0704816 12.7371247 9.2858495 12.2210413 8.4578442 5.7629095 7.8960556 10.1721317 10.8236583 15.7372951 11.1011285 10.1131260 13.6045433 9.4808227 3.0115851 12.0510554 9.2000943 10.3549958 7.7557489 7.3335159 7.6243334 10.5377611 12.4007532 9.5945454 10.6702755 3.7485578 7.6821259 6.2746232 15.8994565 11.3811126 11.7083237 7.5804304 NA NA 10.7819766 12.7329151 10.5530098 7.3431022 10.1326033 11.577388 11.193154 9.450103 10.204045 7.347871 11.096573 9.916072 5.924877 8.810330 13.400137 6.444548 6.233980 12.260464 8.755749 11.172468 8.934420 2.104706 13.892090 7.364206 6.666940 10.053086 9.701819 6.244250 10.095510 8.096729 9.030993 3.962679 11.913461 9.155906 7.274622 11.373824 10.485158 9.125677 10.656406 3.192163 9.534104 9.240407 12.258476 6.471020 8.362085 8.058894 9.105557 12.626788 3.748558 8.945475 3.805138 10.554362 10.276500 10.160658 13.759166 10.906406 7.777122 8.929656 11.004054 10.821088 6.192161 10.272115 9.617438 4.962679 1.912037 0.689657 9.329905 12.949166 8.522550 4.314153 6.666940 8.323866 9.991918 TCGA-A3-3385 46 0 NA 1993 kidney stage i t1a n0 m0 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 1 2 3 5 3 2 NA NA 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8.01520874 9.47079267 7.68406199 8.60323131 9.31304514 6.83328860 13.77414074 11.20158026 NA 11.46575821 11.23696581 5.11290443 NA 1.39867872 12.21073705 7.88448925 10.07020106 7.67245575 7.04971135 11.43449010 9.91337414 13.35751313 2.56859156 10.16560297 -1.60121185 NA 10.12572961 4.12657646 7.56356696 8.70927271 11.47480759 8.86626572 7.95708056 7.32347275 11.97415439 9.07108528 9.83537162 12.16404976 -0.01639526 11.05640720 11.37522416 10.28511874 10.48943405 10.19185686 -1.60121185 2.39865136 4.07108475 NA 8.28892420 14.14839856 7.10601952 13.11617582 8.53051714 9.84574328 3.82492057 6.84987169 11.12828077 11.51305311 10.26129738 11.11410729 7.59833245 7.54586492 11.10321220 4.25664084 1.72058492 -1.60121185 -0.60143072 9.46407621 14.07260397 10.66690959 9.99578142 8.90942421 5.95324894 10.48014352 7.66544678 9.76596017 13.61108043 9.24415021 6.10601952 10.31022059 11.20601495 9.09996658 11.70657234 12.42501058 11.45326436 9.75235823 8.97536164 2.09909318 11.52568709 9.08516065 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0.000 0.000 0.000 0.000 0.000 0.000 1.2060180 11.9981080 9.1240264 12.7779707 10.6501425 NA 2.4861222 9.6129792 10.4783714 -0.6014307 8.9779759 8.4821392 9.1008326 11.0481408 5.5585309 6.7518065 6.9378187 7.7995394 7.0316554 9.2228232 10.3397076 10.2252085 2.3055620 8.5407670 10.5623097 11.0413887 6.1734473 2.6465774 11.5169523 7.2283829 11.5875085 -0.6014307 8.1451746 8.0657715 9.2433659 11.2537232 9.6995846 10.4596936 7.6418343 -1.6012119 10.0812158 9.1154794 4.2813051 11.0476916 7.0956280 9.6406432 9.7273349 5.8416033 5.5585309 10.3036709 5.2934772 13.2909657 10.2040009 10.1514588 12.2482606 12.9664973 8.1248781 7.8395295 9.0280165 6.6794308 8.8945149 8.8395291 3.4430496 1.3986787 12.4731360 7.6886790 9.8043334 3.3986650 NA 9.9290663 9.8980077 12.8804595 9.8498712 12.1640498 10.1282808 8.8080510 5.6538769 6.0568718 10.3734331 16.1360724 11.1141073 11.9170673 13.9474519 11.0732937 -1.6012119 11.2506042 9.0577641 9.7600556 9.1282808 9.0999666 8.3205009 9.6430239 12.5771693 9.4293272 11.4170324 0.9836047 6.5835356 6.3470278 14.0956773 11.9131275 12.6422060 8.3514013 -1.6012119 -1.6012119 11.8483246 12.1130129 11.6074583 7.7250895 10.9793897 11.2148437 13.1620799 11.4879450 10.5983324 4.0133729 11.5541108 9.6495506 4.4861222 9.9985729 14.7412865 4.3055474 9.1502040 12.9482973 9.1518768 11.5282650 10.7069991 2.4861222 14.3066773 7.2275900 7.6250725 10.2698568 8.5822956 9.0842849 9.8364121 10.3393407 9.1423585 5.3873453 12.6487364 10.3622786 10.6117642 10.4234534 10.0055279 10.9955486 11.6307811 1.7205849 10.4213746 8.8280666 12.9838145 9.0506086 9.1808393 8.9094242 8.8202725 12.3998043 0.7206287 9.7030114 4.3986582 11.4243187 11.0562018 11.3442868 13.2664697 11.1504133 9.8657560 10.8107006 10.3492160 10.9672100 5.4754740 9.2196368 9.1171930 1.5685672 6.7736997 1.9836047 10.2052097 12.3516779 10.0921470 2.7205849 8.2252084 8.0261942 11.2995269 TCGA-A3-3387 49 0 NA 617 kidney stage i t1a n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 2 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115464e-06 5.201959e-07 10.67802471 9.93156857 9.64467775 NA 12.29052739 9.10274132 11.90291286 -1.61927055 4.63726825 6.97327834 9.47159576 7.59514109 10.77555242 8.59149317 12.27895077 9.72178448 11.21686818 7.80078215 5.67544336 10.40872778 8.78596308 8.05959809 13.60048191 NA 6.21371277 NA NA 10.08861230 9.84383518 6.87667656 3.77314184 8.74495658 9.38644626 9.95494219 11.57604018 10.42042629 9.81179692 6.84025298 9.09334889 10.16668294 7.54572903 11.12754604 6.80708697 10.28093382 10.46795304 3.55075294 12.55613741 9.84076565 10.19058992 10.36844109 7.66622400 7.57803826 10.08853465 9.08904364 8.11044259 7.46563007 4.55074679 9.93108762 8.84638832 1.70274619 7.08818083 9.65170112 4.13570723 10.17076295 9.68631352 5.20100254 12.01571335 10.49684080 10.93253006 10.14320385 15.65587322 8.44556450 9.13654388 4.72067247 9.73286528 7.99184663 8.16709143 1.44084592 9.79709147 9.41732512 8.93156842 9.23100872 8.39344623 7.65461741 9.20498506 7.16545676 12.51090964 10.91925322 -1.61927055 11.36861870 11.42368494 7.89257439 0.70274619 3.93541260 10.96836490 8.12060233 10.03321870 8.09334889 9.01653978 10.92892122 9.09334889 10.27837604 3.13571544 8.70500230 1.84024165 NA 9.92675157 7.65927097 8.17361218 9.43610415 10.70134034 8.22474261 9.62161309 9.30266268 11.75401728 9.25426594 9.73782380 13.37539620 4.68459996 11.31456223 11.14154174 9.71453626 9.28319696 10.17767255 -0.03416032 1.18814769 3.42521758 -0.61927055 7.83409239 13.87035619 9.55074679 11.28958966 9.20895833 9.23022679 4.59027265 6.43066998 11.16238642 11.17523765 10.47786631 11.64178245 9.45295448 8.26956527 10.78063376 7.44151751 5.64760808 1.70274619 -1.61927055 9.88116582 13.94088588 9.51845331 9.19139338 9.44219293 8.08299471 10.31045010 8.04260002 8.93346199 6.36381587 8.55199850 6.56569770 10.08571105 9.17361218 9.60542655 11.47934739 12.49627191 11.07016463 10.47291824 8.80817651 1.48010999 11.42896806 9.02197046 10.06819746 9.39662704 7.43610436 0.70274619 8.36524022 11.50445822 7.56306735 8.35770110 11.49749062 8.26040492 11.36417171 8.85959131 9.75965853 11.88352929 10.02962874 8.57243610 6.54572903 7.70049382 10.43372939 -0.61927055 10.63200832 8.76776204 8.09678366 12.40197529 10.25503471 8.75259841 10.67170461 10.07865813 9.23022679 10.63599203 9.05059257 10.40075992 9.21212913 2.77313129 11.00035401 8.23413148 3.80708697 9.35164666 4.54914547 10.71481570 5.74714299 10.30677295 6.68140288 5.06732034 -0.61927055 -0.61927055 10.62726547 10.00835565 11.10063836 10.81961366 7.74495624 9.23703711 5.99125652 10.87292531 10.32113541 11.35451916 9.03992578 9.87066972 11.87667682 -0.61927055 8.74823647 0.96576582 NA 9.91366465 8.86161208 9.44354263 8.83203300 9.50494310 13.52360694 13.27549747 1.96576582 11.02016248 13.78632893 9.81127434 -1.61927055 3.51010111 -0.03416032 1.70274619 8.16872426 14.41079913 10.01563276 9.09420835 11.81022851 NA 8.75586133 9.20941852 9.56321611 9.04526903 7.76883934 11.52929838 9.25349675 11.03187348 10.06030184 7.91415129 10.84791785 9.08039412 5.51175265 8.22092289 10.24848669 0.02216400 -0.00041585 0.31594000 0.63591000 0.15764000 -0.00346270 -0.01340200 0.00416320 -0.00691950 0.02862200 0.02604800 0.02604800 0.02604800 0.02216400 0.02216400 0.02216400 -0.00041585 -0.51918000 -0.51918000 -0.53075000 -0.55076000 -0.00443120 0.00000000 0.01164500 0.01164500 -0.09787800 -0.00912860 -0.00912860 -0.01340200 -0.00069303 -0.00069303 0.00513590 0.00513590 -1.01290000 0.17287000 -0.14451000 -0.00691950 0.02862200 0.000 0.000 0.000 0.000 0.161 0.161 0.000 -0.508 0.166 0.164 0.164 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 -0.203 0.000 0.000 0.000 0.000 0.000 0.000 0.158 0.158 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.161 0.161 0.000 -0.508 0.166 0.164 0.164 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 -0.203 0.000 0.000 0.000 0.000 0.000 0.000 0.158 0.158 0.000 0.000 0.000 0.000 0.000 0.000 6.684603 11.578960 9.018352 11.824413 9.786495 7.375175 3.081254 9.578653 10.624073 2.702746 8.990924 5.053246 8.685744 12.562673 7.621613 8.602409 6.060303 7.517813 8.586615 8.656946 10.706408 9.693705 4.213713 8.606029 9.899475 10.451949 8.204189 8.663910 11.597113 8.934451 12.265267 4.468284 6.965784 7.565697 8.035458 10.983057 10.3645280 10.1613616 7.8826589 -1.6192706 10.7755524 8.3906505 4.6476081 10.8686618 5.7731392 10.3211354 9.8371761 6.5755786 6.8524971 10.1382118 6.9807348 13.2851742 10.3623890 10.0976412 13.1519501 13.2182526 8.3328641 10.0269305 10.1002105 10.1881767 9.6811743 9.3885499 5.3466059 6.9122031 12.9942084 9.2839505 8.4984647 5.4031893 -0.6192706 10.2313993 10.0434901 12.8766768 9.7323131 13.3753962 9.4768780 8.2816885 6.8546091 10.7465975 10.4435425 15.0959928 11.6417824 12.2171681 13.9830277 11.3631024 1.3808403 10.3843397 9.3371980 10.8616120 8.8866334 9.6054266 8.0777894 9.9839844 12.6747245 11.2321805 11.6214581 5.9430633 6.3751750 4.5902727 13.8796744 11.3422715 12.6831751 7.3247431 NA -1.6192706 11.5823331 12.8005845 11.4423094 7.7206718 10.9021769 11.068635 12.936849 11.216868 10.408728 6.545729 10.875677 12.189082 5.540694 10.461639 13.405356 7.545729 8.221600 12.800821 8.615639 11.756269 10.328093 2.468297 13.231936 8.926114 7.329189 8.959704 9.880668 9.045269 9.881664 7.397630 9.036218 6.525480 11.349669 9.867154 10.360604 10.457303 10.059862 10.067322 11.218647 3.135715 9.897999 8.414245 12.446483 9.527390 7.543213 9.442193 9.529959 12.795111 6.510104 8.352365 4.773142 11.504458 10.456635 11.644531 12.401975 10.890349 9.245008 10.400760 10.941632 10.590619 6.815450 9.607234 9.816492 1.965766 2.081271 NA 10.796828 10.938185 9.424533 3.238802 8.755861 7.919981 10.156432 TCGA-A3-A6NJ 57 0 NA 468 kidney stage i t1a nx mx 19-3-2015 female 2012 NA yes 100 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.22.0 NA NA 2 2 3 5 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0843225 9.9253898 8.4681829 7.6444332 11.9935155 9.2879016 11.4645102 NA 2.3085939 8.0118042 10.3894555 7.5734669 10.6999761 7.8734060 11.8306170 10.7460835 11.0002926 8.7634574 4.6559299 10.2475553 8.9242018 5.9955184 12.6018837 NA 6.7447383 0.6786128 0.2636354 10.3188940 9.9212277 7.2293957 3.6328498 8.0731117 9.4964322 10.4645102 11.2315583 10.3152737 9.5689134 4.8079319 6.5490145 10.0715031 6.3080059 11.4602137 3.5855395 10.2153820 11.0487916 4.0709646 11.4571370 9.5162770 10.5551660 10.6218965 7.7897847 8.3790889 10.9346218 8.7132831 8.1195180 5.5241389 -0.3213872 9.8978176 8.2579648 0.6786128 7.5795158 9.7209925 2.6786579 10.4767158 10.7861932 3.8485779 11.2382508 12.4057187 10.7305377 9.7647854 16.3036587 7.8283961 9.6167583 5.1543807 9.8813852 6.9594201 3.5366249 1.0005770 10.1695000 9.8832203 8.6138141 9.9460211 7.1745043 8.1236641 8.8207562 7.4567265 13.4614938 10.4908264 -1.3212069 12.1367994 10.3402090 6.5366296 NA 3.0709732 12.4016700 8.2158674 9.2494536 9.4158964 6.3368600 11.5783836 9.3946110 12.2172261 0.2636354 9.3116443 NA NA 10.1001881 3.7661075 8.6870778 9.7527906 10.1894133 8.5241393 9.3686470 8.6182284 11.6647080 9.7161961 10.2593788 12.2193826 -0.3213872 11.2674035 10.6754756 9.8492001 9.8448121 10.0954466 NA 1.8485578 2.0005770 -0.3213872 5.4065707 13.5446240 9.1913897 12.6392846 8.8372589 9.7366409 3.7230452 7.2933585 10.5570832 10.6207971 10.0011406 11.8149241 9.7223600 9.0645116 10.9191423 6.0449711 3.1380772 1.0005770 NA 9.0996618 13.5177052 8.3598875 10.4443495 9.1982854 7.0184995 10.6196967 7.8258543 9.6250365 11.6786491 8.7567998 6.0362022 10.1534857 9.9790017 8.7051724 10.8149994 12.3663528 11.1098855 9.1143194 8.8158709 1.5797594 11.7447383 8.2100303 10.2997852 9.1624648 11.1581768 2.5855395 8.1604483 10.7497763 5.4889648 8.4514584 11.5247271 8.8783213 11.3916059 9.1122346 10.1649813 11.4738770 9.6437119 8.7163743 5.4730660 7.0752534 10.3816875 NA 10.0677426 8.0752540 7.2636119 12.7666919 10.4222213 9.1091017 10.2748389 9.9634733 9.4517883 10.7782303 9.3152737 10.0715031 8.3997483 1.2636354 11.4746887 8.0050788 2.3790941 7.9407441 3.7661075 10.5020164 4.7661128 8.9968076 6.0349684 5.1215915 NA NA 11.1804863 10.3851451 10.8441842 11.2713397 8.4665517 8.9437485 6.7974346 11.1906487 11.1096243 11.0471555 8.8523263 9.8207561 12.0070435 -1.3212069 7.9617373 0.6786128 -0.3213872 10.0869789 8.4730648 9.0460637 8.3911761 9.7480989 14.0575874 14.8358973 1.0005770 10.2480300 13.0652526 9.6828696 NA 4.3422774 0.6786128 -0.3213872 6.7501120 14.0231184 9.5288360 7.7366407 11.3583491 NA 8.4184299 9.1453781 9.8416697 9.4908264 7.7093161 11.6136299 9.8923610 10.9915320 9.0891003 7.7897847 9.7674373 9.4868089 4.7631406 7.9623396 10.0811283 -2.4938e-03 4.8579e-03 2.8969e-03 3.7166e-01 1.5255e-03 -3.7395e-03 -1.6629e-03 -2.9091e-03 5.5529e-03 8.0567e-03 8.0567e-03 8.0567e-03 6.4785e-03 3.2888e-03 -1.3862e-04 3.8854e-03 -1.4916e-02 -3.7535e-01 -3.7535e-01 -3.8235e-01 -3.8235e-01 6.9327e-04 -5.9522e-03 3.5299e-05 3.5299e-05 -3.7395e-03 -5.5444e-04 -5.5444e-04 -2.4022e-03 0.0000e+00 1.3863e-04 5.5459e-04 5.5459e-04 3.3359e-04 3.0522e-03 4.4411e-03 5.5529e-03 8.0567e-03 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.748770 11.946021 8.387733 11.869400 9.122629 NA 1.678658 9.838520 11.010716 1.000577 10.372136 8.530398 8.863524 13.983891 8.170502 8.772727 7.129860 7.763457 9.160449 8.164479 11.253479 10.103865 7.386008 8.674416 9.682870 10.109624 8.166489 12.776187 11.051514 9.075254 12.149666 2.848578 6.567392 7.150324 9.749441 10.635025 9.5497843 10.2785619 8.6167583 NA 9.9744180 7.9960616 6.0965022 10.5083718 4.3225051 9.8008300 9.4031629 6.0536892 8.0901601 9.8416697 7.2408915 13.1866295 10.3563688 9.7514517 14.2523259 12.6233612 7.3080059 9.0837904 9.2255437 8.4908264 9.5885423 9.3946110 6.7447383 7.2216809 13.1622130 7.8929684 10.3256577 4.3225051 -0.3213872 9.6130771 8.1705020 13.6734887 9.5907899 12.2193826 9.3216032 8.1864436 6.1772182 10.5881672 11.9032538 15.6216217 11.8149241 11.1551422 13.4207480 10.7793114 0.6786128 11.6982398 10.5877921 10.0848541 8.4031629 8.7051724 7.8978176 10.1695000 12.6459654 11.1896605 11.0411382 1.6786579 5.8182012 6.2560785 13.7041464 10.9703954 12.5930342 5.3790872 NA -1.3212069 11.5262937 12.7476792 11.2896462 7.6444332 10.8213944 11.6761814 12.5165726 11.0002926 10.2475553 8.3404274 11.1447255 10.5821544 6.6444332 10.0531453 15.4043710 6.3080059 6.4401998 12.6332644 8.9466063 11.3890250 10.4230625 3.3225051 14.1101467 5.9744651 6.1215936 9.2956115 10.0317959 9.5162770 10.4460060 8.4495110 8.8538494 6.9218231 11.4144166 9.8850530 9.8079320 10.6082774 10.7868468 9.2617318 11.1001880 3.7661075 10.1153606 8.4285185 12.7442293 8.7740461 8.2002493 9.1982854 9.7923327 12.3227307 5.3651501 8.9617373 5.6786494 10.7497763 10.4125118 10.9035552 12.7666919 10.9366262 9.3107355 10.0715031 11.0663972 10.5247624 6.0362022 10.2938189 9.5374071 0.2636354 6.8978176 -1.3212069 11.1725045 12.3689134 9.5960212 3.8485779 8.4184299 8.5083720 10.3243075 TCGA-A3-A6NL 49 0 NA 689 kidney stage i t1b nx mx 19-3-2015 female 2012 NA yes 90 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.22.0 NA NA 2 2 3 5 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4222876 10.1273423 8.3861751 3.7522990 11.6622994 6.3288670 11.6328365 -1.1056285 1.7973451 7.6016809 10.8098278 8.2386178 11.0807457 8.5016521 11.9494349 8.0261787 11.0545085 8.7600552 4.1422500 10.4493903 8.9069465 8.7382429 11.3279074 NA 6.5236780 -1.1056285 NA 10.4726946 10.0529317 7.7554090 4.0642448 8.0988932 9.5191175 10.2666428 11.2994634 10.3971537 9.9791303 5.5236780 5.1611097 9.9930120 7.4217989 11.1174186 4.9387139 10.4455495 10.4392863 2.7016821 11.6760914 9.1374958 10.7216646 10.3195378 8.0338734 5.0642448 10.5724466 8.5573998 7.9468899 4.7272125 -1.1056285 10.2072048 8.8383020 0.4793341 7.1183234 9.3047732 1.7016821 10.5359221 11.4139582 5.6222422 10.7016406 13.5293598 10.6842631 10.0748527 15.9700309 8.6625064 9.7491903 5.4942332 9.9784659 7.3121741 7.3981477 1.7681208 9.9738067 9.6625062 8.7445086 9.9359811 8.4622781 8.2496729 8.7646865 7.3578467 13.3341528 10.5649782 1.4792823 11.8029022 10.1737468 8.3901771 NA 3.1422500 12.1232909 8.5363735 9.8629888 6.9277448 6.4717500 11.6807958 9.6781386 11.3583188 4.1797260 9.0853811 NA NA 9.5399804 2.4792823 9.2072050 9.3578462 10.2083386 8.4527424 8.9550178 9.3791448 11.4326224 9.9617563 10.4090359 11.8466992 2.8012208 11.4305983 10.8342684 10.1261432 8.8368365 10.1528879 NA 0.8942939 1.4792823 -0.1056285 7.9277448 13.6663787 7.9304955 12.3200623 8.7413793 9.6666364 3.2866446 6.9496038 10.9516368 10.8357364 9.6264893 11.2790113 9.9724727 7.9550181 10.7800183 5.4641781 3.9387186 2.2162376 -1.1056285 9.5921582 13.6926925 9.0054575 10.5873732 9.7716060 8.0466067 10.3475926 7.7113056 9.8784555 10.8780281 9.3911757 7.3163865 10.4997551 9.1774103 8.8294871 10.8812305 13.0242489 11.2466413 8.8383020 8.9387160 3.2975876 11.6098550 9.1575912 10.2617367 9.3881773 9.2026609 -0.1056285 8.7754358 10.8109478 9.1480512 7.5098043 11.4856105 8.7754358 11.1276420 9.0866147 10.1499407 10.9651137 9.4169035 8.2463435 5.0841451 8.1517097 10.1546535 NA 9.6558731 9.2844908 7.3372651 12.8745508 9.7000658 8.1517097 10.9076446 9.8331663 9.3132286 10.7232398 8.9291208 10.3871765 7.6188355 3.2866446 11.7099054 8.3720802 2.3537467 7.1231406 4.6756805 10.2866393 6.6691090 11.0770266 6.2906695 5.8012130 NA -0.1056285 11.0720529 10.6243674 10.9424682 11.8246897 8.4923744 9.1900908 6.3491565 12.6757841 10.6765011 11.2052187 8.7800184 9.6542101 11.5108708 -0.1056285 8.1774101 1.2162376 NA 9.9462106 8.7554087 8.9644428 8.3680275 9.5209435 13.6209126 13.9546379 8.0491401 11.2170951 12.8401315 10.3047733 -1.1056285 3.7016821 0.8942939 NA 7.3205867 14.6609544 9.4998014 8.4178837 11.6791612 NA 8.9441706 9.0615518 9.5300401 9.2855654 7.6756819 11.1228400 10.0427985 10.8783843 9.6233222 8.3268640 11.1401717 9.3111193 5.2928075 7.9854930 10.0779573 -0.00436230 0.00069327 0.00346870 0.50773000 -0.01724300 -0.00857660 -0.00503900 0.00986690 0.00694350 0.01656500 0.01656500 0.01656500 0.01516800 0.01000600 0.01000600 0.01126100 -0.01710000 -0.52849000 -0.52849000 -0.52849000 -0.52849000 -0.01271300 0.49320000 -0.00642640 -0.00486230 -0.02019200 0.01279500 0.00337250 0.00000000 -0.00124730 -0.00124730 -0.00912860 -0.00912860 -0.00097017 0.00638710 0.00694350 0.00694350 0.01656500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.493 0.493 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.493 0.493 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.563207 12.244985 8.810201 11.445069 10.079197 NA 1.701682 9.927745 11.250210 2.981780 9.261737 7.556100 9.282339 13.584866 8.193530 8.486779 6.888675 8.282339 9.168117 8.425704 10.864068 10.211169 4.566748 8.736672 9.557880 10.481631 8.417884 12.274648 11.666430 8.833901 12.260764 4.179726 6.441216 7.225239 9.002847 10.605989 10.474109 10.397651 8.227477 -1.105628 10.232501 8.693604 6.916689 10.716893 4.960410 10.043434 9.268275 6.649209 8.269361 9.738243 7.445069 13.079585 10.270447 10.059229 13.556823 13.070651 7.247469 9.536374 9.561433 7.960411 9.461327 9.298718 5.635789 4.752304 13.131607 10.020381 9.327907 6.516375 3.353747 9.825059 8.858663 13.251668 9.894322 11.846699 9.425703 7.688738 6.669900 11.501883 11.470806 16.157188 11.279011 11.584102 13.542623 10.983110 1.216238 11.115003 10.420821 10.198673 8.913913 8.829487 7.905549 9.941446 12.690260 10.618409 11.205207 3.594764 6.161108 7.260644 14.097185 10.593894 12.691375 6.752303 NA NA 10.119529 12.554095 11.583861 7.618835 10.526863 11.594545 12.905811 11.054508 10.449390 7.008064 10.688332 9.927056 6.295201 10.508111 14.758170 7.421799 7.813185 13.509741 8.795189 11.505116 10.441699 1.894333 13.553314 6.535579 6.523678 8.784769 10.756184 9.431540 9.890795 8.410022 9.012978 6.992354 11.797827 9.902751 10.019089 10.801964 10.340888 9.375112 11.332074 3.064245 9.949604 4.622245 13.372546 8.615421 8.013263 9.771606 9.806740 12.376752 4.960410 8.971137 4.216253 10.810948 10.555111 10.583883 12.874551 10.659608 9.550747 10.387177 11.142249 10.579701 5.949605 10.028106 10.040254 2.594764 4.704767 NA 10.354778 11.698263 9.763916 4.752304 8.944171 8.163448 10.234172 TCGA-A3-A6NN 78 0 NA 3 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.22.0 NA NA 2 2 3 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7072719 10.2101026 8.1344813 5.6916598 11.9700585 9.3956391 11.9051520 -0.3851488 2.3514587 6.9002473 10.4867504 8.0135890 11.1322684 8.6523922 11.6392922 10.4512900 11.2219419 9.1578769 3.8627688 10.5366861 9.3178836 6.8722328 11.4430589 NA 5.5455823 -1.3853373 -1.3853373 10.1540039 10.1226397 7.7049577 3.5690414 8.3013457 9.6316534 9.5675863 10.8863082 10.2743950 9.9745947 5.7847709 8.9311266 10.1789946 7.5573595 10.5426230 5.1998058 9.8903877 10.5385440 3.5217418 11.8954709 9.3504011 10.2198615 10.5806294 8.0050142 8.3896322 10.7812059 8.2127857 8.4445677 6.4027478 -0.3851488 9.9025575 8.7972394 0.6148512 7.2623035 8.7389664 5.4852111 10.3376527 9.7415496 5.9811677 12.0601510 10.3520924 10.0316426 10.3888085 15.6891434 8.3630379 10.5179737 5.0071641 9.4493162 7.6482684 7.5777407 3.7755247 10.1588436 9.4686147 8.9855326 9.8388469 8.5748470 8.4852098 9.1559417 7.2694811 13.3137125 10.7042956 0.1997509 11.9538600 9.7789349 8.5602889 NA 5.0411115 11.4002975 8.4759320 10.1300521 8.3680620 6.9591407 11.0606360 9.1723087 11.4261435 2.8627688 9.1723087 -1.3853373 NA 9.5914092 3.0742828 8.5646720 9.4157449 10.6306086 8.4836675 8.7784948 8.6316533 11.3739115 9.5949848 10.4149361 11.9703339 -0.3851488 11.3708072 11.1156870 10.3385061 8.2332304 10.4011147 NA 0.9367416 2.3152764 NA 9.2934452 13.6923285 4.5217355 10.9438005 8.6996537 9.4759320 2.7847762 7.0114498 11.3357306 10.6455123 9.7272845 11.2506743 9.5381726 8.1403661 10.8086784 5.8145171 5.3962040 1.4221792 -0.3851488 8.9412745 13.2235042 9.3230669 10.8689880 9.3453152 8.4805782 10.5536896 7.9767886 10.0803553 10.4354230 9.9088914 6.1384070 10.5047711 10.3663892 8.6372128 11.5697684 12.2545250 10.9800739 9.6687710 8.8030878 2.3263360 11.4850171 9.2414667 10.2757324 9.6392922 9.1932178 2.0742657 9.5262371 10.6735133 10.5328474 8.9908292 11.2300149 9.1016800 11.3380794 9.2487485 9.9507937 11.3299491 9.2359812 8.2961715 6.5806294 7.3863342 10.1181740 NA 10.7642747 9.5051093 7.5719475 12.8787011 10.1006744 8.2423791 10.8909695 9.3100733 9.6633320 10.6953995 8.9311266 10.3867472 8.8956159 2.8627688 11.6826156 9.1559417 3.1384049 4.3152836 4.5455854 10.6606048 4.9723986 9.7872726 6.8374463 5.6916598 -0.3851488 0.1997509 11.0753010 10.5799079 11.0063572 11.4905944 7.7721918 9.5148892 6.4647189 11.4950025 10.9432396 11.3619891 8.6385995 10.0178571 11.7591847 -0.3851488 8.3945643 0.1997509 NA 10.0966445 8.9083167 8.3427654 8.3376527 9.5307245 12.7758195 14.2308770 7.9254577 10.7145217 11.5316576 10.3558906 -1.3853373 4.7441288 1.1998137 NA 7.5277342 14.5670403 8.6755411 8.1540039 10.9356457 NA 8.3863346 9.2601162 9.5617513 9.5455825 7.9293833 11.2801810 10.0252964 11.0342787 10.0629201 8.8568282 11.4266211 9.3680618 5.7463934 7.7950526 9.6274697 0.0057526 0.0000000 -0.5953900 0.6138900 0.0114000 -0.6053500 -0.0334840 -0.0215100 -0.0339500 -0.0691980 -0.0691980 -0.0691980 -0.0691980 -0.0045299 0.0011093 0.0057526 0.0000000 -0.5874500 -0.5904900 -0.5904900 -0.5904900 0.0146090 0.6220600 0.0054139 0.0054139 -0.6053500 -0.0022168 -0.0022168 -0.3203100 0.0019418 0.0019418 0.0012481 0.0015850 -0.0088635 -0.1549000 0.0102680 -0.0339500 -0.0691980 -0.232 -0.232 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 -0.585 0.000 0.000 0.614 0.614 0.000 0.000 0.000 0.000 -0.605 -0.605 0.000 0.000 0.000 0.000 -0.232 -0.232 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 -0.585 0.000 0.000 0.614 0.614 0.000 0.000 0.000 0.000 -0.605 -0.605 0.000 0.000 0.000 0.000 7.236897 12.366389 8.541141 12.873706 10.312682 NA 3.138405 10.146714 10.872463 1.614851 8.852055 4.369732 9.240554 12.766813 7.850859 8.281956 7.244202 7.998549 8.911761 8.523238 10.296083 9.899669 3.258700 8.724676 9.930561 10.936491 7.678240 2.702303 11.539658 8.742840 11.946167 3.422206 6.642751 7.450895 10.613788 10.656162 10.560289 10.407229 8.297840 -1.385337 10.295644 9.140366 5.154004 11.002862 4.784771 9.989341 9.421395 6.597838 7.527734 10.099164 7.352938 13.021914 9.585670 10.023706 13.177028 12.330700 7.280181 9.172309 9.328232 8.265897 9.751836 9.325652 6.322204 6.945762 13.293005 9.637906 10.303532 6.569041 1.199814 9.833408 8.530724 12.620119 9.399480 11.970334 9.070172 8.332521 6.601824 11.038224 10.104693 14.518609 11.250674 12.081941 13.594002 11.379717 1.614851 10.483282 9.067086 10.325221 8.781008 8.637213 8.240554 9.966889 12.532310 10.875177 11.024758 4.900249 5.794754 7.352938 14.136611 10.804978 12.709335 6.222175 NA NA 9.988254 12.555159 11.808354 7.867510 11.002862 11.706611 13.056298 11.221942 10.536686 7.834013 11.434625 10.675879 6.648268 9.944641 14.307647 7.557360 6.789771 12.989997 8.110700 11.667753 10.516466 2.784776 13.936174 6.061184 5.936772 9.826879 10.267242 9.808986 10.178518 8.768397 9.352202 7.150121 11.842010 9.826733 10.399071 10.807754 10.307025 9.758228 11.769821 2.521729 9.880460 9.696329 13.415352 9.195104 9.741550 9.345315 9.560135 12.454738 2.074266 8.998550 5.592125 10.673513 10.495959 11.081686 12.878701 10.843063 9.887475 10.386747 10.793510 10.947086 7.106698 10.245112 10.000168 NA 1.199814 2.422206 10.523988 11.431831 9.995847 6.435023 8.386335 7.952467 10.541141 TCGA-A3-A8CQ 59 0 NA 3 kidney stage i t1a nx mx 19-3-2015 female 2011 NA NA 90 kidney clear cell renal carcinoma yes 9 NA black or african american not hispanic or latino 387.18.0 NA NA 3 2 3 5 2 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5945826 10.4537007 7.8531866 0.2858165 10.6767499 5.3129592 11.6512755 -0.2990277 1.5608617 6.5463914 10.7497293 8.5018018 11.1195451 8.4740409 11.8340441 9.5226759 11.1659581 9.3073072 4.3156097 10.4769237 8.3100806 6.5018022 9.7757123 NA 6.3302590 0.2858165 -1.2990277 10.2745491 9.9805125 7.8172459 3.0932221 7.7009016 9.5138813 10.4822616 10.4802109 10.2067134 8.6137913 5.7232691 1.0228294 10.0379662 7.2047276 10.3987382 0.7008836 10.3302586 10.5444304 2.5082512 10.9989645 9.4381491 10.3293474 10.9641711 7.6609037 6.3803814 10.5742845 8.6269903 8.0562529 8.8632933 NA 9.9547494 8.7521110 -0.2990277 6.3519534 8.6738818 3.9103585 10.6763916 10.9167382 6.9535679 11.5235863 13.0391508 10.6828259 10.1541725 15.6530744 8.3891520 8.7037171 5.2707569 9.9787705 7.5114736 7.3838961 2.7435365 10.4624531 9.8359378 8.5557702 9.9897680 8.3591135 8.0932195 9.0115146 7.1229667 13.0442264 10.9143099 NA 12.0835259 10.0361247 6.7615978 NA 3.0932221 12.1512110 8.6478081 9.6107949 8.5758833 7.1521134 11.7399923 9.8055006 12.8520509 4.5835432 9.1806822 NA NA 10.2288675 5.2400624 8.8569851 9.6738816 9.8870162 8.5114736 9.2535710 8.9793515 11.3576507 9.9291193 10.5046294 12.6991397 -0.2990277 11.6857262 11.1849695 9.7770495 9.6565518 10.1982548 NA 0.7008836 1.7008836 -1.2990277 7.6017686 13.2894409 9.6838955 13.1699713 8.6448819 9.4822616 3.7009057 6.8708270 9.2688580 10.8211398 9.7128279 11.6838706 9.7989339 7.2244638 10.4330693 4.3156097 6.4013420 -1.2990277 0.2858165 9.7683362 13.4630244 8.2477965 10.4997786 9.6279391 6.1102922 11.1687622 8.1562292 9.6672343 12.8274451 9.7405065 5.3733280 9.8325402 10.0529454 8.9416932 11.2783307 12.1953825 11.4688794 8.4904354 8.7880465 4.0766361 11.2198009 8.6448819 10.1877369 9.5873607 11.0063937 NA 8.7857104 10.9659309 11.2674317 9.0711317 11.6503639 9.0035410 11.7133518 7.6952554 10.6404811 10.9330230 10.0126502 8.7077608 5.4822610 6.9488298 10.1092316 NA 9.4549544 8.6167811 7.5114736 12.6979049 9.5728071 8.6810416 10.8149696 9.5154844 9.5896452 10.8766386 8.8820542 10.4330693 8.3943890 4.0932221 11.9685664 8.5942033 1.0228294 7.3908998 4.3733280 10.5432523 7.2400605 9.9296125 5.4075703 5.1102922 NA NA 11.0972391 10.4666023 11.1140009 12.0752622 9.0205741 9.4339935 6.4775316 12.1804296 10.7374190 11.1662132 8.8795667 9.7575397 10.8860870 NA 8.0183143 1.2858756 -1.2990277 10.0250825 8.7830509 8.7857104 8.4185783 9.7322585 13.4550587 14.6579813 1.8708184 11.2629058 12.5204823 9.7763810 -0.2990277 6.6597448 1.0228294 NA 7.5495252 13.6879438 9.3803821 8.4220013 11.7382773 -1.2990277 8.4920647 8.8891197 9.5322092 9.6017687 8.2535710 11.2683827 10.1134717 10.4309474 9.8301850 8.6092944 10.6246008 9.2849249 5.0357559 7.9731118 10.1198086 -0.00249380 0.45990000 0.01670500 0.00333420 0.51741000 -0.00027724 -0.00027724 -0.00553750 -0.00443120 0.01391100 0.01391100 0.01391100 0.01391100 -0.00335810 -0.00335810 -0.00249380 0.45990000 -0.55497000 -0.55497000 -0.55497000 -0.55497000 0.01502800 0.00917050 -0.56117000 -0.56117000 -0.00482920 0.00722170 0.00722170 -0.00027724 -0.00512270 -0.00512270 0.00541390 0.00541390 0.00000000 -0.00926660 0.00858620 -0.00443120 0.01391100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 -0.555 0.000 0.000 0.000 0.000 0.000 0.000 -0.561 0.517 0.517 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 0.449 -0.555 0.000 0.000 0.000 0.000 0.000 0.000 -0.561 0.517 0.517 0.000 0.000 0.000 0.000 0.000 0.000 6.8506494 12.3821403 8.7135264 12.1009808 10.0496301 NA 2.0228294 9.8676926 10.7793863 -0.2990277 9.7561843 7.6434161 9.2516488 12.2237286 7.2283791 7.4423688 6.2554913 8.1786604 7.6695690 8.4773349 9.2007478 9.9635841 2.2858756 8.7696802 9.4989848 10.0534971 8.7232698 -1.2990277 11.3042964 8.6980813 12.0661089 4.4013438 6.6434161 7.1060436 4.8094247 10.3452088 9.8204916 10.3040646 8.1313544 -1.2990277 10.2293560 8.9594679 5.5210822 11.0614747 4.6316398 9.9729485 9.5704958 6.6724451 6.9582894 9.7683362 7.0975065 13.2263004 9.8340442 10.2769138 13.8643550 12.5512841 7.4591250 8.7923374 9.9387094 6.6952547 9.3537469 8.7534698 4.2858608 1.7008836 13.4755860 8.3626798 9.5098660 5.3302572 3.2244571 10.1546870 8.5226761 13.3354861 9.7452960 12.6991397 9.4632840 8.0092408 6.2718962 9.3447582 10.9532716 15.5443446 11.6838706 11.5546013 12.4569369 10.9547494 0.2858165 11.3808218 10.5190846 10.0617489 8.8795667 8.9416932 8.5557702 10.1997511 12.7405064 9.7294987 11.2882059 3.8708283 6.4356119 7.2244638 13.4705326 11.0368505 13.0842012 7.4723911 NA -1.2990277 11.4226419 12.3114654 11.5347783 7.5743460 11.0043973 11.6347769 12.8914211 11.1659581 10.4769237 6.0228294 10.7969582 9.8531868 7.1521134 10.1987537 14.9338083 7.2047276 3.9863017 13.3088436 8.6824694 11.4217874 10.4666023 0.2858165 13.3008728 6.4072253 5.4822610 8.2153199 10.2468317 9.8601425 10.3781811 9.0035410 8.9188597 5.3302572 12.2135189 9.8956587 9.7093304 10.6107950 10.1715608 9.0160514 11.0471386 2.0228294 9.8727041 2.1603394 13.2188960 8.7452962 6.7232691 9.6279391 9.7229576 12.3875118 1.2858756 8.9369161 6.9909208 10.9659309 10.4532826 10.5953408 12.6979049 10.7939893 9.4237095 10.4330693 11.1089662 10.8310863 5.0228294 10.0867643 10.0781124 1.5082765 6.1113965 0.2858165 10.2091919 12.2492711 9.8764514 4.5588799 8.4920647 7.8931947 10.2877417 TCGA-A3-A8OU 74 0 NA 0 kidney stage i t1a nx mx 19-3-2015 female 2011 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 387.18.0 NA NA 2 2 3 5 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6311231 9.5383833 8.6476617 8.7681896 10.4996322 8.1258871 11.8792646 -0.2992052 4.3711964 6.6607575 10.2179326 8.8918147 10.6596705 8.1865847 11.9223424 10.2257867 10.8871761 9.2125081 2.8706804 10.3282892 8.2534244 7.3344771 12.7374596 NA 7.4951715 0.7007948 NA 10.5415332 9.9253601 7.3660914 3.2243182 8.0516946 9.3607512 10.8473240 10.9271675 9.9457138 8.9976715 5.6894389 5.5833987 9.4124223 7.2125081 10.1090851 3.2243182 10.5653284 10.4192882 3.0930700 11.3846272 9.2866569 10.5978445 10.3332963 7.5145365 3.0226874 10.5963723 9.3881310 8.0757947 6.8656628 1.0226874 9.9223425 8.3678668 1.2856981 6.8092794 9.8820443 -0.2992052 11.0738924 7.6432696 5.3154648 10.9267911 15.4915625 10.4577286 10.3048453 16.5075630 8.6922772 8.5257142 4.5587391 10.3332963 6.9628497 6.4755421 2.1094609 10.2691865 9.8662904 8.7815728 10.0610537 7.5587360 8.8593649 9.1529966 6.9343750 13.4869739 11.1104115 4.4556429 11.7589162 10.4389490 8.6708612 NA 8.3660914 12.0859437 8.7478791 9.8562061 8.8209933 6.8403071 11.7446371 9.2753489 11.3765228 3.7451513 8.8979722 -1.2993827 NA 9.4363114 4.2857203 9.1196620 9.7681898 9.8428624 8.4252692 9.0648901 8.7868917 11.5040066 9.8505025 10.8069911 12.1429213 -1.2993827 11.1147667 10.3382859 9.7607757 8.9474958 10.0450512 0.2856981 3.5587329 4.1926045 -1.2993827 7.7007553 13.6359204 7.2706112 13.0132129 9.3154652 9.8555735 3.7007504 6.9999628 10.6425366 10.4747187 10.9328764 11.9250194 10.0555556 7.9199240 10.7675173 4.9295733 5.4951707 1.2856981 1.0226874 9.3328417 13.5778477 9.2847783 11.1850748 8.5446763 6.9004273 10.5536749 7.9953760 10.1029414 12.3618654 9.8364646 6.4218544 10.2888750 9.9844224 8.3373802 11.3159252 13.3336370 11.5077077 9.5517234 9.3259802 1.3765682 11.7668445 9.2706109 10.0779658 9.0539023 11.3924989 0.2856981 8.0866177 10.9433340 8.0774668 8.7520866 11.1493879 8.2572615 10.5707347 10.2452369 10.2010994 11.6142058 9.5970877 9.1286442 6.1436995 8.1353835 9.8831497 -0.2992052 10.5177390 7.8756812 6.6255671 12.7747295 9.9878906 8.9427385 10.5284950 9.8967426 9.0159048 10.9653944 9.1764888 9.9433340 7.7722176 2.9486756 11.4845721 9.6469305 2.7882263 7.1642794 3.7007504 10.4812951 6.6607575 9.6046372 6.1798076 5.0045373 NA NA 11.2762946 10.6370252 10.6329701 12.0827038 7.7695337 8.4218544 6.4046596 11.8038792 11.0011079 10.6274220 8.8606267 9.6643740 11.9088373 -0.2992052 8.7895434 0.7007948 NA 9.8555735 8.9930771 9.2800713 8.2065670 9.6773195 14.5894510 14.7757748 4.6076440 10.2248072 12.9553411 9.8924316 NA 4.8019450 1.5081244 0.7007948 6.8144979 13.6885523 10.3850657 7.6922772 11.2713226 NA 7.9295738 8.8265046 9.8383869 8.9873132 7.3837501 11.1491298 9.4894737 10.5753525 9.6151406 7.3154648 10.0903866 9.5940569 4.6780325 8.3045859 10.5044828 0.01094000 -0.00184270 0.00467750 0.01191600 -0.00045723 0.00731930 -0.00651150 -0.00383440 -0.00820370 -0.02607100 -0.03519000 -0.03519000 -0.03519000 0.01094000 0.01094000 0.01094000 -0.00184270 -0.58247000 -0.57183000 0.00467750 0.00467750 0.00320030 0.00430940 0.00000000 0.00000000 0.00731930 -0.15327000 -0.15327000 -0.00651150 0.00223810 0.00223810 -0.15532000 -0.15532000 -0.15379000 0.00190030 -0.14661000 -0.00820370 -0.02607100 0.000 0.000 0.000 0.000 0.000 0.000 -0.155 -0.154 0.000 0.000 0.000 0.000 0.000 -0.147 -0.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.153 -0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.155 -0.154 0.000 0.000 0.000 0.000 0.000 -0.147 -0.147 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.153 -0.153 0.000 0.000 6.865663 11.980946 8.592539 12.473998 9.117553 NA 2.607650 10.086618 11.033301 1.508124 10.060505 8.458979 8.792191 13.183563 7.850503 8.164280 6.351807 7.858102 8.239914 8.445589 12.025498 10.200103 1.022687 8.689440 9.660272 10.117025 7.482115 10.213989 11.122294 9.098430 12.381973 4.192605 6.315465 7.631493 9.243787 10.075251 9.5826341 10.1885954 8.7868917 -1.2993827 11.0984300 8.6151404 7.0361461 10.4585621 4.7231216 9.9710506 9.0866177 6.9628497 8.2744024 9.6505820 6.7614515 13.0225425 10.4171462 9.5273038 13.6864639 12.3726281 6.9391596 8.8868696 9.4656270 8.4589787 9.3924988 9.5879760 4.9102098 5.8905804 13.3839145 7.8831497 9.9504614 5.2085485 -0.2992052 9.5225294 8.2838380 13.6390944 9.9223425 12.1429213 9.0757947 7.6894403 7.1055985 11.2030899 11.1199255 16.6431897 11.9250194 11.1655563 12.6418947 10.3749476 2.0226874 11.9538642 9.2649049 10.3824330 8.4422224 8.3373802 8.0316720 10.3762714 12.4248428 9.9403538 11.1629892 2.6076499 7.1683612 7.3373802 13.6802180 11.0195806 12.5269066 7.4886580 0.2856981 -0.2992052 11.3582971 12.4720385 11.2184075 7.4722449 10.8322908 11.6972288 12.5525044 10.8871761 10.3282892 6.7286607 10.4890658 10.4759541 7.6694223 9.7862278 14.7053726 7.2125081 7.2553440 12.6083831 8.2282324 11.0291498 10.0806751 2.8706804 14.3299412 7.3175619 6.2706112 9.3420395 9.8415851 9.6915684 10.0406054 7.8428626 8.8861636 5.1601861 11.9298746 9.5501604 9.4705932 10.9001210 9.9976715 10.3942423 11.1186079 1.7007504 9.5602902 7.1724305 13.2460770 8.3731805 8.4132822 8.5446763 9.8441386 12.5797642 6.0494827 8.9510539 4.7007560 10.9433340 10.3071605 10.3071605 12.7747295 11.0136383 8.7708763 9.9433340 11.2689490 10.2481319 5.3731819 10.5521140 9.8930482 -0.2992052 5.7560385 NA 10.7775709 12.5654899 9.1058967 2.7882263 7.9295738 8.3625334 10.2529441 TCGA-A3-A8OV 75 0 NA 340 kidney stage i t1a nx mx 19-3-2015 male 2011 NA NA NA kidney clear cell renal carcinoma yes 65 1946 black or african american NA 387.18.0 NA NA 2 2 3 3 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8595067 9.7954681 7.6276543 8.6682081 12.1077886 9.0702949 12.4799507 -0.2052307 1.9901199 8.3455108 9.3280937 8.5345445 10.3806654 8.4882507 11.3368284 11.3406937 10.5567265 9.3435857 3.4386255 10.1730587 8.8514018 6.2041544 8.9394220 NA 8.0331686 NA NA 10.4154419 10.3960704 7.6276543 1.3797318 8.3416585 9.5124402 9.8554598 10.2699906 9.6157405 7.7489603 4.6021183 9.7336084 9.2995828 6.2041544 10.3759645 3.9240429 11.2033590 10.0533300 2.7016599 10.8581590 9.4057886 10.3227296 10.4834513 8.1031031 NA 10.8623428 8.1076471 8.0163509 4.0801630 -0.2052307 9.2805933 8.2866169 0.7947693 6.9495816 8.9596708 7.0615505 11.1846641 10.2638970 5.0615516 10.5757055 10.8049423 9.3617692 9.1967101 16.8661215 8.2083919 9.9783993 4.7016544 10.0169551 8.3834784 4.1166891 3.7938647 9.5571460 10.1978558 8.6465130 9.8520788 7.4986673 8.2826038 8.8003884 6.5629476 13.9872879 11.4722633 -1.2052307 11.8155703 10.2657278 7.1784687 NA 2.4952091 12.6148431 8.6895815 8.4565421 7.0139323 7.6712806 10.8765802 8.5529872 13.3214343 0.7947693 8.3005754 NA NA 9.8080866 3.3797318 8.3377958 9.3035490 10.9765373 8.6558509 8.8323109 8.7431312 11.7261275 9.5538199 10.7369119 12.0282338 1.9646943 10.3216494 10.4295750 10.3030539 9.9117576 9.3655683 NA 2.6021243 3.0426969 NA 8.2521445 14.0491651 9.7409392 14.3277894 9.8371072 10.0301799 1.3797318 7.5988952 10.4204727 10.1144360 10.2577773 11.1148339 8.5209820 8.0801662 10.7453198 3.6527503 5.6276535 -1.2052307 NA 8.9993351 13.4807172 9.7321377 11.4020942 8.6037280 7.0847829 9.9728062 8.3740796 9.7038095 11.7227270 10.0662270 6.3570065 10.0823320 11.2993346 7.9006724 11.1011105 13.3007615 12.4609879 9.2745443 9.5319013 2.6041900 12.4972613 9.1144360 10.2141974 9.8960831 10.7912374 0.3797318 7.5596356 10.4773196 7.7621920 9.8480722 11.4585444 8.9796393 10.6256751 8.9944363 10.2246937 11.6029237 9.9150018 8.4642513 6.1166912 7.3721930 9.6205177 NA 11.0223798 8.6149428 6.4020945 13.1948428 9.9895208 8.9227583 10.5716082 9.9406961 9.3797264 11.2263973 9.2105058 9.8682361 8.0732134 0.7947693 11.3070105 7.2126160 5.0012888 6.1610855 3.1166974 10.7065304 6.0042182 8.9019810 5.4671882 4.2866151 NA NA 11.0456544 10.8648849 10.9045946 12.0008625 8.7136271 8.1346137 6.4834337 9.6941209 10.9413326 10.8003885 9.0638906 9.9476825 10.8271540 NA 8.2926157 -1.2052307 -1.2052307 9.8412058 9.0662270 9.4094737 7.7777577 9.5646017 11.6579822 13.4128052 1.6021243 10.0521518 12.9210651 9.5395978 -1.2052307 3.7489549 2.7016599 NA 5.7016544 14.5473014 10.3712482 7.0283835 10.1323859 -1.2052307 8.4350089 9.1553478 10.2304342 9.2755542 7.0755348 10.9295110 9.8934540 10.6720480 9.6088817 6.6402536 9.6472935 9.1763068 4.7489603 7.8610143 11.0503827 0.00416320 0.00360760 0.02160300 0.00555290 0.70851000 0.00319100 -0.00290910 -0.01243800 -0.01519100 -0.02817800 -0.02817800 -0.02817800 -0.02767100 0.00000000 0.00000000 -0.75098000 0.00360760 -0.75951000 -0.74455000 -0.74455000 -0.74455000 0.00569190 -0.00804570 0.00708260 0.00708260 -0.00360110 0.00221930 0.00221930 -0.00290910 -0.00055444 -0.00055444 0.00083195 0.00083195 0.00015019 0.00454890 0.00944910 -0.01519100 -0.02817800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.709 0.709 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.709 0.709 0.000 0.000 0.000 0.000 0.000 0.000 7.6558505 12.1011105 8.9432404 13.8356529 9.2623695 NA 1.9646943 10.0474293 10.8888152 2.3797318 10.5674909 7.1211937 9.0592065 13.3932817 6.4882515 7.7975792 6.6712806 8.5662535 7.7919436 8.1632703 10.0996856 9.9078549 0.3797318 8.8500465 9.9431516 10.0497925 6.4458161 7.3834788 10.6201203 9.0379378 12.0804464 4.2210264 7.5260829 7.9993349 8.5777623 10.1972431 9.0223797 9.9502147 8.7576600 NA 10.0527410 8.5842977 4.2210264 10.1172554 4.6021183 9.7046571 9.4277591 7.2704972 7.3872212 9.6674387 6.7663076 12.8677339 10.7562136 9.4751234 12.9419688 13.3666943 6.0708873 7.5021229 9.4609878 7.3834788 9.6021189 9.3435857 4.6276535 2.6021243 13.5573536 8.6133460 10.5932357 5.0042182 2.1166974 9.6781709 6.7547659 11.6103473 9.5150081 12.0282338 9.2531705 7.3834788 5.8454825 9.2073338 10.7072791 16.3945024 11.1148339 10.9240469 13.3309504 10.1578035 0.3797318 11.7052193 8.5988948 10.2030937 8.5072908 7.9006724 8.3455108 9.9483160 12.2060101 9.6331800 11.1050927 1.9646943 6.7777577 6.6339673 14.4210767 11.2582883 12.3868705 5.7372784 NA NA 10.8705773 12.2713835 10.9930985 7.2985896 10.8845454 11.5590135 12.3959544 10.5567265 10.1730587 5.5090085 10.5988949 9.9640626 6.6021183 9.0801662 14.2140371 6.2041544 5.5362301 12.1135764 9.0603790 10.9718719 10.1166920 1.9646943 14.7557613 7.4277226 5.1870828 9.1187080 9.1412777 9.0592065 10.2083918 8.9304733 9.0384258 5.5629476 12.5439001 9.1412777 8.7166048 11.0130244 10.2252165 9.0985446 11.1717032 0.3797318 9.7016546 10.3290667 13.0648015 7.7975792 8.0545072 8.6037280 9.3904037 12.1532777 -1.2052307 8.7533167 4.6021183 10.4773196 10.3050335 10.8333400 13.1948428 11.4629841 8.3550969 9.8682361 11.1798174 10.6706169 5.8391584 10.2428802 9.9006724 -1.2052307 3.6437639 2.2542010 9.8987073 12.7438492 9.1752249 3.3183313 8.4350089 8.2252166 10.6892028 TCGA-A3-A8OW 37 0 NA 323 kidney stage iii t3a nx mx 19-3-2015 male 2011 NA NA NA kidney clear cell renal carcinoma yes 10 2001 black or african american not hispanic or latino 387.18.0 NA NA 2 2 3 3 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1105756 10.1858465 6.5587804 1.9618455 12.7168993 5.9720883 12.4402100 NA 1.2558028 8.2002493 11.0466532 8.8210689 10.9522324 8.6581168 11.5689902 9.7685555 11.1644584 8.5838966 1.4472618 10.3674118 7.8444880 6.5286604 9.4680532 NA 5.9160419 0.6398804 -1.3599344 10.3412231 10.1805291 7.4822667 2.5468080 8.1075221 9.5580345 10.4928363 10.3775866 10.3003584 10.0656571 5.2097731 6.0828601 10.0561864 6.3881103 9.9137124 4.8493688 10.7002749 10.5064229 1.8098260 10.2532457 9.7026375 10.1136225 10.3030300 8.0084230 7.6595072 10.8997071 9.0495622 8.5118218 3.1634826 0.6398804 10.2215881 8.6497455 1.2249046 6.7273800 9.1516693 3.6843138 10.9342503 9.7536589 6.3052519 10.3087618 11.9005423 10.5286600 10.8414280 16.1513065 8.6678226 9.9624082 5.4600971 9.7588578 7.5286596 6.5999188 1.8098260 9.6200563 9.6911257 8.8890302 9.9224261 8.0149561 8.5882840 8.9595888 7.3847509 13.5529931 10.6962157 -1.3599344 12.1176750 9.6711975 7.1868115 NA 0.6398804 11.6575951 8.7086949 9.7093665 8.5676945 5.8783207 11.0241608 8.8996599 12.7872544 5.2248776 9.0745450 -1.3599344 2.6399267 9.7985264 5.7997893 8.7909333 9.2963415 10.2130905 8.4456605 8.4838379 8.7858490 11.2049640 9.6650562 10.1115919 11.5477462 -1.3599344 11.6332974 11.1831902 9.9125464 8.6300206 10.2149831 NA 1.9618455 2.3403629 0.6398804 7.7060062 13.5805515 10.7247251 12.7159807 9.2527851 9.6904456 2.7273759 7.1516691 9.4799078 10.7887110 9.6121785 11.0000724 9.9454084 8.2945527 10.7975794 5.6057017 1.6399267 -0.3601196 -0.3601196 9.6904456 13.4420796 9.1327714 11.1070128 9.6057010 7.7113793 10.4951745 8.2729120 10.2342320 11.4932263 9.1644585 6.3678376 10.3699834 10.4179938 8.7510523 11.3746263 12.3890529 11.2227644 8.0300855 9.1186862 3.9758411 11.8738359 8.8723375 10.1181807 9.4735974 9.3533032 NA 8.3813837 11.0651326 10.9501262 9.1346422 11.5663980 9.1347723 11.2527852 8.2601367 10.1756780 11.1380179 9.2220588 8.3791405 5.2692726 6.8198253 10.0906125 -1.3599344 10.2541665 8.4963421 7.1437424 12.6653158 9.1297647 7.8759312 10.9536500 9.8711380 9.6335627 10.6678849 8.9333882 10.3720841 7.5587796 1.6399267 11.4883440 7.9043595 1.6399267 6.1945047 5.4071726 10.3123421 7.4147038 9.6020897 6.2524895 4.4472684 NA -1.3599344 10.9195273 10.5324595 11.1136224 12.0286067 7.6085838 9.2059709 5.9390338 11.9325259 10.7588578 11.1906635 8.8937642 10.0978105 12.3182968 -0.3601196 8.4696394 0.6398804 NA 10.0418628 9.9448384 8.9137122 8.4064457 9.7006126 12.0900970 14.9086780 2.9618455 11.2333078 11.3580214 9.5271374 -0.3601196 4.6709140 0.6398804 -0.3601196 7.1115916 14.2164306 9.8352889 8.3176365 11.5621294 -1.3599344 8.3712356 8.8420772 9.5962928 9.7320131 7.6705840 11.1143832 9.9505295 10.7137236 9.5944112 9.2295677 10.7595063 9.1227247 5.4388750 8.1391246 10.3657089 -0.00138580 -0.00152430 0.00722170 0.54383000 0.00041593 -0.00193990 -0.00277070 -0.00312290 -0.00595060 -0.00526100 -0.00526100 -0.00526100 -0.00526100 0.00124810 0.00124810 -0.00138580 -0.00152430 -0.56555000 -0.56555000 -0.56881000 -0.56881000 0.00059809 0.00097064 0.00000000 0.00000000 -0.00809040 -0.00085223 -0.00085223 -0.00277070 -0.00152430 -0.00152430 0.00416320 0.00416320 -0.00138580 -0.00456950 0.00425030 -0.00595060 -0.00526100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 4.099346 12.139015 8.799788 13.161578 9.884281 NA 1.447262 9.821690 11.054195 1.639927 8.468053 7.213564 9.210721 12.332532 7.361016 7.374627 6.878322 8.569175 8.354162 8.546807 11.181981 10.288274 5.394806 8.652541 9.667823 10.037591 8.224879 9.095244 11.209060 9.131770 11.989040 2.639927 7.394804 7.111592 9.116663 10.665748 10.0508979 10.2145103 8.5056500 NA 10.9733516 8.8759308 6.2981286 10.8651241 3.9974731 9.8426527 9.3746263 6.6511436 7.1357719 10.0477156 7.3299147 12.9331728 10.5068092 10.0957577 13.7804669 12.6837984 7.2619689 8.9930635 9.4416250 6.9527995 9.6427317 9.6114603 5.7379490 0.9618455 13.1053556 9.4245516 9.5064228 5.9974686 4.0661839 9.7549603 8.5853607 13.0397287 9.8854694 11.5477462 9.6328551 7.9730722 6.3375095 8.5164336 10.1800448 15.2318334 11.0000724 10.8922865 13.0873874 10.9174947 1.4472618 11.4863865 9.4081011 10.6553318 8.9797667 8.7510523 8.0284725 10.0154992 12.5000337 10.1722726 11.3307768 4.6171986 6.1712989 6.7006131 13.7640748 10.7080232 12.8735364 8.5271372 -1.3599344 -0.3601196 10.7810659 12.4907872 11.4572682 7.7510526 10.9451234 11.3464127 12.8075701 11.1644584 10.3674118 6.8973046 11.1529040 10.6128965 7.1277571 9.8210689 13.5683874 6.3881103 6.3813837 13.4126112 9.0051456 11.4333168 10.7409075 2.6399267 14.1292316 5.3746257 5.6171956 8.9565263 10.6175544 9.4432407 10.5256131 7.9881802 8.9364086 5.5706542 11.8860635 9.5699148 9.8669308 10.6125375 10.4628857 9.1044625 11.6312614 3.7273759 9.6136142 9.2426156 13.2265771 8.4775446 8.1217164 9.6057010 9.7392843 12.5685276 4.3123384 8.8247920 5.7896641 11.0651326 10.5764737 10.5999186 12.6653158 10.8860635 9.3593055 10.3720841 10.9755862 10.7683461 5.1634786 10.0116934 9.8590853 0.2249046 5.3280968 NA 10.7160642 12.2084298 9.7313521 5.6511436 8.3712356 8.5912014 10.2788051 TCGA-A3-A8OX 65 0 NA 0 kidney stage i t1a nx mx 19-3-2015 female 2012 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 387.18.0 NA NA 2 1 1 4 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.454966861 10.490244797 7.237975689 4.269407241 12.023373811 9.481178637 11.832834291 -0.588573754 3.936242174 5.192785959 9.925647748 6.919222078 10.760154982 8.062478477 12.049070611 8.812306324 10.512417622 9.305486776 9.082967844 10.628172742 8.604952347 6.887160895 13.350730592 -1.588573754 5.342163583 NA 0.996388746 10.147405921 9.895242629 7.954458648 4.919220886 9.474821935 9.423352942 9.995919608 10.967214296 10.235987874 9.697984702 6.199328805 5.040782866 10.011804358 6.977481429 10.608336335 5.837691000 9.950100782 10.461615627 3.111865964 11.093763110 9.364168150 10.526145222 10.483559454 7.872906308 6.040782866 10.801297476 8.967281314 8.159619600 7.790805264 -0.003611254 10.101424874 8.530368099 0.996388746 6.620879611 10.110131565 5.040782866 9.813906059 8.784291960 6.795130538 11.029470486 14.171445049 10.678213403 9.220391146 15.729016133 8.790805264 9.875972610 5.011339088 10.151207490 6.874951848 7.792969847 1.671474547 9.917734423 9.128769223 8.971759655 9.591335897 8.955425277 9.059784368 9.459913734 7.094421885 14.105022720 10.528745258 1.218781168 11.731945407 10.092968377 9.633617929 NA 6.433794059 11.588379123 8.504184181 10.401885451 8.912268724 7.397269039 11.587755862 9.468741734 11.316887223 1.996388746 8.643847894 1.996388746 NA 9.532312673 6.244316260 9.560538810 10.046237978 9.829806599 8.609872026 9.664683537 9.601251362 11.666856785 9.671758472 10.065167698 12.069080285 4.903279342 11.024074247 10.770627392 9.774466535 8.321319781 10.328052841 -1.588573754 1.870857864 1.218781168 NA 3.803743669 13.285639802 6.816567709 11.841225884 9.191146341 10.014125669 4.342163583 7.566245116 9.390852086 10.657276642 10.091786430 11.338569600 9.510774649 9.987438688 10.379373601 7.419855710 2.996388746 3.111865964 NA 9.242734204 13.704934444 8.727708458 10.134234419 10.118354534 6.764573071 9.884117696 7.234794444 9.185233741 12.061244369 9.735044686 7.630595494 10.291538407 10.154157355 9.034393741 11.434834714 13.422173490 10.724876783 9.835593166 9.040783414 2.707149270 11.861736011 9.576333739 10.336239419 8.893700454 9.431712373 1.218781168 8.667635644 11.014821404 8.283239793 8.037591977 11.059334928 8.858510094 11.176091161 9.167983070 10.395845347 11.063375463 9.910774478 9.073338523 5.879031796 7.647441157 9.974623091 NA 11.020836495 8.697984702 7.196062075 12.609488164 9.769528614 8.910276052 11.228410470 10.281020669 9.191966753 10.834742419 8.964095921 10.549378558 8.046237842 3.768978250 11.160458258 7.726576489 7.668437573 5.498889087 3.581351247 10.960248806 4.803743669 9.376489654 6.090906345 6.018756559 NA -1.588573754 11.208683073 10.382251796 10.652516252 11.319256411 9.852814899 9.244285335 6.575679917 11.414241896 10.809368861 10.670287297 9.139347212 9.737294502 11.977480892 1.733354341 8.033478616 -1.588573754 -0.003611254 10.621184843 9.090026914 9.121372144 8.301690980 9.738979565 13.073260621 13.927311464 2.498889087 10.923673483 11.590247294 9.797289295 2.411426246 5.667020683 1.581351247 -1.588573754 7.228410831 15.327761216 8.591336084 8.221998364 11.899643583 -1.588573754 9.069638265 9.072795301 9.900773090 9.644447213 7.466167029 11.231007221 9.453770243 10.982468435 9.092946317 8.327306074 10.054381148 9.147828686 5.174969612 7.846284569 10.082525637 0.00055459 -0.00051697 -0.00055444 0.05651300 0.00666530 -0.00304750 0.00332990 -0.00207840 -0.00166290 0.00708260 0.00708260 0.00708260 0.01014600 0.00055459 0.00055459 -0.00055444 -0.00051697 -0.00055444 -0.00055444 -0.00055444 -0.00055444 0.00138680 0.05651300 0.00221930 0.00221930 0.00041593 0.00000000 0.00000000 -0.00193990 -0.00110870 -0.00263220 -0.00041585 -0.00041585 -0.05859600 0.00055459 -0.00249380 -0.00166290 0.00708260 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.4022400 11.9705649 9.2195867 12.7614682 9.5592677 NA 3.8037437 9.6141628 10.5223082 0.9963887 9.8600594 8.0426038 9.2701850 14.3564363 9.0847359 8.4707715 6.8165677 8.6378392 8.7197660 8.4156471 10.6305954 9.7008695 5.6593538 9.7203347 10.0038838 10.5528954 7.8481384 13.5496587 11.3746842 9.4462258 11.9986113 3.9032793 6.9505862 8.0909069 6.8250542 10.8659832 9.664683537 10.166731762 8.726576489 -0.588573754 10.187859897 8.679384034 8.646244397 10.634825296 4.498889087 10.043513342 9.588223286 6.687550651 7.269408176 9.742903741 7.525169195 13.304159406 10.719481404 9.886146802 13.629271003 12.757386467 7.026137197 9.050767498 10.265905666 7.439333074 9.836118069 9.447600478 6.992627961 9.421255494 12.858316309 7.907281874 8.146136375 6.076762163 -0.003611254 10.663500911 8.905282297 13.679749557 9.130815581 12.069080285 9.081197667 8.404365008 5.524960065 10.971281934 10.635428555 16.594975025 11.338569600 11.624986813 13.315967414 10.707482688 1.870857864 11.076318516 11.076096341 10.953249522 9.271738001 9.034393741 8.186213801 9.941345361 12.900647652 11.078094687 11.317750070 5.083851588 6.649830985 7.659354473 13.404870826 11.309839313 12.414154010 7.779933364 -0.588573754 -1.588573754 11.203810472 12.385034554 11.366155748 7.000142008 10.919221482 11.7023097 12.6652005 10.5124176 10.6281727 7.6968292 10.3579677 10.5941316 7.1729785 10.0489575 14.0489458 6.9774814 7.6546009 12.9985492 8.9765289 11.2508275 10.3772112 1.7333543 12.9828833 6.4334619 6.6354279 8.4928438 9.9057825 9.5496986 10.9700868 8.2725136 8.6945153 6.8667547 12.2189831 9.8450123 9.5323127 10.5506584 9.8350681 10.0229127 11.0539299 3.4114262 10.2883274 9.0398723 12.8793559 8.9935688 8.3728764 10.1183545 9.9001306 12.0687453 6.4057797 8.5800991 7.1393477 11.0148214 10.7810242 10.7025976 12.6094882 10.8133730 9.4565039 10.5493786 11.1841538 10.4096541 7.4935761 10.2690191 9.9047820 3.3656226 3.5813512 0.7333543 11.0727596 10.9778425 9.6330139 2.1118660 9.0696383 8.3772110 10.2219985 TCGA-A4-7286 42 0 NA 554 kidney NA t3a nx NA 19-3-2015 male 2011 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.47.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.4040771 9.9434165 4.8694174 11.8616834 10.2814843 10.0540302 8.1913440 4.0809220 11.2921446 8.3288477 10.1856379 9.8113129 7.5987686 7.6438562 10.9079075 9.6698662 8.0477532 4.5283775 3.2064557 9.3863600 8.8503072 4.0809220 7.9434162 11.4272323 0.6215244 10.3946275 9.4384721 7.4159040 9.9635630 7.2939139 10.8646624 6.9965277 15.5508855 7.2064508 10.4320601 5.3763772 10.8321597 6.5522264 1.6214776 3.4288392 8.0890940 10.7451055 8.2064508 9.8358076 9.2581130 9.4061231 9.3797115 5.4794699 13.4340668 11.7345794 NA 11.5163062 9.3068330 8.5283791 NA 8.9790404 12.6410791 8.1989174 9.5959031 7.4669786 10.2508450 11.4551691 8.2361984 10.6609970 NA 9.5343778 2.2064557 NA 9.6214884 2.2064557 8.2214010 10.5041314 9.9768395 8.8741539 10.7813597 7.8113130 12.0332271 9.7661466 10.8598931 11.9889031 NA 11.0548652 10.0456547 10.8753358 9.0972218 10.2435402 NA 2.2064557 1.6214776 3.2064557 5.1450497 13.2423955 12.9707696 12.2320519 10.6001988 12.0138058 4.6214893 8.3288477 7.7813597 10.9034184 12.1396497 10.2624744 6.8694162 9.1722352 11.4708935 5.8309423 2.2064557 4.3219281 NA 8.6821842 13.3147575 9.5313815 10.8309418 9.0561166 4.8694174 8.5930318 7.3763755 10.0438686 8.6983039 8.3079890 5.6658816 8.5771384 11.1922928 7.5163060 11.0951941 12.2162795 12.0607998 10.2361982 9.2761244 6.6830479 13.9725656 8.9389009 8.4918531 8.4416673 8.6713369 0.6215244 6.2064518 9.9524052 0.6215244 9.2159622 10.6521555 7.2508451 10.1173434 8.7352304 9.9856231 12.6302671 10.0202320 9.3612014 4.5283775 7.4794691 10.1489654 NA 11.1123393 8.2435401 6.1133421 11.6250063 11.6424683 9.2868243 10.9479179 9.1645203 8.1213341 11.8868925 9.4732374 10.2885999 9.8358076 4.5283775 9.9206964 1.6214776 2.6214776 8.1528699 0.6215244 10.5026023 1.6214776 7.4669786 5.6214893 4.6214893 NA 2.2064557 11.4833507 10.5800411 10.1093284 11.2590189 9.3696813 9.0602804 6.5749870 6.1450497 10.4638387 10.1567638 9.0685717 8.6983039 11.0498485 9.9366379 9.4606922 NA NA 9.6327157 10.7763065 8.8788761 7.7089514 10.0850127 9.5581264 10.7313190 0.6215244 9.3995655 10.5448159 10.9557616 1.6214776 3.6214893 1.6214776 NA 6.6214878 13.7863953 8.6658823 7.5403513 11.1884938 NA 9.0180931 9.4043229 11.4817994 9.0223678 6.8503069 11.4849003 10.0623576 9.6382967 8.9399861 2.2064557 8.8835832 9.7635955 3.2064557 5.7507726 11.2251147 -0.4222600 0.0000000 0.0151680 -0.4037400 0.0132130 0.0074376 0.0061090 0.4021100 -0.4109100 -0.1240800 -0.1240800 -0.1240800 -0.1240800 -0.4205300 -0.4205300 -0.4222600 0.0000000 0.0151680 0.0151680 0.0151680 0.0151680 0.0041632 -0.4037400 -0.4288700 -0.4288700 0.0105640 -0.4256000 -0.4256000 0.0061090 0.0041632 0.0041632 0.0139110 0.0139110 -0.4233100 0.3790700 -0.4278900 -0.4109100 -0.1240800 0.000 0.000 0.000 0.000 0.398 0.398 0.000 -0.423 -0.437 0.379 0.379 0.394 0.394 -0.428 -0.428 -0.411 -0.411 -0.421 -0.421 0.390 0.390 0.000 -0.437 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 -0.429 -0.429 0.000 0.000 0.000 0.000 -0.426 -0.426 -0.124 -0.124 0.000 0.000 0.000 0.000 0.398 0.398 0.000 -0.423 -0.437 0.379 0.379 0.394 0.394 -0.428 -0.428 -0.411 -0.411 -0.421 -0.421 0.390 0.390 0.000 -0.437 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 -0.429 -0.429 0.000 0.000 0.000 0.000 -0.426 -0.426 -0.124 -0.124 11.044604 11.824836 11.038286 11.335734 7.996528 3.428839 1.621478 9.776307 10.663941 NA 8.097222 6.402848 7.850307 16.320030 7.250845 8.030880 6.376375 7.279700 7.307989 6.771236 9.773773 10.179909 6.236198 10.039341 10.614427 9.695630 3.206456 9.643856 8.974635 6.047752 12.768051 5.979040 6.811313 8.369681 7.113341 9.803883 8.1989174 9.5433292 9.9092008 3.6214893 9.2725400 8.3561980 9.8137812 10.3340153 2.9434150 10.4810232 9.0602804 8.0308795 3.4288392 8.3561980 7.1450507 13.8734145 11.3175866 8.9068906 12.6019850 11.4384720 6.0477521 7.8309417 9.9943534 9.3863600 10.4077580 11.3951798 4.8694174 5.6214893 12.6337637 3.4288392 9.7635955 0.6215244 NA 10.8137812 7.9343714 11.8604901 8.0138056 11.9889031 8.5163060 8.7089511 5.7561213 7.6767709 10.4933937 13.9120833 10.2624744 11.5537031 11.4630527 9.8358076 NA 11.7332761 7.8976125 11.0962083 8.4223882 7.5163060 6.0809198 9.6186678 12.4392715 8.8406568 10.9910748 4.7089487 7.4028484 7.7507713 13.6214038 11.1203376 11.4980053 8.6044821 NA 0.6215244 7.0809198 12.2863800 9.8137071 5.1450497 10.1528698 11.6842091 12.0159511 9.2288187 11.3938029 5.3763772 9.4575387 9.1837309 5.6658816 9.4256194 10.8432205 4.8694174 7.0644324 12.1474985 9.1567637 10.7116008 8.7610399 NA 14.0116573 7.3960122 6.2064518 6.0819041 7.9343714 9.2398739 9.3995655 9.0266299 8.4416673 8.2581128 10.8333767 8.2288187 8.1989174 11.0819443 9.9986989 9.8646624 10.0972218 2.6214776 10.2083281 3.7914182 12.4188946 9.0809201 6.5756845 9.0561166 9.8672312 12.5125126 3.6214893 9.2508451 0.6215244 9.9524052 10.7481928 10.1272999 11.6250063 11.3671627 8.2064508 10.2885999 10.9823354 9.6762554 7.0644324 9.8598932 10.0393409 0.6215244 1.6214776 NA 9.0561166 11.1293029 7.4918531 NA 9.0180931 8.6929509 10.1683828 TCGA-A4-7287 75 1 597 234 kidney stage i t1 nx mx 19-3-2015 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.47.0 NA NA 1 1 1 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.62137984 10.35723099 11.59774583 15.09725929 8.80424398 8.12551731 4.82696535 10.04682389 7.85565962 6.33249133 2.60456954 13.93118828 9.13855007 8.73041545 10.21621111 9.60551045 9.26159216 7.09642421 7.60080941 13.45025760 10.43693417 NA 12.23180141 10.42668031 8.52542058 NA 4.22906489 8.24361054 7.91442699 9.58185153 9.44272500 8.64714287 11.64805458 9.83018068 6.87472689 -0.98051157 9.10972150 NA -0.98051157 9.92725085 5.10707267 10.03432702 9.47082011 9.43535085 9.21928132 10.41246304 9.81564859 12.03197345 9.84456784 10.00829373 11.19297386 1.82696535 10.63801291 10.59656567 9.77949727 6.79439637 10.55439824 5.85249830 7.59325590 -0.98051157 2.72005953 NA 13.74954837 3.92650238 5.55876661 10.82736644 10.64623071 3.66346987 6.88379552 11.32224799 10.94479257 9.91063329 11.61177404 9.13725221 8.58756527 11.29515161 5.04197886 5.49534340 5.55876661 0.60454582 9.85012431 14.75537659 7.97961097 1.60459326 10.81402491 4.90225210 10.14760333 8.26516166 10.06922620 6.06400331 8.32567064 8.36390477 10.50129244 10.56843091 9.03083622 8.50342467 11.90301604 10.83819118 6.70610918 10.37385839 1.93417678 12.91234158 10.12943964 4.30501473 7.65623392 7.70960702 4.54316796 7.68494494 10.95182380 6.06159693 7.89649407 10.33475865 7.98539341 11.40169264 7.74752973 10.40331332 11.09207665 10.36279478 8.34980889 3.87758721 9.10839717 10.04336337 NA 10.78489515 9.42793882 7.26278266 12.68660967 10.47339415 7.75092802 10.43429431 8.13595292 9.21313436 11.18293793 9.84377222 11.01855198 6.79439637 0.01963076 10.42687683 11.91310019 8.13595292 3.01961297 1.82696535 9.66346524 1.01963076 9.79768616 6.75262417 3.10706848 5.37716193 0.60454582 12.22586033 11.27138727 11.02943763 11.81280592 9.74156271 6.50342507 6.56665840 9.92499609 11.44219947 9.23271327 9.43956912 10.30674424 8.75431866 3.77449190 9.40977808 0.01963076 NA 10.58804025 7.58185134 9.88456892 9.21313436 9.29107214 11.99258884 11.67267801 2.47904944 9.07489152 9.77031602 9.19578213 1.34153039 3.47903650 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11.19297386 9.24722498 8.03641706 5.85300508 10.09441951 10.35108587 14.43818641 11.61177404 11.16872106 12.97689251 9.97816173 0.01963076 10.13400205 11.04370984 9.26516166 9.75007920 9.03083622 8.56264083 11.11731200 12.37482247 10.62832587 12.43877790 5.67782110 8.82374013 7.99115276 13.81434320 11.60080965 12.76685797 8.50140849 2.34153039 0.01963076 11.97743660 13.29602428 12.19967980 7.40331374 10.33702162 11.495849 11.968159 9.733855 10.706547 7.300380 7.830181 8.876035 6.807512 9.339281 12.171020 3.107068 4.774497 12.886305 9.441674 11.579942 10.057842 2.189540 13.751246 7.782091 9.750928 8.402925 8.891514 8.523435 9.600810 7.849332 9.239383 6.053033 9.624162 8.935488 8.789447 11.373307 9.573238 7.008294 10.852499 5.761075 10.941450 7.286396 13.028114 8.810772 2.826965 10.814025 9.447341 11.913479 9.146314 11.323675 3.663470 10.951824 11.591312 10.815243 12.686610 10.831385 8.013962 11.018552 11.430855 9.814837 8.690265 10.535802 11.465141 7.519455 1.826965 6.019609 9.532349 10.257829 9.335891 1.019631 10.117641 6.117641 10.073535 TCGA-A4-7288 71 0 NA 1857 kidney NA t1a nx mx 19-3-2015 female 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 194.47.0 NA NA 1 3 4 2 1 3 1 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.40269489 10.37389145 10.92185202 0.72465027 11.66406171 12.33593682 10.87285761 9.79770578 15.45461710 8.44846697 11.02155149 4.28535043 10.64349854 7.80145099 1.86215380 3.00441150 10.44059731 10.84805318 8.49810404 9.48817957 9.10141187 9.65359767 8.82372007 6.82897170 13.42953319 10.73865580 NA 11.64111196 9.18591014 6.51123240 NA 5.10314511 12.94954139 8.20036850 10.19955800 7.94186573 7.62187605 11.62806531 9.82319382 11.72495227 3.30959822 9.05913216 4.28535043 -1.59727782 9.69387790 3.92626515 8.78533116 10.78883911 9.51123161 9.11006643 9.13741694 8.37281327 11.22216982 9.46542805 10.39988671 14.29522631 1.40272218 10.63941506 11.30338538 10.67095679 9.91050183 11.41515718 NA -0.01231532 0.40272218 NA 6.17749329 12.82036198 8.56131697 12.94465079 9.38498789 10.63722532 2.57262293 8.44710141 3.30959822 11.79783966 10.24033520 11.39770757 5.00262152 5.81209771 10.14964133 5.04656527 5.64111246 3.44710307 0.40272218 9.50665073 12.76786769 9.97066330 10.89004482 9.63752457 4.37998824 9.47952282 7.35980929 11.44246594 11.66436141 7.85597787 4.46879834 9.47527522 11.15194815 8.88954229 12.23628913 12.04915340 12.66648990 10.29183087 7.88248777 3.56379268 12.08701753 9.27075808 10.25991071 9.16487325 8.92332600 NA 8.66949384 10.90901483 1.62765353 10.03125306 11.20703995 9.32974432 10.94307747 8.49810404 10.75612979 10.86085745 9.86827361 8.87191140 4.30959822 7.88450635 10.12081186 -1.59727782 8.79180072 8.05375867 6.67883109 11.97966387 10.89305674 9.22208799 10.45119411 9.83993912 9.22368391 11.19880364 8.74032924 10.93311354 9.03842521 3.10314511 10.23322240 5.32157098 2.72462845 7.90055892 4.13062616 10.68202764 0.40272218 6.38570022 3.59134431 2.57262293 NA -0.59727782 12.09847924 9.85030703 11.21026337 10.78668146 9.28764082 9.77720336 6.67948291 8.51514670 10.72660637 11.12956399 9.70762884 9.57700880 11.72477619 1.98768468 8.69502884 0.40272218 NA 10.33492196 7.88450635 8.57012552 7.70420315 9.12380637 11.23915211 11.06870923 -0.01231532 8.77557242 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TCGA-A4-7583 60 0 NA 3 kidney stage i t1 n0 m0 23-10-2014 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.8074409 6.9966633 12.7426120 8.9972489 9.1031176 8.5365091 6.9772330 -0.4320652 8.3606325 10.4211519 -0.4320652 8.7947002 10.6193912 8.0252232 11.0035126 9.2940606 9.6900233 12.2399361 9.9132476 9.0662628 4.4258218 7.6945466 10.1747101 NA 11.1224312 7.8205077 6.9472208 11.3266901 10.7121819 9.6115533 11.0336638 9.9793533 8.3751972 11.4254735 9.0646962 11.0511543 9.7182243 -0.4320652 9.7693537 4.2957598 1.5678375 6.8157701 1.5678375 11.1605329 2.0272602 7.7175894 6.1807108 4.1528081 -0.4320652 NA 12.0623229 10.9040699 10.2094425 11.9561287 7.3816234 10.3982149 6.8396321 7.6122367 10.1128067 10.7264520 9.1640320 9.1243483 12.8681234 10.7972620 8.9676542 0.8897850 -0.4320652 10.1055461 9.8767501 9.3426294 8.2384984 10.4855873 7.8555550 9.5059516 -1.4320652 11.8974985 13.3463815 10.8116113 NA 1.3751785 0.8897850 2.9601595 7.4351210 13.8512563 9.5451222 8.5971158 11.5694264 NA 9.4807316 8.6648604 10.4777354 9.6026413 7.0992237 11.5214932 9.1319917 10.4747329 10.1405425 3.0914121 9.8240510 10.1233901 5.4111991 8.0922080 10.7255051 -0.67505000 -0.00263220 0.00166420 0.00180300 0.00083109 -0.00318590 0.00124810 0.03495900 0.03986300 -0.09009600 -0.09158800 -0.09158800 -0.10162000 -0.65984000 -0.68186000 -0.69191000 -0.00263220 0.00754060 -0.00511990 -0.00511990 -0.00511990 -0.00733390 0.00180300 0.00444110 0.00302990 -0.00318590 0.00316880 0.00316880 0.00027728 0.00360760 0.00360760 -0.00995650 -0.00995650 -0.68250000 0.61484000 0.00000000 0.03986300 -0.09009600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.683 -0.669 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.683 -0.669 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 -0.681 -0.681 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.347972 11.537768 10.649326 11.563786 9.747751 -1.432065 3.027278 10.009749 10.247476 0.889785 7.375198 4.240269 8.352477 13.848323 8.213501 7.745262 6.145272 8.590210 7.938530 8.395979 12.950399 9.227838 5.796660 9.524218 10.435893 10.733063 4.633931 13.326586 10.106031 6.254343 12.490976 5.349202 6.510358 7.590210 8.963376 10.578720 8.9275919 9.5922894 9.0845273 -1.4320652 9.9292378 7.9941073 8.1546819 10.5162095 5.5451220 10.2578403 9.8630373 7.3816234 4.9772341 8.7785138 7.2957625 13.3146715 10.8747584 9.7699661 13.3041385 11.8946931 6.8110163 8.5479819 10.2331782 7.4504855 10.1281752 10.0491372 6.1147376 4.1224325 12.8445483 5.1528040 11.1322300 0.5678375 NA 9.3409815 8.9198859 11.7474404 8.8299371 13.1912094 8.6685046 9.1243483 5.7285192 6.9814702 9.9580112 13.5621073 11.8080404 11.5085229 12.3487921 10.6711301 1.8897850 11.3725783 8.2402676 10.1962879 9.3109937 8.7009844 7.7772954 9.0904240 12.6052177 10.4558245 11.5134672 6.7073936 7.2188945 8.1658949 12.7882645 10.7025895 12.5418087 8.0496417 -0.4320652 -0.4320652 10.9363488 11.9146330 10.5918981 6.8486129 11.1079703 10.9012772 12.7327492 10.6489929 11.0813232 6.9385293 10.7311775 11.2193426 5.2682809 10.3389191 10.4679280 6.4867063 8.9580112 12.2039832 9.4451264 11.3596157 9.6292134 3.2682847 15.2937278 7.5859871 7.8228710 8.2241778 7.8205077 9.5579463 9.3606327 7.9121385 8.7514778 6.2957634 10.3067790 10.0771225 9.3143567 11.1654294 9.8240510 11.1267413 11.4027084 1.7377733 9.9531655 -0.4320652 12.8129872 9.3999412 7.5818626 9.1686844 9.6636019 12.8195466 1.7377733 8.7906372 1.1528324 10.4211519 10.8128007 11.4937676 11.3266901 11.1188296 9.1537438 11.0511543 10.8512201 10.8261139 7.6605992 10.3012814 10.5674900 1.1528324 2.0272602 NA 10.7990635 10.2890227 8.7175894 -1.4320652 9.4807316 9.3679332 10.3719734 TCGA-A4-7584 59 0 NA 0 kidney stage i t1a nx mx 28-8-2014 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.32.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.942065e-06 4.855162e-07 9.9015969 9.9714234 6.0187899 NA 13.1260507 8.7095743 13.9188866 -1.2002495 1.4225560 7.4470799 4.7768988 6.9340470 10.7711647 8.7610708 11.5522109 12.4371518 10.0151542 8.8357949 2.8870768 10.8774383 6.8603173 6.0757465 8.1659436 NA 4.3845817 NA -1.2002495 11.0133330 10.0041924 8.1940841 6.0942424 9.3522902 9.6544896 9.5915981 7.9820153 9.9569681 7.7826150 5.7303574 10.1811642 10.4170887 2.3845748 8.9682933 2.7065085 10.6301364 9.1249267 -0.2004153 9.1779160 7.8791059 9.4170886 10.6293440 7.7303587 8.5326364 11.2286539 8.5760542 8.0827095 2.7996261 4.1571731 9.8087499 8.4253301 2.3845748 4.4434807 10.5026596 3.4434740 10.5415095 1.6069633 7.1615653 10.3943750 8.6730652 10.0681632 7.9159654 15.1428069 8.6576021 10.5690459 4.7538184 10.2337281 8.1215491 -1.2002495 3.7411973 8.6776721 10.4667327 8.8817701 9.3911435 9.2237874 9.4106460 8.9133634 6.1659441 13.1627293 11.3923118 NA 11.1184464 9.5201989 8.7080137 NA 3.9289009 12.6441308 8.7303584 10.0127254 7.3426534 9.2216860 10.7929134 7.1483495 10.3455751 -1.2002495 8.8535472 1.3846025 NA 10.5507468 0.3846025 8.2692632 10.0260334 10.2121910 8.7377307 9.3930124 9.4216731 11.7069795 9.1789997 9.6822643 14.8243280 2.2590615 11.1354051 11.2438596 10.8474267 8.4878714 10.7693674 2.8870768 1.6069633 1.6069633 NA 6.1659441 13.4525782 6.5478138 12.5971814 9.6860799 10.3986042 2.2590615 8.5087052 3.1919416 11.5605490 10.3628175 11.2432874 6.4069516 6.1833257 10.4046376 -1.2002495 4.7303574 6.5069811 -1.2002495 9.9557042 12.8852596 9.8474268 4.5809836 9.2248371 4.7538184 9.9120607 7.6069759 10.7084754 12.5859929 9.3939458 3.0475558 9.6618014 11.6348821 8.4773410 12.4880901 11.3834091 11.6003189 9.7840397 9.0066355 6.5769756 12.3496464 9.1090975 9.6753705 9.0463617 7.7596232 NA 7.3542097 10.2347705 -0.1931398 10.4731997 11.1741174 8.5611726 10.5997122 9.0803920 10.3029500 11.0792318 10.3794086 9.2544963 2.8870768 7.5309400 9.9726737 NA 9.3637708 8.7939745 6.4861222 11.9803074 11.0242259 9.9321210 10.4138710 10.0832884 9.5578445 10.5808292 9.1011174 10.7829711 8.5052534 4.2258842 10.3902083 3.0475558 1.3846025 6.3770508 3.0475558 10.9169397 1.1215459 7.6730652 5.6325125 2.7996261 1.6069633 NA 11.5499095 10.6948178 10.8884095 11.3261205 8.4253301 9.3751604 6.4853511 7.1789994 10.8797725 10.6703712 9.1940839 10.1817047 10.2944768 6.9745465 9.3742146 0.3846025 NA 9.6388250 6.8275269 9.0884872 8.5207204 9.4965888 11.1361277 10.3925454 1.3846025 11.5130077 13.7991368 10.0575982 -0.2004153 1.7996261 -1.2002495 -1.2002495 7.4613992 13.0360839 9.6061709 7.9263256 10.7975063 -1.2002495 9.1516645 9.3764363 9.8542256 10.1887147 7.0570094 11.3918446 10.1871000 10.6921641 9.8219890 3.0475558 9.2804114 9.4280668 4.9564610 6.2834366 10.7322051 -0.00678130 0.00360760 0.00000000 0.00166420 0.64708000 -0.00069303 -0.01904600 0.54735000 -0.05469000 0.08162500 0.08162500 0.08162500 0.07279900 -0.02013800 -0.02013800 -0.00678130 0.00360760 0.00000000 0.00000000 0.00000000 0.00000000 0.00444110 0.00166420 0.00328410 0.00328410 -0.00069303 -0.01395300 -0.01395300 -0.00135850 -0.00926660 -0.00926660 -0.01023600 -0.01023600 -0.01711600 0.57202000 0.00291330 -0.05469000 0.08162500 0.000 0.000 0.000 0.000 0.384 0.384 0.000 0.000 0.000 0.572 0.572 0.547 0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.647 0.647 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.384 0.384 0.000 0.000 0.000 0.572 0.572 0.547 0.547 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.647 0.647 0.000 0.000 0.000 0.000 0.000 0.000 11.3510891 12.3681711 11.3385376 13.8884922 9.6029451 NA 0.3846025 9.7355229 10.1130712 0.3846025 8.5595094 6.4649574 9.4497753 11.4511214 2.7996261 5.1215501 7.4434774 7.9366120 4.4143318 8.0850236 12.8182561 10.3128553 0.3846025 9.3948787 10.9240657 9.8371681 3.6069751 3.5545029 10.2707883 8.8844297 11.6562198 5.8764359 7.9943783 8.0780707 8.6388250 10.0617160 9.1113694 10.2337281 9.2290279 NA 9.6269640 9.0236230 10.1130712 11.1466889 5.3542088 9.9707980 9.5809810 6.6699863 3.8870865 9.6134024 3.3231827 13.6834100 11.0742905 9.5052536 13.7971535 12.8247608 7.3034465 7.2753545 9.3845837 5.5678070 10.4605084 9.4497753 1.6069633 2.2590615 13.6631300 3.2590465 10.4262428 0.3846025 NA 10.0463619 8.2153631 12.5022268 9.2600772 14.8243280 9.4817379 9.7087642 5.6915258 7.1527685 9.4658451 13.7394300 11.2432874 12.7489920 12.3049366 10.5427726 NA 10.5030923 10.7117620 10.4262428 8.9745468 8.4773410 7.9795304 9.5915981 12.9406906 7.1833257 11.6368510 5.5000595 6.7654061 8.0942419 12.8678444 11.5920048 12.4328435 6.8870841 -0.2004153 NA 9.0320421 12.3883358 11.2851688 7.6388247 11.0599527 11.4746961 12.4845889 10.0151542 10.8774383 2.7065085 10.6638073 9.0248286 6.1571731 9.6989781 11.4250104 2.3845748 8.6372490 12.1493074 9.3436197 10.8223358 9.8697422 2.1215459 15.2781065 7.0225609 6.9289044 8.1705701 5.8657110 9.0115096 9.9327634 9.0163671 8.5760542 3.5000627 12.0522867 9.3845837 8.9289041 10.5822099 10.3756331 10.4848080 11.8157330 4.1215459 10.2824291 1.7996261 12.4447336 8.7811885 7.3958109 9.2248371 9.3095941 12.1777806 1.1215459 8.5087052 1.1215459 10.2347705 10.5430756 10.9221257 11.9803074 11.5830287 9.1125041 10.7829711 10.4711623 10.8416225 7.0284399 9.1516645 9.8038416 0.7995847 1.7996261 NA 8.4826156 11.2562554 9.4307983 -1.2002495 9.1516645 8.8910567 10.5108580 TCGA-A4-7585 67 1 1070 NA kidney stage iii t3a n0 m0 19-3-2015 male 2007 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.47.0 NA NA 1 2 4 2 1 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.0153702 10.3275165 8.9482828 6.1928077 10.9156344 8.7843613 4.5676550 12.9209529 NA 2.6850207 NA NA 9.9053918 9.7987556 8.7307731 3.4399023 8.9761843 9.0204039 9.5359816 11.1731047 10.1362246 8.5445484 6.2923437 5.5051923 9.8859122 7.9234184 11.5678476 8.0708760 10.4643225 8.9174344 3.1444380 11.1018110 8.7830457 10.0611389 10.1743597 7.8574411 11.9238661 10.3471834 9.8074728 8.2396023 5.1279551 -0.3149120 9.8834586 7.6622931 0.2699906 6.4663726 11.0428404 2.1444380 9.9216257 10.5858803 2.9329494 8.4381968 11.0562456 11.4407357 8.1464928 15.8000470 8.4315277 10.2410405 4.3574394 9.8220046 7.1485376 7.3609708 0.6849982 7.5798311 9.6696242 9.0204039 9.4103797 9.6536802 9.3024811 10.4769904 6.8993328 13.7068177 10.7259881 0.2699906 11.1710943 9.9121361 7.4197234 NA 4.3574394 12.8522748 7.8895849 10.2723222 6.3785012 7.0248637 10.6116801 8.9887943 11.2986027 NA 10.0546108 NA 0.6849982 9.6486321 4.1768653 10.0784040 10.3120914 10.1898325 8.2605526 9.8655443 9.6341106 11.5143002 9.4273229 10.0687178 12.5416336 5.0425655 10.4124959 10.4502997 10.0880255 11.1685774 10.7232467 NA 2.9329494 1.2699906 1.4923660 5.1279551 13.4911100 7.7537917 12.7410585 9.5546073 10.4753620 4.3854517 7.0024257 8.7170591 11.0762571 10.1668130 11.6552938 7.6850136 10.3653730 10.4264805 2.5918948 2.0069443 1.4923660 0.2699906 9.1708429 13.8753012 9.4061127 9.3125474 9.6836040 4.4129373 9.4171810 7.8871371 9.5565338 13.7400841 8.2774706 5.6038755 9.2932592 11.4152713 9.2328720 11.7809050 12.6770667 10.7658311 10.0181689 8.8797704 2.5995796 11.9305662 9.7777706 10.4569156 9.2202888 7.5553783 2.1444380 7.4163322 10.5151325 6.3349883 8.9576317 11.1793691 8.3396496 10.8436232 10.4552644 9.6594282 11.3712952 10.1753630 8.0957615 4.5179056 6.4531982 9.9388611 NA 10.5546074 8.0359527 6.5429947 12.3841521 11.2460627 10.0125662 10.9663641 10.8908067 9.1728535 10.9320005 9.0046856 10.7080748 7.2624426 1.2699906 10.0012950 4.5676550 3.5919068 10.3758845 2.3854586 11.5412445 2.4923660 8.5003970 6.2997227 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10.3797519 7.4442306 8.0664261 10.6620796 9.0959708 8.5941103 2.8872913 3.9941995 9.7932479 8.8539542 5.4156607 5.3962965 9.4894817 2.7718011 10.5211160 3.2743064 5.9941973 9.1086836 9.8243733 10.4536292 7.4536295 15.2479818 8.3186996 10.8334014 4.9682014 10.2312368 8.6193848 3.6462779 4.6131073 10.1591045 9.7960214 8.9147630 9.5520715 9.8898811 8.1980698 8.7528967 5.9550268 12.4249488 11.3941621 NA 11.3109640 9.3396093 8.0228932 NA 6.4722457 12.3865151 9.3199850 9.5399895 7.6172955 9.2966733 10.6635889 7.8557275 7.8714161 2.1868491 9.7045120 NA NA 10.8107242 3.0937292 7.9682025 9.4204624 10.3772847 8.6401133 10.0982347 9.3815996 11.7581711 9.1410391 9.8838102 14.1226984 2.6462779 11.1808460 11.4547998 10.3815995 9.7642715 10.1497387 NA 2.6462779 0.1868808 0.7718011 8.4791643 13.6295271 11.1190574 11.2888184 10.4716668 11.0884638 4.4347683 8.5727052 5.3365905 10.9682024 10.6390840 11.4093267 7.1057064 7.7904691 10.8807652 5.2092116 3.3567636 6.6786959 0.1868808 10.3441896 13.1199801 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8.64042065 11.15422104 13.10024317 10.09724431 7.26991211 14.69492714 8.49477320 11.22235454 4.67999797 10.45594188 8.23869755 6.47240491 3.24800344 9.39467126 9.81141965 8.62408627 9.68046555 10.57868780 8.37700398 8.27853309 7.24499453 12.06183356 10.64590399 4.16755062 11.83131813 9.38205267 8.95967106 NA 8.41324330 11.88844882 8.49582985 9.66364082 8.13807977 9.74320122 11.74919442 9.85898633 7.14124271 1.66502887 9.69249572 3.12447703 NA 10.24562306 3.86144924 8.92243812 9.64756869 9.39976006 9.17614422 10.07726744 9.11557432 11.56387851 9.30408957 10.14752231 14.85594250 1.78052008 11.08335812 11.70807771 10.41993796 8.42881615 10.86083271 NA 8.73919194 0.66502887 -0.33497113 7.37470827 12.79958369 9.94349986 7.09689644 8.96807001 10.12516495 5.37470914 8.44859458 4.34687181 11.96692760 10.18075021 11.75524776 6.95045208 6.25001222 11.11780645 3.88744729 6.78744683 8.73651288 0.66502887 9.66833403 13.19927222 10.17713247 11.21001486 10.21579725 7.78399154 10.11178917 7.39750094 10.48392277 5.90026787 9.31250885 5.75251312 10.24355520 9.31729796 9.07656150 12.46298209 10.51913958 11.75350743 9.48469724 9.19317887 8.85014870 11.54463366 9.00786600 9.62311971 8.87693864 7.55176285 -0.92002462 9.23364005 10.55100097 5.00394848 7.69887688 10.86635753 9.16688764 11.28542297 9.15957268 10.64946888 11.55544136 10.08149609 8.76984148 4.97490554 9.07160984 10.20194513 -0.92002462 7.95967106 9.29258438 7.16755062 12.39961893 10.31310830 8.97642035 10.49714927 8.82660219 9.58043194 10.79690740 8.96120194 11.01193347 9.66081758 5.20937148 10.81754652 5.74542290 1.53953107 6.40201607 3.12447703 10.71126499 3.12447703 8.92322377 5.65729129 4.79433268 NA -1.91975167 11.73270886 10.75494219 11.02571466 10.97623108 7.11351090 10.74784925 6.73701338 9.69387737 10.64161457 11.22251412 9.15222044 10.01819726 11.98142625 4.55582229 8.67441263 0.08011186 NA 10.41547824 8.02845533 8.82239747 8.66128857 9.65041795 12.68770721 10.89045870 2.88744729 11.05754673 13.66575468 10.49027418 NA 4.38039699 0.08011186 1.66502887 8.18991843 14.98903166 9.48150077 9.12721178 12.21619789 NA 9.51471622 9.28647968 9.94852463 9.49424458 8.12584738 11.78809402 10.16489624 10.49952144 9.96977057 5.06877398 10.43157930 9.06592984 6.16420501 7.10400845 10.49503733 -0.00747200 0.00569190 0.00430210 0.00000000 0.76291000 -0.00263220 -0.01550500 0.70738000 -0.05266600 0.06336600 0.06336600 0.06336600 0.06336600 -0.00747200 -0.00747200 -0.00747200 0.00569190 0.00430210 0.00430210 0.00430210 0.00430210 0.01335300 0.00000000 0.00777830 0.00777830 -0.00263220 -0.01078400 -0.01078400 -0.00733390 -0.01045300 -0.01045300 0.00058246 0.00058246 -0.00581400 -0.04102400 -0.00124730 -0.08211100 0.06336600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.722 0.722 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.707 0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.722 0.722 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 12.9268515 12.9968538 10.8179690 11.8116191 10.1155743 NA 1.8874473 9.6645808 10.0321302 -0.9200246 8.8978712 8.3244520 9.1735055 11.8169126 6.3562125 6.9779336 7.0659298 8.0313726 6.6346775 8.6790708 12.4777625 9.8437152 2.1675506 9.5948019 10.1518854 10.3847244 6.4551266 12.7398609 10.1967568 8.8801789 12.0716000 5.2298340 6.8874424 8.0211354 10.3125088 10.5980033 9.7874470 10.3798683 9.0386406 NA 10.4042685 9.5784385 7.8147978 11.7356186 4.7094450 10.9232238 9.2431085 6.2145134 5.0458710 9.8249217 7.9703521 13.6831926 9.5724418 10.0063839 13.8903081 12.5257495 8.5271712 9.5482027 9.9820860 6.7347245 10.6250524 9.7135372 5.2699121 7.7130833 13.8764825 6.8416386 8.1326560 2.7239517 -0.9200246 9.8441301 9.6139044 13.8193148 9.2209176 14.8559425 9.6002155 10.0097162 5.6145067 12.2988782 9.9516082 12.2753063 11.7552478 13.8654637 12.0237016 11.0244340 1.4020127 10.0382781 10.5471839 10.9661655 9.2531403 9.0765615 8.0814962 9.8978710 13.2348665 9.7533969 11.6585774 6.9192912 6.2399593 9.1675509 13.1647871 10.9832166 12.6793615 8.0487550 -1.9197517 -1.9197517 9.6394650 12.7040837 11.7860237 7.6114697 11.3308305 11.6857989 13.2654667 10.9460144 10.8536392 5.7094450 11.7521817 10.0811441 5.0458710 9.9380689 12.7556370 6.0968964 9.9745267 12.7118766 8.7203329 11.6700901 10.8139506 2.4020127 14.9438144 5.9722975 7.0602279 7.4249389 7.8299574 9.5679279 10.0141473 9.5129221 8.8251486 4.7382977 9.4020161 9.9527628 10.3055967 10.5903576 9.5563279 11.3830124 12.4643995 4.5719437 10.4381896 5.9929768 12.9092165 9.8801789 7.8630861 10.2157972 9.5784036 12.8688062 4.9627295 8.4958298 3.9380693 10.5510010 10.6855675 10.8898560 12.3996189 10.3535921 10.0648624 11.0119335 10.5060905 11.0540866 9.2506390 9.8020415 10.7558244 2.6036441 0.6650289 NA 9.8577542 10.7003169 10.0145160 0.6650289 9.5147162 8.0871154 11.0117488 TCGA-A4-7828 74 0 NA 0 kidney stage ii t1a nx m0 23-10-2014 female 2011 NA NA 40 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 NA NA 2 1 2 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.1420938 10.3922152 15.8148524 10.5799817 10.3728629 16.5648368 8.4323131 10.6524138 4.6774237 9.7842766 7.3096937 7.6917812 1.8450283 8.3977041 8.4323131 9.2838678 9.5571315 9.6015257 8.2767437 9.3362084 7.1263266 13.5209700 11.7450214 NA 11.8009264 10.2203029 10.7959516 NA 7.6917812 9.8537485 8.2767437 9.9516874 9.3955134 8.2034943 11.3653262 9.3487191 6.5398567 3.4930068 8.6537895 4.3554956 NA 9.6574510 4.7884560 8.7967820 9.1394779 9.0861376 8.3756442 9.4909503 10.5799817 11.5113202 9.7322741 10.2985985 12.2887457 2.2034831 10.8630782 10.7196322 9.6620151 7.2814970 9.8876587 4.2814980 1.8409264 -0.9663479 0.6185206 4.3189748 13.2919147 2.3554956 3.4258889 9.1628525 10.3723059 2.0335816 6.5881584 7.9039343 10.7482443 10.3264663 11.9327376 8.3756442 6.3096946 10.6679268 3.1210320 7.7750367 4.3189748 0.0335111 10.2472814 13.1889412 8.7095267 11.2252457 9.9650457 7.1782276 9.9913971 7.4930012 10.1219470 6.9993540 9.4493113 10.8489528 10.0974836 8.7817623 8.6899945 11.4107801 13.0564575 11.2122344 7.8727734 9.2059970 4.2662318 12.2484957 9.5443337 9.4248132 9.9913971 5.6917798 0.0335111 8.4702810 11.4188927 8.6667829 6.9910195 10.9676290 8.4365816 10.9287661 10.3599990 10.7691256 11.6222842 10.0949407 8.9022533 5.3734185 8.3096942 10.0468922 -0.9663479 12.4168688 8.8473509 6.9643074 12.5503776 10.2034946 8.8263597 11.1289666 8.8521518 10.1499135 10.7912429 9.3998918 10.3628053 8.2599819 2.3554956 11.2728697 7.6034253 2.2034831 2.0335816 3.2814905 10.4634992 6.0559375 10.6133569 5.9420218 4.2430216 NA 1.3555238 11.4091520 10.6505778 10.6715528 10.9910344 8.9419622 8.1208200 5.7322041 11.7678558 11.1319306 10.8497532 8.6846213 9.9746171 11.6931195 1.0335816 8.0861378 NA -0.9663479 10.1724813 8.7597877 9.2838678 8.6611033 9.7976118 13.3952392 13.1488571 1.0335816 11.5120864 12.2540990 10.3706339 0.0335111 2.2034831 1.0335816 NA 6.5804636 13.6480493 8.5334154 7.8759201 12.2098985 NA 7.5294243 8.7635812 9.8025808 9.3038648 7.4301740 11.4619297 9.5736975 11.2106776 9.0711164 7.8569365 11.0545494 8.6204094 4.2214131 7.4747297 10.4172738 -0.00060903 0.00027728 0.00235810 0.00138680 -0.00526100 -0.00166290 -0.00387790 0.00221930 -0.02520900 -0.00097017 -0.00097017 -0.00097017 -0.00097017 -0.00060903 -0.00060903 0.00176570 0.00027728 0.00235810 0.00235810 0.00235810 0.00235810 0.00346870 0.00138680 0.00180300 0.00180300 -0.00166290 0.00186780 0.00186780 -0.00387790 0.00110930 0.00110930 -0.00221680 -0.00221680 0.00000000 -0.00027724 0.00155410 -0.02520900 -0.00097017 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12.3588750 12.1594673 9.2862350 10.6292932 9.3224357 -0.9663479 5.4429601 9.9031633 10.9226704 1.8409264 10.6679268 8.6882055 9.3588749 9.7942895 6.2233936 6.5413646 6.6260273 8.4702810 7.7165643 8.0475902 11.1090487 9.8425337 3.7340050 9.1157187 9.6319291 10.5673859 8.9687345 3.2814905 11.1756766 10.0587091 12.5023119 4.2034909 6.7884573 7.8377005 9.5929466 10.4080657 10.340201 10.287417 8.088852 NA 11.560069 9.270780 6.775036 10.630225 3.618532 10.474958 9.187122 6.754668 7.681028 9.972414 7.300356 13.160193 10.445081 10.068369 13.215886 12.368681 7.412948 8.679228 10.743515 6.891550 9.607217 9.461930 9.836893 7.584316 13.891356 9.402076 9.039194 6.610998 4.203491 10.015850 8.269583 14.188823 8.956897 12.288746 8.844141 7.907014 7.658219 14.548129 11.851552 16.318710 11.932738 11.794705 12.510442 10.630225 3.033564 10.055244 9.472361 11.507529 8.858528 8.689994 7.323588 10.333922 13.107209 9.092914 11.337350 1.033582 6.271975 8.033569 13.720075 10.932549 12.034978 7.152511 1.355524 NA 10.795952 12.679678 11.098976 7.305033 10.757230 11.728580 12.702233 9.746097 10.427496 6.033571 10.357187 11.026862 6.281498 10.037790 14.792816 6.364487 8.215964 13.261704 8.474439 11.161886 10.190916 1.840926 13.466111 5.895029 7.083418 7.723567 9.893881 9.061475 9.943463 8.113055 8.391122 10.926492 12.009238 10.575634 9.635340 10.676975 10.272571 10.190285 11.211301 3.493007 10.364486 2.493007 12.843263 8.688206 6.747816 9.965046 9.615316 12.372445 5.300354 9.195961 6.110384 11.418893 10.868436 11.232935 12.550378 10.632087 9.836893 10.362805 11.094941 11.053536 8.578534 10.036385 9.683724 1.618521 1.618521 NA 12.125335 9.785030 9.546310 3.557128 7.529424 7.919266 10.424813 TCGA-A4-7915 35 0 NA 7 kidney stage ii t2b n0 mx 23-10-2014 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 209.34.0 NA NA 2 1 1 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.4418022 8.6442760 9.4166265 9.7898981 9.0192313 11.2719780 9.4001479 8.9221598 4.3893328 10.7914785 4.4158060 8.4125245 8.8608595 10.0127423 10.2505367 1.4418022 9.0459584 9.2080946 10.0347932 10.6633895 7.7765548 10.1769956 10.4732378 8.3486928 7.2231619 6.2194106 3.8823789 10.4304871 8.0073127 3.5413414 3.4924301 10.4649627 2.6344539 8.0051350 9.6971683 8.4304868 11.4667302 14.1825468 11.5178544 9.5322928 15.4807703 8.6188660 12.3148069 4.3623647 9.8596548 7.4924285 8.7739986 2.4418022 7.4353477 8.0246161 9.2764992 9.7145988 11.5362571 7.7165966 8.2436262 7.0979721 13.1009063 11.2450109 NA 11.4321090 9.8630317 7.3348873 1.2194009 5.6231323 11.2801059 8.1362847 9.9319370 10.0680328 9.1658288 11.9048888 9.4272378 6.9493248 -1.3654997 8.8292042 1.6344539 NA 10.1847132 3.8043737 8.3876641 9.5629659 10.0208489 9.3392156 10.9773555 9.6067093 12.4924634 9.8199424 10.1122057 14.0391233 4.4673382 11.1354337 10.8536159 11.2280720 5.2043012 10.5633359 -0.3654997 0.6344074 NA 0.9563541 8.2801059 13.4798395 9.8548257 5.7533879 9.1162467 10.1957354 10.9809612 7.6623536 10.5216681 12.3245546 10.2647146 11.5453862 7.9035740 6.5944500 10.8295120 4.3623647 5.0094860 9.4084108 -1.3654997 9.2005014 14.6162377 9.3348871 10.4677329 9.6595869 6.7841951 9.1706947 7.5857325 11.3495579 9.7797428 9.2962254 6.0938792 10.5133490 9.5231906 9.2362183 11.6761066 13.7130986 12.0464880 10.4207170 9.8049985 7.1245763 12.6475956 9.6188660 9.2619814 10.7889491 1.2194009 -1.3654997 8.1222876 11.1895158 4.4766733 8.3917707 10.7876828 8.8205616 10.9453442 9.8408514 10.2231621 13.7036874 10.6540382 8.1553607 4.2783045 7.7791054 10.9137678 NA 12.0109798 9.1736062 6.8390186 12.9248983 10.2993391 10.1288030 10.1784459 9.6153010 9.2090410 10.4559106 9.2619814 10.5751280 9.8149783 1.9563913 10.0240787 7.9244663 -1.3654997 5.9920002 2.2194009 10.8912458 8.8632661 8.0459584 7.4517189 3.0267647 9.2005014 -1.3654997 11.4145771 10.3443928 10.6743946 10.9032818 8.8584492 8.4861963 6.9705523 10.0062241 11.3847357 11.5753116 9.9659242 9.9892477 9.6609709 4.2783045 8.5383294 0.6344074 1.4418022 10.2151771 8.9875943 9.7179267 8.3759143 9.7085889 13.6001866 11.9899362 -1.3654997 10.3729620 13.4454207 9.7572755 -1.3654997 8.5383143 -1.3654997 3.1580138 7.4256104 13.1930475 7.8941908 8.7993545 12.1153638 8.1813421 9.8746425 9.2162036 10.3529803 9.6491654 7.5857325 12.5555445 9.9563756 10.7720791 9.0794624 7.5857325 10.6425259 9.5048122 4.7082700 6.2643131 9.9709540 -0.0037879 0.0787270 0.0034687 0.0077783 0.0000000 -0.0027114 -0.0012473 0.5970100 -0.0391220 -0.0252090 -0.0252090 -0.0252090 -0.0243870 -0.0365380 -0.0037879 0.0062481 0.0787270 -0.0052414 -0.0052414 0.0034687 0.0034687 0.0128050 0.0077783 0.0096403 0.0096403 0.0136320 -0.0013858 -0.0013858 -0.0012473 0.0034687 0.0034687 -0.6884300 -0.6884300 -0.0040162 -0.0107840 -0.0217610 -0.0391220 -0.0252090 0.000 0.000 0.000 0.000 0.000 0.000 -0.688 0.000 0.000 0.000 0.000 -0.671 0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.688 0.000 0.000 0.000 0.000 -0.671 0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 12.4320076 12.7860190 9.9099900 6.6568152 9.9524253 10.2417778 1.8043840 9.7507914 10.4780898 2.3348829 8.6609710 9.5930002 9.2528329 10.4550253 6.4609964 5.4026301 7.3033323 8.6856564 6.1422419 8.4158072 6.9012338 10.7334665 2.6344539 9.4617901 10.4939822 11.1570290 6.9608766 5.4026301 10.2440879 9.8936022 12.3273767 0.9563541 7.3725395 7.4158068 9.1040892 10.2311031 10.3935034 9.9123160 8.4514312 0.2194628 11.4034588 10.3859915 6.8680669 11.0833380 7.5828149 11.2774017 9.7656614 6.6842956 5.9742976 10.0486042 8.2473161 14.3010598 10.0034995 9.8853379 12.7646158 13.1323616 8.3976597 9.9244663 10.3623679 4.3068747 10.6737092 12.6509075 10.4038721 8.5973435 13.6173073 7.5231910 9.0417153 8.5170906 0.9563541 10.4986335 9.0969497 13.7797826 8.8941908 14.0391233 8.8680672 9.1020529 6.4840721 8.3759143 11.7005366 15.6906618 11.5453862 12.8348863 13.2433375 9.3876641 2.3348829 8.5828145 9.5247117 11.5071223 9.2362183 9.2362183 7.8560345 10.0507172 13.5544280 8.6145869 11.8570884 6.8487669 7.5562884 9.4239811 13.5877645 11.1340442 12.5176635 6.5592593 NA NA 12.1576418 13.0976525 12.1382682 7.4158068 10.4276443 11.7124314 12.5944494 10.3880821 10.7723992 5.5292650 10.3746498 11.9910369 5.4799387 10.0669894 11.3647562 4.4158060 8.1871165 12.2996690 8.5900975 11.0861737 9.8224180 2.0938644 13.2483520 8.1739164 8.9754101 7.6182959 8.1122059 9.0299815 10.3521239 8.2783036 8.5754950 3.1580138 9.8049985 10.9184039 8.5784274 10.8420719 9.9742974 11.0688150 11.4243886 5.0607132 10.0256911 6.2854984 12.8610463 9.3834788 5.0607132 9.6595869 9.5952314 12.6286240 3.0938813 9.8578459 3.6344423 11.1895158 10.7328086 10.1663163 12.9248983 10.9991293 9.3657665 10.5751280 12.0758355 10.4454207 6.5109651 9.8554302 10.5674003 2.0938644 4.1224491 0.2194628 9.8548257 7.2990724 9.7285251 -1.3654997 9.8746425 7.5798914 10.8539185 TCGA-A4-7996 61 0 NA 506 kidney stage i t1a nx mx 19-3-2015 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 209.44.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7207829 10.4949015 8.1634328 8.6321580 11.4341222 8.8524315 8.6097516 5.0570430 4.4867272 10.0131378 9.4688568 5.2919976 6.8685979 10.4987453 2.3168119 9.7196209 10.4732304 8.1404591 11.2079759 10.5392682 10.9177291 8.6639206 15.6894636 9.1381417 10.3537254 4.6902606 10.0527431 8.0704752 4.0668211 3.0503624 8.6139272 9.7107038 8.9917973 9.1381417 9.6309223 9.2992776 9.1548604 6.7430679 13.5153313 11.3423196 NA 11.6150734 9.5845554 8.7483951 NA 8.4376293 12.4007653 7.9827843 10.4670113 7.4215204 9.3325976 11.0042578 8.9763121 9.0870610 4.3003141 9.2324104 -0.5576669 NA 10.2168460 2.9866476 8.5173666 9.9622973 9.4305448 9.1871672 10.2893907 8.6172592 11.6726762 8.9866538 9.4066742 14.2441260 0.8573441 10.5366531 11.4314913 10.7384849 9.8800855 11.1058915 -2.1424170 1.8573839 0.1792562 -0.1425763 6.3651658 12.9595517 8.1565791 10.6385257 9.7211700 10.0981623 4.1792961 8.7947447 5.0957768 11.8254077 10.5647301 11.4514085 7.4939955 9.2011119 11.0581163 5.0957768 5.9234606 4.9554012 -1.1427356 10.1314578 13.0978269 10.0403859 11.5265882 9.9530976 6.1792981 9.8769617 7.1838001 10.3475048 9.7063850 9.0861896 3.9017647 9.7508204 10.2930412 8.6550323 12.3739943 11.9442535 11.6833235 10.3743020 8.8962900 8.8542469 12.0271394 9.3280297 10.3078090 8.5946183 9.1421949 -0.5576669 7.4812521 9.6448654 1.9008765 9.0574113 11.2823245 8.8367961 11.2397247 8.1983336 10.3093547 11.8740921 10.1894075 8.4807676 4.9126547 7.5954634 11.1226929 -2.1424170 10.0656053 7.8907938 7.0045755 12.0678140 10.5578106 9.3701113 10.6777493 9.2704698 9.1843621 10.7737991 8.9866538 10.8806055 8.9756631 5.3003141 9.8720889 4.1241544 3.1427728 8.7620056 3.0668297 11.1570083 0.8573441 8.9554029 5.5285932 4.3492237 -1.1427356 1.9448210 11.4652791 10.7402050 10.8764404 10.9694846 8.2138231 9.7724286 6.9136291 7.6870936 10.6845151 10.8150171 9.3168026 9.8042772 11.2768045 7.0422460 8.6910515 0.8573441 NA 9.9824614 8.7747429 8.8990300 8.3411865 9.2715277 10.9281627 10.7124341 5.0668254 10.2577167 13.2981752 10.0137700 -1.1427356 2.9866476 0.8573441 2.8115738 7.8317854 14.4157318 9.6655306 8.9024481 11.6372954 -1.1427356 9.4926355 9.0502617 9.9966024 9.4849048 7.4572840 11.4236628 10.5655926 10.7960317 10.0858889 3.6122581 9.5716165 8.9214399 5.7649220 7.1027337 10.7065805 -0.00097017 0.00208050 0.02104300 0.00000000 0.59494000 -0.00595220 -0.02246900 0.54436000 -0.08308600 0.04240700 0.05365900 0.06522600 0.06522600 -0.01856600 -0.01856600 -0.01490600 -0.04087200 0.00964210 0.00964210 0.00964210 0.00964210 0.02020300 0.00000000 0.00346870 0.00346870 -0.00595220 -0.01574100 -0.01574100 -0.02759000 0.01810300 -0.00998590 0.00291330 0.00291330 -0.04226900 0.53615000 -0.00235530 -0.08308600 0.04240700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.553 0.544 0.544 0.000 0.000 0.000 0.000 0.000 0.000 0.536 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.553 0.553 0.544 0.544 0.000 0.000 0.000 0.000 0.000 0.000 0.536 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 9.1994456 12.4524535 10.9585259 13.2775285 9.8457005 -0.5576669 0.6647559 9.3044542 10.1506558 -2.1424170 8.1218137 7.2215059 8.9003983 14.4233357 6.8260374 7.9112967 6.9632799 7.4385715 7.4423331 8.9038129 12.9361055 9.6366799 3.3492237 9.5146894 10.8019000 10.0344789 5.7702608 14.9917671 10.4681651 8.8267576 11.7215416 5.5438701 7.4042654 8.1123994 9.9027893 10.6928292 9.7153518 10.2558474 8.7169059 -1.1427356 9.5525992 8.7821835 9.2878234 11.5555330 5.5852901 10.4078772 9.8945747 7.1029237 4.4867272 9.7099004 4.9234582 14.1115507 10.3464662 9.8503092 13.7829949 12.0809202 7.7697360 9.2899128 10.0774469 9.7653882 10.3023858 10.7242634 4.9126547 5.3331052 13.2723534 6.5508576 9.2899128 0.6647559 NA 10.5910219 9.9085798 13.0738515 9.0013919 14.2441260 9.4853606 10.2804868 5.5923524 8.5182582 8.9044949 12.7539871 11.4514085 12.2430311 12.2662313 10.8826835 -0.1425763 10.5621392 11.0269828 10.9346874 9.2725845 8.6550323 7.9866538 9.6851106 13.2621466 10.6969684 11.5131230 5.8173726 6.9814919 8.1882877 12.8408985 11.8060119 12.5844937 8.1819453 -1.1427356 NA 9.2291476 12.7006050 11.5383391 7.3023858 11.4561213 11.5655927 13.0032633 11.1371265 10.5893262 6.2105174 11.0601070 9.3482218 4.2149252 10.1085574 11.0522878 5.5508576 10.0263563 12.3410551 9.9616420 11.1388663 10.3282839 2.8115738 14.8202669 8.3598646 7.1194662 8.1123639 8.3229372 8.9435070 10.0017105 9.8245971 9.1621159 7.7012919 10.1517045 10.1977774 9.9478141 10.1770430 9.7373369 11.1411827 11.4288865 4.0071148 10.0508963 1.9448210 12.1470858 9.4554234 8.1311666 9.9530976 9.8044599 12.6176230 3.9866567 8.9106181 2.0272956 9.6448654 10.9234601 10.8155611 12.0678140 11.1763373 9.4305448 10.8806055 10.5438715 10.4576114 9.6859041 9.2862544 9.4853606 3.2149174 3.3269256 NA 9.4876381 10.6099795 10.0512042 0.1792562 9.4926355 8.8057381 11.5977841 TCGA-A4-7997 67 0 NA 927 kidney stage i t1b nx m0 19-3-2015 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 209.44.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.59274106 4.04970917 5.82449548 10.87883698 1.21964869 9.74754534 4.72213264 4.38955993 10.33163312 14.58950384 10.64426676 7.72213400 15.34258769 8.42800375 11.46135231 4.64962121 8.94755425 7.48642075 5.54156130 2.07915621 9.67404746 8.80876473 8.97377915 9.29882233 10.36485845 8.73006827 9.91079576 6.78102786 12.94139769 11.15217676 NA 11.32772267 10.65872830 7.35804807 NA 8.16084458 11.69232475 8.06790918 10.79433252 8.32815834 9.63514093 11.08382002 8.95810142 9.19573662 -0.36531381 9.80834853 4.50913842 NA 10.37810331 1.37161462 7.71859384 9.65888768 9.85827090 8.42366136 10.23396437 8.90301838 12.23003536 9.06233357 9.43503200 14.48630659 -0.36531381 11.43015102 11.25580750 9.80709889 9.83842726 10.64752867 NA 0.63468619 NA 0.04977015 7.51118811 13.53616686 11.94006817 10.74884753 8.93082277 9.86349002 4.02698592 7.21712697 6.66073328 11.26083670 9.79832112 11.95316526 7.11040501 8.38174539 11.28662002 -0.36531381 5.30709696 7.89048682 0.04977015 10.48068409 13.61218985 10.50195011 11.14081367 9.76309549 6.62713841 9.35006137 7.37388916 8.54368456 11.55985490 8.54855800 5.76395328 9.78008138 10.20800300 9.56442295 11.86829109 12.28542401 12.04229324 10.39705347 8.77251649 5.32490059 11.90486937 9.02125235 9.51118831 9.02698896 6.58886752 0.85702552 8.56343654 10.58498429 0.85702552 8.36720068 11.38816677 7.90613418 11.19372980 10.21147063 9.65888768 11.68065854 10.61123556 8.00212978 3.21963321 8.41493761 10.30768591 NA 11.05058917 7.95960209 7.33279743 12.18541817 10.58814035 8.85625837 10.52366829 9.84939525 9.52948912 10.59575931 8.60045561 10.74210645 9.80959708 5.73620978 9.51578537 3.25916701 0.63468619 9.35975351 3.13717560 11.21524407 1.37161462 8.96035155 5.74528574 3.63467458 NA 0.04977015 11.34447324 10.37838384 10.88358729 10.76094569 7.64589832 10.23236084 7.75401026 9.94906578 10.57596358 11.10871530 9.24876773 10.12485372 11.37205960 3.72213810 9.15234088 0.04977015 NA 9.92238385 9.03270258 9.03626210 8.63748636 9.51067675 11.60860787 8.63090960 0.04977015 11.13783457 13.83936990 9.55651238 0.04977015 4.93235414 0.04977015 1.95661429 7.99661528 14.75989650 9.92545831 9.30355040 11.53314680 -0.95036923 9.37276365 9.70118220 9.34662520 9.78060358 7.30473736 11.72180272 9.56590139 11.40712343 9.70772390 3.80460087 9.78906767 9.16670264 4.31086358 6.96558806 10.38677323 -0.0043377 -0.0022333 0.6315300 0.0020805 0.6608700 -0.0048461 -0.0044312 -0.0024938 -0.0161540 0.0867400 0.0867400 0.0867400 0.0677960 -0.0043377 -0.0043377 0.0077783 -0.0022333 -0.0062286 -0.0062286 -0.0062286 -0.0062286 0.0126550 0.1099400 -0.0129020 -0.0129020 -0.0112160 0.0000000 0.0000000 -0.0058140 0.0018030 0.0018030 -0.0051227 -0.0051227 0.0154470 0.6491000 0.0090312 -0.0161540 0.0867400 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.622 0.622 0.000 0.000 0.000 0.000 0.000 0.632 0.000 0.000 0.110 0.110 0.000 0.000 0.661 0.661 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.659 0.659 0.000 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.622 0.622 0.000 0.000 0.000 0.000 0.000 0.632 0.000 0.000 0.110 0.110 0.000 0.000 0.661 0.661 0.000 0.000 0.000 0.000 0.000 0.000 12.9708060 11.0486518 10.2706918 13.1358037 9.2542801 1.2196487 1.9566143 9.4754493 10.0481900 0.8570255 8.3059176 6.9292927 8.3235043 13.0323015 4.6042967 7.9338795 6.9045768 8.1451058 6.7362098 8.6421658 12.7720362 9.8473704 1.8570653 8.7553413 10.3725159 10.8247018 8.8770516 4.5888705 11.3727637 6.5213837 11.7097862 5.5575051 7.6881447 7.3327974 9.3281583 11.0015400 9.7536124 10.1174793 7.9922235 -1.9500905 10.8576675 9.1634512 7.8998958 11.0024501 4.6195656 10.0560350 9.2791286 6.6195641 3.4759798 10.1174793 4.9566003 13.6424871 9.9885533 9.8766546 13.1890204 13.1990273 7.6421658 10.1060079 10.1467533 9.0913679 9.5589891 9.8437185 2.4420146 4.2196332 12.9372627 3.8046009 9.4334131 -0.3653138 -1.9500905 10.2447735 10.2928828 13.2459268 8.9596021 14.4863066 9.0468883 9.3552007 5.6459725 11.4728248 10.4970504 13.8159272 11.9531653 12.5560165 12.4398779 10.6754178 3.3351116 10.2070558 9.3235045 10.9815544 9.4430994 9.5644229 8.0183755 9.4127485 12.8516698 10.3123911 11.6550703 6.0609358 6.7007601 7.8794319 12.6317315 11.2533628 12.7534503 8.7562050 -0.9503692 NA 10.3534897 12.9865308 11.5774242 6.6717604 11.0190954 10.6687825 13.1751627 10.7854764 10.6278456 3.9076887 10.7305079 11.6620015 3.9804458 10.1867000 12.0300288 6.1104050 7.9369294 12.5314308 9.5575035 11.0910258 9.3005994 1.3716146 14.0888636 8.8677958 7.4072610 8.4766024 7.8730762 8.9239220 10.3403038 8.1331885 8.9922235 6.5173151 11.2885614 10.4694058 9.9509530 10.1258564 9.3800655 11.1256894 11.5104208 3.0941009 10.1056692 4.0269859 12.4247490 9.4905782 7.2761207 9.7630955 9.8266683 13.3339908 2.4420146 8.5791394 -0.3653138 10.5849843 10.7027779 11.3198582 12.1854182 10.9312053 9.4885007 10.7421065 10.3862155 10.5956169 7.4864208 9.3716371 9.6365487 -0.9503692 NA 2.0497005 9.8538399 10.2700903 10.0910258 NA 9.3727637 7.9338795 10.8363869 TCGA-A4-8098 73 0 NA 896 kidney stage i t1a nx mx 19-3-2015 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 246.42.0 NA NA 1 3 4 2 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.50635440 5.64100260 9.82278176 8.47063081 3.30471546 4.68323045 10.62167911 0.98280196 10.07686836 9.98771338 8.23071843 10.02308038 10.26240133 10.58270352 8.63742658 14.72662583 7.63384240 10.45497380 5.19224546 10.50340936 6.90165374 1.30474466 2.68322483 9.87229473 9.57804826 8.35129705 9.47564529 8.52194939 8.89418266 8.85161320 6.09131478 13.55009324 10.25308600 NA 11.88082520 9.93623054 6.84697714 -1.01712504 9.13887384 12.20226178 8.72594220 10.45598913 7.81251363 8.00793046 11.01483646 8.59565918 9.69254663 2.88968769 9.03263922 6.53737994 NA 10.46408561 3.07025192 8.63921552 10.39112048 11.42728801 7.81568045 10.69187452 7.91056838 11.66504575 10.07554787 10.04820689 12.98648428 3.15271885 11.73293657 10.38633535 11.28342924 10.46408561 9.61305790 0.56774013 4.37510896 4.53737684 -1.01712504 8.37939570 14.71453400 7.51026809 8.64812673 10.08869921 10.69316667 2.79014646 7.20195921 4.44222031 11.34061757 8.30922031 11.98250715 6.86543388 6.79014515 11.01999443 4.96007146 -0.01727104 6.21160995 -0.01727104 8.69359707 14.73574623 9.72425769 10.61305780 9.00515855 8.74931972 10.05693218 8.01621382 9.74735551 8.97147544 8.83765915 5.21160800 10.02454561 10.87760845 8.54884464 11.66490749 11.48487660 11.03603786 9.80057380 8.63921552 4.75044572 12.57478047 9.11464760 9.45446587 9.04483697 5.35782996 2.68322483 8.28199863 10.83453979 -1.01712504 8.92088547 10.76168918 7.65167601 11.21341163 10.62213146 9.11336139 11.70623836 10.43708997 9.70663933 5.68323045 9.45446587 10.05492334 -1.01712504 10.65300438 9.30020336 7.02170957 12.22298576 9.98349501 9.00793018 10.72172741 11.37483974 8.82041865 11.21004561 9.52968510 10.85392588 8.77558098 7.63742694 9.38367017 4.11207455 0.56774013 9.57150541 3.15271885 10.73349772 2.30471546 7.27741109 8.16689718 4.79014646 NA NA 11.89792315 10.07818778 11.05291163 11.75221533 9.35891620 8.87760838 6.47199704 9.46257098 10.25016267 8.63024928 10.03263922 9.35783018 10.82160069 7.88968161 9.53353746 0.98280196 0.56774013 10.14076920 6.22119462 9.45243256 8.59196958 10.12425924 12.99994710 9.86237390 1.30474466 10.20498189 10.26819295 11.14013765 NA 8.88745551 NA 3.30471546 7.74766197 13.25447258 8.91056868 8.32930437 11.57594836 NA 9.01345779 9.65289802 10.17446684 9.79255883 7.78692172 11.67562414 8.73767831 10.85892388 10.29647874 2.68322483 8.89118342 9.62844919 5.55961417 7.08974601 10.01414729 0.01098200 0.00027728 -0.01413500 0.73170000 -0.00954260 -0.00567570 0.73000000 2.26550000 0.04499900 -0.05409600 0.00000000 0.00000000 0.00000000 -0.77931000 -0.77905000 0.00722170 0.00027728 -0.00166290 -0.00166290 -0.00166290 -0.00166290 -0.80003000 0.72905000 -0.00434740 -0.00434740 -0.00567570 -0.00207840 -0.00207840 0.71848000 -0.02342900 -0.02342900 -0.00110870 -0.00110870 -0.79126000 0.06956700 0.00499690 0.04499900 -0.05409600 0.718 0.718 0.000 0.000 0.702 0.702 0.000 -0.791 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.761 0.000 0.000 0.000 0.000 -0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.729 0.729 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.718 0.718 0.000 0.000 0.702 0.702 0.000 -0.791 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.761 0.000 0.000 0.000 0.000 -0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.729 0.729 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.786922 11.389262 10.432971 12.131585 10.119782 4.409058 3.442227 10.025818 9.749891 1.567740 8.409055 4.112075 8.261240 12.724784 6.633842 6.960070 6.434003 7.291130 7.286572 8.313708 4.506354 9.596580 2.889688 9.965784 10.434002 11.201657 5.948575 9.465599 9.884412 5.724257 12.084755 4.409058 7.086079 8.427806 5.172616 10.439658 9.44835711 9.95935489 9.67453427 NA 9.35674334 9.37188422 8.99121939 11.31762261 6.40905483 10.39800431 9.96792106 7.41741880 5.23071795 9.41219743 7.71750027 13.80511258 11.07917641 9.20437771 13.83756172 13.19330986 6.88365747 10.31370762 9.65609982 6.21160995 11.15958718 11.61533160 5.37510896 2.79014646 12.56775320 3.84077541 10.74101397 -0.01727104 NA 9.95720523 7.84387772 11.91445162 9.47263865 12.98648428 9.61760172 8.85469606 5.95949893 8.85930773 12.31104487 14.70274097 11.98250715 11.19589493 14.34730158 10.93261745 1.30474466 11.12808605 9.73182202 9.52485529 9.35347812 8.54884464 8.16518488 10.02239528 12.70836998 9.24253391 11.55738190 7.19710953 7.90463161 6.13253777 13.55597752 11.20256428 12.43064882 9.24371025 0.56774013 -0.01727104 8.70217961 12.59289277 11.59795132 7.02170957 11.34610419 10.92236995 12.19832370 10.68106127 10.96150114 5.64100260 9.30809621 10.12999569 4.47464370 10.39800431 12.40886150 1.79014646 6.63384240 12.22176113 9.60025823 10.97360381 8.81092728 3.62664939 13.79275976 7.15986125 8.34692543 7.87563694 6.79657180 8.78853466 9.44324651 8.85304751 8.55643785 3.98279284 10.41794004 9.92530519 7.73098361 10.82238823 9.97218515 10.73976390 11.10949521 2.15270263 10.08542266 2.98278371 12.82367384 9.18491451 5.92530638 9.00515855 8.77351376 12.49824416 4.23071795 9.04348668 1.56774013 10.83453979 10.62484242 10.88780154 12.22298576 11.05324713 7.31370751 10.85392588 10.47514468 10.67795373 6.48263696 9.67801907 10.46105476 4.84077037 -0.01727104 1.79014646 8.70730460 10.23795502 8.27280938 -0.01727104 9.01345779 7.66929115 10.13887384 TCGA-A4-8310 58 0 NA 780 kidney stage iii t3a nx mx 19-3-2015 male 2012 NA NA 80 kidney papillary renal cell carcinoma yes 40 NA white not hispanic or latino 246.42.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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10.6771682 9.2837033 2.1326755 10.5636618 7.7620431 9.6640682 9.9773924 7.6325329 8.6124668 11.2143865 9.0092035 9.2307187 4.4546168 4.4546168 10.1256250 9.3782394 3.9906645 5.4725365 11.0674832 1.1327084 9.8825561 9.8042277 7.2516273 10.5771788 9.8469322 11.0410793 6.9968723 16.1338419 8.7437115 10.8988014 4.8331279 10.3366464 7.6002921 2.5921102 4.4147580 8.8572004 10.3930182 8.7195264 9.2606811 9.5828668 9.4957263 9.6766851 5.9400422 13.7910097 11.3633076 NA 11.3734780 9.2145297 7.8775203 NA 8.5673150 11.5815773 8.4410257 9.4353256 7.5673150 9.6582076 10.8537859 8.2747937 8.7306087 0.1326426 9.4064822 0.7176490 0.1326426 9.8546403 -0.8672258 7.4364675 10.3329723 10.4381785 8.9844358 10.3132175 8.8261735 12.0557151 9.0634239 9.9711028 14.2068699 0.7176490 10.7949278 10.6159986 11.0403285 9.2683960 11.0395772 0.1326426 1.1327084 0.1326426 NA 5.8469320 14.0431889 9.4261582 10.9887230 9.4455697 10.7293423 8.4318945 8.4792002 7.4769827 11.1940579 11.6586967 11.4692239 5.8741527 7.7400168 11.4938080 0.1326426 2.5921102 6.2722379 1.4545971 9.7611322 13.1965030 10.4962739 10.6295404 9.0259883 2.3026115 8.9496703 7.6325329 10.0229281 10.0076680 8.7120024 3.6562446 9.0786571 11.4160644 8.0153297 11.9360106 11.6028371 11.9850211 9.3063639 9.4523588 6.2963858 12.8434931 9.3360347 9.5704386 8.7138872 9.4736493 1.1327084 7.1494951 9.8529310 -0.8672258 9.4140256 11.0168572 7.7251440 10.2805276 8.9608233 10.2470797 11.9062380 10.2950780 9.5076827 3.8331229 8.1605925 9.8486486 NA 10.4376083 8.7288763 5.5250039 12.1623190 11.3277512 9.7053868 10.4455696 9.3841690 9.0244704 10.9609739 8.9303482 10.4472699 8.5120649 4.4546168 9.9074737 3.0395771 1.9400540 9.0061308 1.4545971 10.8597562 0.1326426 7.5962114 5.4364684 4.1770806 0.1326426 NA 11.8569873 11.0879733 10.5745933 11.1295132 9.2709585 8.5450448 6.8808789 6.6718453 10.7533647 10.1818545 9.3782394 9.8042277 11.0748346 8.7908981 9.7756409 NA NA 9.5599995 7.6043620 9.1042302 8.5335661 9.3457909 11.7098794 9.6776511 3.0395771 9.6424617 12.7195265 10.7510722 NA 5.0369297 0.1326426 2.9400352 6.7176490 13.2311300 9.3924299 7.3663065 10.8657020 0.1326426 8.7157695 9.7637455 10.6305385 8.5735559 7.2201490 11.4855577 10.3175620 10.6043619 9.4769825 0.1326426 8.2174949 9.4957263 4.8300727 5.9215030 10.8073203 -0.01807800 0.03228100 -0.00365080 -0.01793400 0.72848000 -0.00875490 -0.02821800 0.62242000 -0.12200000 0.09144500 0.09144500 0.09144500 0.06596200 -0.04387300 -0.04387300 -0.01807800 -0.01785500 0.00745770 0.00745770 0.00745770 0.00745770 0.02735700 -0.01988800 0.00000000 -0.00362890 0.00055459 -0.02685100 -0.02685100 -0.02821800 -0.02096100 -0.02096100 0.00513590 0.00513590 -0.02970300 0.66734000 -0.78361000 -0.12200000 0.09144500 0.000 0.000 0.000 0.000 0.711 0.711 0.000 0.000 0.000 0.667 0.667 0.622 0.622 -0.786 -0.786 -0.122 -0.122 0.000 0.000 1.355 1.355 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.728 0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.711 0.711 0.000 0.000 0.000 0.667 0.667 0.622 0.622 -0.786 -0.786 -0.122 -0.122 0.000 0.000 1.355 1.355 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.728 0.728 0.000 0.000 0.000 0.000 0.000 0.000 10.6483865 11.9179348 11.6899110 13.2642221 9.2798917 2.1326755 2.1326755 9.3888953 10.2818431 -0.8672258 8.4880377 6.7620431 8.6483863 13.5983168 4.9655765 6.5163903 7.3663065 7.8909099 5.5077249 7.5673150 9.7400170 10.1667978 2.3026115 10.1736613 11.1045894 9.8942378 4.3026115 12.1355017 10.0744678 6.7251440 11.9317557 6.1879696 7.2254436 8.5921184 7.2773451 10.2014649 8.7873228 9.8783610 9.2320345 -0.8672258 10.1913549 8.7195264 10.1750300 10.7769936 6.0868835 10.2830687 9.4891387 7.1933824 3.4546102 9.4432994 4.2619670 13.9838501 11.1333909 9.0663774 13.0534117 12.2376130 6.4990087 8.4134574 10.3941940 7.6002921 10.4273074 10.7001675 1.4545971 7.5463150 12.9496703 3.5250039 10.5468433 0.1326426 NA 10.1886469 8.5142296 13.0302485 8.6225347 14.2068699 9.0999129 9.0752013 5.5596234 7.3994736 10.6887136 13.0034367 11.4692239 11.8952763 12.6136031 10.1974294 NA 10.7143580 9.1071012 11.0459501 9.0795930 8.0153297 7.8156811 9.7025422 12.8550673 8.6165025 11.3335852 6.1661088 7.8191872 8.2333488 12.8730103 11.6365124 12.1501911 7.3421405 NA NA 8.6679620 12.7345735 11.2779756 6.2412110 10.6394901 11.4189556 12.0955827 9.6815087 10.9793523 4.1326838 9.9238495 8.8313912 4.8051118 9.3675041 11.3713900 3.0395771 8.7620431 11.7819338 9.6424617 10.7492355 9.4703085 1.7176490 14.1200395 9.5139593 7.7251440 7.7931461 6.9335868 8.6325325 9.7819429 9.7455552 8.8528968 5.4902396 10.6537963 8.7638637 8.9416510 10.8640057 10.0130355 10.2709585 10.9177304 3.4546102 9.8983872 1.1327084 11.8275081 8.9222204 7.3026115 9.0259883 9.8398732 12.4603796 0.7176490 9.0153297 -0.8672258 9.8529310 10.3335853 10.6053775 12.1623190 11.3791304 8.0395771 10.4472699 10.5399544 9.1156802 8.7747383 9.2747937 9.8331263 NA 0.1326426 NA 8.5250039 11.4934762 9.2346623 NA 8.7157695 8.6464143 11.2600362 TCGA-A4-8311 60 0 NA 729 kidney stage i t1a nx mx 19-3-2015 male 2012 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.4797431 10.0239815 5.4122192 15.6204127 9.1491847 11.0136184 5.3126833 11.0713824 7.5660243 3.5927919 5.3935844 9.2212903 9.6651996 8.5193489 9.8272565 10.2144123 8.8672723 9.1273802 6.4241915 13.2390852 11.1250898 -0.4947188 11.6352553 9.7923135 8.0789754 NA 10.1626469 12.4048741 9.5994061 8.5901368 7.8628803 9.2834056 11.1657700 8.1812855 5.6465169 NA 9.1473800 -0.4947188 0.5052812 10.1310373 2.0902776 8.0675710 10.1927041 9.6963876 8.8650778 10.3118780 9.4031738 11.0734698 9.1900770 10.0031803 13.9547350 1.8272500 11.3791954 11.4783082 10.2924147 11.7350485 10.7514752 1.8272500 2.3126942 2.8272500 NA 4.7147840 12.5342704 9.1795208 6.9062076 9.5927913 11.0195493 7.0751839 9.0210283 4.0288874 11.3382184 11.2217192 11.5438634 6.2997447 6.5053289 11.0613554 4.5927919 4.8272550 9.0694780 0.5052812 9.7062270 12.5451042 10.1292098 13.2459524 10.3207117 7.4826079 10.4046853 7.5109532 10.6614810 7.8847066 9.1126587 4.5497246 10.0410606 9.8792810 8.7172168 12.0308492 10.9099378 11.5704079 9.1563802 8.8531049 7.3860142 12.2077176 8.7860990 9.6190705 8.3062285 7.9231807 NA 7.9147194 10.0751840 3.5169985 8.0598787 10.6288032 8.9524116 10.7257067 7.7860990 10.2710289 11.8088238 10.1804033 9.0684483 4.4595234 9.1970719 10.0464250 1.0903115 9.2092321 6.5927919 6.9399564 11.4170948 10.8311960 9.1759846 10.4054405 10.3925491 8.9871278 10.8472697 8.8407188 11.2169953 8.5741068 6.5606110 10.3849116 3.5927919 2.3126942 7.1200377 0.5052812 10.3933105 1.8272500 8.5415021 6.3124256 3.7532515 NA 0.5052812 11.5798044 10.5788005 10.9498257 12.2834055 6.9971817 10.3749222 6.2099231 7.6550756 10.4573416 10.3021792 9.0031803 9.8272565 10.2956769 7.7437331 9.3617539 1.5053320 1.5053320 10.3741509 8.7000852 8.5767908 8.4911705 9.9104699 11.0175750 9.1617532 6.6550756 10.5074402 14.0300537 10.7159997 NA 2.0902776 -0.4947188 1.0903115 7.7674231 14.3395031 10.9051403 8.5276963 11.7347481 NA 9.5980854 8.5020561 10.0675708 9.3175058 6.9062076 11.4868957 9.8672721 9.9830867 10.2332489 2.6752514 10.5980855 10.1473801 5.6452895 8.4484001 11.0066680 -0.00346270 0.01838300 0.77291000 -0.02671400 0.77984000 -0.00055444 -0.01202400 0.74347000 -0.03585700 0.16491000 0.16491000 0.16491000 0.17076000 -0.00346270 -0.00346270 -0.00346270 0.01838300 0.77016000 0.77016000 0.77016000 0.77016000 0.00388540 0.00305220 -0.00069303 -0.00189990 -0.00261240 -0.00968060 -0.00968060 -0.01202400 -0.00776320 -0.00041585 0.75662000 0.75662000 -0.00899060 0.75005000 -0.00885260 -0.03585700 0.16491000 0.000 0.000 0.000 0.000 0.000 0.000 0.757 0.000 0.000 0.758 0.758 0.743 0.743 0.000 0.000 0.000 0.000 0.000 0.000 0.736 0.736 0.762 0.000 0.000 0.000 0.770 0.770 0.000 0.000 0.000 0.000 0.000 0.000 0.780 0.780 0.000 0.000 0.000 0.000 0.165 0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.757 0.000 0.000 0.758 0.758 0.743 0.743 0.000 0.000 0.000 0.000 0.000 0.000 0.736 0.736 0.762 0.000 0.000 0.000 0.770 0.770 0.000 0.000 0.000 0.000 0.000 0.000 0.780 0.780 0.000 0.000 0.000 0.000 0.165 0.165 10.5761202 12.4046853 10.9570547 12.9853612 9.7918862 NA 3.2057678 9.8683681 10.1232825 -0.4947188 8.0522230 6.1635390 8.9585991 11.1799621 5.6550741 5.5927919 6.6448801 8.3787726 5.8272576 8.4331063 13.4872524 10.3302871 NA 9.4345867 10.2801155 9.6538049 4.3126797 13.6971587 10.2391911 8.5221366 11.8187698 4.7532569 6.8803684 8.9729338 8.6601464 10.1961994 9.3029900 10.2551979 9.5781309 1.5053320 10.8295089 8.7767913 9.2817615 11.1437643 2.9647683 10.1337739 9.5980854 7.4883222 2.6752514 9.5053285 6.8716502 13.2603202 10.4638811 9.8328810 14.1386075 12.8983165 7.1635400 8.1163533 9.5151570 5.4360652 10.3578579 10.1043114 4.8628828 4.9971795 13.3987247 4.9971795 9.6951529 0.5052812 -0.4947188 9.6112369 9.5387513 12.6963876 10.4732751 13.9547350 9.8328810 9.5193489 7.6312586 11.0613554 10.0502929 12.2922106 11.5438634 12.4842176 11.7380491 10.6262142 1.5053320 11.1826076 10.0560752 11.0459408 9.2281359 8.7172168 8.3633095 9.7013156 12.6886536 8.3726070 11.1264645 6.0444881 7.6752535 7.9441205 12.7515286 10.8485141 13.0345149 8.5980856 1.5053320 1.0903115 10.4711127 12.3181074 11.4543818 7.0827569 10.8045364 11.7999491 12.3875893 10.4904587 11.1635399 5.2057678 11.3378229 8.5687234 3.6752514 9.9062079 9.4815918 5.6752542 9.6487115 12.6567858 9.6268620 10.9258150 10.6595136 2.6752514 14.6298940 8.6631553 7.0522224 7.8477589 6.1918291 8.8204780 9.7257067 8.7791241 8.7244968 4.7532569 9.5373741 10.1679967 8.8650778 10.4876089 9.7603570 11.6982376 12.1218772 2.5053320 10.6384706 3.5053320 12.3722943 8.9830865 6.9971817 10.3207117 9.6116689 12.2031647 2.3126942 9.1795208 1.5053320 10.0751840 11.1568286 10.9467164 11.4170948 10.7407444 9.0464250 11.2169953 10.6839932 10.6592667 9.5025078 9.9472351 10.5025078 2.5053320 0.5052812 NA 8.8911907 11.7559939 9.3833792 1.5053320 9.5980854 8.3126833 11.6783809 TCGA-A4-8312 60 0 NA 708 kidney stage i t1 nx mx 19-3-2015 male 2012 NA NA 90 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 246.42.0 NA NA 2 1 1 1 1 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213791e-06 3.81477e-07 9.8626324 10.8887715 6.5340943 NA 12.7162358 3.9987642 13.7845866 -0.0805455 1.2470768 7.4701317 7.3829093 7.0121418 11.1334005 7.5668433 12.0757841 9.5882700 9.5514714 8.3747122 1.9193782 11.2611818 8.8894909 5.2592348 9.5767033 0.9193782 5.5632405 NA NA 10.5099720 10.6050098 8.4291598 3.5043534 8.9610442 9.2070973 10.6400567 9.0396229 9.7912902 9.1030202 4.5918110 1.9193782 9.5165065 3.0068545 11.5940186 1.2412911 9.5668433 10.1708673 0.9193782 9.1116777 8.2458146 10.1512061 10.8281528 7.8352641 9.1324892 11.8417965 8.8081282 8.1506064 5.6198238 -0.0805455 9.4968138 7.9881632 0.5043662 5.5043471 10.3293062 0.5043662 10.5197625 9.3223969 3.4429435 8.3829093 15.2375041 8.2791346 9.2791346 15.0798079 8.4739740 10.6263126 5.0068500 9.9452166 7.5668433 2.2413216 3.6597762 7.8995243 9.6870563 9.5052864 9.9962006 9.0767320 9.3961312 8.9733108 6.7331659 13.7931655 10.5627902 NA 11.7447413 9.1395214 11.5113747 NA 2.2413216 10.5771500 8.7154246 10.4968138 9.5873836 8.7959020 10.8728539 8.6524004 7.1131566 NA 9.5340949 2.5043407 NA 10.3839307 3.0068545 10.6633778 10.5957829 10.5359338 8.4739740 9.8217601 8.9320095 12.0565330 9.5487416 10.3996702 11.8839063 5.4892411 10.7111462 10.5304098 10.2001557 8.0226730 10.5160407 -0.0805455 0.9193782 2.6198355 1.7267440 -0.0805455 13.0963372 7.0435064 6.7072873 9.7023831 10.5132429 2.3788168 8.3705959 6.5918110 10.3555760 10.1702755 12.6766208 6.8142030 5.4585428 10.8107890 2.2413216 5.3287754 2.9193782 NA 8.7680079 13.3626523 9.7483148 11.2976798 9.0905618 5.4429468 10.1276194 7.9528082 10.3983922 10.7383665 10.2564493 8.7331662 10.3932226 12.4032007 8.0512421 11.1791282 10.5146425 10.6692544 8.3540131 9.7040198 2.2047980 13.0968824 9.3181286 9.6751070 9.9705939 7.8202517 1.7267440 8.8721263 10.3566169 13.2560742 8.0425491 11.0111509 8.9375851 11.1242618 10.2878914 10.6237209 10.5183679 10.3356548 7.9355523 3.7267440 7.0640432 10.1421798 NA 10.3966373 8.9596748 6.6742728 12.4024450 11.3060558 8.7773661 10.4212221 9.8662912 9.3612918 10.7494128 9.2955104 10.4782840 9.0331273 -1.0806981 10.0518847 5.0068500 -0.0805455 3.0068545 3.7267440 11.3511437 0.5043662 7.1482040 6.6473059 5.1861717 3.5632436 NA 11.7849250 10.7307597 10.8710340 11.2096919 8.7363684 8.9133846 6.2919884 10.1972536 11.4029488 10.7570129 9.2491813 10.2769370 12.2145799 -1.0806981 8.8779378 NA -1.0806981 10.0621302 8.0716699 9.2070973 7.8560227 9.7235161 10.3540132 12.1067370 -1.0806981 11.5354743 10.1577897 9.4816273 2.5043407 1.5043662 1.7267440 0.5043662 6.1385544 13.4543565 9.0640432 7.2366170 11.9707639 -0.0805455 9.2998461 9.1563559 9.9603595 10.4296547 6.7138003 11.7502963 9.5285637 11.0691321 9.7064713 5.0691307 9.6825973 8.7897498 4.4974208 7.8802557 10.4026969 -4.0938e-05 0.0000e+00 6.9327e-04 -1.2473e-03 1.5255e-03 1.6642e-03 -3.3243e-03 -1.9399e-03 1.3863e-04 7.0826e-03 7.0826e-03 7.0826e-03 7.0826e-03 6.2481e-03 -4.0938e-05 -4.0938e-05 0.0000e+00 -4.2929e-03 -1.4355e-04 -1.4355e-04 -1.4355e-04 1.1093e-03 -1.2473e-03 2.4969e-03 -3.5331e-03 1.6642e-03 1.6642e-03 -1.8014e-03 -3.1859e-03 -8.3160e-04 -8.3160e-04 -1.3862e-04 -1.3862e-04 1.5255e-03 -2.7707e-03 -1.8014e-03 1.3863e-04 7.0826e-03 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.9368894 12.4587862 9.7664423 9.5838323 9.1079739 NA 1.5043662 9.9368894 10.4118441 -0.0805455 8.3890268 9.7451388 9.5505621 10.4629002 5.9528088 6.2857074 7.7554351 8.7154246 6.1385544 8.7866637 5.3951177 9.6284689 0.9193782 10.8662912 10.6366330 10.1135263 6.9528076 4.8501243 7.4072253 9.2469377 12.3161168 5.7648742 6.7711342 8.6490057 4.3456518 10.2774866 8.665899 10.042213 9.237928 -1.080698 8.827777 10.321864 10.871762 10.421222 2.241322 10.906649 8.879387 6.963779 4.700745 9.814203 4.563244 13.228293 11.748513 9.046089 13.522142 13.201677 5.996201 10.060854 10.124567 5.328775 9.797436 10.659587 13.203848 5.726739 12.738466 7.200156 12.162410 9.602379 NA 9.859699 7.133704 12.313580 9.338292 11.883906 8.915152 9.131273 5.255489 14.826369 8.148204 14.294662 12.676621 10.560534 12.669359 10.586497 2.826274 10.138554 8.528564 11.327184 9.242440 8.051242 8.040919 10.099916 12.983370 8.515575 11.526005 4.345652 6.250302 9.803555 13.116562 11.903625 12.319597 7.726740 NA NA 10.472054 12.410737 11.281863 7.214005 11.086176 11.6183066 12.2362322 9.5514714 11.2611818 4.4739752 8.2681129 9.4517409 4.5632436 9.2185930 11.4369314 3.0068545 5.2231638 12.0116417 8.7585887 10.8761241 10.2122818 2.3788168 13.9387585 4.7004841 6.3372383 7.4947732 7.1908479 9.0422129 9.8793869 9.7672254 8.7395639 4.5918110 8.3138476 8.3910601 8.3414499 11.3271838 9.9023786 10.7703531 11.0653171 3.0068545 9.1067370 3.4429435 13.2713463 8.6319119 8.0716699 9.0905618 9.7382387 11.8595150 -1.0806981 8.9895061 9.6991043 10.3566169 10.8801110 10.1873421 12.4024450 12.0860188 10.0986721 10.4782840 10.1061182 10.5329627 8.6591657 10.4887659 9.3981545 -1.0806981 7.1625585 NA 8.8397379 10.6454115 9.7210934 0.5043662 9.2998461 8.7105478 10.2965955 TCGA-A4-8515 47 0 NA 709 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA american indian or alaska native not hispanic or latino 246.42.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.872705e-06 6.589149e-07 10.3773820 10.2157501 6.8367763 0.6079576 11.2450351 7.5663068 14.5363832 NA 0.9269862 7.5966423 4.8558851 6.5795015 10.8544011 8.0796325 11.7550033 12.6180484 10.3590830 9.0024201 2.7778720 10.8567745 5.4408459 5.7506762 9.2970818 -0.3921371 4.3628416 NA 2.6954148 10.3991202 10.1290670 8.1702000 3.4659353 8.5966423 9.3460496 9.4249410 8.4249410 9.8033296 7.8840820 5.4153125 5.4153125 10.0152252 3.1929201 11.8919139 -0.3921371 10.9919316 9.9494763 1.6079576 9.7671981 7.4153125 9.5349946 10.4928911 7.5027753 7.5708538 11.5832788 8.6794199 8.0571058 1.1928885 4.3358762 9.8753293 8.3958601 6.0425852 4.6740482 10.3726383 0.9298667 10.2157501 3.5621569 4.6303239 10.7668794 10.1003113 10.4128951 7.8677007 15.7297540 8.7940717 11.1236572 4.5621508 9.9174337 7.9959746 0.1929516 4.2129195 8.6037246 9.7865165 8.8475560 9.3460496 9.6468764 10.3473161 9.1117830 6.0342223 12.9581369 11.6151599 NA 11.6424125 9.7746289 7.3324716 NA 5.1157532 12.5757240 7.9611041 8.9959746 7.4844741 9.2830323 10.8064024 8.5994792 9.4676862 NA 9.0816632 NA 1.4153260 9.6774071 2.4152990 7.5118396 10.2364029 9.2022820 8.7268986 9.6184855 9.7197451 11.2238307 9.1078032 10.0368409 14.7278307 1.9298667 10.2218988 10.9789172 10.8161918 10.4237410 10.7850655 -1.3921371 1.1928885 -0.3921371 -0.3921371 5.4023743 12.9968492 10.6051369 12.8126814 9.6503007 10.4763941 2.3083900 8.4690443 3.3628486 11.5230899 11.2946767 11.3222501 5.7678296 6.1157512 10.4364906 4.9829981 5.0673892 6.2445827 0.1929516 9.2670615 12.9288284 10.3736579 11.5596064 9.3611742 6.5621539 9.4321205 7.1157522 10.1275593 12.4021702 9.2336662 4.1315154 9.5027220 11.4005444 8.9720921 12.6709311 11.3125095 12.1525597 9.9764639 9.0436278 4.9302453 12.2026319 9.3384275 9.5838054 8.5208469 9.1216850 NA 7.8558851 10.3316183 1.2096405 9.8980569 11.1728214 8.5012588 10.7036840 8.4088575 10.3536317 11.4285353 10.1231644 8.6351446 3.0002705 7.6632400 10.0699483 -1.3921371 9.9315752 7.3118609 7.0130993 11.7391713 11.0545238 9.7203970 10.8671121 9.2670615 9.1587041 10.8249882 9.0236992 10.7407784 8.7878667 1.9298667 10.4589256 4.4153125 5.1929201 9.0560738 2.9298857 10.9962438 1.6079576 7.1117836 5.3046461 2.8558901 NA NA 11.6807599 10.9486421 10.6516683 11.2208259 8.8014827 9.5766170 6.0504865 7.1315195 10.6984006 10.9031523 9.2069404 9.8700523 11.8169538 9.2670615 8.9959746 NA NA 9.6016035 7.8910455 9.1606265 8.1334782 9.1797101 9.6254617 8.9577916 1.1928885 10.4080484 13.9400639 10.5969971 NA 3.1929201 -1.3921371 -0.3921371 7.3222031 13.8650505 9.6523515 8.5751837 11.0811558 -1.3921371 8.9117380 9.0874042 10.3506878 9.6107724 7.0998107 11.5266343 9.7423837 10.5952214 9.9140191 1.6079576 9.3468942 9.1157519 5.2944590 6.3387328 11.0537482 -0.00723280 0.01345500 0.83787000 0.00343150 0.84706000 -0.00128440 -0.01569400 0.78615000 -0.04946100 0.11693000 0.11693000 0.11693000 0.09404400 -0.00723280 -0.00723280 -0.00723280 0.01345500 -0.01082100 -0.01082100 -0.01082100 -0.01082100 0.00398710 -0.03320800 -0.00211550 -0.00211550 -0.00128440 -0.00640380 -0.00640380 -0.01109700 0.00079479 0.00079479 -0.00142290 0.01079800 -0.00234510 0.80962000 0.00000000 -0.04946100 0.11693000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.810 0.810 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.831 0.000 0.000 0.000 0.000 0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.117 0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.810 0.810 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.831 0.000 0.000 0.000 0.000 0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.117 0.117 11.9483639 12.2916100 10.6496165 14.5023963 9.2409525 NA 2.0673978 9.6693285 10.1918487 NA 7.2445817 7.2554158 8.9298854 13.5947772 4.7372379 5.9742792 7.1587046 8.4767798 4.9298857 8.3711698 14.6168455 9.9846255 0.1929516 9.4790925 10.5416480 9.7671981 2.7778720 12.5713051 9.8922031 6.9071659 11.9198434 5.5852360 7.2152874 8.1236574 8.4104738 10.2724047 9.2581116 10.1924501 9.5178505 NA 10.7151745 8.8759146 10.5769841 11.0874851 5.0509021 10.3140217 9.9594488 7.4023734 3.4153125 9.4620466 4.4659353 13.6262445 10.7618260 9.6550813 13.4495709 12.2857871 7.7551627 9.3057939 10.1853863 5.9208411 10.1872734 9.9083099 2.0673978 5.0998086 13.3094263 5.1157532 9.3786213 0.1929516 NA 10.3014444 9.4392647 12.7190115 8.6441310 14.7278307 8.7803849 9.7640406 5.9532303 10.0077693 8.8665235 13.7353069 11.3222501 12.3967777 12.2078703 10.5394337 NA 10.8057884 10.1378759 11.0313360 9.0152252 8.9720921 7.9808222 9.7810098 12.9471115 8.1177324 11.6389642 5.8463629 7.4023734 8.4518783 12.7452023 11.5891679 12.4109785 8.9002790 NA -1.3921371 9.2208259 12.5576018 11.4438085 7.0957979 10.9525307 11.2567644 12.5922869 10.3590830 10.8567745 3.0673806 11.3187638 7.9786447 2.5148545 9.6406920 10.7943162 3.1929201 9.4120884 12.2779453 10.1246423 11.0391938 10.0173484 0.6079576 15.1625463 8.0360032 7.0342223 7.9211804 6.5852375 8.8979761 9.8968234 9.1661294 8.7099330 5.1625444 10.2992647 9.7513407 9.7990165 10.5795009 10.1073051 11.3454160 11.4335125 2.5148545 9.9808225 0.1929516 12.3837827 9.1206980 7.7190931 9.3611742 9.4915858 12.5063698 -1.3921371 9.1663780 0.6079576 10.3316183 10.6837707 10.6076051 11.7391713 11.1716304 9.2290935 10.7407784 10.8974000 10.6222639 7.8770841 9.3843905 9.9835399 NA 3.5148418 NA 7.8700521 9.8525056 9.7532527 NA 8.9117380 9.1863302 11.0826774 TCGA-A4-8516 62 0 NA 23 kidney stage iii t3a nx mx 19-3-2015 male 2012 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.4593074 9.9760984 8.0879910 -1.1481610 11.4703625 6.9000275 13.7441878 -0.1480012 -0.8494403 7.6721559 5.4813345 7.4103979 10.6569147 7.9314621 11.6406953 13.2523895 10.1379571 7.8321166 0.8519988 11.1798103 8.4849723 5.9709181 10.2741101 2.4369347 5.6333353 NA 2.3114159 10.4643848 9.8943205 8.2969919 2.6593309 9.0318862 9.3398171 10.1087753 10.1460233 9.5798974 8.1257725 5.5934434 9.3438302 9.7261899 3.7099633 10.1419959 5.4065673 10.4840634 9.2949205 3.0999011 10.0244045 7.4481667 9.7021639 10.4331776 7.1784069 6.3755382 10.9680415 8.8463303 7.6431397 2.6593309 6.0219016 9.3725956 8.7974209 4.4666858 6.9500088 10.0879912 -1.1481610 10.4854264 8.5832961 3.0999011 9.1603159 12.8277354 9.9953603 6.4886018 15.7871075 8.1557578 12.0611257 4.9605024 9.6267640 8.0244045 2.0219061 3.5038957 10.5636440 9.8249568 8.9876864 9.7723299 9.3052476 9.2813837 9.0156266 5.9605024 13.0533352 10.6919681 -1.1481610 11.8900386 9.7831873 6.8963712 NA 5.9180666 13.3105759 7.9889681 9.7323259 7.9126732 8.0975297 10.6701597 8.3256828 10.9948020 NA 9.1477460 NA 2.9394335 10.5764909 -1.1481610 7.0807962 9.9261185 10.2938837 8.2866054 9.6496386 8.8434990 11.9192517 8.9670207 10.2480466 13.4991543 2.3114159 10.8031197 10.9200835 10.9640906 9.5146454 10.3453322 NA -1.1481610 0.8519988 -0.1480012 6.6974666 13.8246876 11.6388592 14.1153196 9.6390634 11.2735159 4.4369414 7.9966351 4.2095313 10.8771166 10.8267501 11.2832056 6.5454634 8.5208618 10.4500295 7.2613681 NA 6.1093647 NA 9.0602114 13.3285334 10.1597470 11.6129048 9.4958332 7.8771166 9.6951129 7.8148727 9.8280971 10.5904915 7.7284940 5.2442934 9.4670640 11.4399889 8.3175433 11.6510562 10.5318969 11.7671095 9.4199330 9.3627412 9.0314134 12.7452785 8.9234395 9.9864034 8.1625897 7.1327475 NA 6.8687855 10.2881680 0.8840899 9.7769232 10.9516536 8.3755391 10.6411031 9.3195825 10.4913177 11.0029936 10.1465978 9.1649393 3.0219061 7.5314571 9.5454640 NA 10.0331293 7.3637300 6.0999053 12.1990447 10.9513249 9.0479642 10.2426834 9.5550155 9.2634880 10.8202622 9.1488932 11.1272285 8.6316966 -1.1481610 10.4504948 4.6593309 4.7346175 7.9287925 4.6593309 10.6271757 0.8519988 7.5030291 4.6068627 2.8519789 NA 0.4369081 11.6894078 11.1237318 10.5419750 11.8123410 9.2389172 9.2084070 5.8047764 7.5593358 10.9334604 10.2839969 9.0759786 9.6816998 10.9605015 8.2399942 9.5875330 NA NA 10.2106282 7.7068455 9.1373793 8.5349716 9.6872380 10.8829889 9.2150167 1.4369613 9.8199238 13.4355887 10.4355299 1.4369613 3.3755399 -1.1481610 2.0219061 6.2442953 14.4487491 10.4611558 6.9500088 10.5052700 -1.1481610 8.8826443 9.5065325 10.2928462 10.0448863 7.1782266 11.1090701 9.9552648 11.2748302 9.6866455 2.1738950 8.7558590 9.4537478 5.5183085 7.5276873 11.4163647 -0.00830050 0.00341130 0.76389000 0.77964000 0.94752000 -0.01367700 -0.01436600 0.82314000 -0.01574100 0.17483000 0.17483000 0.17483000 0.09819600 -0.00830050 -0.00830050 -0.00830050 0.00341130 0.76389000 0.76389000 0.76389000 0.76389000 -0.02151000 0.87606000 -0.01835300 -0.02088200 -0.01367700 -0.86137000 -0.00567570 -0.01436600 -0.00607340 -0.00607340 -0.00418010 0.00069327 -0.00678130 0.80092000 0.00000000 -0.01574100 0.17483000 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.801 0.801 0.805 0.805 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.780 0.780 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.175 0.175 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.801 0.801 0.805 0.805 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.780 0.780 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.175 0.175 11.6587280 12.2378394 10.9822258 13.8131554 9.7467948 NA 0.8519988 9.5993308 10.4151400 NA 6.3518226 7.7192560 8.8206439 14.2423811 6.1739050 7.3988711 7.0565478 7.4027239 6.0711448 7.8659974 11.8862601 10.1755948 2.4369347 9.4840634 10.6119734 10.4772292 6.8406621 8.2073282 10.3882242 7.2782422 12.1814861 4.0614306 7.7005999 8.9657191 7.6102003 10.2111775 9.2139207 9.9234394 9.2560541 -1.1481610 9.2291875 9.0105866 9.2018110 10.7146144 2.7588575 10.3373032 9.2740417 7.7797548 3.6068686 9.2624285 6.5730761 13.2828216 11.1324578 9.6085334 13.8800557 12.1372347 6.3438306 6.9812602 9.8625052 8.8936361 10.4137423 10.0368523 3.6068686 3.7099633 13.3648409 4.8292559 9.8449154 NA NA 10.0325078 7.2270161 12.1824738 9.2938838 13.4991543 9.3950088 8.6300541 5.7472800 11.5513326 9.1580388 12.5252861 11.2832056 12.0921721 12.9540347 10.5332154 0.4369081 10.7603697 10.7211853 10.7745614 8.9657191 8.3175433 7.6463931 9.8449154 12.5884847 8.9287925 11.5411014 6.0807962 6.5244022 8.9644165 13.1143237 11.4434994 12.3553059 9.5226333 NA NA 9.9220979 12.2501863 11.0969146 7.6689608 10.6321066 11.2671906 12.0283060 10.1379571 11.1798103 4.6593309 10.5323365 10.3383093 3.9812590 9.5199755 10.3177168 3.7099633 9.6951129 12.8025229 10.3848199 10.9760983 9.5841444 2.3114159 15.3263326 6.9365202 7.2095294 8.0439984 7.4294059 8.7254211 9.6300541 9.2634880 8.7052864 7.0903813 11.2758808 9.5798974 8.9018257 11.0498080 10.1193489 11.5508987 11.2065019 1.4369613 10.7095693 2.0219061 12.4778890 8.5713659 6.9072596 9.4958332 9.1733978 12.4566461 -1.1481610 9.7338558 -0.1480012 10.2881680 11.3074995 10.0269027 12.1990447 11.4673767 9.0418015 11.1272285 10.3468326 10.5875881 8.7005999 9.9825476 9.9440735 -1.1481610 2.6593309 NA 9.4265705 10.6746912 9.1419960 NA 8.8826443 8.2613681 11.1108374 TCGA-A4-8517 71 0 NA 597 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.82014896 10.47846416 9.58963579 2.81266251 10.50753471 7.82462722 10.05931593 10.32677675 7.24115470 7.99057259 11.32255621 8.83057637 8.75595076 3.36518860 4.68712229 9.64470064 8.03246841 3.36518860 6.27208666 10.12674680 1.90577448 10.12432723 3.60620531 7.80058157 10.73270166 14.30514200 10.17313581 7.00379560 15.61991552 8.29808136 10.70099189 4.90576485 10.19232167 7.68712369 0.90573598 3.96537796 8.28297441 10.53808667 8.75438681 9.58875848 9.12372154 9.23668084 9.23556026 6.25449200 13.46776779 11.19952292 NA 11.36032027 9.54108306 8.97454222 NA 7.31939213 13.14834262 8.57464877 10.11277831 7.88017858 8.78228078 10.92570211 8.55860898 10.43798838 NA 8.84240189 -1.09418702 1.22767947 10.55187261 1.71312390 7.59925084 9.62515284 10.47419509 8.91838832 9.81565708 8.85267026 11.89449475 9.59750752 10.24894961 14.10005909 2.49072415 11.37973851 11.08131346 10.83391211 9.53329780 10.83205991 -1.09418702 -0.09418702 -1.09418702 -1.09418702 6.39761645 13.40529842 10.25615065 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7.748114 9.901531 8.148938 10.642166 9.964432 2.993221 4.490724 13.465022 5.115216 10.207260 NA -1.094187 9.942624 7.677253 12.317143 8.740235 14.100059 8.956973 9.080690 4.066847 8.845343 10.316215 14.229276 11.271723 12.627397 11.878385 10.311969 -1.094187 10.875150 9.745755 11.043395 8.780745 8.373369 7.413559 9.733107 12.808327 8.776129 11.394106 5.075691 6.498221 8.640473 12.959691 11.415786 12.147002 7.936431 NA -1.094187 8.321506 12.363530 11.005753 7.070671 10.898348 11.78745148 12.04563501 9.74102484 11.08722679 3.76374087 10.90752396 9.50008857 3.54961989 9.71392362 11.80407813 4.03504320 8.90857906 11.98373455 9.65227818 10.72354704 9.73627914 2.36518860 15.24097980 8.19315324 6.71954489 7.61928828 7.25891083 9.33517058 9.66065147 9.74496768 8.59401438 6.37336981 11.83465236 9.71713865 8.62515284 10.63962669 10.13458265 10.56620563 11.39410621 1.49072415 10.47799043 -0.09418702 12.46390837 9.12250966 7.90294364 9.12129702 9.21304442 12.24394319 1.71312390 8.90998426 1.49072415 10.23724080 10.68343022 10.68219693 12.05280980 11.50102143 9.32361641 10.64807333 10.58656295 10.56683836 8.09805683 9.49728622 10.00642623 -0.09418702 1.90577448 NA 8.97856633 10.38134027 9.09682319 -1.09418702 8.76995021 8.39761688 11.11856426 TCGA-A4-8518 48 0 NA 600 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes 80 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 NA NA 1 3 4 2 1 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.4072401 2.0380147 9.6770455 7.8918359 9.8740567 9.9941404 6.4303237 10.4006807 11.5969627 9.4094200 8.2636157 4.7384436 2.7749662 9.5110355 8.1877534 1.7749662 5.8453621 11.4154193 2.0380147 10.8006652 9.4245873 2.4530434 9.0640685 8.9328242 11.7533964 6.1672897 15.7310031 7.9287771 10.4844004 2.9124774 9.8656137 6.0824003 4.2079319 1.9665412 9.6914485 10.1707203 8.2571747 9.4530438 9.3955583 11.4526915 10.1534835 5.9922019 14.0137946 10.5204781 -0.5468776 11.1881767 10.0200111 6.9448971 NA 6.8105961 13.4655811 7.7884345 9.9093983 8.1945106 7.3539108 10.6938351 7.9247193 12.1431902 NA 9.6818624 NA 0.4530171 9.6242206 3.5405109 8.5977021 11.2133480 10.9463990 8.6354381 9.3110249 8.6428683 11.9714019 9.5069696 10.5648315 12.3459661 2.0380147 10.2596176 9.8335049 11.2348134 10.7139634 10.8640251 -0.5468776 -0.5468776 -0.5468776 -0.5468776 2.0380147 13.7347566 9.8171784 13.3443529 10.3904176 11.6743288 4.3599358 8.0896687 7.1741427 11.2204007 11.1835139 10.7922703 5.7198296 9.0622227 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0.390 0.385 0.385 0.000 0.000 0.000 0.000 0.000 0.000 0.385 0.385 0.000 0.000 0.000 0.000 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.533861 12.018622 10.898059 16.340276 8.556332 NA 1.038015 9.437462 10.590317 NA 8.519133 6.836748 8.717487 15.533507 6.311025 5.774972 7.082400 7.540507 5.359936 7.273223 10.784521 10.355419 3.153481 10.872477 10.856056 9.885586 5.311023 13.320998 9.560261 6.561569 12.151527 3.260402 7.015286 8.988319 4.359936 10.248272 8.3867347 9.6002488 9.7104316 1.0380147 10.3830419 8.4014112 10.8682574 9.9598472 3.4530434 10.3063534 9.3614365 7.2859339 5.3837803 9.3356869 5.5823272 14.2058426 11.2543480 8.5110355 12.7291682 13.0535375 6.6722118 10.1014014 9.2827667 7.3356869 10.2700274 11.0964491 3.2604021 6.6624975 12.4984622 4.7009723 9.2922475 1.0380147 0.4530171 10.9160572 8.2344036 12.6034258 7.6379188 12.3459661 9.0247964 8.8876721 4.4458128 7.7245070 10.9313079 15.2073050 10.7922703 11.2401302 12.3226377 10.0219499 NA 10.6985965 9.3852587 10.3257188 8.3539108 8.6053288 6.5191330 9.4726346 13.0889886 8.4864670 11.3230232 4.9448959 6.9206494 7.5510761 13.0250761 12.3079122 11.5913156 8.5615682 NA NA 6.8367485 12.2179154 9.8259088 5.7749715 10.4754116 11.4632222 12.4353244 9.1672894 11.5537062 4.4530434 9.3079123 8.2245333 5.0677549 9.3778562 11.1425134 5.0968985 7.8105961 12.8752387 9.4288917 10.3524008 9.0695926 -0.5468776 13.7402512 6.4212502 7.0968996 7.7568245 7.1183795 9.0987022 9.6842651 9.6878612 8.3689233 6.1672897 11.1792620 8.5164387 8.6002486 11.0700520 10.0342445 9.9766058 10.3704159 1.0380147 10.3040120 3.5405109 11.6846820 8.7928937 8.0455009 9.4459822 9.3721307 12.3065483 4.6229713 9.3896817 1.4530698 9.9083710 11.2494891 10.7384460 12.2364514 12.1947215 8.3172299 10.5318618 11.1355996 9.9209754 6.9922031 9.6403959 9.0878548 2.4530434 2.9124774 NA 8.5218222 11.1776131 7.5823272 NA 9.3310947 8.8624347 10.6323309 TCGA-A4-8630 59 0 NA 436 kidney stage i t1b nx mx 19-3-2015 female 2012 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.0565662 10.7902595 7.7872059 0.3196179 4.1368804 9.6475275 10.0699057 7.8483801 9.4316056 9.8496492 9.0235043 9.1355177 6.2022433 13.6764652 10.9352303 NA 11.2621151 9.6262320 8.5209078 NA 8.9920260 13.0209071 8.3438169 9.0855774 8.1796529 9.5468154 10.9266226 8.5564122 7.6234426 2.1940555 8.7119182 0.7346554 -1.2653446 10.4928613 2.1940555 7.4591521 10.2174461 9.6609341 8.7261599 10.1677019 9.1096776 11.2042011 9.5209078 9.9694556 13.9166832 NA 10.8127889 11.3477369 10.5828698 11.2928196 10.7289915 0.3196179 3.6415345 2.7346338 0.3196179 4.0200399 12.6790757 9.9580366 9.4540270 8.7872062 10.9275473 2.3195890 8.4659573 3.2582023 11.5609880 11.2916231 11.7542288 5.8639211 6.8379256 10.1832706 6.1858487 4.6888350 5.8639211 0.7346554 9.8831148 13.3616589 9.8786590 11.7208357 10.2458966 8.4945264 9.4246362 7.2930587 10.6270936 10.0672341 8.7735570 4.0921905 9.6481933 10.5383657 8.7680612 12.3215952 11.6050028 11.0630325 9.3874832 8.8392369 8.8931847 12.4016388 9.0463866 10.0136683 8.3910631 10.5168173 NA 7.2463910 10.6738500 NA 9.2443439 11.0700285 8.6050027 10.5992112 8.7980333 10.5548170 12.0193177 10.1456194 8.7650709 3.7346338 7.1397795 9.9676586 -0.2653446 10.4207009 6.2582004 7.0610676 11.7673727 10.6613048 9.6624161 10.8428359 9.9001732 9.3438169 10.8416917 8.9825655 11.3338536 8.5290541 2.6415229 10.3838943 3.1269563 2.3195890 8.2164374 1.7346554 10.8141229 2.1940555 7.2344841 5.9647059 3.8639186 NA -1.2653446 11.6546187 10.9073782 10.8204425 11.4163158 6.6771530 9.6203346 6.6463297 7.5580051 10.5114824 10.6520102 9.3317596 9.9489572 10.7549237 7.2344841 8.7076180 0.7346554 NA 10.6146042 8.4211387 9.3667246 8.1567030 9.6475275 10.9867121 11.5225407 3.9825647 9.9026834 13.0179436 10.3968614 NA 2.3195890 NA -1.2653446 7.4961891 14.2187057 9.7332286 8.5274285 11.1961175 -0.2653446 9.5102483 8.7736667 9.8260735 9.3336212 6.4070638 11.2439183 10.1242695 10.4986803 9.8735498 3.2582023 9.8121215 9.1899654 5.3879863 7.6779733 10.6157521 0.0000000 0.0081959 0.7434700 -0.0160170 0.7389100 0.7497500 -0.0245240 0.7422000 0.0068044 0.1613800 0.1613800 0.1784500 0.1784500 0.0000000 0.0000000 0.0000000 0.0410340 0.7463200 0.7463200 0.7463200 0.7463200 -0.0202920 -0.0160170 -0.0147780 -0.0232630 0.7497500 -0.0041546 -0.0041546 -0.0245240 -0.0120240 -0.0120240 0.7389100 0.7389100 -0.0071958 0.7465100 -0.0078863 0.0068044 0.1613800 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.000 0.000 0.747 0.747 0.750 0.750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.739 0.750 0.750 0.000 0.000 0.178 0.178 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.000 0.000 0.747 0.747 0.750 0.750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.739 0.739 0.750 0.750 0.000 0.000 0.178 0.178 10.536751 12.681179 11.374883 13.500805 9.614221 NA 1.319618 9.589507 10.356873 NA 7.382097 7.198162 8.968258 12.562378 5.109678 5.462560 7.105325 8.447165 5.194071 8.445444 11.444799 9.847078 1.542010 9.641529 10.487525 10.441997 3.541998 15.023108 10.096034 7.327095 12.103679 5.056566 7.653501 8.909564 9.818782 10.403966 9.1365841 10.3345510 9.1258817 NA 10.0982253 8.8061004 10.3350157 11.2500916 3.6888294 10.5456114 9.4945262 7.4659573 1.0565835 9.8161216 6.7061810 13.7455595 11.1145579 9.7090528 13.7651328 12.7019544 6.8792965 8.4642590 10.4957738 5.8843855 10.5484193 10.8703474 3.8220979 4.4895237 13.1916983 4.4070604 10.3608034 -0.2653446 -1.2653446 10.4259455 8.8945095 12.5294601 9.6631565 13.9166832 9.6385199 9.6705398 5.9909889 9.2354801 10.7597777 13.8002646 11.7542288 12.0714236 11.9154797 10.6975342 -0.2653446 10.9724456 10.6822751 10.6411529 9.1397795 8.7680612 8.0700286 9.7680611 13.0273192 7.6946400 12.0174355 4.0565662 7.3784943 8.4625587 12.4830312 11.7085148 12.5660443 8.7472625 1.5420104 -1.2653446 8.6698031 12.1648293 11.2906627 7.1981621 11.0545924 11.5842387 12.5642618 10.6953641 11.4407024 4.9045612 10.8716292 7.4591521 4.2582023 10.0916402 10.6758031 3.6415345 9.7817620 12.6097894 9.5871677 10.8447951 9.9151689 1.5420104 14.7609670 6.9695039 7.7708119 8.0072914 5.7790312 8.9538065 9.7535337 9.2324900 8.6975341 4.4625563 9.9772168 9.9440915 8.8652087 10.3649053 9.7040247 11.8797742 11.2171940 0.7346554 10.4363778 1.7346554 12.4761335 9.0689115 7.8457735 10.2458966 9.3952580 12.2788781 1.0565835 9.5603919 -0.2653446 10.6738500 11.2846634 11.1113062 11.7673727 11.2362266 8.8061004 11.3338536 10.6635265 10.4866465 9.4402706 9.5785591 9.9495643 -1.2653446 1.5420104 NA 8.5516218 11.0051291 9.6482756 -1.2653446 9.5102483 8.1118488 11.4555236 TCGA-A4-A48D 84 0 NA 379 kidney stage i t1b nx mx 19-3-2015 male 2012 NA NA NA kidney papillary renal cell carcinoma yes 20 1975 black or african american not hispanic or latino 266.43.0 NA NA 1 3 4 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.9808890 -0.6040598 13.2536182 10.1229472 13.7805101 NA 2.8540555 8.2445517 5.9037228 4.7178573 10.0505647 6.8635346 12.1578954 10.6743781 9.3945191 7.9883859 4.9808890 11.6304467 8.8158889 5.4182979 12.3307253 NA 5.0963673 NA NA 10.3237066 9.9837062 8.8777280 4.2539061 7.3902825 9.3384431 9.3413725 11.6322419 9.2414188 8.2632072 4.7534815 4.8221948 9.1067351 5.9958418 13.6076649 11.2465062 11.0424874 8.4265956 4.6438562 11.0041835 7.7313190 10.2437690 9.8584310 6.2539099 10.1127481 11.4479906 8.6743780 7.7753067 3.6438562 1.7178683 8.9902532 7.2351325 0.3959402 8.0754086 10.9543494 0.3959402 10.5526438 10.1960196 1.7178683 8.4647071 9.3043212 10.9229169 7.2161075 15.8311594 7.4512111 10.5826619 3.6438562 10.4512111 6.2414188 1.3959402 1.7178683 8.8877817 9.4389559 8.2967956 9.6521374 8.2192958 10.0648136 10.2216825 5.9037228 14.1953621 11.0603760 NA 11.3714184 9.6353720 6.8053195 NA 4.1508196 13.5079609 7.9581710 8.3355078 6.4833918 8.1870917 10.5155183 6.2032834 12.2463226 NA 8.1474726 1.7178683 NA 9.4416883 NA 9.3310936 10.7008504 10.3544814 7.9619827 10.0972351 8.5956010 11.6373816 9.9076813 10.7116443 12.1363419 0.3959402 10.0176052 9.4471376 10.5380357 10.2476777 10.3207412 NA 3.0963631 -0.6040598 1.9809027 2.3959402 13.5486096 11.6621296 13.4959339 10.5658537 11.9764228 4.0963715 7.7666164 6.3732080 10.0433872 11.2303997 11.1987439 6.3384440 11.0129369 10.7774717 4.5252107 0.3959402 2.5658652 NA 8.5226333 12.9479973 9.8116704 10.9047139 8.8676040 7.1373959 8.2288187 7.8430121 9.4567191 12.3645955 8.4375877 4.2539061 8.7146072 11.4203758 7.8716619 11.6999947 12.5531177 11.1972329 9.5303550 9.1272476 1.6224150 13.4565402 9.5671054 9.4754134 8.8655706 7.3789225 NA 6.8221935 10.0612647 2.2931645 9.3319040 10.7984079 7.9312038 10.3177696 10.8016020 9.8367979 10.4464575 10.0406863 8.0830245 4.5658530 7.2724460 9.7279652 NA 10.2032836 6.8221935 5.6813312 12.1466357 11.6577298 9.6175158 10.7014205 10.1067351 8.6509573 11.2329652 9.1968286 9.7753071 9.1870915 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1.9809027 9.6732161 9.4252159 7.0894155 4.3501224 9.0271057 4.7178573 13.1846470 11.0885442 8.5329196 13.0357216 13.2415579 5.9194903 10.1127481 8.8242889 9.9958415 9.7257250 11.9745372 4.3959265 4.2032873 12.5177859 3.9808936 9.2382791 NA NA 11.1537354 7.4939611 12.1670054 7.6720533 12.1363419 8.7246035 7.8471401 4.5730473 11.0375289 10.3753539 14.3378933 11.1987439 11.4410058 12.6997094 10.2192960 NA 11.5667926 10.1944004 10.7584204 8.5380356 7.8716619 5.8553594 9.8604745 12.5507468 9.4348477 10.6533165 1.7178683 5.8877811 6.8877823 13.2203903 12.3521233 11.8681118 8.0541403 0.9809027 NA 6.5456765 12.9296234 9.0124776 5.5857528 10.3088181 11.8282096 12.2202908 9.3945191 11.6304467 5.2785721 9.9514765 8.6150973 5.2785721 9.3340379 10.9222225 5.9958418 6.6905498 12.6120682 8.0718855 10.4814012 8.9389606 1.9809027 14.7010285 6.1388779 7.0963683 7.9006284 8.4182966 9.1524849 9.6662240 9.0581341 8.8977659 9.3472134 11.9679183 8.1306385 7.9155651 11.3544814 10.7595159 10.7223582 10.7178567 1.3959402 10.4314152 2.9808844 12.2984640 8.5658538 6.7709678 8.8676040 10.2635318 11.9705222 3.3028162 9.3717766 1.7178683 10.0612647 11.3955764 9.8726749 12.1466357 11.4447561 8.5148699 9.7753071 11.0014082 9.8221935 7.7313190 10.1110327 9.2351325 0.9809027 5.0106366 NA 9.1608002 11.2288147 6.3384440 -0.6040598 8.6247472 9.9253592 10.2709100 TCGA-A4-A4ZT 71 0 NA 516 kidney stage i t1b nx mx 19-3-2015 female 2012 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 281.43.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.0598069 8.6019854 3.8971145 6.9043095 9.9752109 6.9327368 10.1359004 7.4964312 9.5841743 9.9221422 2.0606008 9.7787781 7.8231131 9.8522403 10.9436919 7.6239444 7.4331664 11.1192689 9.7699423 7.7846388 4.1112400 4.8679656 9.3433696 9.5931072 3.9536936 6.4627100 10.1608991 0.2532632 10.1127921 9.7709266 7.7370729 10.3519408 11.6831870 10.3446927 6.8826137 15.4741835 8.2074537 10.9523959 4.2074556 10.1236220 8.0048014 3.0606181 3.9636498 9.9078934 9.3760852 8.4820758 9.6380411 10.0971783 8.8325733 8.4381327 5.7768199 13.2730217 10.2291053 NA 11.5162330 9.9840755 6.5570378 NA 6.7044681 13.6874294 8.3031058 9.9203688 8.2333968 8.8325733 11.4793684 9.3354064 9.4287569 0.2532632 8.6941266 0.2532632 2.4231748 10.6304678 4.2976537 7.6498619 10.1869479 9.8716428 8.5908793 10.7738759 10.0971783 11.7478829 9.1987011 10.2369635 14.4956871 1.8382257 11.2141679 11.4083917 10.6108093 9.4430817 10.6631785 NA 0.2532632 2.0606008 NA 7.5751852 12.9989316 10.2693691 13.6024694 9.5247204 11.1541241 2.7126838 8.3112488 4.4231815 11.4949426 11.0557737 11.9006123 7.4578282 7.7491125 10.3078617 3.5751913 3.5751913 7.8231131 NA 10.6396587 12.8928241 9.7228990 11.3220356 9.7350567 7.4030044 9.7390866 7.8382200 9.4819318 9.6184861 7.6668851 4.5751852 9.6907909 10.9497902 8.5774379 11.9747837 11.1089044 11.7090982 9.1236220 8.8181498 8.9286321 12.2301794 8.9794755 9.9132531 8.6217636 8.9777710 NA 8.0411597 10.4030044 2.0749506 9.2939305 11.4925574 8.5340281 11.0754297 9.4219293 10.4572170 11.2648340 10.3400569 8.9505203 3.8382156 7.9256826 9.8107210 1.2532632 10.1862102 9.0971783 6.9879666 11.6886671 11.1104607 8.8642821 10.1854720 9.7330375 9.2305371 11.0538337 8.9309768 11.2208438 9.8605876 3.0606181 10.3374012 6.0214420 3.5751913 7.6282968 4.0081462 10.6014322 0.8381854 7.8531704 4.9536983 4.1601457 NA 0.2532632 11.5162330 10.7436068 10.8339870 11.3947259 8.8306860 9.9051789 6.6833750 8.2783970 10.7198436 10.5558962 8.9657843 9.7610519 11.7991871 2.9536936 9.6530692 -0.7468578 NA 10.5426998 7.8605873 8.5684069 8.4675762 10.0197861 11.9970398 10.0678397 2.9536936 9.8240617 13.9851066 9.9185932 -0.7468578 2.7126838 -0.7468578 0.8381854 7.1420008 14.4119064 10.2348246 8.1143441 11.5023707 -0.7468578 9.4639287 9.2442406 9.7013735 9.6920491 7.5524655 11.6431574 9.9913495 10.2894309 9.8642821 4.7451082 9.2839243 9.5363457 4.9174556 6.4030052 11.2921763 -0.00443120 0.71095000 0.75223000 -0.01993300 1.41410000 -0.01738500 -0.00691950 0.76830000 -0.00069303 0.20779000 0.20779000 0.20779000 0.22237000 -0.00443120 -0.00443120 -0.00926400 0.71095000 0.75223000 0.75223000 0.75223000 0.75223000 -0.01601700 -0.01993300 -0.02342900 -0.02342900 -0.04156700 0.00124810 0.00124810 -0.00691950 -0.01298900 -0.01298900 0.00000000 0.00000000 0.00082096 0.78914000 0.01014600 -0.00069303 0.20779000 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.789 0.789 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.785 0.000 0.711 0.711 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 1.543 1.414 0.000 0.000 0.000 0.000 0.208 0.208 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.789 0.789 0.768 0.768 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.785 0.000 0.711 0.711 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 1.543 1.414 0.000 0.000 0.000 0.000 0.208 0.208 11.5056270 12.3666739 11.1695100 13.7126889 9.5282177 NA 2.4231748 9.7380801 10.1010037 -0.7468578 7.7728938 4.9811768 9.0509187 12.8132318 6.9947245 7.5386592 6.8154999 6.3721982 7.1050065 8.2588816 12.4020516 10.1616499 3.7126838 9.7096117 10.5557591 10.1034441 5.6282953 6.7531031 10.5082858 8.5684069 11.9081059 4.6455749 6.8457146 8.3354064 9.2461957 9.8164536 9.3193465 9.9114688 9.0263965 0.2532632 9.6930882 9.0362555 9.7106382 10.9722182 2.0606008 10.2574778 10.1412394 6.9536971 4.0081462 9.4566054 7.8494470 13.5473036 10.1397159 10.1174434 13.4921844 12.1519777 6.4522429 8.1236222 10.2197628 8.7511092 10.3760853 9.7511092 4.8679656 7.6108093 13.2102686 4.6108063 9.9052059 2.4231748 NA 10.6568019 8.5501734 12.0904910 9.5593190 14.4956871 9.2935471 9.3915291 5.9275196 11.0738352 9.5328678 12.2403436 11.9006123 12.2969682 11.5777191 10.2832346 2.2532632 10.6695271 10.1876854 10.7239162 8.8568836 8.5774379 8.3166522 9.7865871 12.7982217 9.4712149 11.5774378 5.5931087 6.1957708 8.6647683 12.5743130 11.1263168 13.0222686 9.3447852 -0.7468578 NA 10.4820759 12.1318830 11.1883929 6.9327368 10.7914462 11.6415437 12.3793164 10.2721529 11.4288068 6.4030052 10.8912406 9.4055421 5.2305374 9.6930882 10.8386236 6.9327368 8.3031058 12.6643670 9.7380801 10.8661257 10.1104607 1.8382257 14.7968933 5.2178860 6.8001518 7.8472459 7.3928085 8.9760649 9.4844785 9.3098949 8.6011000 7.1112379 9.7320270 9.6878855 9.4269344 10.6821408 10.0378921 11.6902290 11.2966264 1.8382257 10.7590688 3.6455749 12.5138182 8.5684069 7.2419422 9.7350567 9.3306205 12.5956098 1.8382257 9.7620425 4.0081462 10.4030044 11.2078172 10.1683897 11.6886671 11.1987011 8.9845762 11.2208438 10.4467827 10.4820759 9.1267014 9.8457143 10.0750313 NA 0.2532632 NA 9.6401976 10.9275113 9.2175981 0.8381854 9.4639287 8.3617820 11.4278710 TCGA-A4-A57E 59 1 258 0 kidney stage iv t2a n0 m1 19-3-2015 male 2011 NA NA 90 kidney papillary renal cell carcinoma yes 50 1968 white not hispanic or latino 281.43.0 NA NA 3 3 4 2 1 3 1 3 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2244488 7.9999707 1.3742883 5.4827870 9.9172938 9.1976293 9.5591373 8.0712296 2.8336997 9.9639131 10.4557454 10.7552641 8.5441871 17.1425690 8.3458053 10.9760327 4.6221866 9.6596642 7.7878902 4.2322463 2.0923428 9.9017390 9.3094270 8.6269275 10.1055809 8.1089713 8.4853974 10.2299091 5.9288511 14.8378821 10.8785844 NA 11.6480576 8.7387688 6.8254727 NA 5.8172062 11.9592244 8.9498013 8.0431471 7.8661148 9.5214670 10.8469528 7.9326825 11.2270684 NA 8.6711780 0.3742883 -0.6257117 9.6316498 2.5441886 7.4722944 10.0781655 11.1539813 9.0677489 10.5849333 8.7579663 11.7395728 9.8810653 10.2538452 12.7351090 NA 10.1465683 10.7102105 11.4925542 8.1751618 9.7751414 NA 0.9592508 2.6961942 -0.6257117 8.0181184 14.3338564 7.6734702 13.2754117 10.5460642 9.9007612 4.5441886 8.7340115 9.3924621 10.5048325 10.8161686 11.1282349 6.0747024 8.7207757 10.5163690 4.0747024 NA 3.4617250 -0.6257117 8.7514724 13.8593994 10.2361242 10.9139054 8.5441871 5.0747024 10.2306875 7.4510776 10.4921907 8.2599584 7.7751414 4.5837176 9.5861260 10.8428860 7.4403509 9.7129982 13.0205956 11.2990744 8.3572555 9.6527115 6.9938951 13.0583530 9.0885074 10.4097484 9.6492224 8.3226290 -0.6257117 6.4510776 10.0885075 7.4146066 9.5564329 10.9875910 8.3371580 10.7681886 7.3400459 10.2975895 11.0773004 10.9226022 8.0509593 3.7665846 4.8978261 9.6468917 NA 10.9732449 7.8418675 5.9134208 12.6838804 10.7351090 9.4049291 10.5208306 10.4919050 9.1848334 11.2507328 9.4983833 9.4893055 6.6596634 NA 9.8499954 3.3742605 5.1556197 7.5885812 3.1816115 10.4722940 3.8336896 8.8377862 5.0747024 3.3742605 NA NA 11.3962829 10.8736096 11.0533021 11.5335026 10.0642599 8.9056433 6.9655223 8.3714412 11.3149426 10.3138411 9.0253137 10.0833457 9.8590848 NA 9.1324851 -0.6257117 NA 9.5150917 7.8860148 9.6398770 8.6387045 9.8711158 10.7362057 9.9723144 3.5441886 9.5885810 10.7427684 10.1299841 NA 4.2811493 0.3742883 NA 5.1021836 12.1163608 10.3854892 6.0324734 10.4138664 -0.6257117 7.6126665 8.8763579 11.1482253 9.0342578 6.5341332 11.6093786 9.4893055 11.0045291 8.0919383 4.3284559 9.5022562 10.0807580 5.2071510 7.2342934 11.5019339 0.0034615 0.8685500 0.0397940 0.8239700 0.8048500 0.0196750 0.0026679 0.6995600 -0.0998370 -0.0403130 -0.0403130 -0.0403130 -0.0403130 -0.0418070 0.0188670 0.0034615 0.7454100 -0.8028300 -0.7861200 -0.7861200 -0.7861200 -0.7788000 0.8107600 0.0358390 0.0358390 0.0000000 -0.7851100 -1.2929000 -0.0100620 0.8089300 0.8089300 -0.0016088 0.0478690 -0.0063348 0.7326900 -0.7771700 -0.0998370 -0.0403130 0.000 0.000 0.809 0.809 0.000 0.000 0.000 0.000 0.000 0.733 0.733 -0.132 0.700 -0.777 -0.777 0.000 0.000 0.000 0.000 0.000 0.000 -0.795 0.000 0.034 0.800 -0.786 0.000 0.000 -0.776 0.824 0.824 0.000 0.000 0.798 0.798 0.000 0.000 -0.761 0.000 0.000 0.000 0.000 0.000 0.809 0.809 0.000 0.000 0.000 0.000 0.000 0.733 0.733 -0.132 0.700 -0.777 -0.777 0.000 0.000 0.000 0.000 0.000 0.000 -0.795 0.000 0.034 0.800 -0.786 0.000 0.000 -0.776 0.824 0.824 0.000 0.000 0.798 0.798 0.000 0.000 -0.761 0.000 0.000 0.000 6.5138129 11.7282358 11.1498722 13.3234503 9.6550326 NA 2.6961942 10.1686778 10.3533727 -0.6257117 9.0867888 4.6961886 8.8316429 14.5955092 4.8978261 6.8005272 7.3167766 6.6221895 8.0108867 8.0108867 6.5341332 10.5873661 2.9592323 9.7263054 11.1216158 10.2584325 5.8820561 6.9889721 11.1601230 5.3966288 12.0453540 4.2811493 6.3629467 7.9288505 7.2507788 10.8721138 8.9815921 9.5303451 10.2878993 NA 9.0072572 9.1308182 8.9384114 9.8948807 5.6410489 10.5982636 10.0660055 8.4906058 3.8978213 9.6619744 4.2811493 13.5786038 11.5849333 9.5541709 12.8281756 12.8199235 5.6410489 7.0181178 9.6340053 5.9592253 10.6054831 11.9650829 2.3742605 4.8336947 12.7250630 5.8978237 9.1703017 3.8336896 -0.6257117 10.9483823 7.2446264 11.0185689 9.1588967 12.7351090 8.6961900 7.8377862 3.9877938 7.3854888 11.4463945 14.3525702 11.1282349 11.0568177 14.3165932 10.3826906 NA 10.9926474 10.2260110 10.1174134 9.0833458 7.4403509 8.4801706 10.1816168 12.6561920 8.2990743 11.0768676 5.2811530 8.5341332 5.3284595 14.2728704 11.0612001 12.8307447 7.4722944 NA 0.3742883 9.8790810 12.6042824 10.7443772 6.7051789 10.3931576 11.8393181 12.0092998 10.5297126 10.2893944 6.0607629 9.0108867 9.8530316 2.5441886 9.4932030 11.8373801 0.9592508 4.6221866 11.1013230 10.5812763 11.1739483 9.6090794 2.3742605 13.6600254 9.1496089 7.5391689 8.5492625 7.2197523 8.7318139 9.9393640 9.2871514 8.9365043 4.6221866 12.2649062 8.1190957 7.7493016 11.7552640 10.6619743 9.2705943 10.6786133 2.9592323 9.5800552 4.7318132 12.4363739 8.6316496 7.7449495 8.5441871 9.8013338 12.9458961 1.6961719 9.0607624 3.6221924 10.0885075 10.0217204 10.4457243 12.6838804 12.0223948 7.5086885 9.4893055 11.6573503 9.3911538 4.5441886 9.9278913 10.4590703 -0.6257117 3.7665846 4.2811493 8.5958490 11.9602948 9.1735435 0.3742883 7.6126665 9.4227487 9.2675634 TCGA-A4-A5DU 45 0 NA 496 kidney stage i t1a nx mx 19-3-2015 female 2012 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 299.44.0 NA NA 1 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144431e-06 4.508365e-07 10.1874325 9.7748742 8.1739704 -0.7328837 11.1769727 7.5111106 13.2966257 NA -0.3766950 8.2007701 5.1978182 8.2586014 10.3250713 8.0385690 11.8792570 12.5284400 10.3135216 8.7306040 5.8817894 11.4731782 8.7926003 6.7748740 9.9288577 1.2670563 6.9950005 NA 4.6933420 10.5979965 10.1405237 9.2698946 5.6933448 8.1679465 9.4457445 10.7614352 9.2684877 9.6334018 8.1435965 5.8520413 11.0856618 9.6828213 6.4066302 8.2866705 3.1739749 10.3532159 9.2212758 1.5889964 9.7529090 7.8781043 9.8744100 10.4187304 7.2783073 5.6246303 11.0543823 9.7275356 8.3834235 3.7265152 4.2212739 8.4765332 9.7285591 5.3114741 5.7265125 9.5066781 -0.7328837 10.8445084 5.0219682 5.6764705 8.8945953 10.0824630 10.7534119 6.0999705 14.9171777 8.4344977 11.4980007 4.9675191 10.6854594 8.1948578 1.5889964 4.4509605 11.0307070 9.7974860 8.6572484 9.7448379 9.8463955 8.9252912 8.9796067 5.1497227 12.6686258 10.6567110 NA 10.6849321 9.2988910 5.8369340 NA 8.3492286 12.4335566 8.7346852 9.1889206 7.1978172 9.2270816 10.9518282 8.2783068 10.1665347 0.8520788 8.8817894 NA NA 9.9881788 -0.7328837 7.1062834 9.6954397 10.4789679 8.1769725 10.9059680 9.0776513 11.8226897 9.3345140 10.1211688 13.7927839 -0.7328837 11.1416884 11.2614330 10.9796066 10.9163358 10.0169491 NA 1.8520388 2.4370146 1.8520388 7.2270816 13.7654302 11.1412925 13.6220177 10.2379045 11.4572129 4.1739669 8.4040707 4.1250642 10.7074297 11.7213789 11.4999982 6.4269507 7.3385421 10.9601309 -0.7328837 NA 6.4066302 NA 9.7837645 13.2773455 10.0800591 11.7766072 9.7162282 4.8817919 9.9027978 7.7629348 10.8495745 8.9235046 6.9535807 5.5890084 9.6474975 10.5397094 7.5708606 11.2040856 11.0194603 11.9699016 8.0186236 9.4117379 7.7175483 12.1588633 8.2183642 9.5720013 8.9983986 9.6213290 NA 7.7508952 10.0311218 NA 9.2530497 11.0610892 8.6377671 10.3729881 8.7326460 9.8836285 11.8442724 10.6770008 9.3760613 3.9675191 8.3937843 9.6191230 1.2670563 9.1420608 8.8799480 4.9395040 12.3075406 10.9932978 9.4692034 9.9483180 9.8973468 9.0904470 10.4295276 9.1769727 10.7001433 8.2529218 4.3114741 10.9670858 3.0744369 4.7906417 8.5244673 2.4370146 10.2029813 -0.7328837 7.4667519 5.5589411 5.5150059 NA 1.5889964 11.2183643 10.6185711 10.5279992 12.0584460 8.0418666 8.6197633 6.6192560 6.3860211 11.0161110 10.1543003 8.4740941 9.0920383 10.4370046 6.4269507 9.9958505 0.8520788 1.5889964 10.1196091 6.8669920 8.6593969 9.1266144 10.2117917 9.9570777 8.3703675 3.2670863 8.6355861 13.9350782 10.2663750 NA 3.0744369 NA NA 6.2095937 13.7829642 11.1231160 7.0418672 10.9217156 NA 9.4053515 8.7448379 9.7367214 9.6102652 7.7867159 10.9928719 9.4469888 10.2190928 10.3306769 -0.7328837 8.9288577 9.5685758 4.9395040 7.2949855 12.1285543 -0.00761010 0.93305000 0.99562000 -0.02862800 2.04990000 -0.01119800 -0.01574100 0.99877000 2.43640000 0.29262000 0.29262000 0.29262000 0.30266000 -0.02233200 -0.00761010 -0.00761010 0.91988000 1.00220000 1.00220000 1.00220000 1.00220000 0.00610900 0.00166420 -0.01752900 -0.01752900 -0.01119800 0.00097064 0.00097064 -0.01574100 -0.01477800 -0.01477800 0.00000000 0.00000000 -0.01001500 1.02160000 0.00549790 -0.04346600 0.29262000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.994 0.994 0.991 0.991 0.000 0.000 0.000 0.000 0.000 0.000 1.008 1.008 -0.970 0.000 0.933 0.933 1.002 1.002 0.000 0.000 0.000 0.000 0.000 0.000 2.069 2.069 0.000 0.000 0.000 0.000 0.293 0.293 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.994 0.994 0.991 0.991 0.000 0.000 0.000 0.000 0.000 0.000 1.008 1.008 -0.970 0.000 0.933 0.933 1.002 1.002 0.000 0.000 0.000 0.000 0.000 0.000 2.069 2.069 0.000 0.000 0.000 0.000 0.293 0.293 10.9185798 11.7200930 11.1031300 13.6225684 9.0647411 NA 3.6593994 9.6080424 10.1348988 NA 8.2670797 8.2183642 9.0418666 13.7056766 6.9535807 6.4958982 6.4958982 6.8139735 6.2095937 8.1250606 11.8748723 10.7569275 0.2671163 9.3886132 9.5799626 9.6849321 5.0744326 12.1385999 9.9261836 7.8216688 11.8849763 5.2443581 7.3651116 9.3412210 9.1062834 9.4269509 8.9395049 9.6658234 9.4618365 1.5889964 9.5244675 8.6722209 9.2614330 10.6459163 3.6593994 9.8539194 9.9692522 7.3860211 3.1739749 8.5338662 7.5890076 12.6438833 10.3651117 9.8623372 13.4680548 12.4868350 6.3851894 7.7428133 9.5605512 7.1312654 10.3324957 9.1235051 3.7906365 5.0744326 13.8846045 3.2670863 9.6593971 NA 0.2671163 11.0152724 7.4618363 12.1219480 10.6185711 13.7927839 9.4091866 7.6158076 6.6893970 10.4964993 9.0286308 12.6848003 11.4999982 11.9161112 11.7159703 10.0360909 NA 10.9583870 9.9881788 10.2422110 8.6421192 7.5708606 8.2164684 9.6507839 11.8042980 8.1219479 10.8478093 5.9535795 7.0017887 8.6849320 13.2367180 10.1896640 13.2720900 9.9466301 -0.7328837 0.2671163 10.2970569 12.2814489 10.7783183 7.2783073 10.4838254 11.5341589 11.4282115 10.3135216 11.4731782 5.7265125 11.0784543 8.7100232 5.4569047 9.3250713 9.9711042 6.4066302 8.6785906 12.0896405 9.3703675 10.5935091 10.0582425 3.8520388 14.4165092 7.9054791 7.1679460 7.8017717 6.8595373 7.9430364 9.1512502 8.6002348 8.3005027 5.4569047 10.6152545 10.0484393 8.0808607 11.0586495 10.2328639 11.4565953 11.7037912 0.8520788 10.8144562 1.2670563 12.4846784 7.2614330 6.8139735 9.7162282 9.2687411 12.2979192 0.8520788 9.8321816 -0.7328837 10.0311218 11.1102156 9.7857328 12.3075406 11.2092276 8.3989365 10.7001433 10.9461198 10.5007293 8.4469886 9.8937012 10.5274111 NA NA NA 9.0760438 11.9011465 8.5432039 -0.7328837 9.4053515 8.0517147 10.9579506 TCGA-A4-A5XZ 65 0 NA 479 kidney stage ii t2a nx mx 19-3-2015 female 2012 NA NA 80 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0534052 5.6063712 10.7842884 8.6336913 6.0171581 11.2200409 -0.8031412 4.9783375 NA 2.3668957 10.2976420 9.9725900 8.0330298 5.7205411 8.7950321 8.8869778 9.5468138 10.6305651 9.7047743 8.5501265 4.6232465 6.0043351 9.7696798 6.4257983 12.0039320 8.5676671 10.4270001 9.4329938 3.8408358 9.8516157 8.1277168 9.7205417 10.8254252 7.6848194 8.2764646 11.3039940 9.2040069 8.3568512 1.5188876 4.5892961 9.3120232 9.2026043 5.1742586 7.8764599 10.6686549 2.8974147 10.1577057 4.0549613 6.2193467 10.1691338 9.7205417 10.7404949 7.2576754 14.5384985 8.5935846 10.5758164 4.5189065 10.0673444 7.4401532 2.1969847 3.7891345 9.6584591 9.7620817 8.5978593 9.1424234 9.3818550 9.9266004 9.3743992 5.3262641 13.2877537 11.3390867 NA 11.3223931 10.0253384 6.4731034 NA 7.0611659 13.0908500 7.8190314 9.8098482 7.9249004 9.7885020 10.5545317 8.2413740 11.5569433 -0.8031412 9.0933122 NA NA 10.3706568 2.1969847 7.4449072 10.2502268 9.9527018 8.5278965 10.6179926 8.6502504 11.7138468 9.3978782 10.1431549 13.9333816 1.5188876 10.6138775 10.9795685 10.7052697 10.5121292 9.8190315 NA 0.7819052 0.1969847 0.1969847 3.8408358 13.5350196 11.3596857 14.4561712 9.8281568 10.5962576 3.6564163 8.5828420 4.9518675 11.1945120 10.9668175 11.4855574 6.7894371 9.5278965 10.8826045 2.6564048 1.1969847 6.0043351 0.7819052 9.9734127 13.0828667 10.6569236 10.5149575 8.9026121 7.4161481 8.7819422 7.9249004 10.4807452 13.2260943 8.3917364 4.4449056 9.2528993 11.0917974 8.5523310 11.5506779 10.6948315 12.1789036 9.6095494 9.1497210 6.8819386 12.6015891 9.2549714 10.0780937 9.0902813 8.9316893 0.1969847 7.4916006 10.3384483 NA 9.9094121 11.7542040 8.0978467 10.7654108 8.6461284 10.0711926 11.4849805 10.9167963 9.0853272 2.8974147 7.3262623 9.9163686 -0.8031412 10.2837793 8.6042474 6.4637663 11.3390867 11.2262669 9.4112987 10.4620086 9.3991036 9.2737954 10.8367725 9.0139633 10.3984910 9.1053722 4.4823837 9.1173325 4.0043306 4.3262641 9.4003276 3.1969847 10.9231978 -0.8031412 8.1038700 5.1267705 4.7515708 NA 2.1969847 11.6546171 10.8909022 10.6305651 11.1380273 9.5064560 8.7476687 6.8285935 6.5545321 9.9840659 10.4584870 9.0673443 9.6357714 10.6419945 5.6232436 9.6326499 0.1969847 NA 9.6388864 7.8729365 9.0011106 8.4039941 9.4916004 11.1792603 10.1358242 1.5188876 9.1173325 13.2175256 9.9077861 NA 2.7819472 -0.8031412 1.5188876 6.5189080 13.9674887 9.6502503 7.8116894 11.0424697 NA 8.6502504 9.2715226 10.1269778 9.7225005 6.9585307 11.2744630 9.9476866 10.5844585 9.7534857 3.4449056 8.7496489 8.8098482 5.0830431 6.0562042 11.2754641 0.00000000 0.64701000 0.69926000 -0.00773600 1.36720000 -0.00593670 0.01037700 0.69833000 1.73900000 0.24181000 0.24181000 0.17948000 0.17948000 -0.75903000 0.00231130 0.00000000 0.64701000 -0.00364770 -0.00364770 -0.00364770 -0.00364770 -0.00046254 0.00342200 -0.00807090 -0.00807090 -0.00170950 0.00175620 0.00175620 0.01037700 -0.00309420 -0.00309420 -0.01358600 -0.01358600 -0.04419000 0.68025000 -0.01110600 -0.02867400 0.24181000 0.000 0.000 0.000 0.000 0.688 0.688 0.000 0.000 0.000 0.680 0.680 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.651 0.651 -0.113 0.000 0.647 0.647 0.000 0.699 0.000 0.000 0.000 0.000 0.000 0.000 1.367 1.367 0.000 0.000 0.000 0.000 0.179 0.179 0.000 0.000 0.000 0.000 0.688 0.688 0.000 0.000 0.000 0.680 0.680 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.651 0.651 -0.113 0.000 0.647 0.647 0.000 0.699 0.000 0.000 0.000 0.000 0.000 0.000 1.367 1.367 0.000 0.000 0.000 0.000 0.179 0.179 10.0235282 11.9760834 10.9261755 14.4783664 9.0393301 NA 2.0043216 9.3631428 10.5379647 0.1969847 7.2522624 7.5545313 8.7554004 15.4909542 6.0298703 7.6968257 6.9585307 6.0171581 6.6968257 7.7592218 12.8496006 10.2536174 -0.8031412 9.8658647 10.4543675 9.8390313 4.1969768 15.1372703 10.1663662 7.1158427 11.9094938 6.2844420 7.5676671 7.9881427 9.4221872 9.7458015 8.8569754 9.8024592 9.4064331 NA 10.6497357 8.4039941 10.2737952 10.6456122 3.7819472 10.0826760 9.8982861 7.3159203 4.2844401 9.3530628 6.8043105 13.8276450 11.0135634 9.4389627 13.4180381 12.1703183 6.3760924 7.9816147 10.0115622 10.4021620 9.9189333 10.2352128 5.0298681 6.3868041 13.4865663 3.6564163 10.6300435 -0.8031412 0.1969847 11.1706770 8.3593709 12.8470217 8.6948315 13.9333816 8.8676358 9.1113647 5.6089157 9.3768888 10.2857679 13.6970746 11.4855574 11.6427705 12.0278909 9.9560356 NA 10.8834802 10.3307641 10.9116545 8.6399231 8.5523310 7.8372249 9.4543676 12.9164755 9.3002674 11.4878567 3.8974147 5.9249004 8.9043387 12.8643352 11.8658647 12.5375253 9.9342946 NA NA 9.9824321 12.4951855 10.7505754 5.7515682 10.7097201 11.6095495 12.3931207 10.0902812 10.7842884 4.7515708 10.6711926 7.3618868 3.7819472 9.1598756 10.7353286 6.4257983 8.5121293 12.2974745 9.8939472 10.8480313 9.4684426 1.7819472 14.6487059 7.3048770 6.2082070 7.9317906 7.7322550 8.6543607 9.6148322 9.0011106 8.6169399 8.3517979 11.2654221 9.4209813 9.0704237 10.5817634 9.8922079 10.8162827 10.7894367 1.7819472 10.0887633 3.2844401 12.0573334 8.7225005 7.2137876 8.9026121 9.2767977 12.3951177 1.1969847 9.3830938 1.1969847 10.3384483 10.7291066 10.2864301 11.3390867 11.5539818 8.4731042 10.3984910 10.7852258 10.1233942 8.3843318 9.3146227 9.7563568 -0.8031412 2.5189128 NA 8.6127215 10.4586985 9.0267024 0.7819052 8.6502504 8.3390866 11.0510689 TCGA-A4-A5Y0 61 0 NA 252 kidney stage i t1b nx mx 19-3-2015 female 2012 NA NA NA kidney papillary renal cell carcinoma yes 120 1966 white not hispanic or latino 325.39.0 NA NA 2 3 4 2 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.47848004 10.39789749 0.60397641 10.58368662 8.49884083 -0.98108102 7.48666611 7.16880748 9.93494015 10.00632482 7.45785281 11.95974140 10.93185654 9.64932786 7.77060509 3.41137201 3.87703745 9.91387853 5.77394887 -0.98108102 1.60402387 11.30706160 6.47849298 10.19023755 9.91992758 7.01906025 9.04833429 6.23822893 10.16435601 6.05248328 16.52316589 7.99634072 10.93717855 4.14834031 10.09453985 7.57364946 2.82641629 3.25937795 8.57556685 9.87159018 9.38974813 9.78310301 9.76976777 9.68528475 10.22424303 6.46200486 14.85503710 10.24968165 1.60402387 11.16212498 9.85905174 7.04696682 NA 7.55821941 12.53451419 8.06890938 7.99920010 7.75715329 7.41566572 11.31912723 8.84878347 10.88270112 NA 9.33647331 -0.98108102 NA 9.05248382 2.18897055 9.48870258 10.79013749 10.41405930 8.81022361 10.25447665 8.73844968 11.24799662 10.00276692 10.93829653 13.69645005 2.47848004 10.17751260 9.74101439 11.28877185 9.80123999 10.57795973 NA 0.01906137 NA 1.01906137 5.04142699 14.22618948 10.22546462 9.11181798 10.72339670 11.22026574 NA 7.86141078 9.02046886 11.12005153 10.05454721 12.74319510 3.60402387 7.22363203 10.72814458 1.82639595 NA 8.63744614 -0.98108102 8.68971709 14.19113659 9.68083876 8.86455080 9.01482782 5.60402387 9.25268033 8.17134546 10.26421527 6.13800141 8.61897347 3.54261713 9.82907798 11.82681813 8.51691261 11.02923911 12.32953151 11.14608780 9.16880773 8.52089796 5.30464611 13.22087835 9.89096599 9.73673711 8.71428914 6.28584791 -0.98108102 7.33194342 10.21135357 2.25326320 8.42526585 11.21934637 8.46407560 10.52933040 9.90856465 10.34267852 11.98826737 9.99204058 9.08649506 4.57364719 8.60214358 10.25865931 NA 10.58606608 7.70205560 5.81347595 12.76641457 11.28877185 9.60402331 10.50539297 10.47130200 9.11049610 11.23651259 9.54066122 10.23216499 6.80696328 6.90170321 9.49378061 3.34098946 1.60402387 10.03447573 2.71949013 10.95348875 2.60402387 7.31826893 5.80343371 1.82639595 NA NA 11.78351771 10.35221605 10.86219666 10.98340159 10.06003536 8.49073578 6.60033666 7.85195075 11.09286758 9.18522383 9.60402331 10.38428957 9.76389454 3.18898637 9.14705505 NA NA 9.58701688 7.67369704 9.54262274 7.87704175 9.84878347 10.01765110 8.36778908 -0.98108102 10.60777535 12.11742188 10.86376651 NA 2.01906137 NA 0.01906137 6.30446358 12.01447459 8.41352343 7.67727214 11.87353958 -0.98108102 8.93494015 9.65061074 10.80614705 10.12431456 7.19398655 11.60566600 9.68172913 10.81225762 10.06426745 3.10651583 8.67727214 9.27762682 5.36583949 5.54934881 10.65975753 0.00000000 3.65690000 -0.00858580 -0.00411560 -0.00715690 0.09714700 0.00670450 0.81167000 0.02262400 0.00614820 0.00614820 -0.00699350 -0.00699350 0.00000000 0.00000000 0.01590600 -0.97572000 0.02950500 -0.00858580 -0.00858580 -0.00858580 -0.02064800 -0.01088300 -0.01267500 -0.01267500 0.05228100 0.00698270 0.00698270 0.00670450 0.00545300 0.00545300 -0.00439230 -0.00439230 -0.00148530 0.02894300 -0.00023821 0.02262400 0.00614820 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.981 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.981 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.493781 12.033256 11.041082 12.413255 9.016240 NA 1.826396 9.842428 10.302109 NA 9.532788 8.973257 9.007745 13.503443 3.773944 3.019061 7.855111 7.867683 2.478480 8.235807 6.641112 10.661564 3.773944 9.793848 10.810769 10.147700 4.063451 8.837643 9.877819 7.153487 12.191327 4.633768 7.736737 8.363357 6.526856 10.320557 9.371104 9.821577 9.601203 NA 10.650238 9.572690 10.961209 10.378261 4.478493 10.423138 7.793848 7.419940 2.340989 9.573650 7.436913 14.121734 11.759474 8.476442 13.206413 13.320485 6.712548 9.671009 9.391926 4.901702 10.330809 13.281221 2.604024 6.148344 13.659927 5.411379 11.408961 2.826416 -0.981081 9.741014 7.790551 12.773739 8.748682 13.696450 9.150918 8.288187 6.690991 5.019061 11.824200 13.392674 12.743195 12.039694 13.371242 10.126278 NA 10.355009 9.495807 9.761370 9.062088 8.516913 8.977613 9.808594 12.214125 5.019061 10.482069 6.367789 6.502876 7.550442 14.007965 11.984665 13.816976 8.703809 -0.981081 2.478480 9.131500 12.449513 10.913860 6.604024 10.410841 11.40842321 12.09136084 9.69236983 11.23701841 4.30445993 9.81591160 7.78061194 2.01906137 9.29867137 12.01113873 2.47848004 7.55821941 12.23686096 9.81428877 11.00561388 9.61525057 1.34096098 13.01553423 7.08945048 7.24306256 8.12410476 5.28584606 8.68083876 9.88865452 9.38482540 9.23459377 2.47848004 9.58225698 9.16116767 8.53869684 11.18773286 10.22057204 10.26580138 10.96377278 2.92594247 10.24426821 3.92595196 12.15246466 8.68261894 7.80696328 9.01482782 9.03552082 12.51128948 NA 9.46200425 0.01906137 10.21135357 10.33251069 10.08178153 12.76641457 11.49985092 6.11709241 10.23216499 10.70424751 10.24727815 5.96157471 9.50589569 9.63192932 NA 2.18897055 NA 7.87392883 11.18002879 9.15477002 NA 8.93494015 8.55433597 10.50740300 TCGA-A4-A5Y1 75 1 395 87 kidney stage iii t1b n1 mx 19-3-2015 male 2012 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 299.44.0 NA NA 3 3 4 2 1 2 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1405614 10.8650641 10.6329404 8.8674468 6.7299429 6.9114184 9.6922363 9.4886909 4.9929768 5.6083125 11.0535586 1.9408809 10.3577487 9.4777647 4.7603168 9.6510797 10.7678114 10.9195154 9.4132812 14.9211337 7.6688098 13.0534819 5.4232823 8.9066733 7.4232815 6.3730618 2.5997463 9.8723218 10.0559848 9.0481830 9.8643039 9.4754781 8.3799254 10.2363204 7.1108142 13.0387663 12.0547078 6.1248885 11.9311599 9.7536289 7.7588135 NA 10.5566810 12.7565078 8.4317989 9.2457435 9.3240851 9.9622773 11.7061508 9.5525648 8.3152026 2.4972802 9.6020383 7.2733863 -1.1465632 9.6779872 3.2796941 7.9315773 10.3251015 9.5022331 8.8083497 10.0986818 8.5098510 11.2606555 8.9697701 9.9208606 13.4245270 2.0233618 10.4696558 10.3038643 10.3030907 9.5843208 10.5841087 0.4383993 1.4383993 2.5538765 1.1753649 5.2796904 13.0005516 11.8928594 8.9762542 9.4909567 10.2040892 6.0774289 8.1119922 8.2838787 11.1586330 10.9400601 12.1999421 6.6894767 9.1353563 11.4182902 6.7207053 5.5881359 2.8076228 1.0233263 7.9073522 12.6161197 10.8578223 11.2079511 9.2548392 5.0822470 9.8653524 8.2175608 10.8617305 8.1685759 8.2065729 4.0031704 9.2374437 10.3082396 8.8737117 11.6400022 12.7098031 11.8231725 9.1312947 8.3599915 4.7834514 12.2903980 8.8307063 9.6178832 7.9942561 6.8702340 -0.1465632 7.9736641 9.6779872 6.7873228 7.8528060 11.3093955 8.2596312 11.2505660 8.8611542 9.9252237 13.1943890 9.8010632 8.8945995 6.2838792 7.4496158 10.9825482 NA 12.0264006 7.4918619 6.8134285 11.7453049 10.1761995 9.7752672 9.8424658 11.0241338 9.2049176 11.4770951 8.8868492 9.6020383 8.8611542 2.9827107 9.8170449 4.6736073 6.5375787 9.6462165 4.9827107 10.6502770 4.5258496 9.4929117 7.4289656 4.6083125 NA NA 11.4072955 10.4395624 11.7646310 11.5372981 9.7996015 10.8728849 6.3787509 8.3321959 9.8827135 11.7272548 8.9080305 9.9707447 11.7474861 8.9046352 9.6310925 -1.1465632 NA 9.8530740 10.5674570 8.4166223 8.8285576 8.6323246 9.5438608 10.2452068 3.2109810 7.3108072 11.9141222 10.3928274 NA 5.2284647 3.3452828 3.4383860 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0.000 0.000 -0.546 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.549 -0.549 -1.125 -0.548 -1.113 -0.523 -0.255 -0.255 7.886849 10.906504 10.494349 14.249663 9.733010 7.689477 2.807623 9.677191 10.781919 -1.146563 6.404173 4.886848 8.814876 13.962257 5.819211 7.719159 6.529384 4.497280 5.961950 8.857647 8.845657 10.275491 3.408019 8.987853 9.599361 10.443311 5.288056 10.073200 11.052485 6.763320 11.974374 6.751272 7.900550 7.910064 7.091831 11.072292 10.452642 10.764256 9.819571 4.023353 9.853426 10.436039 6.856241 11.304509 5.532906 11.107126 10.249496 7.511638 6.361221 10.259897 5.445882 13.659044 10.164323 9.971718 13.742241 12.183363 7.511513 9.100167 9.691842 7.491862 10.554949 11.728119 3.553864 7.500885 13.854592 5.588136 10.192163 1.312839 -1.146563 10.864653 9.103725 13.133617 10.194111 13.424527 9.014558 8.471812 6.785523 8.784164 10.462374 12.306247 12.199942 11.590568 12.266591 11.180698 2.940881 10.971556 11.896283 11.909725 10.043560 8.873712 7.903275 10.996172 12.747723 9.202707 11.421975 7.186582 6.670410 6.911418 13.098211 11.653821 12.603243 8.336305 -2.146883 -2.146883 9.424705 13.178099 11.915550 7.283879 10.539927 11.4811881 11.1020951 9.8050752 10.7595652 5.8590502 9.5961568 9.8453023 4.7959383 8.8882251 9.6233632 6.5116372 7.6315030 12.2291330 8.6074786 10.6172610 9.7726620 3.2109810 14.0550142 6.8903141 7.4194799 8.3802286 7.5381750 8.4616812 10.4149528 8.1955007 8.7788101 5.7782375 9.7379784 7.5762334 6.0870469 10.2074001 10.0386114 10.8355285 11.6505811 1.7603061 9.8460106 4.9408903 12.9141585 7.9645621 7.5258512 9.2548392 8.3959938 11.0325578 6.6347864 8.6559425 3.5258559 9.6779872 10.7030268 11.0946646 11.7453049 10.3718335 8.2468166 9.6020383 10.0665304 10.0487338 7.5932066 9.6429598 9.1832225 NA -0.5617071 1.1753649 10.1665927 10.3381937 9.6429598 1.3128394 9.4008028 7.9208608 10.2804771 TCGA-A4-A6HP 66 0 NA 379 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes 70 kidney papillary renal cell carcinoma yes NA NA white not hispanic or 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6.36568029 9.62003888 9.71454776 9.15578262 10.26353658 8.83447263 9.50635261 8.68143943 4.84983917 12.96974519 12.31647509 NA 11.93873741 8.55084065 7.26640146 0.96716861 5.90970831 12.62473561 9.03058907 8.91410015 7.38504615 8.83755856 10.21334060 6.77454857 9.01523104 4.05465749 7.75509654 -0.03283139 6.87408503 9.24098948 3.61105432 8.84983698 10.26066554 10.75346347 7.93297828 10.66459590 9.73289427 11.65077627 9.24448134 10.74568172 14.37810889 3.05465749 9.86671700 10.41013734 10.52848175 11.22399227 9.56617680 -0.03283139 -0.03283139 2.96718706 1.55218030 7.90088431 13.98112712 11.18545435 11.14367867 11.30286336 10.89645230 5.62540493 8.80482186 4.52178572 9.92284378 11.06456764 10.48513878 7.98121448 8.33351587 10.68615478 5.03328203 3.66763103 2.87408872 0.96716861 9.22928869 12.95915850 8.93586074 12.13758841 8.51215813 5.76160974 9.49954975 8.14710314 10.74746704 9.12327691 9.66676635 7.13711923 9.57806185 10.07441097 6.41840418 10.25894014 11.85308085 12.60743879 8.61644997 10.16997885 6.56054836 13.22914183 8.45302323 9.04400935 8.97422126 8.30034936 -0.03283139 6.45904630 10.17786523 -1.03268381 9.86176156 10.19601251 8.41840502 9.81816193 9.72708198 10.17176502 12.11423973 10.51215833 10.07388770 5.13711821 10.10610552 9.34440444 -1.03268381 9.32144313 8.14710314 2.96718706 12.60268525 11.43454468 8.90383185 9.30034913 9.21630741 8.63252961 11.56941485 9.68914747 9.62629785 5.90970831 2.87408872 10.29755060 4.42662706 2.28912622 7.15701844 2.77454461 9.84983683 -1.03268381 9.18515146 6.68452703 5.11694275 NA 2.13711001 11.95871572 10.87746183 10.51842144 12.78926670 6.96719397 4.42662706 6.73332451 7.62182991 11.89348986 9.71370819 7.78737304 9.13210073 9.68401324 3.42662706 10.77977229 -1.03268381 NA 10.26353658 6.28007663 9.49075583 8.18636239 10.70823941 9.26411016 10.10993915 2.87408872 9.67196205 11.40104008 9.39450664 -1.03268381 3.49074981 1.28912622 2.77454461 3.92138872 14.38141662 11.59381551 5.02095550 9.66676635 2.96718706 7.47894674 8.51215813 10.87069915 9.13837062 6.41840418 11.00130502 9.47795796 10.44646892 9.79135713 3.13712641 8.76809366 9.64226871 2.62025795 8.23970688 12.96833812 0.00097064 0.00694350 0.05323700 -0.00498440 1.57490000 -0.00843850 -0.00981850 0.74176000 -0.04352200 0.11155000 0.11155000 0.11155000 -0.02967200 0.00097064 0.00097064 0.00097064 0.00694350 -0.00045783 0.05323700 0.05323700 0.05323700 -0.00041585 -0.00498440 -0.01431800 -0.01431800 -0.00843850 0.00000000 0.00000000 -0.00981850 -0.00290910 -0.02120900 0.00235810 0.00235810 -0.00401620 -0.00332430 0.00972760 -0.08585500 0.11155000 0.000 0.000 0.000 0.000 0.741 0.741 0.000 0.000 0.000 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.575 1.575 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.741 0.741 0.000 0.000 0.000 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.575 1.575 0.000 0.000 0.000 0.000 0.112 0.112 10.68829306 11.99613590 9.78177640 12.51046739 7.84371068 NA 3.05465749 10.24680448 10.41520684 -0.03283139 8.00061696 7.80008387 9.07963331 16.67690370 8.71370819 8.47498839 6.04400935 7.74198060 8.45302323 7.11694067 9.39345868 10.37552354 -0.03283139 10.39398275 9.24448134 9.24448134 4.28911884 14.55573283 9.44899322 8.47300554 12.31218182 6.97842103 7.30258409 9.43071828 8.23632040 9.03999649 8.82517473 9.24098948 10.82167267 NA 10.06390897 7.54839424 8.86049543 9.31370751 0.55218030 10.29867069 8.28007663 7.42662538 5.89793014 8.08872730 4.63961999 12.37406316 12.50344107 8.77937103 13.62863795 11.91957111 5.73537866 9.51408832 9.21393435 9.31370751 10.83986876 10.45201674 4.69511412 5.70866180 13.48971409 6.68143943 9.36807337 -0.03283139 -1.03268381 9.45000183 6.39345910 13.35548027 8.86806073 14.37810889 7.67455316 7.00061640 5.90853433 12.77495127 8.41634238 12.55485418 10.48513878 11.04867731 12.08353783 9.63785003 3.42662706 12.28503040 9.62003888 10.68615478 7.98678464 6.41840418 7.79691632 10.23807317 12.32611974 8.36593744 10.64974963 6.67455246 8.77293771 8.05465695 13.76994446 10.96825012 11.65784666 8.94590437 0.55218030 NA 7.51794098 12.29137440 10.34210290 7.16195115 9.76647541 11.58557937 11.22899499 9.06522601 11.41350179 5.98956140 10.23398043 9.03865621 4.82517505 8.40598555 12.12903587 6.76160974 8.05730621 11.42764975 9.01568071 10.68272691 9.23280895 2.96718706 14.93691763 6.88724865 6.81894257 6.85709272 8.47696892 6.03328203 8.95303587 8.43071807 8.72759785 5.83755982 10.05266626 9.00474070 6.25259542 12.25793273 10.71412795 9.67800023 10.90567078 4.69511412 9.14336689 0.96716861 12.23656165 5.88605746 6.88605746 8.51215813 9.99431199 11.98695831 2.87408872 8.84524477 0.55218030 10.17786523 10.47586513 9.25028231 12.60268525 9.92429589 7.10162066 9.62629785 11.21452804 10.20021424 8.86201149 11.06621286 10.66589849 NA -1.03268381 NA 8.52752666 12.60444929 7.28007663 -0.03283139 7.47894674 8.01976195 10.24912388 TCGA-A4-A772 39 0 NA 0 kidney stage i t1b nx mx 19-3-2015 male 2013 NA NA NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 344.34.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.21539819 9.57196325 8.65259620 1.05887061 12.03211269 7.90304490 14.25902600 0.05893985 2.66295742 6.28128652 6.14635585 6.23548200 10.25365050 7.98765853 11.78992980 13.08149269 9.63820963 8.35198205 6.30682181 11.32704576 8.86087157 5.94153596 12.19652529 1.47394273 5.75005440 -1.52616115 1.93334602 10.57918496 10.28931450 8.73954638 4.28128281 8.83477820 9.41497882 10.14547227 10.84325591 9.49976279 8.28128606 5.94153596 8.81600571 9.34506632 7.00531240 11.17718592 6.68338487 10.72126533 9.43103328 3.75933696 10.72156209 7.69309940 10.23589791 10.18473764 7.33191208 4.74071713 11.40980342 8.86839385 7.75470181 5.34429591 4.22881869 9.55074679 8.94458996 4.35657346 8.06638846 10.57130498 2.56139946 10.93131208 8.91272291 6.05889441 8.84242672 10.65384027 10.07477327 8.01308981 16.07488942 8.48655591 11.14392345 4.58245364 10.30682124 7.86410008 3.28128281 4.06099849 9.33113461 9.75933346 8.91687458 9.65570459 9.39577210 9.55940367 9.21960562 6.31313518 13.13882285 11.60915948 -1.52616115 12.14281617 9.75516583 8.08126132 -1.52616115 6.74539466 13.20110713 8.47815156 8.85005647 8.10328781 9.57721902 10.72185871 7.93131194 9.50185788 NA 8.66499048 0.05893985 -0.52616115 10.01114953 1.93334602 7.91480009 10.03474161 10.15253127 8.33501824 10.09415107 9.44259791 11.87239566 9.10146519 10.48620653 13.64405185 1.64385619 10.67684169 10.32724072 10.79021269 10.39428401 10.07848442 NA 0.05893985 3.42812899 1.47394273 6.55607989 13.51981880 11.49803196 11.68064034 9.84897058 11.13102627 4.70275173 8.38981071 4.81378119 10.33424222 11.73676011 10.97972785 7.40466815 9.20609861 10.56073091 4.05889657 2.28128281 6.84897090 -0.52616115 9.28530580 13.09764125 9.94408156 12.14646704 9.33656860 6.38082121 9.56536660 7.44834596 9.84508165 9.95168949 8.33501824 5.97377657 9.47559969 10.65321832 7.92925841 11.65244042 11.80512806 11.63883812 9.18301500 10.11933750 5.21256545 12.67130149 8.90229129 9.35121532 8.86517464 8.24376903 -1.52616115 7.46828435 10.20142631 -0.52616115 9.90739139 10.73837376 7.98370619 10.18129031 9.67911357 10.26997077 11.96941149 10.43682718 9.59959006 4.42812899 8.51010467 9.61220301 -1.52616115 10.26550113 7.38082207 5.98963178 12.33850428 11.39892920 9.31392218 10.21708261 9.72600523 8.96878687 11.00380825 9.41937498 10.78170125 8.50597705 0.79585005 10.45407079 4.05889657 4.49073698 7.79811145 2.28128281 10.39465626 0.79585005 8.66991860 5.35657346 4.20185339 NA 2.86625521 11.71680755 11.49577869 10.39279438 12.03139489 8.91583786 8.21014725 7.00531240 7.33811773 11.16611079 9.97028568 8.74071780 9.56073081 10.79557752 9.04378686 10.19887128 NA -0.52616115 10.40540742 7.41644541 9.13035614 8.07941065 9.92771619 10.64823272 10.72363723 3.11779476 11.11327191 13.86319280 10.45621178 1.05887061 2.86625521 0.05893985 -1.52616115 5.11778645 14.61334264 10.61986332 6.57721883 10.32996761 NA 9.33889100 9.16198037 10.34929660 9.49907073 7.27483098 11.36476545 9.84734022 10.73190821 9.61106963 3.56139946 8.79134395 9.98321139 4.51832741 6.86796563 11.33443626 -0.00719580 0.02227800 0.71039000 -0.00180140 0.71237000 0.00000000 -0.01450300 0.61788000 -0.06074800 0.13534000 0.13534000 0.13534000 0.14905000 -0.01014500 -0.01014500 -0.00719580 0.01042400 0.68477000 0.70832000 0.70832000 0.70832000 0.00471900 0.00194180 0.00210570 -0.00846640 0.00000000 -0.00097017 -0.00633310 -0.01450300 -0.00193990 -0.00193990 0.00750000 0.00750000 -0.00761010 0.68143000 0.00875280 -0.06074800 0.13534000 0.000 0.000 0.000 0.000 0.690 0.690 0.000 0.000 0.000 0.650 0.650 0.642 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.000 0.000 0.708 0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.135 0.135 0.000 0.000 0.000 0.000 0.690 0.690 0.000 0.000 0.000 0.650 0.650 0.642 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.000 0.000 0.708 0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.712 0.712 0.000 0.000 0.000 0.000 0.135 0.135 11.5219071 12.0336667 10.7248217 14.2633120 8.5427096 -0.5261611 4.1177865 9.8204450 10.6095218 0.4739427 7.6312782 8.0849561 8.8215527 15.0354131 7.2454206 8.0701209 6.8182268 7.9415365 6.9737766 7.6287495 12.8229359 10.1864582 2.8662552 9.7117387 9.8923162 9.5673488 6.6833849 13.9159027 9.7069516 7.9127229 12.1958805 4.4281290 7.6262157 9.1222889 8.5128503 9.5169585 9.29650192 9.76106632 9.77313921 NA 9.71233595 8.11417595 9.50390860 10.38569764 3.11779476 10.36647402 9.40170917 7.39577232 4.98172481 8.80260619 5.13214084 13.00293464 11.16196286 9.09781277 13.64721793 12.61994292 5.62367961 8.07198357 9.91116306 9.62304324 10.24500797 10.32763056 4.64385619 7.28450303 13.53327565 3.68338206 9.55608027 1.05887061 NA 10.04236240 6.51832583 12.30948821 9.60835759 13.64405185 8.82265941 8.06077104 6.25764996 12.67620809 10.28369934 13.62684976 10.97972785 11.66884192 12.06510285 10.25570065 2.17437446 11.15253133 9.74188827 10.80176445 8.35198205 7.92925841 7.63632228 9.92771619 12.24221892 9.15692569 11.20885246 5.61348156 7.47674620 8.84461853 13.25138018 11.28249321 12.18053513 9.53327561 0.05893985 NA 9.03330819 12.61164284 10.75399723 7.12856768 10.38756858 11.5584074 11.6144415 9.6382096 11.3270458 5.5824566 10.6970278 9.5264992 6.3868213 9.0208255 10.2737349 7.0053124 8.8325825 12.6465064 9.4547848 11.0703539 9.2321544 2.7958500 15.2279966 8.6229289 7.6083576 7.7700216 7.8182268 8.5251402 9.5514145 8.9587540 8.6287492 7.6463585 11.1689420 9.4411575 7.6882503 10.8862364 10.4917836 11.1702468 10.8028865 3.5613995 10.6208180 3.4281290 12.5375428 8.0188956 6.8270784 9.3365686 9.7716900 12.2696665 1.6438562 9.6388381 1.4739427 10.2014263 11.2886698 10.0987267 12.3385043 11.0877207 8.9085595 10.7817012 10.7354385 10.4777301 9.2901149 10.1379339 10.1639291 -0.5261611 7.0849561 NA 9.1321426 10.9600648 8.6274832 -1.5261611 9.3388910 8.0849561 11.7322028 TCGA-A4-A7UZ 71 0 NA 0 kidney stage iii t3a n1 mx 19-3-2015 male 2013 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 NA NA 1 3 4 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7348892 9.9065347 8.4306240 -0.8935177 11.5423743 7.6016193 12.1637585 0.6914448 4.2711492 5.4639951 8.3424579 7.7137742 10.7770999 8.7484954 11.9357700 10.7044961 9.7430682 8.5137114 7.7100701 10.8495950 8.5242961 6.2357271 13.4095108 3.4987615 5.9137990 NA 3.0133372 10.3981899 10.2318571 8.7082145 4.6300035 8.7929442 9.3883736 10.7170071 10.2149681 10.2631587 9.1912520 7.7100701 8.5617710 9.9242267 8.1805850 10.5776108 3.3543675 10.8558941 9.6012993 2.4283836 10.3848931 8.2987367 10.5227133 10.1725328 7.2713510 8.3779068 10.8549929 8.6895263 8.6162187 8.5179547 2.5658652 9.9511493 9.3412611 4.3158995 6.4010638 10.3970385 2.5658652 10.6974984 7.7788689 8.5030485 9.6201712 10.8996405 10.6329429 7.6456022 15.6256959 8.2763687 10.0065557 4.9644264 10.6923451 8.3825678 6.7357997 4.7720651 9.2485507 9.4705783 8.9597531 9.8546365 10.1433041 8.5431552 9.0489582 6.4987615 12.8265810 11.6125032 NA 12.0783464 9.8932034 9.6639073 NA 8.0548110 11.2405490 8.7026333 9.2005213 8.4771309 9.2357266 10.8012368 8.3755703 6.4120498 -0.8935177 8.4418341 6.9073438 -0.8935177 9.6142383 2.2763776 8.4147825 9.6309853 10.3935788 8.6241130 10.9487940 9.9321975 11.7860359 9.2459950 10.5668995 14.3035451 2.9137990 10.6721026 11.0689782 10.7717795 10.8103472 10.1029171 -0.8935177 8.0223229 3.0133372 0.6914448 8.2434349 13.7676650 9.7284954 6.0012618 9.8588243 10.4645453 3.4987615 8.1398665 8.0460228 10.5720101 10.6533381 11.2659334 8.0808580 7.7574954 11.0783464 2.1064488 7.3061164 9.9535010 0.1064823 10.1671396 13.6400775 10.2675755 11.7815186 9.2071059 7.4102241 9.9480080 7.6876444 10.5207959 2.1064488 9.0430814 6.0371801 10.0206493 9.1036230 7.8411529 11.4258335 12.1275971 12.0568173 8.8845207 9.3328558 5.0543449 12.5443257 8.8138027 8.8016718 8.5922728 9.2763687 4.8343623 8.1562919 10.3837311 1.1064153 7.6945961 10.4317490 8.3685383 10.4617948 9.6152289 10.6677316 12.8742143 10.5704788 8.9723624 5.1508358 9.4373605 9.7770999 NA 10.5009063 7.8275428 6.1508379 12.8296779 11.0279127 9.6270623 9.9065347 9.5760854 9.1765646 10.8679243 9.2097314 10.5211289 8.5264038 3.7502956 10.4244214 4.3918433 4.7503010 7.0664455 1.1064153 10.2434348 -0.8935177 9.2084192 6.3300600 4.7211539 -0.8935177 1.1064153 11.7202331 10.5750677 10.5105208 12.2953415 7.7502997 8.1293938 6.6844008 8.8292512 11.4067962 10.2962682 8.6436621 9.8146653 10.7552506 7.5285080 9.6885857 -0.8935177 -0.8935177 10.2188831 7.7466883 9.3304452 8.4573829 9.6819829 12.4835186 9.5912665 3.8613301 11.4353990 13.5244280 10.5917698 NA 0.1064823 -0.8935177 3.6300093 5.4987615 14.0296783 10.6329429 6.8479105 10.9085560 0.6914448 9.2913190 9.2884282 10.2195346 9.0979655 7.3872143 11.3436536 9.7475922 10.7938193 9.7358002 3.1064488 9.2201858 10.0599126 5.3252245 7.4488737 11.7100700 -0.00771510 0.02034300 0.35920000 -0.00705760 1.06410000 -0.00622860 -0.04739500 0.43564000 1.14640000 0.09347500 0.09347500 0.09347500 0.09290000 -0.00771510 -0.00771510 -0.00843850 0.02034300 0.00000000 0.00000000 0.00000000 0.00000000 0.00430210 -0.00360110 0.00819590 0.00402430 0.00138680 -0.01326400 -0.34824000 -0.04739500 -0.06195800 -0.34870000 0.00083195 0.00083195 -0.00664320 0.48045000 0.01153900 -0.05104600 0.09347500 0.000 0.000 0.557 0.000 0.315 0.315 0.000 0.000 0.000 0.480 0.480 0.436 0.436 0.000 0.000 0.000 0.000 0.000 0.000 0.418 0.418 -0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.064 1.064 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.557 0.000 0.315 0.315 0.000 0.000 0.000 0.480 0.480 0.436 0.436 0.000 0.000 0.000 0.000 0.000 0.000 0.418 0.418 -0.233 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.064 1.064 0.000 0.000 0.000 0.000 0.000 0.000 12.5022455 11.6152288 10.1460481 10.8886228 9.0282846 11.9611172 3.0133372 9.8292512 10.5141363 -0.8935177 9.0548108 6.3732306 8.9186209 13.0712357 8.2587285 8.2149679 6.7929438 4.9644264 8.4125055 8.0253068 12.1445052 10.3376648 4.6300035 9.1246437 9.1720617 9.6819829 6.6762999 13.7126175 9.8571506 7.3496174 11.9534970 5.4102258 7.4418337 8.8258324 8.5452356 9.8428456 9.3195479 9.8521179 9.6032973 NA 10.6615121 8.8546365 8.1315833 10.6402600 5.3732306 10.7548012 9.6260799 7.1725325 6.7357997 9.1912520 6.3061164 12.9909004 10.5786268 9.7367107 13.5475723 12.8476999 6.3825687 9.5431552 10.4451800 8.5617710 10.5363734 10.2097314 5.8613301 3.1064488 14.0444151 4.7788709 9.5882432 3.0133372 0.6914448 10.0929968 6.7357997 12.8910785 10.0518874 14.3035451 8.7646550 7.7894384 6.0573788 12.3745470 10.2357267 12.3981899 11.2659334 11.0979655 12.5548181 10.0635457 4.9393347 11.0591849 10.2625266 10.4328731 8.7664395 7.8411529 8.2279774 10.1155724 12.4201770 10.0327396 11.3110117 6.3918450 8.1912522 8.0951285 13.5684825 10.7216134 12.5765941 7.9298111 1.6914002 -0.8935177 9.9464347 12.5848341 11.2323801 7.5740493 10.4039332 11.546015 11.614238 9.743068 10.849595 7.368539 10.735800 11.342159 5.532710 8.808616 11.142425 8.180585 7.813803 12.156792 8.532709 11.012207 10.069340 2.691400 13.997088 9.093153 8.180585 7.902710 8.083723 8.291319 9.904915 8.782401 8.574049 4.532710 8.565875 10.070062 8.238301 11.087654 10.395886 9.980657 11.597796 4.532710 10.193906 4.661031 12.648185 7.771779 6.785923 9.207106 9.428642 12.311473 8.928218 8.432873 2.913799 10.383731 10.792830 10.474950 12.829678 10.271351 8.423856 10.521129 10.627553 10.584708 9.031256 10.186595 10.653338 2.106449 NA 3.354368 10.278871 11.828000 8.979888 4.989084 9.291319 8.384893 11.323190 TCGA-AK-3425 68 0 NA 3343 kidney stage i t1 n0 m0 19-3-2015 male 2000 3343 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907385e-06 5.895554e-07 10.085275527 9.523428265 9.089928166 2.811142174 10.033079219 8.102929451 12.490501389 -0.996253861 0.308360875 5.307574245 9.140783256 5.003791106 10.355835474 8.599981629 12.253942391 9.724036286 9.326846730 7.874156978 2.463230083 10.069208202 9.575544730 6.731712748 14.766796884 0.588708640 5.836681593 -0.996253861 -0.996253861 9.734262180 9.862550111 6.588755105 2.173703117 8.688540568 8.983931592 8.620340809 11.874349435 10.506623858 9.075254505 6.213246173 8.427958507 9.307572879 7.867977984 11.737866546 6.183700878 10.355835474 10.803478433 5.662003212 11.886626124 9.372298533 10.685908796 9.810341717 6.934529475 6.581220169 10.540524943 10.158610193 7.778579192 5.886435527 1.325731791 9.495645201 8.483572352 1.811142174 7.339182825 10.291504449 5.588753607 9.267061236 9.382086833 5.091255534 11.553793232 12.008012527 11.153221656 9.691167722 16.738448757 8.015019128 9.599049570 3.588756604 8.962344843 7.978206500 8.230204455 0.588708640 9.635878431 8.809535993 9.015019407 9.057718045 9.705098578 8.571748094 9.471397621 6.603704968 13.315185615 11.670903610 2.910675106 11.409465403 10.606091932 9.218111286 NA 7.788426665 11.026506636 6.986785214 9.741884397 8.279916497 9.198548912 10.417419958 8.716319103 11.694250617 2.325731791 8.817573376 3.588756604 0.003746139 9.848497755 6.183700878 8.603704968 9.323464198 10.335828568 8.150996745 10.277004879 9.495645201 12.538795207 9.341413856 9.756172665 12.220083198 4.527351889 10.513913299 10.038591054 10.392885587 8.887962643 9.735959414 -0.996253861 1.325731791 -0.996253861 1.003818085 6.511586635 14.269040812 8.947771924 12.062122083 9.335828680 9.644940689 3.463230083 6.080608635 10.167441731 10.448289377 9.915184000 11.409709991 8.383170310 10.129851224 10.979640047 3.527358145 3.647648375 1.811142174 NA 9.842995797 14.422501176 9.077933520 9.169955057 8.918177198 6.471397215 9.041339095 7.798208025 9.383668657 7.577439403 8.799831716 7.122732761 9.977876772 10.506126650 8.793325635 11.097869771 13.241375490 11.795972300 9.999559234 9.609271651 2.205423794 12.601960907 9.505629171 9.839842465 10.077264232 6.588755105 0.003746139 7.807922871 10.848105543 9.679202266 8.935755859 11.467571826 7.817573376 10.434244570 8.372298316 10.432675620 12.540282134 10.687663931 8.766838285 5.992476147 8.825565913 10.108390766 NA 11.000971520 8.225379056 6.581220169 13.085857912 10.694226585 9.085941110 10.978565110 9.009416600 9.378831512 11.131148040 9.684151610 9.542950787 6.981071743 0.588708640 10.959078732 6.963794302 1.325731791 8.583107972 3.251719093 10.705531654 4.731710033 10.845356439 6.560374108 5.112316475 NA 0.003746139 10.512577225 10.753661442 10.687225369 10.491129664 8.548756417 8.751984834 5.910922099 10.373934499 10.985002539 11.031006943 8.943371364 9.849282173 10.408933551 -0.996253861 9.442583814 0.588708640 NA 9.769492580 8.444661270 9.771148894 8.971018398 9.329097577 14.093159771 12.886244047 1.588756604 10.667350197 13.116801619 10.021992247 -0.996253861 4.957988867 NA NA 6.566034244 14.506313111 8.567941629 7.644037237 11.932125374 NA 7.573647945 9.516641225 10.407336710 9.064487880 7.817573376 11.184944315 9.374479409 10.651700130 9.059426937 8.571748094 9.658428049 8.900124444 3.677914102 6.122732761 11.128236490 0.00000000 0.00021741 -0.00263220 0.02202400 0.41863000 0.43210000 -0.01656700 -0.01801600 0.00986690 -0.01697900 -0.01697900 -0.01697900 -0.01697900 0.00000000 0.00000000 0.00000000 -0.46249000 -0.45404000 -0.45404000 -0.45404000 -0.45404000 0.00208050 0.02202400 -0.02000100 -0.02000100 -0.44975000 -0.44878000 -0.44878000 -0.01656700 -0.45565000 -0.45565000 -0.02039300 -0.02039300 -0.00110870 0.01352800 -0.13587000 -0.44620000 -0.01697900 0.000 0.000 0.000 -0.456 0.410 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 -0.275 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 0.000 0.000 0.000 0.000 0.426 0.426 -0.450 -0.046 -0.449 -0.449 0.000 0.000 0.000 0.000 0.000 -0.456 0.410 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.136 -0.136 -0.275 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 0.000 0.000 0.000 0.000 0.426 0.426 -0.450 -0.046 -0.449 -0.449 0.000 0.000 8.080608 11.468083 9.130496 11.721254 8.654844 1.588757 2.003782 9.498648 10.941273 3.325717 9.461173 5.527355 9.037215 15.669128 8.069882 9.117534 6.542951 7.636787 8.669128 7.075255 10.063812 9.631326 6.573647 8.515545 9.309717 10.267061 7.711151 6.173717 11.997438 9.038591 12.718460 4.361347 6.778579 7.618502 8.867978 10.409997 10.243390610 10.260000714 8.153539365 NA 10.556461125 8.261180065 5.957988867 9.908426699 4.361347278 10.650350719 9.560298056 6.916680853 6.731712748 9.962344698 7.531269160 13.075086801 10.891393515 10.046135368 12.590162740 13.105439507 6.334709492 9.316675023 10.195468179 8.892535227 9.284562715 10.177469247 6.222961015 6.676218035 13.335688689 8.298412714 9.158610193 6.633149270 3.758676276 11.143343415 8.450875131 13.308214681 8.235013289 12.220083198 8.812756193 7.391808955 6.456567980 11.118185082 11.538338142 15.949978720 11.409709991 11.596015467 13.467954872 10.209585322 0.003746139 10.965965115 8.385334826 10.786380807 8.548756417 8.793325635 7.279916033 10.035837769 12.334848935 11.021644411 11.757002530 4.588756604 5.446735945 5.647648375 14.755063069 11.269700077 11.983753071 8.006607156 NA -0.996253861 10.271749087 13.128640343 10.469832773 7.203464491 10.828750808 11.845553 11.848106 9.326847 10.069208 7.321205 10.345311 10.268235 5.618503 9.383171 13.988275 7.867978 7.218111 12.536388 8.006607 11.258525 9.750306 1.811142 13.083360 6.145184 6.325721 8.197120 10.037903 8.463224 10.192999 8.042711 8.985830 8.145899 11.595782 9.678867 8.770321 10.535661 10.228999 9.812756 10.639510 2.588757 10.445699 8.473434 12.835184 8.830341 9.067187 8.918177 8.543591 12.218718 5.588754 9.084610 5.133074 10.848106 10.514062 11.061445 13.085858 10.872615 8.552614 9.542951 11.008715 10.549239 6.143342 9.281079 9.236213 1.811142 NA NA 10.339741 11.124914 8.975336 2.325732 7.573648 8.020601 10.052960 TCGA-AK-3426 37 1 885 NA kidney stage iii t3a n1 m0 19-3-2015 male 2004 NA NA 0 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 2 2 3 NA 2 4 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.51201360 9.37004372 9.07354044 3.79966758 9.14135589 8.99189962 13.16824622 NA 4.07714043 3.33399612 9.67045443 8.99967536 10.17470389 8.64385619 12.48374805 8.71152141 10.60613081 7.09650117 4.74904077 10.57513285 10.35531145 8.69322767 14.18801587 NA 6.58553946 NA -0.05829269 10.74500744 10.03311887 8.13644058 4.89587939 8.78088715 9.71647053 10.58147638 12.83346721 9.87611155 9.37839501 7.63517032 11.24117777 9.38359025 6.70986820 12.18292189 6.50392589 9.78560449 10.24546429 5.79966499 12.37670260 9.39598283 11.42499544 10.16447845 7.62467777 6.78717385 10.07546792 9.03352872 7.95011201 7.96127430 0.52666981 9.86575368 8.68146402 4.26361287 8.89733331 9.25115975 4.26361287 10.83574332 6.78717385 5.18961110 7.66919547 9.59542422 10.53133467 9.51438367 14.93535167 7.97235089 8.89442461 5.44947884 10.49002382 7.89588000 8.88419800 2.94258957 7.19434910 9.54438241 9.22245417 10.01314580 9.50010431 8.59452840 8.25456664 6.61410909 12.99382697 11.06548157 -0.05829269 10.61233978 10.42102422 8.74258329 -0.05829269 9.07995538 9.31780896 8.92610204 10.09396839 7.82432681 9.66449102 10.71193441 7.90457923 7.22236118 3.18960320 8.64212319 3.18960320 -0.05829269 9.47695880 5.64212392 9.00102784 9.98539440 9.96127430 8.45541107 11.45615099 9.95360951 11.60179307 9.88932052 9.90096097 11.76206194 5.20847044 11.35751242 10.57149546 9.70986786 10.47647272 9.95709856 4.40111844 1.74901931 2.64212392 0.52666981 8.16809593 14.07438404 5.68315183 5.26361287 10.95849182 11.22071363 5.95291127 7.50010411 10.56967327 9.99560945 10.49194927 11.10400557 10.24717524 10.31073546 10.96647690 4.49627059 1.52666981 7.45343609 2.11159893 10.67766257 14.28135956 8.99696603 10.58192843 9.08123496 7.20377867 10.67130425 8.06838813 10.52216818 4.77457097 8.34042741 7.99967536 10.07245354 8.55270829 7.41335883 10.77615458 12.55558806 11.24888429 10.19848188 10.07289737 3.81155323 12.60335027 8.84556532 8.98607753 9.20846995 7.39289439 3.40111161 7.33828802 10.92182309 5.80264560 6.34392831 10.45590439 8.28153367 10.36899637 7.83346698 9.61675834 12.03724534 10.08315206 8.60698403 6.01849843 9.42952349 10.06256941 -1.05829269 9.98197321 7.91896339 5.38462663 12.58779214 11.60568628 8.33400104 10.83688006 10.87315978 9.00507852 11.31128087 9.28041980 9.90674632 6.13150717 1.94166975 10.81204820 7.13644058 3.15736715 6.69657117 3.02915248 9.46720427 5.38462663 10.72590940 7.74562055 6.47306441 -0.05829269 3.46524314 10.98436890 10.26586407 10.69907354 11.93125542 7.25456664 8.22013306 5.03296038 9.84255039 11.29896056 10.80083003 8.50963963 10.08251326 10.86166410 7.08123522 9.52005622 NA NA 10.02050151 8.22013306 9.42045314 8.87979275 10.59363211 11.76803339 12.05053462 4.26361287 10.95151210 11.51367312 10.27651539 -0.05829269 4.18961110 2.26360536 0.52666981 6.66960367 14.03773974 11.41285063 6.59273508 11.07899489 NA 8.22245441 8.55270829 10.03510109 9.40928910 7.94168325 11.03773974 9.76186251 9.91178939 9.32430748 6.26361099 10.58011938 9.30800562 4.02914364 9.03978133 11.78874084 0.00588220 0.00574310 0.01117300 0.01270700 0.04420100 0.01173000 -0.01197400 -0.01885200 -0.02543200 -0.09092200 -0.09092200 -0.09092200 -0.08155600 0.00000000 0.00000000 0.00588220 0.00074437 -0.28936000 -0.28936000 -0.28259000 0.01117300 0.01983400 0.01270700 -0.28817000 -0.28817000 -0.28912000 -0.28627000 -0.28627000 -0.01197400 0.00782960 0.00782960 -0.28175000 -0.28175000 -0.28960000 -0.00105770 -0.00686860 -0.02543200 -0.09092200 0.000 0.000 0.000 0.000 0.000 0.000 -0.282 -0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 0.000 0.000 0.000 0.000 0.000 -0.288 -0.288 0.000 0.000 -0.289 -0.289 -0.286 -0.286 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.282 -0.290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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8.8709420 11.3088252 9.1788934 7.4133588 8.3210618 10.2920702 11.9692440 11.4064845 11.0693554 3.9416791 8.6070195 6.3425636 14.4160134 9.9367439 12.7479310 7.1116083 1.2636354 0.5266698 9.9942516 12.7242723 10.6487449 6.9132269 9.9487108 11.629059 11.375530 10.606131 10.575133 8.674699 10.454918 14.255204 6.930368 10.034441 12.408190 6.709868 7.530398 11.426753 8.153572 10.962663 10.571040 2.526645 12.282229 9.042688 7.938863 7.419199 10.149308 6.227086 9.420453 7.240891 8.725942 7.055426 11.202603 10.272040 7.952911 11.726114 10.800442 9.923251 10.498668 5.709867 10.571040 5.526645 12.772928 6.409289 6.007772 9.081235 10.357114 12.250449 5.556393 8.615876 5.964052 10.921823 10.409289 10.550862 12.587792 10.557313 9.229396 9.906746 11.191982 10.359536 7.165685 10.153572 10.363748 6.263611 1.263635 3.585539 11.121593 12.846559 7.827380 4.872420 8.222454 7.652490 9.424492 TCGA-AK-3427 65 0 NA 2566 kidney stage i t1a n0 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma 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9.1059604 5.3765300 13.4751455 10.9522778 2.6660294 10.1644311 9.6481159 6.6578143 0.2066432 4.3765266 13.6299164 8.0676903 10.9400426 1.5285213 9.2037831 9.5069561 8.4473949 8.1306735 1.2065807 8.7321243 0.2066432 0.7916057 9.4473949 3.5989249 8.9961370 9.7840323 12.1142453 8.0520936 10.2672994 9.6944436 11.8843650 9.6964514 10.3664748 12.3214845 7.9070433 8.1632990 9.5718323 11.7176148 5.8931049 8.1895973 1.7915641 3.4545313 3.7915641 1.5285213 0.7916057 14.1242086 3.0139624 3.2940619 12.1461827 11.3607887 0.2066432 6.5464531 8.5881464 9.9208490 9.9673234 12.5406449 4.6328673 5.6660351 11.3442351 2.2066120 2.5285213 2.3765404 NA 9.8074456 13.9377634 10.9476491 8.4686982 8.3255447 5.2066042 9.1637055 9.0347401 10.0951565 14.4663100 9.0923000 5.3964267 9.9387879 12.4187958 8.7418788 9.3689948 9.7004590 10.8661535 5.6984574 11.1127425 10.7175604 14.2950191 9.2414024 9.7389595 13.7687863 7.0458077 0.2066432 8.1578880 9.9259923 14.4148371 8.7378290 11.0999050 7.2066032 10.2867548 2.2066120 10.8405069 10.6858785 12.6931871 8.4405827 3.2065963 6.3046352 10.2051939 NA 3.1135005 8.1432414 4.9614891 12.4580859 9.6202314 10.0243866 10.8957279 9.5772910 10.3658441 11.1834933 10.7559069 9.2740377 8.4521564 1.7915641 7.7418788 5.2289726 0.2066432 NA 4.2509995 11.6901674 5.1838835 8.0622820 6.0267824 4.8213122 NA -0.7933568 9.8576551 11.2438072 9.6873937 9.4136178 8.6138712 8.8554643 6.4747005 9.2108240 11.4536409 11.3569854 9.8277396 11.0046702 8.1044488 3.8504594 10.2241078 -0.7933568 1.5285213 9.0473813 7.2564521 10.8670451 7.8895983 9.5035197 10.4856336 12.5375204 0.2066432 9.9336731 11.0481679 9.6032083 -0.7933568 2.2066120 NA 4.2066042 6.1952885 12.9192379 8.1752701 6.3255447 10.5967724 -0.7933568 8.2372707 9.2386493 12.2157323 9.0171750 6.3964284 11.0042650 7.1254672 11.3287844 9.3423127 5.5641556 8.6619306 8.5397586 4.6071409 7.8719391 12.7339583 -0.7982800 -0.0138590 0.0038854 -0.0017216 0.6840700 -0.0279450 -0.0336770 0.0042821 0.0307320 -0.0806740 -0.0806740 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8.0676903 NA 10.7797773 11.7095123 12.5043795 10.4160569 5.6328673 10.6629579 7.8860837 13.4540089 2.5285213 7.0203844 10.8900368 2.7915641 9.6276163 6.5375197 8.3358865 9.8259064 1.5285213 8.2509976 7.5553315 10.6655227 8.5442253 2.2066120 10.8291129 8.1014211 7.0075039 7.0520931 10.5335947 6.3563498 13.0675934 12.2152072 9.5069561 12.9820080 14.7124150 5.3563516 10.1666054 9.1328994 4.3358834 9.5475663 9.4025909 5.2726914 3.3765266 12.0400866 8.3203457 6.8139338 3.5285338 0.7916057 10.8935417 5.9747886 10.9706457 7.6032079 12.3214845 8.9208489 9.5652546 4.5567482 6.3865127 8.1432414 11.9963409 12.5406449 7.3964284 14.6029741 8.0203844 1.2065807 8.8878417 7.6944436 7.9208489 9.3939556 8.7418788 8.4989250 9.1164965 13.6728712 7.5946210 11.8858636 5.5464531 6.5285323 6.5375197 15.7127809 11.8939792 10.9920560 5.1607992 NA 0.7916057 9.3410297 12.1006633 8.7799097 7.6742092 10.8926662 10.8838826 11.4527503 9.0645843 11.8116199 2.0139624 8.2591717 5.1607992 3.6660407 8.8790287 10.6408303 5.9070421 4.9345259 12.4079571 9.0968677 10.9434281 8.2993605 4.4920070 13.9105611 4.1202109 6.6742092 7.3343913 7.7024588 10.8830014 9.3112022 9.2331269 8.3865127 3.2940619 8.1254667 8.1432414 4.5641525 11.9264201 9.3964280 9.6181144 9.7611923 0.7916057 8.6328684 0.7916057 10.9519081 9.7370098 9.2740377 8.3255447 8.1609162 12.1353069 -0.7933568 10.1810180 7.7223034 9.9259923 10.8143961 10.7688459 12.4580859 13.7932087 7.4827281 9.2740377 9.4221365 11.3743321 5.8213122 9.7859194 9.8728275 1.5285213 9.4634020 -0.7933568 8.4473949 11.1334258 7.4402230 1.2065807 8.2372707 8.0363264 9.2234117 TCGA-AK-3428 62 0 NA 2223 kidney stage iii t3b n0 m0 19-3-2015 male 2004 2223 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.814118 8.717225 11.841906 8.943385 9.616575 8.434371 0.486045 9.798887 8.581401 6.306184 10.992312 NA 6.903857 0.486045 NA 9.615287 9.404867 6.463284 -0.513955 8.254188 9.118999 9.858869 9.897515 10.587980 9.730368 5.158430 5.825854 10.229155 5.878321 9.863214 7.280420 10.511836 11.068616 2.655924 10.310167 9.745747 9.640822 10.920632 7.552093 5.416742 10.638289 8.941331 6.733932 6.129860 NA 8.422642 7.416741 NA 5.508372 8.549399 2.070973 9.731557 11.523894 4.240894 11.510787 11.737191 11.057757 10.841906 16.564082 8.573467 10.068146 2.945439 8.025163 7.474688 6.115360 NA 7.129860 9.046337 9.034826 9.668398 7.834732 8.488819 8.431448 6.743392 12.765324 10.825854 NA 11.197241 10.775308 9.163724 NA 2.070973 12.193795 6.085917 8.220714 9.113538 6.685677 10.533810 9.050153 11.329690 1.070939 8.434371 1.485993 NA 10.270639 5.070965 7.093334 9.476108 10.425583 8.750447 8.032899 8.979860 12.041873 9.317311 9.994789 11.847948 NA 10.474689 10.504204 9.970827 5.594528 9.069087 -0.513955 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8.832518 9.254188 14.216633 14.214350 3.807932 11.093334 13.188718 10.213074 2.945439 3.573471 NA NA 7.032899 14.791246 7.374747 8.710006 11.136607 NA 7.578761 8.933087 9.395897 9.235874 6.604945 11.109428 9.072844 10.647766 9.844655 6.655929 10.628749 8.359448 3.293356 6.368648 10.206248 -0.00013862 0.00166420 0.00986690 0.00416320 -0.00124730 0.00174120 -0.00954260 -0.01271300 -0.01546600 -0.39897000 -0.39897000 -0.39897000 0.74822000 -0.01623800 -0.00013862 -0.00013862 0.00166420 -0.67784000 -0.67784000 0.00986690 0.00986690 0.01195800 0.00416320 0.00583090 0.00583090 0.00174120 -0.00388480 -0.00388480 -0.00954260 -0.00207840 -0.00207840 0.00430210 0.00430210 0.00013863 -0.01050800 0.00527490 -0.01546600 -0.39897000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.299 0.698 0.000 0.000 0.000 0.000 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10.202823 9.552093 8.854511 9.345539 9.508372 7.878321 10.086846 12.634639 9.736302 11.818877 -0.513955 4.655930 6.508372 15.648939 11.315330 12.428885 4.878323 0.486045 NA 11.213499 13.199498 11.000225 7.552093 10.965279 11.501419 12.552598 9.616575 9.798887 5.129860 11.797469 11.933346 6.508372 9.535853 13.774942 5.878321 7.568153 13.161738 8.244227 11.719324 9.937215 NA 14.395522 4.184780 5.186445 8.640822 9.690575 9.098872 10.089630 8.005640 8.816921 4.878323 11.701537 10.303787 10.294164 10.303787 10.222406 10.894334 10.680761 6.903857 10.069087 8.541286 12.369369 9.663424 8.787500 8.823626 7.529961 12.682452 3.945439 9.137056 2.807932 11.162402 10.535172 11.391391 13.710006 11.403376 9.441654 9.855601 10.583378 11.288924 4.733929 9.237548 9.146000 2.485993 5.129860 NA 11.671809 10.982423 9.409332 4.486006 7.578761 7.573467 10.362521 TCGA-AK-3429 54 0 NA 2017 kidney stage ii t2 n0 m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 NA NA 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.935946e-07 3.121176e-07 9.75966103 10.55376895 7.01010510 NA 9.57868988 4.79104304 12.46809938 NA -0.63957953 6.02724696 9.08295587 5.57772187 9.91737924 8.33547790 12.46233437 10.41522997 9.85314438 7.72856000 3.84592154 9.77665411 8.26256376 4.12602297 11.38618325 NA 6.01584097 NA NA 9.46482671 10.00578818 6.76648253 2.36047665 8.37841191 9.43837374 9.28648938 11.11236874 10.52136988 8.93034557 6.17811306 8.55228945 9.59889479 6.47318945 10.93224259 3.94544852 10.18894385 10.12004538 1.03857665 10.62164468 8.71275431 10.33260814 10.89537647 7.23823466 3.49799550 10.20598002 9.36611454 7.75623806 4.24801863 NA 9.03997018 7.95742538 -0.96156382 6.02724696 9.16784487 1.36047665 9.86669830 8.93489417 3.20848605 10.26917683 13.69905924 11.23915402 9.33088350 16.03911212 7.98984633 10.22776875 4.59315056 9.03008360 8.05537030 4.71098822 2.36047665 7.93942877 8.68602037 9.35823404 9.34234273 8.33318264 8.19337997 8.88561920 6.55426191 13.07043535 11.27577183 1.62353915 11.33232092 10.55912161 7.31002468 NA 2.36047665 11.62891500 8.19843325 9.54039911 8.24557600 9.02724668 10.76860739 9.04137688 12.14865853 2.49799550 8.56994331 NA NA 9.82156003 4.39611153 9.11136445 9.17811331 10.32165024 8.71275431 9.82809554 9.61599077 11.78612131 9.16913255 10.07542232 12.94929829 -0.96156382 9.72130190 9.52941279 10.19654029 7.40488439 9.48667818 NA 1.03857665 NA NA 7.88405205 13.90366684 9.43409608 13.67422332 10.04978907 9.84832999 4.08295800 6.53840779 11.82891040 9.85953851 9.45324717 11.82025764 7.64218819 8.06092988 11.26256353 -0.96156382 3.62352745 1.03857665 NA 9.00001155 13.69308603 9.39611388 9.46692215 8.86352068 7.22838678 9.57286485 8.41577261 9.14960615 13.82631143 9.54139364 11.22064580 9.92086106 9.99493803 8.55228945 10.94206719 12.19132206 12.12253975 8.87303278 9.47926492 3.92315869 12.26647862 9.38396711 10.22157685 9.11804664 10.61220909 4.20848605 7.97519968 11.00073490 11.68901233 9.33845673 11.98290793 7.86192932 10.88796698 5.94545320 9.59602553 11.64496709 9.98473716 7.39135531 6.36947870 6.60080495 10.15295494 NA 9.42334559 8.25288111 5.99275710 12.89527920 10.18322013 9.37171719 10.70478587 8.86511029 8.64958672 10.78581502 9.37283525 9.01584180 8.45218975 -0.96156382 10.67609239 5.34234140 1.03857665 5.20848605 3.89654312 10.71142917 5.92120542 9.26376942 5.48150562 3.12603123 NA NA 10.54586096 10.36105344 10.81951164 10.21036414 9.35257868 8.41349254 6.65430234 11.19337997 10.70744688 11.16171332 8.66973901 9.77072930 11.17170410 0.03857665 8.16784512 NA NA 9.86352068 8.00722859 9.59889479 8.18830893 9.69498672 12.56933396 13.84072480 NA 11.42010481 13.25939362 9.72855983 0.03857665 4.28648938 2.03857665 NA 5.90892576 14.62792043 8.96040282 7.12071066 11.15555553 NA 7.30065640 9.13042024 10.42442425 9.39391295 6.96929902 11.35936243 8.56212372 11.14937141 9.81499495 6.56994369 9.33776995 7.95742538 4.16949213 7.39883859 11.01046461 -0.0056757 0.4101100 0.0058997 0.4592200 0.4592600 -0.0077482 -0.0055375 -0.0071405 0.0043021 0.3695300 0.3695300 0.3695300 -0.1744900 -0.0149160 -0.0149160 -0.0056757 0.4101100 -0.4725800 -0.4725800 -0.4598200 -0.4598200 0.0087528 0.4592200 -0.0042929 -0.0042929 -0.0077482 0.4437600 0.4437600 -0.0269800 -0.0079860 -0.0079860 0.0000000 0.0000000 -0.4734200 0.0015255 -0.0078863 0.0043021 0.3695300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.429 0.429 0.468 0.000 0.410 0.410 -0.460 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.459 0.459 0.000 0.000 0.444 0.444 0.370 0.195 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.429 0.429 0.468 0.000 0.410 0.410 -0.460 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.459 0.459 0.000 0.000 0.444 0.444 0.370 0.195 4.9692979 10.5163201 9.1587998 11.9609604 9.1626831 NA -0.9615638 9.1717040 10.8640772 1.0385767 9.2697831 8.3514450 8.7934495 13.1821045 8.1832200 8.3582340 5.8587419 7.9692990 8.8698692 7.6606135 8.0101057 9.8240144 8.1470863 9.6551106 9.9011760 10.9510770 5.6824188 11.1844940 11.4308793 9.6815160 12.3026863 4.3239609 7.0719846 7.8034337 4.6824160 10.6112621 8.92578258 10.12204122 8.38285786 NA 9.07473555 8.40269660 5.84591652 9.56603881 4.53041414 9.66609580 9.53341754 6.27696744 7.53840779 9.93262166 6.99856335 13.19171804 10.92882613 10.14969759 13.07284501 12.70367569 6.47318945 8.72681215 9.37506855 8.36499126 9.17939162 9.19590883 7.06646812 3.68241599 13.25060222 8.49388907 10.03079209 4.36049070 3.89654312 10.80177423 7.86511029 13.21940345 7.40050548 12.94929829 8.38507550 6.89031049 5.59988904 8.38063639 9.82564827 15.76166283 11.82025764 10.40597662 13.50227782 9.94545247 2.03857665 10.76988089 9.72331042 10.46010076 8.92273246 8.55228945 8.14969734 9.77496376 12.50157529 11.43061093 11.47005951 1.03857665 5.83297860 4.79344855 14.20051647 11.65027832 11.97372692 7.53840779 0.03857665 0.03857665 10.70034001 12.93432649 10.70962520 7.61976220 10.59171120 11.20973871 11.97501578 9.85314438 9.77665411 7.58545609 10.36048993 11.37115795 5.34234140 9.27457617 14.24936942 6.47318945 7.85554564 12.50731065 9.66882898 11.38756659 9.26014895 3.03855909 13.95079632 6.22957254 6.32396446 8.74869670 9.90274803 8.64033280 9.88091215 7.42657926 8.75966119 5.01584097 11.56481656 9.51530817 8.97814099 10.64126070 10.38119218 8.99711454 10.31119167 4.68241599 10.52941279 7.59698283 12.13920451 8.54437333 7.04978866 8.86352068 9.03049472 12.27771285 5.12602297 8.94244384 2.84591151 11.00073490 10.19148048 11.09553819 12.89527920 11.39666359 7.95145142 9.01584180 11.08875068 10.28130727 5.28648938 9.83460157 8.73030539 1.36047665 3.03855909 0.03857665 10.10868283 11.82657868 8.30065686 4.96929787 7.30065640 8.09655335 9.42010486 TCGA-AK-3430 61 1 480 480 kidney stage iii t3b n1 m0 19-3-2015 male 2004 NA NA 0 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 NA NA 3 NA NA NA 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.17302000 0.03961900 -0.00843850 0.40177000 0.39562000 -0.00097017 -0.02080800 -0.01202400 -0.00954260 0.01663900 0.01663900 0.01663900 0.04315700 0.17302000 0.17302000 0.17302000 0.03961900 -0.47881000 -0.47881000 -0.47881000 -0.47881000 0.40486000 0.40177000 -0.46865000 -0.48690000 -0.02265400 0.00000000 0.00000000 -0.47258000 -0.00731110 -0.00731110 -0.01243800 -0.01243800 -0.51788000 0.00903120 -0.44803000 -0.00954260 0.01663900 0.000 0.000 0.000 0.000 0.403 0.403 0.000 -0.466 0.404 0.000 0.000 0.000 0.000 -0.448 -0.448 0.000 0.000 0.173 0.173 0.000 0.000 -0.465 0.000 0.469 0.000 -0.479 0.000 0.405 0.405 0.402 0.402 -0.469 -0.469 0.396 0.396 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.403 0.403 0.000 -0.466 0.404 0.000 0.000 0.000 0.000 -0.448 -0.448 0.000 0.000 0.173 0.173 0.000 0.000 -0.465 0.000 0.469 0.000 -0.479 0.000 0.405 0.405 0.402 0.402 -0.469 -0.469 0.396 0.396 0.000 0.000 0.000 0.000 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-AK-3431 62 0 NA 1853 kidney stage ii t2 nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.8935306 NA 5.8255236 1.1672937 NA 9.7820224 9.6957666 6.2862528 3.3372401 8.3961312 9.2253041 8.6770875 10.7156527 10.9425112 10.3552830 6.0128033 1.9746761 9.9020222 6.6019401 9.2797519 7.2441278 10.0987888 11.2881983 2.1673258 10.7861568 10.0073036 9.8075575 10.6071434 7.3669848 4.5596325 10.5813634 8.8057484 7.1896803 8.3347305 NA 9.3669848 7.9649738 NA 5.3170580 8.9188567 3.0741971 9.2103397 11.4302882 8.2627094 10.6990204 11.5806760 11.5759076 11.0088768 15.5472323 8.8538129 9.7494545 3.7522776 8.8361975 7.4104861 9.6601671 2.2866742 7.8815582 8.7754193 9.2953068 9.5777638 9.2239503 8.1757411 7.9486721 6.7820219 13.0735455 10.7536832 NA 11.7466284 10.5410205 8.9003277 NA 4.9221978 10.9866933 7.0980500 9.6859657 8.3322192 8.8625407 11.0194518 9.2441281 9.5612070 1.9746761 8.0468959 1.4892346 NA 10.1381374 5.8111679 8.7635022 9.3583716 10.5856922 8.8467926 8.9778841 9.2360908 11.4502503 9.6257191 9.9494917 11.8147709 4.8677532 10.5300783 9.9706364 10.0891534 5.0252946 9.8781190 NA 5.5071635 1.1672937 0.1673579 7.2280086 14.1244599 5.5596295 9.8192610 8.8021234 9.6751070 3.4892346 5.1896823 11.2904639 10.6536448 9.2507918 11.7347933 8.7333665 8.1068916 10.8858454 7.4937418 7.0980500 1.7522776 NA 8.8607996 14.1223720 9.1616660 8.5681918 9.8138711 7.6591653 9.2007356 7.8255243 9.8035837 9.7635022 9.5692587 7.2653450 10.5260406 10.0545331 9.4619333 11.1616659 12.2534487 10.8494293 9.3973330 9.2307076 4.5596325 11.6629177 9.2574249 10.2959513 9.1588343 6.7295555 4.0252946 8.2836565 11.9466215 12.2001606 8.0755251 11.7725605 8.7709387 11.1410099 8.2991695 10.0468958 11.5914788 10.0906400 8.3409396 5.3170580 6.7295555 10.5814691 NA 10.6112920 9.9280324 7.1785394 13.1567957 9.4009321 8.3694364 11.4229312 8.9205291 9.9922712 10.7974431 8.9054048 9.9649740 7.2914341 3.4892346 11.4261729 8.2965955 4.0252946 0.7522348 4.1673098 10.5176992 6.6102556 10.7875323 6.4152398 3.2547754 NA -0.8326421 10.6938117 10.4128652 10.7295549 10.3010969 8.0802020 8.2879132 5.2127989 11.2511242 10.7574317 11.7776453 8.9906798 10.2367623 11.0980499 0.7522348 7.9388021 NA NA 9.8138711 9.1302084 9.2007356 8.9305248 9.4164260 13.8666138 14.7180292 1.1672937 12.2362587 12.9317695 10.2117065 0.7522348 4.6267428 0.1673579 NA 6.7522749 14.8124080 7.5893770 8.1503063 12.5584218 NA 7.6986943 9.2294800 9.6185235 9.6081816 7.3017385 11.2110233 8.9155054 10.7343178 9.6369543 8.7709387 10.6651644 8.6571605 4.4852658 6.3571367 10.5188039 -0.00013862 0.00291330 0.00555290 0.00305220 0.00152550 -0.00138580 -0.04319500 -0.00373950 0.00083195 -0.01803500 -0.02726100 -0.02726100 -0.02726100 -0.00013862 -0.00013862 -0.00013862 0.00291330 -0.45018000 -0.45018000 -0.45018000 -0.45018000 0.00624810 0.00305220 0.00319100 0.00319100 -0.00138580 0.00260670 0.00260670 -0.04319500 0.00000000 0.00000000 0.00027728 0.00027728 -0.44919000 -0.03176800 0.00861350 0.00083195 -0.01803500 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.45 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.45 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 7.7783374 11.7369308 9.0831918 12.4063142 9.3347307 1.1672937 1.4892346 9.2467974 11.1719614 2.3372258 8.5617752 6.8607990 9.6711382 11.5218374 6.8467929 6.8677519 6.4152398 7.7635025 7.2494615 7.7064712 10.1503061 9.1445925 3.0741971 8.9568460 10.0921250 11.0790790 8.5596299 2.7522776 11.7850095 9.2320554 12.2779491 0.1673579 6.5681918 7.3620692 8.1388559 11.0461298 10.8837033 10.4211600 8.1785399 -0.8326421 10.8716485 8.1503063 7.2334021 10.2360908 4.0742057 10.3731057 8.5138263 5.8397379 6.7447410 10.8625408 8.5401776 13.5590260 10.8952329 10.7998533 13.3409896 13.1863819 7.3571367 9.5104981 10.0824449 7.4009324 9.7792594 9.0438295 9.1171392 7.5248645 13.6969260 10.2280084 8.8503072 6.5336350 5.0742014 10.5941014 9.6216118 13.4604248 8.2089717 11.8147709 8.6651643 6.9155054 7.2176505 9.8353110 11.2130721 15.1990137 11.7347933 11.6521354 13.9174961 10.3626847 0.1673579 10.0973106 10.3943267 9.7578995 9.0190616 9.4619333 7.8467923 10.0628878 13.2128162 9.8901200 12.0059255 4.4527140 5.5071635 5.2758377 14.7108214 10.9637578 12.2422902 6.5596295 -0.8326421 0.1673579 10.5585561 12.9629463 10.8480940 8.0590962 11.1952185 11.5862192 12.8151082 10.3682111 10.1481661 6.5510161 11.0100556 10.2673177 7.7783374 10.1531544 13.4842501 6.6019401 8.2360908 13.6488559 8.3297040 12.0011909 10.1323752 1.7522776 14.3484259 4.0435807 5.2965969 9.2364534 10.3997334 9.1098270 10.3391148 8.5071623 8.7333665 5.6267428 10.9543988 10.3596053 9.7180593 10.6328789 10.2307076 9.3347307 10.9966388 5.7219003 10.0726995 8.7801811 12.7228590 9.7792594 7.3571367 9.8138711 8.7017320 12.9133019 3.3372401 8.8555628 5.2334011 11.9466215 10.5692586 11.5369098 13.1567957 11.2447959 9.1827276 9.9649740 11.0936085 11.2673506 5.6102571 9.9321840 9.4835939 3.4892346 -0.8326421 NA 9.7122770 10.8294512 9.2901405 4.4892411 7.6986943 8.0283995 9.6879311 TCGA-AK-3433 48 0 NA 2192 kidney stage ii t2 n0 m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8658545 11.6911174 5.6900036 NA 7.0780750 8.8233937 10.1216441 NA -0.3512585 6.9795109 7.7930980 5.6900036 10.7785148 7.6765841 10.6297652 6.7764199 10.2426974 7.8539807 8.0471223 10.4175891 9.6698267 5.5789719 6.0780761 NA -0.6499554 NA NA 9.7584844 10.3452152 7.7467595 1.3501577 9.8619073 9.1798775 9.5024394 9.0763728 9.9500675 8.4612903 4.5596081 1.9351203 9.9114426 7.1830448 8.5909459 -0.6499554 9.4455517 9.5873646 NA 9.2065802 7.2985218 9.8549737 10.5043398 8.2779327 6.1830438 11.2430845 8.6900046 8.5275744 5.1315154 -0.6499554 9.5693232 8.1117059 NA 2.8095791 10.3238520 2.5200702 9.2926693 6.8339704 3.5980793 10.2384565 7.8054821 9.6493627 8.1703337 13.5409053 8.3863281 8.5200796 5.2570446 9.6777073 8.8599298 3.8095894 3.8128576 2.3501577 9.5387436 9.2343253 9.4960868 9.5717418 8.8873730 9.5608259 6.3835782 13.8614131 10.1486264 NA 11.3413222 8.9619355 10.3224165 NA 2.5200702 12.2243676 8.8034253 11.7052304 8.6562164 5.2327989 10.9190608 9.3849536 5.1575086 -0.6499554 10.4382804 1.3501577 4.8095842 11.2426975 2.8095791 8.8951190 11.3112425 12.6890303 8.4081463 9.5992681 9.6573554 12.2444874 9.5522785 10.0453829 13.5937749 3.9940094 11.8062215 11.8349775 9.7795615 5.6720830 11.6066582 NA 4.2081348 3.9351203 -0.6499554 -0.6499554 14.0104292 1.3501577 0.3501577 10.4013636 9.6516509 2.3501577 7.1117064 9.4508170 11.3068938 11.6320847 11.4335908 6.7424725 6.3159393 10.6771458 0.3501577 5.5980823 3.3501577 -0.6499554 11.7322382 13.7107960 10.8917353 9.6459235 9.4820117 3.5980793 10.1972120 6.7164765 8.6776622 5.8420083 7.4794375 7.6262792 10.0275749 12.1854156 8.7722195 10.1663384 9.6821912 10.0678311 7.8619070 9.5681123 6.9240286 12.8992173 9.8931865 11.1687369 11.6913955 0.9350825 NA 9.2660341 10.4216171 14.3354932 8.2161662 9.8609189 9.7858250 11.3962555 1.3501577 11.1257649 10.8460096 10.7010938 8.6719475 1.6720632 3.0505888 10.8893134 NA 2.3501577 9.8834844 6.7847827 12.5776202 9.5313070 8.6216178 9.1846257 10.4554084 11.3965966 11.1195669 9.4781489 10.7853040 7.5980823 2.1574965 9.2003415 6.1315133 -0.6499554 0.9350825 7.9463443 12.8935490 5.0225809 7.8054821 11.0771987 5.5596081 0.3501577 NA 11.5580841 10.7515675 10.8284186 11.1237060 8.7595457 9.8717257 5.6597676 9.0763728 10.5855705 11.7980128 8.7743209 10.4094991 7.4376173 -0.6499554 8.6286041 0.3501577 NA 9.2525297 8.7951695 9.7327786 8.6145972 9.4000031 9.8999393 13.7586171 0.3501577 7.7510338 8.2808918 9.4162438 NA 2.6720858 NA NA 8.0154903 14.6504715 5.8737172 7.9123972 11.5747593 2.1574965 8.8854301 9.1387914 10.2712517 10.2442144 7.9463443 11.9297063 10.1510546 10.2889992 9.4781489 8.4638966 10.4540980 9.2065802 5.3501542 8.2431830 9.7110016 -0.48229 -0.44900 -0.47342 -0.55695 0.70326 0.69316 -0.52113 -0.54528 0.55407 0.00000 0.00000 0.00000 0.00000 -0.56614 -0.48859 -0.51523 -0.44900 -0.47342 -0.47342 -0.47342 -0.47342 0.75987 -0.50818 -0.46849 -0.49523 0.69316 0.64121 0.64121 -0.51239 0.67141 0.67141 -0.48879 -0.48879 0.68473 0.60395 0.69167 0.55407 0.00000 -0.521 -0.521 0.671 0.671 0.685 0.685 -0.489 0.685 0.621 0.585 0.585 -0.545 -0.545 0.664 0.664 0.554 0.554 -0.489 -0.489 0.605 0.605 -0.525 0.548 -0.449 -0.449 -0.473 -0.473 0.732 0.732 -0.508 -0.508 -0.468 -0.468 0.703 0.703 0.693 0.693 0.641 0.641 0.000 0.000 -0.521 -0.521 0.671 0.671 0.685 0.685 -0.489 0.685 0.621 0.585 0.585 -0.545 -0.545 0.664 0.664 0.554 0.554 -0.489 -0.489 0.605 0.605 -0.525 0.548 -0.449 -0.449 -0.473 -0.473 0.732 0.732 -0.508 -0.508 -0.468 -0.468 0.703 0.703 0.693 0.693 0.641 0.641 0.000 0.000 6.2081348 12.4901855 9.6355569 8.0983474 9.6028200 0.3501577 0.9350825 9.9611795 9.5498270 -0.6499554 6.5789734 9.3918139 11.1433515 13.1825502 4.3945484 5.6539342 8.6539353 9.4054370 4.7077070 10.4000032 4.6355571 9.0083662 -0.6499554 11.0119328 12.4821723 11.6087207 10.0436416 -0.6499554 9.9804218 7.6584936 12.8788419 0.9350825 5.8095868 7.3501542 NA 10.5075016 9.015491 8.772220 7.410851 NA 9.355779 9.673209 10.012823 10.519453 2.935120 9.773271 8.564474 6.338840 4.598079 9.714289 6.105043 13.001543 12.867209 9.548600 12.693202 13.105251 6.793099 7.685545 9.453442 5.979511 9.496087 10.247244 10.243456 11.760341 11.669262 9.996713 8.040153 1.672063 2.520070 8.383578 8.380822 11.595113 9.429639 13.593775 8.877632 10.333148 5.597701 11.619574 9.038405 14.757356 11.433591 8.074669 12.586318 10.091622 NA 10.109211 10.254037 10.889798 10.319541 8.772220 7.394548 9.228206 13.050594 8.725194 12.291386 4.105041 6.801366 8.821830 14.060477 11.518200 12.085499 3.050589 NA NA 10.553503 11.596598 11.286771 5.578972 11.706882 12.0804125 13.2665940 10.2426974 10.4175891 4.6720802 11.8532350 7.7930980 4.1050411 9.7153834 12.2719231 7.1830448 3.8737148 11.8072585 9.3863283 12.3090698 11.1905392 3.5200828 12.2183985 5.4378303 4.8737148 7.3078948 8.0949887 11.1542857 10.8854300 9.9922063 9.7743209 5.3501542 9.3501547 8.8054817 7.2019034 10.8653616 10.1575095 10.2426974 10.9772325 3.3501577 7.5596081 0.3501577 13.6214747 10.2127919 9.2065802 9.4820117 9.2062689 14.6024875 1.6720632 9.6098979 9.9426117 10.4216171 10.6390207 9.5632588 12.5776202 13.2791356 10.8599296 10.7853040 9.0865566 11.9008533 6.5693225 10.2327977 9.3725225 1.3501577 8.6309252 -0.6499554 8.9722064 7.2852015 10.8697909 0.9350825 8.8854301 8.9332374 9.8559662 TCGA-AK-3434 72 0 NA 2087 kidney stage i t1b nx m0 19-3-2015 male 2004 2087 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.0488905 10.1590395 7.9187428 8.1823377 10.3821436 9.0396423 7.8392454 5.8463353 2.3438342 9.0099596 7.6536892 1.4958486 5.8032658 8.6230577 2.6333382 10.6225418 9.0942619 6.2613728 11.4824502 10.0664520 11.0283880 11.1193530 15.8634431 8.5896508 10.3544400 4.7284974 8.7169408 7.7886192 6.5137592 2.4958486 9.2560582 9.2278352 9.0052164 9.8551475 8.4569975 8.3388161 8.2719410 6.5226380 13.3333864 10.8141541 NA 11.0607489 10.4861512 7.5917617 NA 3.1739109 11.9054404 8.1251939 8.9536284 8.8463344 8.5314610 10.4913218 8.4453721 11.7213050 1.9812682 8.5597717 0.7589001 NA 9.5726529 6.9876904 8.6496428 9.3425812 10.1837378 8.2771972 8.9120013 9.1739092 11.2883706 9.7840112 9.9404381 12.4555495 2.4958486 10.8160647 10.1331867 10.2052658 8.6001738 9.2073321 NA 4.6657623 2.3438342 NA 8.4890588 14.1847869 5.3438342 12.4455181 8.8195676 10.1002052 3.2613653 6.5402319 11.0032355 10.3531962 9.7475564 11.4271096 8.7977906 6.8392454 10.8730478 5.9552686 5.5662276 0.1738950 NA 8.9069246 13.9314034 10.1802353 10.1640131 9.1208154 7.2183036 9.8586579 8.3160163 10.7148848 10.7714962 9.9828734 6.5226380 9.8302715 10.1396934 8.5003388 11.4081279 12.4176782 11.2056104 9.1823377 9.2915522 2.6398804 11.9470484 8.7941289 10.1200844 9.6597385 10.0473533 NA 7.8673961 11.7626238 9.4532064 8.9342134 11.2679869 8.9153763 10.5137592 8.4822481 9.7996180 11.5140375 9.9069246 8.1662811 5.2824324 6.8881551 10.3128209 -0.8259772 10.1068620 9.3575445 6.3833622 13.0097622 10.0815509 9.4003215 11.1251939 9.7959611 9.7588716 10.8054864 9.1682627 9.8560260 7.6168524 0.1738950 11.1515469 7.1339108 4.2183007 8.1739089 4.7284974 10.2244380 7.5747888 9.4947098 6.4867916 3.7588681 NA NA 10.5996496 10.2791630 10.8855761 10.8245122 7.4170829 7.2092028 5.6612679 10.9609955 10.9157975 11.2553926 8.8392451 10.4057303 10.6225418 0.7589001 7.9321326 -0.8259772 NA 9.8630335 9.4604670 9.0912812 8.2018152 10.0534925 12.3081750 15.0641735 -0.8259772 11.6602414 11.1396934 9.8276499 NA 4.1739109 NA NA 6.5832994 14.9106282 8.6697642 7.6455842 11.8062228 NA 7.8105337 8.7364760 9.8059956 9.5672996 6.9683247 11.1156904 9.3350410 10.4395242 9.6496426 7.9519864 10.7489756 8.7323299 4.3833656 7.1780732 10.4365913 0.0011093 0.0044411 0.2812100 0.0339720 0.0019418 0.2824800 -0.0100940 -0.0136770 -0.0182160 -0.0563070 -0.0563070 -0.0563070 -0.0586720 0.0011093 0.0011093 0.0011093 0.0044411 -0.6242700 -0.6242700 -0.6242700 -0.6242700 0.0118180 0.0339720 -0.6135500 -0.6135500 -0.6315000 -0.0153290 -0.0153290 -0.0100940 0.0000000 -0.0015243 0.0060933 0.0060933 0.0066568 -0.0305400 0.0109820 -0.0182160 -0.0563070 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.343 0.281 0.000 0.000 0.000 0.000 -0.614 -0.614 0.000 0.000 -0.349 0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.343 0.281 0.000 0.000 0.000 0.000 -0.614 -0.614 0.000 0.000 -0.349 0.282 0.000 0.000 0.000 0.000 6.0442739 11.3350411 9.1710887 13.5259526 9.4879258 NA 0.7589001 9.3894423 11.1893242 NA 8.7342419 3.6974736 9.3918669 12.0396425 7.6333411 7.2291918 6.8177652 6.8673961 7.5137592 7.6935455 11.9045916 9.7904580 3.8743445 8.6974712 9.9262898 10.7761441 7.4685296 12.4516325 11.1682626 8.0473535 12.1887927 3.1739109 6.2824342 7.9908930 8.1851366 10.4465390 9.523743 10.080048 7.891586 0.173895 11.353818 8.368666 3.697474 10.074021 3.981268 9.750393 8.953628 6.162595 7.842794 10.103168 7.705291 12.802583 11.501462 9.846335 12.914955 13.004919 6.583299 8.794129 9.742815 3.633338 9.815961 9.458155 8.661749 5.128104 13.286430 9.902680 9.602269 5.151189 3.697474 9.841021 8.242687 12.924407 9.656717 12.455549 8.922102 6.743765 7.043102 9.822267 9.820468 15.188191 11.427110 11.240335 13.416711 10.223758 NA 11.525401 9.471972 10.171794 8.768234 8.500339 7.716941 10.020183 12.515984 10.322386 11.946636 1.495849 5.888154 6.431297 14.462518 10.685168 12.298192 5.915375 NA 0.173895 9.431297 12.574388 10.832991 7.168263 10.693054 11.2827603 12.3227035 10.5500346 10.3550614 7.0131127 11.9974755 10.7323299 6.4218359 9.8105339 13.5076236 6.1851371 8.6147783 12.4457938 8.2928503 11.5795825 10.4523586 2.4958486 13.3077738 5.9674153 5.9420945 8.7816463 9.9908928 8.5070644 10.6945278 8.8809922 8.5213535 4.0808026 11.9701516 9.5949221 9.2850447 10.8330132 10.5081825 9.7208036 10.3089772 5.8321204 9.5576134 10.3140999 12.9209650 8.1654311 6.6817037 9.1208154 8.9509507 13.0847393 4.4218359 9.6220255 3.8177665 11.7626238 10.5143157 11.0508098 13.0097622 11.4307076 9.1339110 9.8560260 11.1142227 10.8551476 5.5137592 9.5864790 9.5182050 0.7589001 5.5314626 -0.8259772 10.5424156 12.1522693 8.5917617 5.9420945 7.8105337 7.9748092 10.0920270 TCGA-AK-3436 40 0 NA 2044 kidney stage iv t2 n0 m1 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 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NA 10.9287930 11.3581352 7.7278415 NA 4.8672441 11.8765081 7.2291110 8.9650916 8.7173488 10.5401657 10.2976234 8.0399790 13.2588624 1.8416914 7.4437450 -0.9657843 NA 9.8181710 6.1004437 8.3830826 8.6618882 11.9498602 8.2389254 9.8165335 9.7451607 11.8414857 10.2462425 9.9261379 12.6233030 NA 10.4139383 10.0997703 10.5186736 9.2858366 9.1967455 NA NA -0.9657843 -0.9657843 7.9502334 15.4374495 13.6398916 11.3463863 10.2757416 10.3652711 1.8416914 5.0343522 11.1497231 9.8238879 9.6202558 10.6705755 7.5927747 7.7892415 11.1204904 4.7892441 3.1218112 4.7067792 0.6192721 9.6426090 14.6155842 9.1204904 9.5975505 8.0539449 8.4978786 8.8529364 8.3034808 9.2878707 2.0343566 8.9783341 6.3104783 9.5088917 9.8124313 7.9230975 9.7875709 12.6811379 11.5507930 8.7892418 9.8206484 4.7386706 12.4788515 9.2241787 9.9885505 10.0180604 7.9797979 3.2042816 6.4606197 11.6098935 9.1428002 9.0873570 11.0705279 7.5381796 10.6013596 9.5441293 9.0594937 12.2454821 10.8636806 7.8124315 5.4437459 8.1111696 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11.5671971 6.5500541 6.6490636 12.7083257 6.0677764 12.4381452 3.6193191 7.5889432 7.7724465 9.6426090 11.1313987 9.637053 9.782547 7.907799 NA 10.981991 8.724352 3.678207 9.200517 3.734796 9.568657 9.069153 6.291742 6.078749 10.034354 7.585101 12.523700 11.474445 9.467940 12.181241 13.717568 6.214263 7.553990 9.784224 6.892335 8.814074 10.012350 5.078746 2.493775 12.144674 8.987095 7.557916 7.127111 2.734785 10.979066 8.892335 12.504886 8.506029 12.623303 8.424523 6.365271 7.480569 12.596716 8.809141 14.804424 10.670576 11.261669 15.520828 10.450096 2.356285 10.574482 7.985639 11.130081 8.095050 7.923097 7.338135 9.860108 11.944060 9.076013 11.262572 7.045582 5.409394 5.011634 15.943319 11.124467 11.893112 5.692567 NA NA 10.508060 12.756415 10.114412 7.095050 10.370861 10.968782 12.118830 9.766522 10.208656 6.748599 10.022329 11.396024 5.204278 9.411565 11.787362 8.258356 7.452207 12.316858 8.181559 11.267974 9.316284 2.493775 13.179968 7.942387 5.678210 8.515750 8.976869 8.565736 9.810787 6.997251 8.873558 5.301141 10.433098 10.158476 9.138953 12.034178 10.099097 10.078065 10.466896 1.356257 9.890001 9.342693 12.160733 8.305817 9.394104 8.053945 8.945132 12.456156 5.100444 9.151997 2.204266 11.609893 10.627745 10.828364 13.420419 11.359941 8.649064 9.077382 10.915086 10.003741 5.163636 9.411565 9.503996 NA NA NA 8.981260 11.187650 8.328975 2.034357 6.727842 8.078749 9.651822 TCGA-AK-3440 58 0 NA 1745 kidney stage i t1a nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 3 5 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2723423 8.1317942 9.6713484 8.2117306 5.0356547 -0.2498223 9.3380288 6.6927661 9.8270668 6.4367515 9.8055337 9.4567472 -1.2498223 7.9301601 7.1596423 8.4030964 10.6066768 7.8535391 9.1165735 11.6041319 8.8816839 8.6313652 1.3351974 -0.2498223 8.5973088 7.4576107 -0.2498223 4.6082297 9.6861529 -0.2498223 9.1404203 6.7670602 2.4506966 5.5316123 12.5005395 9.7705367 8.1296297 13.6471986 8.8068889 10.2703788 5.4084639 8.3904962 8.8136462 2.4506966 2.8343067 2.9201789 9.8383770 9.7403552 9.8923584 7.0402700 9.8872424 9.8449888 7.1468558 14.2299368 10.4558836 NA 11.4369707 9.7229368 10.3677188 NA 2.0721744 11.0217143 8.5101395 12.7606045 9.2107071 8.4917184 11.0914921 8.8626907 5.6571426 -0.2498223 10.6518725 2.6571369 3.9597053 11.0520333 3.3941025 8.1638791 11.0828473 12.2252247 8.4048874 9.2249712 8.4644967 12.3840934 9.7167567 10.0923260 13.2908637 7.6328942 11.0159015 10.9757600 9.7217949 6.2894103 9.8891631 NA 2.4506966 3.5576061 0.3352546 0.7502635 14.2108352 1.3351974 1.5576307 11.1404202 11.1377301 2.0721744 6.3276802 8.1765163 10.3695543 10.6378527 12.4875113 5.7160361 6.5894549 11.0845246 2.9981774 4.1425686 1.5576307 NA 9.4756175 12.7183780 10.8102717 8.7905411 9.5648337 5.7275311 10.1765160 7.8846779 8.9598020 8.1890432 7.3723027 9.6787697 9.2399589 12.3510934 9.1078032 10.1312534 8.8109472 10.3534139 6.7217951 9.9209149 5.8955208 13.5873864 9.2550704 11.1154802 12.6859689 4.9597053 0.7502635 10.4649261 10.0693589 13.8882282 7.8250885 9.9132720 9.3191575 11.1736299 2.2096717 10.9047530 11.2252247 11.4649261 8.7665024 -1.2498223 4.4781694 11.3702419 -1.2498223 0.3352546 9.3276802 7.4815702 12.3053197 9.7939622 8.7431898 9.2066056 10.4035443 11.3464410 11.5160926 9.6389946 10.9904464 9.4984442 3.7502528 8.9886560 5.1765143 -1.2498223 -1.2498223 6.0721787 12.4346712 3.9981774 7.5017950 10.9009189 6.1848793 NA NA 11.0920480 10.8403637 10.9179830 11.0488867 8.8769558 9.2799942 5.7016516 9.6412754 10.9416190 8.5446670 8.7628760 10.4904537 9.2411023 0.3352546 8.3144006 NA NA 9.9326456 8.9682089 9.4601966 8.6691147 9.6260006 11.2538286 12.8641562 0.7502635 9.8980922 8.1511307 9.4627783 -1.2498223 0.7502635 NA NA 7.2659507 14.9985866 7.3389663 8.2340673 11.5493305 NA 8.7670595 8.9767236 10.9145297 9.0597276 7.1681035 12.0344971 10.1822712 11.6936818 8.5495329 3.8795391 9.1564563 9.1143860 3.0452333 8.4978235 10.0676639 -0.66170 -0.61667 0.31193 0.31290 0.30122 -0.66485 -0.67508 -0.69489 0.23736 -0.20523 -0.20523 -0.20523 -0.21069 -0.66170 -0.66170 -0.66170 -0.61667 0.29183 0.29183 0.29183 0.29183 0.30873 0.31530 -0.65640 -0.65640 -0.66485 0.30585 0.30585 -0.67508 0.30409 0.30409 -0.65976 -0.64771 0.31578 0.28533 -0.66142 0.23736 -0.20523 -0.675 -0.675 0.304 0.304 0.292 0.292 -0.648 0.307 0.000 0.285 0.285 -0.688 -0.688 -0.661 -0.661 0.237 0.237 -0.662 -0.662 0.301 0.301 -0.678 0.198 -0.631 -0.631 0.312 0.312 0.309 0.309 0.309 0.309 -0.656 -0.656 0.301 0.301 -0.665 -0.665 0.306 0.306 -0.205 -0.205 -0.675 -0.675 0.304 0.304 0.292 0.292 -0.648 0.307 0.000 0.285 0.285 -0.688 -0.688 -0.661 -0.661 0.237 0.237 -0.662 -0.662 0.301 0.301 -0.678 0.198 -0.631 -0.631 0.312 0.312 0.309 0.309 0.309 0.309 -0.656 -0.656 0.301 0.301 -0.665 -0.665 0.306 0.306 -0.205 -0.205 5.7502501 12.2821201 9.8068890 6.0631340 9.9657843 NA -0.2498223 9.9145297 10.1089025 -1.2498223 6.0356525 9.9443925 11.3093893 10.2495989 3.6082297 3.4506966 8.5365208 9.1543285 3.6082297 10.5479128 8.6839420 8.4332457 2.0721744 10.8051947 11.9871564 12.2326811 10.1132909 1.0721744 10.4467842 7.8430084 12.8024737 1.5576307 6.5250384 9.1900822 -1.2498223 11.0347862 9.209683 9.084525 8.381428 NA 10.303401 8.980272 11.241102 9.796693 2.450697 9.648853 8.403096 6.910122 3.998177 9.385062 6.125292 13.083966 12.346208 9.004099 13.362198 14.061325 6.704447 8.415587 8.969420 4.959705 9.264965 9.795328 5.450690 11.455236 12.315591 7.242104 7.554382 5.304840 1.072174 9.522566 7.672092 13.172053 8.906334 13.290864 7.976663 10.142032 6.133783 11.517815 9.629069 13.702629 12.487511 7.638995 13.878930 9.998772 -1.249822 8.791910 9.205578 10.876956 9.727531 9.107803 7.357582 9.408463 12.717748 8.429731 10.990446 3.794645 5.090100 6.602001 13.985919 11.766363 12.046020 2.209672 -1.249822 -1.249822 12.309509 11.653568 10.750515 5.193196 10.326736 12.0437229 12.9849190 9.2757721 11.8274008 2.4506966 10.1371915 10.6125011 4.5576061 9.5511513 11.5346182 6.6927661 4.0721830 12.6327912 9.4066761 12.1544615 10.3436424 4.6328963 12.9813224 5.5259592 6.3723027 7.3231791 7.1553930 10.7051745 11.3927543 10.5555558 8.5250384 3.2738142 11.2664437 7.7474310 7.5543824 10.9201763 10.5097235 11.3761884 10.8469664 2.5576061 7.1296292 1.0721744 13.1094175 9.5503422 7.3941077 9.5648337 9.3580531 13.6493249 -0.2498223 10.1916393 8.7946452 10.0693589 11.8292360 9.9694198 12.3053197 13.1769092 8.8936346 10.9904464 8.9802718 10.6360354 8.1994000 9.7712313 8.3105842 0.3352546 3.9201789 NA 9.6344217 8.5275231 10.3029204 NA 8.7670595 7.0766809 9.8021399 TCGA-AK-3443 45 0 NA 1423 kidney stage ii t2 n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 3 5 2 NA 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.121176e-07 6.935946e-08 10.2489328 11.6487731 1.7183507 NA 3.8558303 9.5008186 12.0689392 NA NA 8.6167815 7.8922587 7.3907571 11.1145080 7.8721368 11.3896955 7.0581812 9.8372725 7.8558346 0.3963787 11.3423957 8.1479472 6.1311120 3.9509909 NA -1.6034021 NA NA 10.7801076 11.4866812 7.1810379 NA 9.4353223 8.9394352 9.8912589 6.2229514 10.4702101 8.6288243 5.6910232 -0.6036213 10.0389064 3.8558303 5.8226690 -0.6036213 9.5781768 9.0384551 NA 6.3736830 6.3907571 9.1769430 11.0933709 7.7539555 7.4624925 11.5718655 8.7854969 8.6666987 0.9813412 NA 8.9189848 7.6608459 -1.6034021 2.3964061 9.9553023 -0.6036213 10.4100749 6.5562746 2.7183287 9.7274883 10.0032711 9.4950935 7.5256860 14.0104517 9.2942488 8.8068547 5.2165829 9.5581651 8.5243975 2.4838545 2.1437852 1.2037650 10.7038888 9.0670595 9.6371947 7.8822328 9.6898750 8.9022150 7.0652879 13.1883802 10.3527795 NA 11.2391465 9.4173834 10.9514717 NA -0.0185857 12.3797533 8.3182441 13.0606839 11.1372382 4.0111109 11.0824661 9.1487839 5.4731115 0.3963787 10.4641737 NA 2.8558303 10.6921723 4.3271412 9.0872743 10.6564408 11.0400341 8.8121452 9.4523636 10.0683867 12.1537621 9.7334677 10.1475289 13.8450359 NA 11.2009861 10.8997322 10.0635148 6.1843061 11.3471415 -0.6036213 2.3964061 2.6443409 NA NA 13.3765429 -0.0185857 2.3032839 10.0877107 10.6067702 -0.0185857 6.9700507 5.8476136 11.5770895 10.5569051 11.8736746 5.8310310 5.1908203 10.3422129 3.2037650 1.7183507 5.7887196 NA 10.6777538 12.6620916 9.2277105 7.7865722 10.2824809 4.4407994 10.0599614 7.8015448 8.9574431 11.1389233 9.6371947 8.1445960 10.1379630 10.7817265 9.2387537 9.5436082 9.7205839 9.6829611 5.4516859 9.4131003 8.4883941 12.7406299 10.2965153 11.6139067 12.8207606 3.3505963 NA 8.4284490 9.5973019 13.6446889 7.1490520 10.4881692 9.6467018 12.2159837 NA 11.0000297 9.3900494 10.5023118 8.1142681 1.3963787 2.7887275 10.7903300 NA 0.7183507 8.7801076 7.6155715 12.7060928 11.1020357 7.6179905 9.0348391 11.2191733 11.2752206 11.0899774 9.3708179 11.0062746 10.7409766 -0.0185857 8.6455169 4.8226690 NA 1.5663281 5.7092851 12.2187750 4.6631909 6.3964027 10.8110199 0.3963787 NA -0.0185857 11.1843059 10.4346365 11.8828613 11.1332280 8.3907567 10.9125466 5.7590493 9.3137755 11.0526047 11.9810136 8.2053676 11.0942397 9.1973032 -0.6036213 7.4435271 -0.0185857 NA 9.9562584 7.5738229 9.2245398 8.8279009 9.2053676 8.8660453 13.4297833 NA 8.0670595 8.7983493 8.0348391 NA 5.2418936 -0.6036213 NA 7.4435271 15.0389064 7.4298260 8.4118186 10.7670907 -0.6036213 8.9991023 8.7667528 9.9311925 9.3337773 7.0111132 11.8598000 10.2976473 11.0337075 9.9173067 4.7714419 10.4523636 8.8424528 4.0222613 7.5911603 9.7892573 -0.00249380 -0.00940460 -0.00193990 -0.00176610 0.00277450 0.01042400 -0.88958000 0.01056400 0.00221930 -0.11613000 -0.06061400 -0.06061400 -0.08927700 0.01838300 -0.00249380 -0.00249380 -0.00940460 -0.00193990 -0.00193990 -0.00193990 -0.00193990 -0.00318590 0.00000000 0.00221930 0.00221930 0.01042400 0.01042400 0.01042400 -0.88958000 0.00541390 0.00541390 -0.00069303 -0.00069303 0.00694350 0.02960600 0.00930980 0.00221930 -0.08426200 -0.89 -0.89 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.89 -0.89 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 6.1106493 12.7560156 8.6841157 4.6631909 10.3348803 NA -1.6034021 9.6276245 10.1550430 NA 6.2229514 8.9277848 10.1847138 9.8982406 0.3963787 0.7183507 8.3793970 9.4455711 1.9813778 9.6306221 4.4624908 8.9248573 -0.0185857 10.0955419 12.1102194 12.4934478 11.0136412 -1.6034021 9.9700505 5.5862273 12.5540463 3.0402612 5.3152655 8.3693832 0.3963787 10.4533797 8.9297330 10.2885667 8.4543951 -0.6036213 7.3002848 9.9219241 10.7340252 10.7382001 3.3964061 10.2101845 8.7462375 6.7406996 4.5862303 10.1666542 5.6443322 14.1146419 11.8927578 9.9709968 13.2341298 13.6738724 8.1395549 7.1940644 9.5657021 0.9813412 10.1366057 9.3167562 2.8558303 12.5506677 12.3374509 9.3219579 6.8015454 4.5663281 -0.6036213 8.6910239 8.8782027 12.6628239 9.2543843 13.8450359 8.1361837 10.8396059 5.7118253 13.3851768 6.4732187 14.6225897 11.8736746 7.4624925 12.8100312 10.2181773 NA 9.7001841 11.1995254 12.3675346 9.5023119 9.2387537 7.4380624 9.7871097 14.1859370 8.4312021 12.1402910 0.9813412 5.9277851 7.6678666 13.2826000 12.2385572 12.8248289 2.3964061 -0.6036213 0.7183507 10.2809555 12.0423994 11.9383360 6.3679476 10.7662732 11.2727284 12.6583513 9.8372725 11.3423957 -0.0185857 10.0193703 8.2434606 5.1777624 9.3374509 15.3791601 3.8558303 2.3964061 12.4396785 9.1003070 11.9872242 11.1730420 2.9199693 15.0799463 5.3183638 7.0581812 7.8362549 6.7138154 10.3304627 10.0443115 11.5794183 9.5707048 -0.0185857 8.7822657 7.3002848 5.2037571 10.7608116 10.9626953 11.9347135 12.1545224 NA 7.3850884 1.3963787 12.8665258 9.4692059 9.4570993 10.2824809 9.5668918 13.4749711 -1.6034021 10.2217597 10.2590407 9.5973019 11.0940225 10.7295586 12.7060928 12.8708064 9.8414181 11.0062746 8.6276243 11.4003797 8.7183315 9.5461504 9.2874275 NA 6.0968437 NA 10.0510394 10.7820311 10.3341450 1.8558303 8.9991023 8.3549559 10.0572906 TCGA-AK-3444 80 0 NA 1471 kidney stage i t1b nx m0 19-3-2015 female 2006 1470 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 1 4 2 NA 3 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.9660063 11.0039020 6.2539779 NA 9.2452261 6.0285183 12.4617014 -0.7001692 0.7098200 7.1747639 9.6078368 6.8562886 10.6228370 8.4043812 12.2446773 9.5683242 10.4959233 8.6995943 5.0412474 10.5653973 6.9418340 5.8075765 9.0500707 NA 6.3872453 -0.1152849 NA 9.8382137 9.9418339 7.5310032 2.4697037 8.4206681 9.2036642 9.5331023 9.9851880 10.5649577 9.0450364 6.1762988 5.2126705 9.7983822 5.7049245 9.9577705 2.9436401 9.8971365 10.6280365 1.2066432 9.4171006 8.9001598 9.8257923 11.2349473 7.7228984 0.6217120 10.3696650 9.2543420 7.8447466 4.9218362 -0.3783818 9.0753925 8.3033004 NA 5.3712452 9.0045505 0.2998308 9.0580055 8.8729562 4.1199620 11.5341342 11.2537059 11.1581519 9.7538245 16.3626058 8.7134102 10.5392316 4.2884693 9.2029108 8.0054146 4.6217120 1.6989741 9.8517308 9.0753556 8.5298026 9.6578840 8.3651982 8.4734594 9.5104536 6.3685606 14.2388678 11.1288112 NA 11.1870981 10.5927509 7.5104532 NA 2.9144880 13.5702053 7.7612620 9.0950103 8.6523775 6.5548114 11.1303965 9.5474132 13.7720293 2.3872522 8.3214564 NA -2.6999349 10.3812657 5.7633053 8.6726474 9.7820860 10.2905953 7.9801419 9.2634009 9.3915482 11.6647759 9.5903771 10.0874807 13.5937747 0.7592411 10.5513032 10.6951825 10.1145650 9.6027067 9.8783908 NA -0.3783818 0.4696776 -2.6999349 7.8610702 13.0984312 7.8514905 14.8309962 8.9557600 10.2548872 3.3872385 6.7509937 10.0462965 10.7498336 9.5240854 11.8307347 7.9897805 7.9633406 10.3874108 3.9862835 1.7591985 NA -2.6999349 8.9029448 13.6196484 9.4821767 10.4180745 9.7107636 7.6737352 9.8863875 7.9932690 9.4632873 12.3801418 9.6780772 5.4646879 10.0766902 10.7232922 8.9467908 11.6156394 12.9238923 11.2181797 7.4342087 8.4999328 3.5193406 11.6308391 9.3796004 11.2417468 9.5969851 11.1572773 -0.1152849 8.1546505 11.2296879 10.0056803 9.2266453 12.1022481 9.0311013 11.4116515 8.0990637 10.1810874 10.6625480 10.2354998 7.8122267 3.6035611 6.0941981 10.3219767 1.4697297 9.7805724 8.5483029 6.3604784 12.5973434 9.5533344 9.4737717 10.6504452 9.3537081 9.6748217 10.6466477 8.9708810 10.3912176 8.5851845 1.2066432 11.3018940 6.3951794 0.8847151 7.4226106 4.7176326 11.1520192 6.5759068 9.0255659 5.2790069 3.4495350 NA -1.1152849 10.7943878 10.4131989 11.0060624 10.1701470 9.4434844 8.5357964 6.4996514 11.9452155 10.9291388 11.3730871 9.0994685 10.2295955 10.9043355 -1.7004037 7.8486042 -0.7001692 -1.1152849 9.5648112 8.5863399 9.0378744 8.5805529 9.8043531 12.8265871 15.3153225 0.7592411 11.8683322 12.7086095 9.8519710 0.2998308 5.4083077 -0.7001692 -1.7004037 6.9071130 15.0310284 8.1507506 7.7091734 11.8629785 NA 7.5201606 8.9749938 10.2706072 10.1165659 6.9291388 11.5028243 9.7200056 10.8987652 9.3915317 7.2983724 9.7712034 8.6064137 4.4082023 7.2562455 10.5627580 0.00000000 0.49234000 -0.01367700 0.56988000 0.55744000 -0.04251700 -0.00013862 0.00166420 0.03905400 0.07053000 0.07053000 0.07053000 0.07053000 0.00000000 0.00000000 0.00000000 0.49234000 -0.63339000 -0.00636680 -0.00636680 -0.00636680 -0.02301800 0.01502800 -0.01595200 -0.01546600 -0.04251700 0.00305220 0.00305220 -0.00013862 -0.00429290 -0.00429290 -0.01147300 -0.01147300 -0.00508920 0.02048300 -0.00124730 0.03905400 0.07053000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.492 0.492 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.492 0.492 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.000 2.0546749 11.8723641 9.2576099 13.3423821 9.3475877 NA 1.1071522 9.5799730 10.7797292 -0.1152849 9.8206465 8.1499691 9.3922090 11.2494266 7.0844172 6.6985255 6.4546003 8.8978349 7.6867225 8.0294032 10.1053246 9.4926914 4.6834887 9.2666481 10.2661074 11.5650310 6.1263307 8.0803219 11.9130538 8.7901318 12.1103895 3.0002164 6.8016191 8.2517953 3.0277026 11.0717875 9.3621656 10.2576098 8.0446160 NA 10.3333773 8.8208918 5.9364071 10.1622259 4.3221517 9.7891285 10.1243433 5.4290669 6.4596529 10.3036515 6.9562065 13.5197259 9.9761802 10.5674468 13.2026048 12.5150119 7.1231499 8.8538915 9.7522810 6.2770623 9.4697073 8.5782315 5.0277026 6.6103944 13.2697758 8.3951794 9.4615439 2.2066745 2.4290535 10.6234001 8.6786188 13.0177799 8.7663686 13.5937747 9.3635143 7.8428142 5.5139549 7.1530919 10.7228982 16.2145761 11.8307347 11.0931824 13.4013682 10.4657884 0.8847151 10.8183125 11.0887044 9.9416083 9.0450364 8.9467908 8.0028206 10.1263307 12.9928880 9.9577705 11.7247352 1.3872522 5.7427258 5.1135630 13.4374485 11.6086901 12.8693412 7.1499686 NA NA 11.0238697 12.5411324 10.9359412 7.4251958 11.0315255 11.668698 12.762093 10.495923 10.565397 6.282775 11.176587 10.523633 6.044617 9.981460 15.519767 5.704925 5.333205 12.890359 8.593828 11.377015 10.285980 2.759220 14.215883 5.331938 5.230518 8.795353 9.853172 9.239362 10.573869 9.103328 8.857724 4.322152 11.748866 10.123945 10.265206 10.425196 10.592535 10.645049 11.142329 2.509240 9.925263 7.316590 12.523301 8.881924 7.767388 9.710764 9.315065 12.752603 3.674822 9.241930 5.850529 11.229688 10.320415 11.491381 12.597343 11.536245 8.736494 10.391218 10.949712 10.869163 3.387238 9.475955 9.180514 2.299772 6.426486 3.509240 11.021202 12.109804 9.116766 4.815483 7.520161 8.252524 9.891305 TCGA-AK-3445 69 0 NA 1280 kidney stage iii t3a nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.878418e-06 9.710324e-07 10.6690497150 10.0084076118 8.5519477618 11.2056827526 7.5149783104 5.7878346663 10.7904416865 NA 3.7653437888 3.1692034735 9.9822724747 8.3007748958 10.5576995682 8.1490260998 12.0989553887 7.6822734070 10.7520776070 7.8447691506 2.5842409728 10.3754041872 8.8525884956 7.1841543110 13.3921999307 0.9992784721 7.9091718559 -1.0005771935 -1.0005771935 10.1375506565 9.2835245692 8.8742602809 2.9061786904 8.1791880598 9.6485350091 9.6056839625 11.8502469747 10.4484274272 8.9061693684 7.1388298245 6.7608303697 9.8463361316 7.3212065670 10.7156696476 5.4911315684 10.4901297501 10.3743182295 4.3915958949 12.1322604602 9.4951338988 10.7520776070 10.0034993600 8.6413303457 8.0920361417 10.4496858925 10.3155603435 8.1666968689 5.1490276246 1.8066540142 9.7432717540 8.2754033430 NA 6.2376841673 9.2388773595 8.5110315213 10.7545837361 8.5842413487 6.4001587625 9.6056471128 10.7863651234 10.6272685756 10.6204149519 16.2847442691 7.8971242307 9.7985604176 4.4255465836 9.6458376325 7.1540970876 7.9001458840 2.5842409728 9.2172365335 9.6646147448 9.0504878211 9.7658077121 8.7641503946 8.1490260998 8.8494657789 6.1490255916 13.0215599378 11.5698461169 NA 11.4372908979 11.6208728776 8.0999410740 NA 9.6121473381 10.9388580539 7.7904416865 10.0673852841 7.7641503946 8.4463621119 11.9945160138 9.8369067208 12.1207378731 3.8066333941 9.2001774450 2.5842409728 -1.0005771935 9.3862190408 6.0105068464 9.1540968344 9.6139886844 10.2238834552 9.1038776189 10.0714114115 8.8242376900 12.1711764848 10.1025666742 10.1279176073 12.3342503763 2.9061786904 10.8313737551 10.2346948268 10.2014026635 9.1804311019 9.6103036386 -1.0005771935 3.9992784721 2.5842409728 1.3212354350 6.9765583956 13.9332921439 4.3568339972 9.3413535849 9.2340962626 9.1791878110 4.5842409728 6.2472059855 12.0966526034 10.5060823067 9.9329694222 11.5282236714 9.5011160552 9.0340778475 11.4760250305 4.0436769654 5.1692034735 3.9061690677 -0.0007215279 9.8956111789 14.8750281836 9.8170619937 9.0202588278 9.5139928222 8.2328986284 9.6717041678 8.0840871257 9.7444573089 4.8066333941 8.6979836599 9.2531263117 10.3633204738 9.6988513593 8.1311356900 10.9132901373 14.3224391749 10.7941008110 9.2087320815 9.2778559959 3.5842409728 11.5950025393 9.5842413487 10.1136718525 9.4484275305 4.1285656131 1.3212354350 7.8447691506 11.0247645097 8.2961949084 7.4015238100 11.0747579560 8.4668844299 10.6327281648 9.2637215417 10.3296355814 12.1337051455 9.6494331349 8.8559688364 5.5538673238 9.1051872426 10.0545613146 0.9992784721 10.4250192637 7.7936949886 6.4830950557 12.9148781618 9.8910624792 8.2519443778 10.6743537456 10.5174401723 9.0545611789 10.8712918464 9.2835245692 9.9650630454 8.2613737876 1.5842409728 11.3950806917 6.6359038180 0.9992784721 8.5442430981 5.2846806909 10.0827581985 5.9061690677 10.7489262568 7.9912826053 6.8880223300 NA 0.9992784721 10.5968658377 10.3149945265 11.2953346833 11.3064796230 8.8290015244 8.5267558693 6.0308282236 11.4102601102 10.7352578925 10.7087935207 8.9226064035 9.7075006335 11.1372305591 0.5842890859 8.3590282521 -1.0005771935 -1.0005771935 9.7314463220 8.1666968689 9.9829850211 8.2495771270 9.4086698328 12.7040470790 12.1135092067 7.9270567306 10.4081392797 11.6741331553 10.5710314949 NA 3.9992784721 NA -1.0005771935 6.9534747825 13.9093125053 10.1742045292 7.7508228661 11.5936034495 NA 8.4318205814 9.1737550772 9.9099215775 9.0840871257 6.8447685230 11.0760944033 9.8619161397 10.9314935934 9.7814580757 8.5861184477 10.5828317318 9.0436728648 4.7310039799 8.2501695409 10.3905223839 9.8327e-04 0.0000e+00 -3.6403e-02 4.8017e-01 -4.3182e-03 1.3199e+00 -2.4409e-03 8.2847e-03 3.6848e-02 1.0899e+00 1.0899e+00 -4.5207e-01 -4.6067e-01 1.8157e-02 9.8327e-04 9.8327e-04 0.0000e+00 -5.4448e-01 -5.3854e-01 -5.3801e-01 -5.3801e-01 5.2943e-05 4.7742e-01 -3.9961e-03 1.5785e-03 -5.4165e-01 -5.4911e-01 -5.4669e-01 -2.4409e-03 -5.8994e-03 -5.8994e-03 -5.0086e-01 -5.0086e-01 -5.0760e-01 1.1174e-02 6.3012e-03 3.6848e-02 1.0899e+00 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.480 0.480 0.502 0.000 0.000 0.000 -0.502 0.000 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.778 1.320 -0.533 -0.533 0.638 -0.452 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.480 0.480 0.502 0.000 0.000 0.000 -0.502 0.000 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.778 1.320 -0.533 -0.533 0.638 -0.452 3.169203 11.126628 8.894097 9.871954 9.706638 8.307618 2.321207 10.317257 10.909970 2.906179 9.440148 4.522840 8.930016 13.392736 9.002094 8.783914 6.293900 7.727200 8.624988 7.897124 12.195881 10.514979 5.149028 8.499125 9.619819 11.124046 7.442222 7.783914 12.438590 7.671705 12.119181 4.284684 6.339128 7.764150 9.487119 11.137551 10.248985 10.124692 8.393741 1.321235 11.273366 8.881922 7.987964 10.053883 4.208736 10.524800 9.992925 6.400159 6.475012 9.875796 7.169203 12.891537 11.724858 9.908422 12.875508 12.999983 6.382984 9.649433 10.259022 7.813060 9.500121 9.822646 7.602905 4.128566 12.831180 8.787181 9.878862 6.628635 3.247214 10.599192 7.803410 12.604643 9.859590 12.334250 8.960729 7.118220 6.701660 10.260786 11.306195 17.590728 11.528224 11.542552 13.792831 10.703615 3.522847 12.445716 8.161670 11.152197 8.767463 8.131136 7.875796 10.293900 12.272929 10.962175 11.932783 4.247206 7.602905 7.365601 14.399401 10.730598 12.141226 6.433908 NA NA 9.284681 12.524188 10.935081 7.102567 10.804216 11.1064959403 12.7682901447 10.7520776070 10.3754041872 7.9211197068 10.1853930833 11.2510571139 5.4422236270 9.9432586795 14.1696608667 7.3212065670 5.5842409728 12.7518539249 8.3872961883 11.5710314949 9.6548096427 3.2472135824 12.2270451598 6.9202861534 6.1285614890 8.1446251063 9.9024075258 8.5461733179 9.3688761457 8.3030596770 9.2220737373 7.4255432268 11.4210806745 9.8210527730 9.0188694786 10.6984174881 10.5922029548 9.9722586890 10.9797755012 3.8572644445 9.8719537373 9.9614518650 13.2095612896 8.1742046540 7.8416291300 9.5139928222 9.1238653271 12.3566933896 3.0867498040 8.1841543110 3.9992784721 11.0247645097 10.9950459764 10.8214512923 12.9148781618 10.3915962171 8.7441126460 9.9650630454 11.0933564879 10.4005317390 6.9417929774 9.8170619937 9.9851208361 1.8066540142 -0.0007215279 0.5842890859 10.4966317151 11.3884019169 8.5767076780 1.8066540142 8.4318205814 8.4422223827 10.1292057276 TCGA-AK-3447 83 0 NA 1217 kidney stage ii t2 nx m0 19-3-2015 male 2006 1217 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 3 5 1 NA 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.07568237 11.01651951 2.53136898 1.53136898 5.80437887 11.11825089 8.02854760 NA 2.77420723 10.04311371 6.43825126 1.94639400 8.02854760 7.43021417 11.36741142 4.70128844 8.60460994 6.82904150 5.92367928 10.62851535 6.90059515 -0.05364343 6.72775848 NA NA NA NA 7.59744998 11.13930781 4.80437887 -0.05364343 10.17881944 7.94639868 8.33871588 7.25017902 8.76976579 7.51625395 3.85328710 -0.05364343 8.79814775 7.63988548 6.95762561 NA 8.79188861 8.34300356 2.53136898 7.61173453 6.45419399 8.36846325 10.28178888 6.63289926 NA 10.89122778 10.82827726 7.21318492 2.94639400 NA 6.23180102 7.41400442 NA 5.67431940 10.22716935 2.53136898 8.94357795 4.99079153 2.75375427 8.67448925 7.49329267 9.31926364 7.50864098 14.58081261 7.55372912 7.19432644 4.75375427 7.91794188 8.94075199 0.94643144 2.89873076 3.26832959 7.92939217 10.37580533 8.99896664 4.70128844 10.04179561 8.30834222 5.23180102 13.86377066 11.20908070 NA 8.95482706 9.70557105 11.01046768 NA NA 13.67431903 7.58302333 10.80282410 9.01786096 4.70128844 8.41807396 7.69459121 7.96876642 NA 8.66407496 0.94643144 1.94639400 10.14729716 2.75375427 7.12630800 10.06274248 11.81251836 6.51625474 9.48555744 9.86078375 11.78030067 8.30395057 9.42010423 12.41908943 5.03386345 7.55542967 8.63639660 10.58120962 4.64683660 8.96320677 NA NA NA 3.64684236 1.94639400 13.74375613 1.53136898 4.85328710 14.20503822 10.96181365 1.53136898 4.26832959 8.15096984 8.81367731 8.77612143 10.50959480 3.53135651 5.26832584 11.58120962 1.94639400 NA 1.53136898 NA 9.77453506 12.35552429 9.43423852 7.67431870 7.54631109 0.94643144 8.57210749 8.04443073 7.95835261 10.26154809 8.66407496 9.50290458 8.01011741 14.75877647 6.25017902 8.14607068 8.34300356 10.33118232 7.91794188 12.25701136 7.35528061 15.44686704 9.19195121 10.41196502 11.71871314 2.75375427 -0.05364343 7.23180102 10.21318516 12.33150602 11.37838189 9.60817663 8.04443073 9.63814210 -0.05364343 9.79188861 10.25814694 12.19551204 7.18795278 NA 3.85328710 9.34086132 NA 2.75375427 8.30395057 3.40582903 12.25359939 10.36425112 6.46996084 9.44425045 9.27955394 10.30834233 10.97045084 11.23699348 8.14607068 4.53136274 4.59025469 6.97982186 7.48555724 NA 2.26831461 4.94639868 12.16193157 3.64684236 6.63289926 9.06868290 2.53136898 -0.05364343 NA 8.63289926 11.69919733 9.74891502 9.10374546 9.44425045 5.43825292 4.92642172 8.72775814 11.49184578 11.28234713 9.59924358 10.17881944 6.26832584 NA 10.17040031 NA NA 8.61528350 4.40582903 11.40326634 7.18480296 8.71788819 7.63988548 14.00422112 0.94643144 10.66920610 10.34086132 7.66064416 NA 2.26831461 NA NA 4.53136274 14.18860509 6.61882448 5.50098684 10.78481468 NA 5.82904276 8.74406016 12.94780676 10.08338970 4.80437887 10.89330487 7.39760961 11.09551056 7.38102721 4.75375427 7.61173453 6.94639868 1.94639400 7.92899322 13.16858972 0.03312700 -0.77626000 0.00815340 0.01922300 0.00319100 0.00569190 -0.00685890 -0.74185000 0.03891300 -0.20610000 -0.20944000 -0.23235000 -0.23741000 -0.79328000 -0.80828000 0.00708260 -0.77626000 0.01950300 0.00815340 0.00815340 0.00815340 0.00000000 -0.00690580 -0.82397000 -0.82397000 -0.11228000 0.01134900 0.01134900 -0.00685890 0.01000600 0.01000600 0.00041593 0.00041593 0.02412700 -0.00899060 -0.01230000 0.03891300 -0.20610000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.793 -0.793 0.000 0.000 0.000 0.000 -0.788 0.000 0.000 0.000 0.000 0.000 -0.776 -0.776 0.000 0.000 0.000 0.000 0.000 0.000 -0.817 -0.817 0.000 0.000 -0.112 0.000 0.000 0.000 -0.232 -0.232 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.793 -0.793 0.000 0.000 0.000 0.000 -0.788 0.000 0.000 0.000 0.000 0.000 -0.776 -0.776 0.000 0.000 0.000 0.000 0.000 0.000 -0.817 -0.817 0.000 0.000 -0.112 0.000 0.000 0.000 -0.232 -0.232 4.11632317 9.43423852 10.55650059 10.76498078 9.04706091 NA 2.53136898 8.51625434 10.87405067 NA 5.50098684 11.70836526 11.07181207 14.95622720 3.94639400 3.40582903 10.26381120 8.56110843 2.53136898 8.93508341 7.46996084 6.17521719 -0.05364343 10.89622530 12.44720313 12.73409713 10.47680492 0.94643144 9.61705489 8.11632369 14.64009787 -0.05364343 5.77928862 8.14115533 1.94639400 9.83818236 6.43825126 7.77294727 9.18718998 NA 5.92367928 6.51625474 11.61262259 7.33010300 2.26831461 9.80748550 7.06533966 7.23180102 6.09614587 9.95482721 5.61882302 12.27029775 15.15238269 8.06533966 12.19699308 14.39483757 5.37266311 7.25017902 8.20849336 5.19432743 7.93508311 9.49906774 8.26832678 10.82751253 11.58347626 9.41400421 6.77928862 -0.05364343 0.94643144 9.02854760 6.92367809 11.03783395 7.53136118 12.41908943 8.80748534 8.75052946 5.28945088 14.54346180 6.81676352 13.16904257 10.50959480 7.08595040 13.74456658 7.25928190 NA 9.14852234 10.23872023 9.44225370 9.77612126 6.25017902 6.57575554 9.43021438 12.45642093 7.01248822 11.88891308 -0.05364343 6.79188829 4.85328710 15.34145100 14.38875897 11.59520554 1.53136898 NA 0.94643144 11.88082662 13.04804603 9.80069044 5.77928862 10.79502149 11.7721524 10.2951268 8.6046099 10.6285153 0.9464314 9.5124527 8.6979427 1.9463940 7.3642511 10.3304591 7.6398855 3.1163315 11.9236785 8.7079499 10.5285406 9.4037794 4.9463987 11.7162364 3.2940619 5.1943274 6.1943255 7.0016807 9.7162364 10.0057430 10.2853911 8.1848035 2.9463940 7.8229156 8.0338612 3.1163315 11.7058707 10.7359323 11.1256857 8.9121828 NA 6.6743194 2.7537543 10.5919399 8.2410193 9.0043904 7.5463111 7.8657982 12.6880762 NA 12.0808249 6.9005951 10.2131852 10.6683522 10.2984420 12.2535994 15.2420958 7.0961459 8.1460707 9.1213242 11.1943261 2.5313690 9.7729471 8.2683268 NA 8.4036972 NA 7.9236787 10.5961218 8.2456064 1.9463940 5.8290428 7.5830233 7.7277585 TCGA-AK-3450 85 0 NA 1779 kidney stage i t1a n0 m0 19-3-2015 female 2006 NA NA NA 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9.2948054 9.4585598 9.3025923 9.6252104 7.9439612 8.7089752 9.4663683 6.6932653 14.3827531 10.7604542 -1.4046873 11.6241751 10.3143523 8.4360111 NA 5.7449791 12.7057980 7.8713576 9.8467155 10.0795525 8.3977495 11.1728979 9.1000520 12.4325023 2.9171644 8.5021237 0.1801479 NA 9.9675541 3.9875483 9.1069858 9.9137759 9.4885347 8.3434260 8.6707122 8.4217817 11.8288648 9.6619950 10.1334220 11.7125515 1.7651528 10.3668010 9.3576151 9.6272789 7.6586285 9.7645318 NA 2.6826857 0.1801479 0.5952172 6.5081228 13.6037492 11.3278245 13.9062008 9.9544336 9.9001548 2.5952411 6.1030276 8.8537992 10.5817862 9.9423007 11.8891171 8.0067440 12.1706541 10.8820796 5.4532147 4.8806366 -1.4046873 -0.4046873 8.0750132 13.0438011 9.0214978 10.9910350 8.7551046 7.0750138 9.5207876 8.1050080 9.6086185 12.3311064 9.1698266 5.4900502 10.1687477 10.7274115 8.5682130 11.4405271 12.6681193 11.5705437 9.6078575 9.2941114 1.9639919 12.2514345 9.1517391 11.0689389 8.3534565 11.5196745 NA 7.1109332 10.9137759 10.6532316 8.6335485 11.3066850 8.2007128 11.0022352 7.7751421 9.6780474 11.0958260 9.3492854 8.0318407 3.5494351 5.7037569 10.1430916 0.9171644 10.4987384 7.8990137 5.9171620 12.5679437 9.1459798 9.2273194 11.1958430 10.0282969 8.8713576 10.8782809 9.4058048 9.5846275 7.3299425 1.5952172 10.6064604 7.6958957 2.6826857 9.4130162 3.5952291 10.8852519 6.2099426 9.6409927 5.0571210 3.5494351 NA -1.4046873 10.7610822 10.2372848 11.4816918 11.0262082 9.9227857 8.3467770 6.9676194 11.1967718 10.9478283 11.0188743 9.3197469 10.2304977 11.0062143 0.1801479 8.0850810 NA -1.4046873 9.7738979 8.6162128 9.4328611 8.5259706 9.6252104 12.0894637 14.6065696 4.8431598 11.4993032 11.8866916 9.4422904 -1.4046873 4.0546662 0.1801479 3.8046835 6.3567847 15.2602081 9.4201918 7.3400673 11.4023868 -1.4046873 6.8852522 9.1153212 10.1382649 9.3806855 6.5021237 11.4684849 8.9854019 10.6710464 9.4508803 10.0241166 9.7135254 8.4312836 4.3089287 7.9285000 10.5340776 1.02210000 0.49909000 0.00138680 0.02328600 -0.56176000 0.00000000 -0.00381300 -0.00013862 -0.00387790 -0.01119800 -0.01119800 -0.01119800 -0.00193990 0.00263570 0.00263570 1.02370000 0.49909000 -0.57081000 -0.57081000 -0.57081000 -0.57081000 0.00624810 0.02328600 0.00000000 0.00000000 0.00000000 -0.14913000 -0.14913000 -0.00381300 -0.00221680 -0.00221680 -0.00346270 -0.00346270 -0.57200000 0.01586600 0.01460900 -0.00387790 -0.01119800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.019 0.000 0.000 0.000 0.000 0.000 0.499 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.149 -0.149 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.019 0.000 0.000 0.000 0.000 0.000 0.499 -0.571 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.149 -0.149 0.000 0.000 4.6175982 10.9705441 9.1754917 12.5786721 9.2200286 NA 1.7651528 9.4778762 10.7976631 -0.4046873 9.8978721 8.1783158 8.6396272 12.7228245 6.4407230 6.3700195 5.9261489 6.6773828 6.7141741 7.9680982 9.8927225 9.3400668 4.4532147 8.9472766 10.3920352 10.9061298 7.8806353 7.7825855 11.2108627 8.2318577 12.1280687 5.3367011 6.6879901 7.5696475 1.9171644 10.7585683 9.5523352 10.9494825 8.3282486 NA 9.9450672 9.6965522 7.4154122 10.1622385 3.1187916 10.0734971 9.2071801 6.7751427 6.9527855 11.0064792 6.4407230 13.5839622 11.0314241 10.0309034 13.3153705 12.0942069 7.3928944 8.7961318 9.5392129 7.1227100 9.3086196 8.9713585 6.3025914 4.9875483 12.8733195 8.7398913 9.2685422 4.8240499 2.0546749 10.6169072 7.9439612 13.4676675 9.7264471 11.7125515 9.2390894 7.8384073 6.1281738 8.6437198 9.7676606 16.1203562 11.8891171 10.5973448 12.5688408 10.2044118 -1.4046873 11.1005484 11.6015591 12.1154834 9.0658919 8.5682130 7.7899900 10.9058458 12.8932957 8.8514417 11.5081150 0.9171644 4.5021205 6.5259702 13.5471998 12.9736634 12.6242614 7.2354782 NA NA 10.6303758 13.0717894 11.4095772 7.0587570 10.9120803 10.683027 12.661995 10.442287 9.664011 5.465599 10.693265 11.684021 5.323154 9.345102 14.244888 6.677383 6.750052 12.548682 9.400171 11.051331 9.608556 3.180196 14.752146 4.810525 5.103028 9.141664 9.495345 8.903572 10.321877 7.353457 8.712318 4.402586 12.370638 9.843161 9.478640 10.440331 9.722583 9.141163 11.145499 3.180196 9.583208 3.880637 12.392539 8.743710 8.505126 8.755105 9.431804 12.865163 5.376593 9.285231 5.054666 10.913776 10.353794 10.885828 12.567944 11.879913 9.105008 9.584628 10.338805 10.637234 4.118792 9.802858 8.878321 1.765153 6.589587 NA 10.733825 11.679679 8.642357 4.350122 6.885252 8.058758 9.236382 TCGA-AK-3451 48 0 NA 1481 kidney stage ii t2 n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 NA NA 2 NA 3 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.5319039 7.6512031 4.4812796 8.4991997 7.8073221 12.7455194 7.7824472 9.1168664 6.9369571 3.4394636 9.6281192 7.5759968 5.7829484 12.4515070 NA 7.4072771 NA NA 8.5017421 10.4473919 6.8833764 1.6739182 9.2782908 8.7803551 7.5903999 10.0341116 9.6022932 8.4761159 6.1593507 6.8597894 8.8257004 8.6671445 9.0917755 4.5614483 10.2701127 9.7292054 4.2099758 10.2915741 7.4500268 9.5880090 10.7923450 7.7949383 8.5194130 9.8882420 10.3618234 6.8114261 6.5118665 NA 7.5808133 7.3406798 -0.6479195 7.2468128 10.3812821 5.2827326 10.4546267 7.2768074 4.4394569 8.1168664 9.5042797 11.0472231 8.7161294 16.1675032 7.7990782 10.6517752 2.6739182 8.6716670 8.1593497 6.2708578 1.6739182 8.4812779 8.8011435 9.9313108 9.1848848 8.4099866 9.3264095 8.4761159 5.1848833 13.8956913 10.6397072 NA 10.0341116 10.5234031 5.9813504 NA NA 12.0202150 7.5614483 8.0799151 8.4579033 11.1833021 9.1218326 6.7356995 12.7562263 NA 7.4072771 NA NA 9.4473918 5.6187819 8.3406793 9.5118661 9.9537656 7.5516675 9.0833139 8.9331955 11.5684770 8.4018433 9.5106046 13.8083492 2.6739182 7.2005554 8.4314796 10.6052514 8.9237476 8.1943452 NA NA 0.9369677 1.3519675 6.1068822 14.0642531 6.5219192 13.9374856 11.8473502 10.5559545 1.6739182 6.2346374 10.6912881 9.1864659 9.6129144 11.3655792 6.3061911 9.1135461 10.8662157 4.1068843 NA -0.6479195 NA 8.6962909 13.3576194 10.2989011 8.5759964 7.9294235 4.3963856 8.1848848 8.3799008 7.4258688 13.6985086 8.5244222 6.4605198 9.4885118 11.0790644 7.3743622 10.4500269 13.1740677 11.5099733 9.3003619 10.6996162 4.2054942 14.0582210 8.8853245 10.4618254 8.9275341 10.8093757 1.9369677 7.0384954 10.7056930 7.2346383 10.0230582 11.2671273 7.3688033 10.2856855 7.9703803 9.1911987 11.6792668 10.8848377 7.6525761 4.1593466 6.4915469 9.8911536 NA 9.9170969 7.0730940 3.5219176 12.8240510 11.7392044 10.3646194 10.4133660 10.5880090 8.5269205 10.4484069 9.9397724 7.5269202 6.7007227 1.3519675 9.1737688 8.3463484 3.3519957 6.5999218 3.1593547 10.9877130 4.6739238 9.1705771 6.4746680 2.8114299 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2.673918 5.329274 8.076509 9.228512 TCGA-AK-3453 58 0 NA 1397 kidney stage ii t2 nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 3 5 1 1 1 1 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.420415029 6.391958422 8.845631491 7.710434522 -1.579490650 4.896150731 9.841954412 5.148336246 9.992642121 6.290780094 6.850868166 8.951767864 11.451082655 9.323544135 7.336294994 15.126034429 8.648031433 9.515812569 4.760263535 9.468221009 7.470264341 2.668346088 3.637645021 4.812734377 9.995009007 8.817020410 9.667749700 7.766929031 10.064271758 9.309158676 6.303059220 14.030459915 10.396263546 NA 11.250534584 10.427972017 11.041780626 -1.579490650 4.486502007 11.508044118 8.126047755 11.508044118 8.528940072 9.463442836 10.792736457 8.942997082 7.842080638 -1.579490650 9.893613853 NA NA 10.604980971 4.005382021 8.648031433 10.429894288 10.704661308 8.650436082 9.948869605 7.600324769 11.873098240 9.859727029 10.042009517 11.913770660 5.035126798 10.563164042 11.029594302 10.993115795 6.916270019 10.080411438 -1.579490650 1.742351209 5.431643016 -0.579490650 NA 12.865624427 5.863358680 6.668343252 10.682804055 11.108009948 2.812724110 7.890057511 5.148336246 11.518283092 9.608386054 10.902792411 6.409100671 7.549698431 11.199314019 2.005364055 4.846678844 1.420401554 0.005328121 9.290009398 11.938453929 10.071467189 10.894628473 9.688957494 4.148332178 10.020793029 6.967310426 10.502870680 4.687200695 8.939068745 6.221314506 9.645478309 12.109758387 9.203413834 11.873300220 10.512181446 10.686030612 8.011002446 9.391240367 8.993153521 13.344392912 9.154278136 9.963930818 11.205868009 11.060208399 -1.579490650 8.193554929 10.768036904 13.460392246 10.080661127 11.322790636 8.359994600 10.471284516 0.420401554 10.308778257 8.857126941 11.402517864 8.606505152 2.590338533 6.459334889 9.775215852 NA 0.420401554 9.317504645 7.634734830 11.584065234 10.621926860 9.920261437 11.220304256 9.191905084 9.414061519 10.959036119 9.690710934 11.321848125 9.135519479 2.420428504 9.550986061 6.333305651 1.227741076 1.005399988 2.943977571 11.144716230 1.742351209 7.518447800 5.715036722 9.415476018 NA NA 11.255676456 9.937100558 10.782633395 10.451427397 8.719623603 10.340362647 6.529200954 8.193554929 10.963689053 10.364761620 10.111286584 10.005378091 9.712737113 0.005328121 8.867498680 NA -1.579490650 10.845369142 7.817020090 9.037882949 8.047949476 9.690710934 9.444169887 10.808971010 1.879862572 11.346340810 8.875742902 9.738393437 -0.579490650 2.590338533 -1.579490650 NA 7.766929031 13.424416494 8.069671559 8.655233030 11.510858795 0.742351209 9.393395392 8.901589182 10.565392397 10.735281928 6.904231183 11.510693416 9.545829018 11.382407768 9.285375399 5.855042867 8.787830423 9.022186355 4.975006461 7.603231682 10.815949695 -0.070539 0.000000 1.188500 0.602320 1.184600 -0.049019 1.158000 1.091900 0.452640 0.365590 0.365590 0.365590 0.365590 -0.111820 -0.045659 -0.070539 -0.048065 1.188500 1.188500 1.188500 1.188500 -0.046041 0.602320 -0.041567 -0.041567 -0.049019 -0.045906 -0.054928 1.158000 0.581300 0.581300 1.195200 1.195200 -0.054151 1.113200 -0.034495 0.452640 0.365590 1.158 1.158 0.581 0.581 0.574 0.574 1.195 0.000 0.000 1.113 1.113 1.092 1.092 0.000 0.000 0.492 0.492 0.000 0.000 1.108 1.108 0.000 -0.110 0.000 0.000 1.189 1.189 0.000 0.000 0.602 0.602 0.000 0.000 1.185 1.185 0.000 0.000 0.000 0.000 0.366 0.366 1.158 1.158 0.581 0.581 0.574 0.574 1.195 0.000 0.000 1.113 1.113 1.092 1.092 0.000 0.000 0.492 0.492 0.000 0.000 1.108 1.108 0.000 -0.110 0.000 0.000 1.189 1.189 0.000 0.000 0.602 0.602 0.000 0.000 1.185 1.185 0.000 0.000 0.000 0.000 0.366 0.366 3.5903385 11.4165359 10.3760655 12.7671370 9.6480314 NA 0.7423512 9.5978351 11.2285452 NA 8.2066852 5.6683433 9.3912404 11.2339964 3.9750065 6.3091580 7.9788363 6.4593349 4.2533086 8.5458290 6.0998948 7.8592074 0.7423512 10.2469641 11.4841544 10.8033097 6.1346604 5.1346604 10.9938260 10.5141632 12.6422881 4.6492361 5.6778042 8.4204155 9.4225274 10.6842716 8.267473 9.769144 9.497231 5.005378 8.468903 8.729892 11.104068 10.986232 2.742351 10.686031 8.719624 6.846680 5.064271 9.788376 4.278394 14.034464 11.272360 9.321282 13.377019 13.177962 6.728755 8.973085 8.752452 7.085752 10.370607 9.781263 11.201775 9.219697 11.888658 5.967309 11.595497 2.879843 NA 9.578394 8.474342 11.355396 8.638373 11.913771 10.197260 9.952284 4.651350 10.562523 6.795455 13.337135 10.902792 10.360362 12.737475 10.640189 1.227741 9.451772 7.848776 10.982419 8.949846 9.203414 7.188600 9.373885 13.509080 8.108666 11.611782 3.374608 5.518447 9.868015 12.583237 11.802094 11.702201 6.120856 -1.579491 NA 10.412646 12.099016 10.338146 7.221315 11.917020 11.3175046 12.6811146 10.1410874 12.0094814 2.4204285 8.4147689 7.6707143 4.0928417 10.3019119 11.9963116 0.4204016 4.7058176 12.7837153 9.4204155 10.6471287 9.7652662 1.2277411 12.7547587 5.1501047 6.9517964 7.1942141 7.7264770 9.1919051 9.9954820 10.2633354 8.8403757 6.2533048 9.1474850 7.0203288 9.9595744 11.0497721 8.9711624 11.7032144 10.4260401 2.1208496 9.3504137 4.0053820 12.5088311 9.3325565 8.6139408 9.6889575 9.1841590 12.6736721 4.2017750 9.3731568 7.9400516 10.7680369 11.9301905 11.2070936 11.5840652 12.8010119 8.9883717 11.3218481 9.5085412 10.1096054 8.5458290 9.5131727 9.3099194 1.0054000 8.2562606 NA 6.8757432 10.1401424 9.6102401 NA 9.3933954 8.8095090 10.1740502 TCGA-AK-3454 84 0 NA 874 kidney stage i t1b nx m0 19-3-2015 male 2006 874 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 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3.8464231 2.1094609 8.9116556 8.4576004 2.0099204 5.6537823 8.9262328 2.3725064 10.6053176 8.9125172 6.7417312 11.2209338 13.8820520 11.3666932 9.8732282 16.1629076 8.6833621 10.3146855 5.0227495 9.1582219 7.6640511 6.5645154 2.1104301 9.2442311 10.0535401 8.8995394 9.6553280 8.0115359 7.7762192 9.1582219 7.1480159 13.8740024 10.6457745 NA 11.6266070 10.6046433 6.9304925 NA 4.0354656 11.9519176 7.8785292 9.6130233 7.8995394 7.8006243 10.8736707 8.9748866 12.5144876 2.6620004 9.4343930 NA NA 10.5365658 7.1273846 8.0195557 9.2706784 10.4037770 8.3762491 7.9557888 8.9798273 11.7253533 9.4971926 9.6752627 12.5398454 0.5244649 10.6983670 10.5721693 10.0330871 8.5029245 9.5765246 NA 1.6620232 3.8464231 NA 8.6517205 13.8369009 10.3478673 12.1148063 8.8024847 9.1884138 2.9574503 6.3215133 9.8647953 10.8947515 9.1769864 11.8397639 8.9296416 8.6486215 10.7177790 5.3724960 4.8464281 1.2025744 -1.7973629 8.6954267 13.8709583 9.8387433 10.6545557 9.1784199 7.7705278 10.2517398 8.1538565 9.2732296 13.2979277 8.9236713 6.2193796 10.2672878 10.2025719 9.3350716 11.2832229 12.6748185 11.3532712 8.8209576 9.0136736 3.9318532 11.6460335 8.3395632 11.0648218 9.3979441 10.3140337 -1.7973629 7.9253794 11.6047846 11.2901209 8.7178676 11.7373611 9.1303500 11.3469115 7.3948648 9.9872067 11.4907170 9.9112248 7.6252047 3.1094609 6.3624436 10.6805831 -0.2124004 9.9973939 8.5862761 7.1004174 13.1344175 9.4457459 8.8572078 10.7912866 10.1377370 10.0046844 10.5584295 8.8820521 9.8342037 8.6783054 1.2025744 10.9798272 7.1741157 2.7103711 8.7368747 4.3523207 11.1333093 7.1333097 9.6372001 6.2842957 5.0227495 -1.7973629 -0.7973629 10.6332858 10.0882683 11.6073144 11.3260467 9.2242460 9.0361896 6.2763924 12.1254350 10.5838444 11.4068374 9.0859788 10.1794940 10.8774262 -1.7973629 7.5290018 -0.7973629 -0.7973629 9.7465704 9.5997117 9.2414908 8.6330246 9.6230586 13.5215383 14.6685209 3.5601280 10.9939383 11.1742951 9.4676009 2.5244900 4.8297430 1.3725064 0.2025118 7.5579231 15.1289837 9.2510589 8.7407610 11.6224005 NA 8.2455993 8.6309322 9.5672538 9.9495060 7.1392096 11.1862781 9.4722831 11.4503511 9.7258741 9.0605530 10.3166396 8.4022442 5.0857051 7.8996089 9.7729021 0.00305220 0.00346870 0.01209700 0.59219000 0.00833510 0.54894000 -0.01601700 -0.01050800 -0.01725400 -0.02890100 -0.02890100 -0.00774820 -0.03122300 -0.00229690 0.01167900 0.00305220 0.00346870 -0.58078000 -0.58078000 -0.58078000 -0.58078000 0.01056400 0.02687000 -0.57506000 -0.59635000 -0.00055444 -0.00075311 -0.00075311 -0.07157300 -0.00747200 -0.00912860 0.00513590 0.00513590 -0.12226000 -0.01064600 0.01698500 -0.01725400 -0.02890100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.747536 11.693172 9.188414 13.344360 10.069078 -1.797363 0.787516 9.635636 10.750671 0.787516 9.802485 7.481021 9.455237 11.097390 7.145086 6.455237 6.483343 8.469359 7.739790 8.507494 8.970756 9.532929 3.156769 8.185565 10.356441 10.645515 7.626738 12.842195 11.119757 8.653783 11.923115 3.726134 6.620425 7.076016 7.945724 11.223031 10.4089758 10.9374932 7.6055840 NA 10.7721903 8.8382900 7.3189160 10.5849258 5.5776101 9.8986702 9.2571761 6.5334886 7.1273846 10.3192408 7.8209576 13.1712837 10.5468678 9.8665747 13.6088101 13.4588543 7.8241479 8.7339535 9.7931590 6.3973289 9.2813899 8.7231906 5.0605533 4.0099294 13.2672726 8.5154550 9.1494781 6.0790879 4.5245025 9.6772919 9.0605530 15.3668504 9.5819504 12.5398454 9.6853799 8.3774977 6.8083104 9.4564193 11.6870172 16.5232403 11.8397639 11.3735923 14.0268346 10.6029177 0.7875160 11.5617724 11.1992219 10.8455261 9.3886862 9.3350716 7.8607834 10.1483815 13.0516349 10.1288679 11.9678570 3.1094609 6.0543210 6.9168170 14.0053296 11.9168174 12.7564412 5.7591558 -0.7973629 1.0099204 10.4496093 13.1254815 11.7195904 7.0322948 10.9849559 11.2733637 12.9300138 10.8126740 9.9309177 5.8464281 11.2627612 12.1063596 6.9440385 9.9524413 13.8856076 5.2578555 6.1333087 12.8421823 9.2592096 11.5443687 10.3124025 0.5244649 13.4912578 6.2877530 5.7494672 7.8066617 9.2619165 9.2214675 10.1465519 8.0287388 8.9236713 3.6944234 11.5789687 10.3681071 9.7691018 10.1399457 10.1347867 9.6387630 10.4678940 1.7875160 9.6717049 5.7875343 12.3432931 8.9822912 7.1273846 9.1784199 8.9575597 12.6932975 3.4120227 9.6066491 3.6288319 11.6047846 10.4370900 10.9647463 13.1344175 11.2581933 9.8006244 9.8342037 10.8507047 11.0022057 4.5063544 9.4879740 9.2578543 1.3725064 6.9860286 -0.2124004 11.2908633 11.5652514 9.1094624 3.4879751 8.2455993 7.9888414 9.9193913 TCGA-AK-3455 71 1 683 NA kidney stage iii t3b nx m0 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 1 4 2 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1073009 9.4007764 9.4116349 7.8901615 8.7290320 8.8073668 6.7384720 13.3995373 10.4379462 0.8929738 10.8947418 11.5007675 6.0828069 NA 0.4779881 12.3506191 8.1048702 9.8066192 8.1621083 6.1597684 10.5816692 8.9346409 11.8527954 1.4779363 8.4418038 NA NA 10.1121503 5.7384706 8.3171480 9.4863729 10.3276100 8.3646569 8.6089437 8.6276915 11.5645560 9.1085148 9.6694148 13.2958606 0.4779881 9.7177098 9.7625755 10.1242029 8.7633465 9.5177772 NA 2.2149019 2.2149019 NA 7.4891712 14.0454251 9.8695459 13.9641508 9.6183481 9.9717997 3.6478671 6.6344481 9.5977500 10.2160365 9.5768537 10.9643469 8.6808845 7.8177940 10.6445258 4.8471802 3.6478671 7.7099654 -0.1070262 9.1667774 13.4039313 10.4628374 10.7175428 8.8043737 7.1313868 9.7710327 8.3066095 7.6753573 11.0154862 9.5485125 9.0963299 10.0606696 11.1699785 8.1921897 10.9499581 12.0362055 10.9250275 8.0654091 9.6556130 2.6638000 11.8418964 9.2874444 11.3068741 9.6512049 11.2092633 -0.1070262 6.8816658 10.5237039 11.3825287 9.3629084 11.3408398 8.3727619 10.5109083 7.0478001 9.5680566 11.4973033 10.3431619 7.3453467 4.4165425 5.0015050 10.2165995 -1.1068708 11.0481162 7.5076916 5.7998722 12.6908459 9.8340293 9.6914536 10.5291532 10.5899493 8.9949575 11.0189892 9.5715818 9.5323224 7.0778572 -1.1068708 10.4924298 5.5368393 1.4779363 7.2328315 4.8702611 11.0512758 5.1409095 9.0553730 6.0119227 3.5934255 NA NA 10.3843338 10.4091742 10.9661192 10.7817250 10.5825430 8.4494879 6.7316815 10.1091213 10.8406187 11.3377378 9.3213419 10.6804763 11.1556639 0.4779881 8.9563767 -1.1068708 NA 9.5960201 9.1841523 9.6226024 8.6106580 9.4694660 11.6493296 14.1983310 -1.1068708 10.1789618 12.3011788 9.6327624 -1.1068708 2.7003287 0.8929738 2.2149019 5.9590700 15.1056113 10.3202946 7.3192467 10.6747512 NA 8.2058646 9.0766171 10.5899493 9.8544315 6.5654068 10.9801131 8.8442664 10.6072273 9.8092493 6.0629074 9.4798215 8.3234345 4.8529826 8.0067238 10.7521282 0.54171000 -0.00097017 0.00083195 0.00000000 -0.00503090 -0.00581400 -0.00069303 0.01223700 0.01363200 -0.02274400 -0.02274400 -0.02274400 -0.02274400 0.01992300 0.00191390 0.51685000 -0.00097017 -0.61084000 -0.55977000 -0.55977000 -0.01422800 -0.00395930 0.00000000 0.00515560 0.00515560 -0.00581400 0.00541390 0.00541390 0.00110930 0.00430210 0.00430210 -0.00603050 -0.00166290 -0.56276000 0.01164700 0.02090300 0.01363200 -0.02274400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.526 0.526 0.000 0.000 0.000 0.000 0.000 0.000 -0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.526 0.526 0.000 0.000 0.000 0.000 0.000 0.000 -0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.042728 10.392329 9.300250 14.607254 9.578607 NA 2.477936 9.625997 10.476064 1.477936 8.520516 6.864525 9.005421 12.613654 8.516863 7.787799 6.522338 6.536838 8.885920 8.210394 10.230046 9.916043 8.295994 8.761804 10.681011 10.709165 7.400776 11.496376 11.006398 7.589949 12.121784 4.140910 7.443728 7.826672 4.937377 11.190471 9.1515478 10.6187740 8.8845036 1.4779363 10.4116349 8.4321406 7.2766865 9.4647344 3.9373726 9.7602605 9.8479050 6.9319005 7.0578889 10.9188134 5.9697975 13.0963298 11.0944931 9.7915831 13.3071384 13.3361196 7.3234340 7.8207598 8.9028104 7.2372779 8.9617599 8.8859202 7.1783840 7.2680207 12.8105403 8.6157893 9.8964997 3.2852986 2.0629161 10.3793140 7.7353319 13.1499275 10.6230272 13.2958606 9.4618878 7.0975529 6.9909617 8.4224121 10.2766860 15.5809861 10.9643469 10.3982971 13.8322396 9.6200513 NA 11.1544890 10.2024581 11.0787863 9.5323224 8.1921897 8.1313863 10.4933593 13.0358865 11.8931579 11.9892027 5.2852986 5.3359262 7.3400646 14.0613855 12.3852105 12.7437546 5.9804435 2.5934255 0.8929738 10.7934712 13.0315736 11.1692865 7.5934218 10.7660413 10.5851613 11.8650641 11.0610271 10.0312536 8.4816965 11.1638610 11.7416047 5.1024356 8.9857389 14.7570228 5.9373750 6.8587656 12.2483246 10.1731725 11.3750334 9.5440334 3.2852986 14.3526695 6.3287772 6.3605873 9.6844865 9.0877386 7.9014106 10.0151626 7.9988905 8.7081089 4.0222613 11.1990434 10.0691549 8.8500837 10.6357122 9.9724665 9.3265672 10.5168633 3.9373726 9.8915721 5.4165425 11.7357249 8.4086817 7.8529839 8.8043737 9.3850953 12.6050788 7.5296062 9.3938235 4.3192494 10.5237039 10.5177772 11.3955650 12.6908459 12.0016695 8.0376397 9.5323224 10.2367227 10.8395372 4.9590700 9.3410980 8.9277806 1.7003509 5.9380317 -0.1070262 10.5873397 12.5950224 8.2917256 4.5076932 8.2058646 7.9857389 9.6906432 TCGA-AK-3456 48 0 NA 1143 kidney stage ii t2 n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 50.57.0 4 3 2 NA 4 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.67819676 12.49315499 NA NA 6.17332735 6.57596122 5.45923815 10.93442406 7.82899391 11.99175722 10.90683116 10.52363174 9.53328826 7.45110888 10.68307611 8.22429501 5.21232420 11.07336129 -1.01654119 3.30543069 NA 0.56842131 9.04689863 10.13388559 7.74837536 3.79085543 8.75168799 9.17085569 9.20146135 10.93405954 10.25496670 8.22429501 4.76486098 5.68394343 10.26427439 5.26890593 11.54024919 5.90236788 9.64795105 9.61740704 3.23143241 10.86767419 8.68220843 9.94422962 11.01899011 8.09202821 6.27812418 11.16570559 9.55978967 7.94350587 2.30544528 -0.01654119 9.26079113 8.34325324 3.50707153 7.62012816 9.80527762 2.56846996 9.44600597 9.00170374 5.21232420 10.08871816 10.68827191 11.22608237 6.69774880 15.35973084 8.99053089 10.66034226 4.07096457 9.65857854 7.48732958 4.91423921 1.30544528 9.69431017 9.18181368 8.73001798 9.35528039 9.46631164 8.54955790 9.73337315 6.81639363 13.79988738 10.95935163 -1.01654119 11.22011589 9.99260445 9.40556846 NA 8.87680515 12.66792358 7.56470435 11.19721546 8.23143097 7.89938291 10.63813974 8.75993677 9.81389211 NA 9.00448370 -1.01654119 -0.01654119 10.29468438 2.56846996 8.53809268 10.43162003 10.34927935 8.67350166 9.38438315 8.92601810 12.18807636 9.65592904 9.88059278 13.22861067 0.98353178 10.80556856 10.75292835 9.98491185 7.44702783 10.97785710 -1.01654119 1.30544528 1.56846996 0.56842131 3.68394343 13.51853600 10.09854733 13.10017254 9.62012835 10.24089148 4.11278352 6.22190801 6.61285965 11.52047936 10.85810085 11.95855808 6.98912879 9.82899375 10.32724465 1.79085543 5.52266156 5.52266156 -1.01654119 8.79246789 14.01572164 9.91350175 10.26543373 10.29752034 7.77466650 9.24794626 7.26890593 10.01641720 7.12305467 8.86767411 3.44293023 10.08664062 10.27524991 9.34873258 12.07543486 11.57245249 10.18685174 10.34380209 8.71848424 6.14760587 12.13721403 9.25146087 10.92675105 12.47397854 10.76609247 NA 7.89339680 11.86920004 5.06841716 8.76561729 11.01348103 8.84923682 11.27697534 7.40976853 10.60326516 11.07560008 10.75168799 8.31931852 4.44293686 5.42644592 10.66166366 -0.01654119 11.23024427 8.16341269 6.68394343 12.48695677 10.33995564 10.10114683 10.58434575 9.76322299 9.59545070 10.60802957 9.06298837 10.63679661 8.42229566 3.62736170 10.28671357 3.98350441 1.56846996 8.20750539 2.30544528 11.37877002 1.98349529 8.68737253 5.37582140 5.50706518 NA NA 11.43316822 10.32391021 11.12879899 10.71439837 9.60463977 9.85386843 6.21434049 8.93624482 10.80448036 11.51366612 9.67175405 10.35201009 11.56799647 5.67000468 8.26659214 -1.01654119 NA 9.98842637 9.03742945 9.10633157 8.28042003 9.34105575 13.84817155 12.49290758 -0.01654119 10.70673800 12.77639563 9.22905648 -0.01654119 3.44293023 1.79085543 1.79085543 7.73504756 14.48571393 8.21951802 8.78924769 11.43934461 NA 9.03335224 8.89829241 10.20146135 10.07560015 7.43471495 11.54979559 10.38811310 10.25263031 9.62555543 4.44293686 9.92528486 8.47735919 4.67476005 7.68567670 9.87072427 1.0842e-02 2.9133e-03 -6.0904e-03 -7.0576e-03 -4.5281e-04 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6.5834168 9.2561334 14.9072490 6.2781242 7.8630867 6.8476901 8.5380927 7.0972463 8.6110377 11.1831760 9.0815356 3.0709732 9.6046398 10.9340595 11.0299456 6.2596284 10.5055947 11.2697726 7.8783213 11.8207117 4.7383896 9.2986533 7.6629838 7.4388309 10.8426502 9.5409674 10.3569127 8.5552563 6.4347150 9.5060852 8.9507300 8.7400600 10.7270759 2.8903883 10.2242950 8.9778572 6.3585440 5.1733273 10.2461859 8.3121787 14.0756827 10.6730650 10.3020465 13.0160660 13.3795063 7.1073144 9.4388309 10.1990367 8.7383912 9.9398798 9.6986076 3.5684700 5.6700047 12.4771090 5.5982133 9.0576452 0.5684213 NA 10.5148851 9.5342505 12.6149081 9.2171233 13.2286107 9.5740907 9.6673756 4.4737544 6.1634122 10.7673204 13.9312319 11.9585581 11.8340812 13.3814457 10.7262342 NA 9.8730077 11.2219084 10.5500334 9.4942678 9.3487326 7.9260184 9.8438148 13.3191732 10.0556363 12.0365811 3.7383896 4.8661464 7.2455983 13.2783685 12.0003120 12.3842497 7.3803650 NA NA 9.0576452 12.5585701 10.9721742 6.3672085 11.3121786 11.3547358 12.8188633 10.5236317 10.6830761 4.5684639 10.9453151 8.6146808 4.7908606 10.2561334 12.7214903 5.2689059 8.5129344 12.7850999 9.0347126 11.4860869 10.3731350 2.5684700 13.6292184 5.2026724 6.3322317 7.8341904 8.1634127 9.0933344 10.0374296 10.6977492 8.8227075 7.4793583 12.6993584 10.3531011 10.1446356 10.9023669 10.3082468 10.7408937 11.4429353 0.9835318 9.7738521 2.8903883 12.2800070 9.5609325 9.7908585 10.2975203 9.3244999 12.7716102 4.4753573 9.5051041 0.9835318 11.8692000 11.2867136 11.1531155 12.4869568 11.8280133 9.5871300 10.6367966 9.9296789 10.8897404 7.2735224 9.7876347 9.4305870 1.5684700 3.5672655 NA 9.2572992 12.5299955 9.8828607 -1.0165412 9.0333522 8.1831758 10.0374296 TCGA-AK-3458 48 0 NA 1168 kidney stage i t1b nx m0 19-3-2015 male 2007 1168 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8115544 9.3171860 7.8750526 7.2657801 10.6567496 8.7109665 12.5415757 NA 2.6034068 7.1783173 8.7246970 8.4058528 9.1510097 9.9976445 11.8683150 10.4851382 10.8615455 8.3981310 3.6637431 9.9657843 7.5706345 6.4211728 12.7629037 NA 6.8412825 NA NA 9.1798190 10.4444789 6.8563894 2.7308573 9.2854468 9.2854468 10.3753699 9.8412821 9.6157223 8.8105851 6.1540687 10.5729226 9.0078284 8.3185505 8.6723058 1.2714257 10.2854468 9.8563890 2.0787806 10.3076000 9.2197936 9.5252739 10.4268771 8.1200491 0.8563882 10.2856073 9.0010473 8.2051168 5.3588885 0.2714257 7.8336687 7.6594437 1.2714257 7.0061364 8.3615390 1.2714257 10.9933800 8.1813193 5.4007087 9.2728346 8.5074407 10.4525787 9.6818777 15.9160291 8.9170847 11.8955364 5.3375149 8.8989602 8.7652818 6.1783163 1.9938917 9.1153475 10.9398682 9.4857456 9.3720887 7.6421138 8.9614242 8.7871262 6.3158198 13.0223427 10.8159079 NA 9.9535432 10.9814407 8.0429157 0.2714257 3.4413507 12.0957885 8.4160848 8.4237114 8.9367622 8.2629485 8.9314222 8.5122178 12.7057758 3.3588885 8.6223656 2.5933538 NA 9.5521972 6.2139402 7.8713391 8.3720889 10.7752522 8.1783168 7.5614453 9.3942543 11.4959919 8.7081379 9.1632101 12.2661334 4.1294067 8.7012098 10.0296496 10.9134781 8.7102182 8.8620133 -0.7285743 0.2714257 NA -0.7285743 8.3903676 14.5289984 7.0787817 12.7210909 10.3910160 10.0254787 2.7308573 5.9856712 10.3522440 9.7871262 9.3615388 11.3011312 8.1962387 7.5706345 10.9487056 6.3903667 5.1783163 2.8563882 -0.7285743 8.2572686 13.3507445 10.8847554 9.7420852 7.8488551 8.7185096 9.9942339 9.1932674 9.0916054 9.1262948 10.0609600 7.3851687 9.8142745 10.6632070 7.8183208 11.1145623 12.2538853 10.4698714 8.6913866 10.7408036 3.4541232 12.8925625 8.4759976 10.9579269 9.9535432 8.5637481 1.5933538 7.8260152 11.3545733 9.0824157 10.7646914 11.1086601 8.7532258 9.7662819 8.6377486 9.5545148 11.2554888 10.9256149 7.8280857 3.4413507 6.5193532 9.8943934 0.8563882 10.7622773 7.8563888 4.3588885 13.0153141 10.7471599 10.0682771 9.8787568 9.8962219 9.2965659 10.9134329 10.0876100 9.1873058 7.7632794 1.2714257 9.2558448 5.1540687 6.8713398 5.2487056 4.9152819 10.2400932 6.3482413 9.5317815 7.5250846 3.7308573 1.5933538 NA 9.1043165 10.5187605 10.1977224 10.5399684 7.6976911 6.9925260 6.1322643 8.7851539 11.0581045 11.7935175 9.1464078 10.7552422 9.9718661 -0.7285743 9.5602925 NA NA 9.0044418 11.1394772 9.8888939 8.8260152 9.1090544 12.1711609 13.1367730 -0.7285743 11.1854377 12.1818817 9.4808798 0.8563882 2.8563882 -0.7285743 4.7632788 5.6289777 14.3999041 10.1332888 6.2714257 9.7257257 -0.7285743 8.0723261 9.1571228 10.9609877 8.9925257 6.3799501 10.4978386 8.7910626 10.8540388 10.0296496 8.0560611 10.3442289 8.1106300 4.6976904 8.0658421 11.8098579 0.0126100 0.0156810 0.0298420 0.6437000 0.0066199 -0.2932300 -0.3029000 -0.0200450 -0.0380780 -0.0884870 -0.0884870 -0.0884870 -0.0853680 -0.0149610 -0.0149610 0.0126100 0.0156810 -0.6216300 -0.6216300 -0.6216300 -0.6216300 -0.2764700 0.0195970 -0.2893200 -0.2893200 -0.2880600 0.0110760 0.0110760 -0.3029000 0.0082897 0.0082897 0.0263280 0.0263280 -0.2922800 -0.0071027 0.0398560 -0.0380780 -0.0884870 -0.303 -0.303 0.000 0.000 0.000 0.000 0.000 -0.292 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.622 0.000 -0.276 -0.276 0.000 0.000 -0.289 -0.289 0.000 0.000 -0.288 -0.288 0.000 0.000 0.000 0.000 -0.303 -0.303 0.000 0.000 0.000 0.000 0.000 -0.292 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.622 0.000 -0.276 -0.276 0.000 0.000 -0.289 -0.289 0.000 0.000 -0.288 -0.288 0.000 0.000 0.000 0.000 6.6808180 9.9666547 9.1479434 14.9119820 10.0642166 -0.7285743 4.5933538 9.2951807 10.4702090 NA 8.8469655 7.0593293 9.4612511 11.7078777 7.0593293 6.3694578 7.8105851 8.5311697 6.7552428 8.5240919 12.2100871 9.4007093 4.0787806 7.8898118 10.2462711 11.0864093 7.3428889 5.2487056 11.3452332 8.1169162 11.9905628 5.0787806 7.0787817 9.7122955 8.9420825 10.4256116 8.2110054 9.9848129 8.9278511 -0.7285743 10.3185503 7.6333702 4.9718654 9.0755575 4.7949876 9.8778317 9.8460200 6.8713398 7.6934911 10.6168317 7.0061364 12.3418828 11.0133146 9.6146121 13.3389448 14.4464301 5.5382122 7.8750526 9.0495036 8.8934781 8.9993470 8.0196191 5.5568279 5.6637431 12.7797164 7.8563888 7.6289784 5.0263132 0.8563882 10.3381883 7.9403112 12.7057940 10.3165034 12.2661334 9.3562347 6.8934787 6.8151540 11.5571176 9.1479434 14.6751042 11.3011312 10.7323942 15.3370529 9.5763481 1.2714257 10.3287412 8.2343226 10.1895443 9.2572683 7.8183208 8.7143699 9.8134909 12.2461995 10.5151954 11.8204891 5.8105845 5.4808790 6.1043157 15.3890912 11.7542343 12.7941305 5.1043157 1.2714257 NA 10.3955477 12.5288143 10.0518104 8.6399329 10.0379553 10.279154 11.341212 10.861546 9.965784 5.663743 11.513410 12.233057 4.999346 9.404569 11.788916 8.318550 8.101149 12.125901 9.021296 10.524683 9.862014 3.730857 14.070151 6.539150 6.964914 9.130837 9.062589 7.533521 10.299332 8.966811 8.710218 2.441351 12.851567 9.696642 8.265780 11.337516 10.110630 10.383866 10.893020 3.271426 9.310345 8.216870 11.356889 7.471099 8.451336 7.848855 8.385403 12.294488 3.856388 8.982233 3.856388 11.354573 10.101942 11.378970 13.015314 12.231971 8.676568 9.187306 11.057696 10.892182 5.461250 9.350911 8.887975 2.593354 2.971865 1.593354 9.672306 12.618974 7.514600 2.730857 8.072326 7.989103 9.711257 TCGA-AK-3460 58 0 NA 951 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.9657843 9.4542462 9.6806036 10.4479158 10.4171372 10.1026432 5.4668229 8.0517870 9.8553200 5.9973398 10.7247359 8.3575951 10.5989670 10.9348826 2.7563402 10.3227309 9.8027109 9.7367302 10.3942731 8.2884213 8.0749763 10.4312679 8.1781355 8.1703432 5.7563321 1.6188494 9.3508252 7.9335237 -0.7029847 7.2335372 8.0248200 2.4668359 10.5370943 11.6086476 5.5823001 12.5493844 11.6662240 10.8620014 10.7872488 15.5788836 8.6999114 10.9294402 4.9693255 9.4197272 7.6632215 6.2037904 1.6188494 9.3710408 9.8553200 9.0782589 9.4093387 8.0782592 8.0815340 9.0534557 6.9116089 12.9394023 10.8224201 NA 11.4425131 9.7933338 7.7273521 0.2968979 3.6188260 11.6060914 8.1734163 9.1266221 7.2912527 7.4001869 10.4848699 8.5353042 11.5967226 3.2968979 9.1564340 -0.7029847 NA 10.2525492 6.7231640 8.4441042 9.3234228 10.9056162 7.9152849 8.3385586 9.1886830 11.5395673 9.3412933 9.9162022 11.9033045 2.8818604 10.7620524 10.5483817 10.0757977 8.8724385 9.6967113 -0.7029847 4.8204598 3.5448316 NA 8.6675867 14.1665895 5.5063512 12.2806055 8.0248200 9.4668243 2.9973466 6.2741796 10.7460479 10.5436399 9.5412631 11.4395201 9.0601117 8.4867240 10.8428290 7.2968997 5.7398427 0.2968979 NA 8.9407555 13.8977414 9.9353352 10.3777168 9.4830136 8.4028079 10.2820297 8.1517675 9.9857527 8.0650838 9.4402824 9.5495646 10.6787072 10.4592906 8.5136451 11.2467260 12.3641656 11.0290667 9.1533248 9.0265201 3.6747205 11.6384181 8.9060779 10.6843782 9.5460128 8.7084104 0.8818995 8.7147517 11.6336848 11.6398407 8.5549000 11.4796040 8.9551108 11.0994157 9.0567875 10.0961809 11.2131520 9.8543630 8.0422711 4.4668229 6.2157621 10.1924746 -0.7029847 10.5370943 9.1106806 6.3949308 12.8584259 9.8175181 8.8399313 10.9895148 9.9798939 9.8233986 10.6656513 9.1154815 10.0576192 7.8476462 0.8818995 11.2612402 8.2335372 1.2968979 4.8514892 4.3412955 10.6615812 6.6892167 9.5840115 6.4073035 4.2510980 1.2968979 -0.7029847 10.4749417 10.4580312 10.7962469 11.2947844 8.1886828 8.5551121 6.0477739 10.8944864 10.7121129 11.3296338 9.0864330 10.2202268 11.0286426 NA 7.8165357 NA NA 9.6029610 9.6784422 9.0467688 8.3870118 9.4755642 12.3123144 14.9490160 1.6188494 11.5353041 11.2652061 9.5051337 NA 3.6188260 0.8818995 NA 6.9116089 14.8623584 9.3896565 7.4817744 11.6202356 1.2968979 8.5209011 8.9253996 9.7105272 9.6120489 7.1106806 10.9873339 9.5995382 10.6843782 9.8255879 7.5915201 10.3797137 8.9207807 4.9693255 8.1873461 10.2135252 -0.00164500 0.00097064 -0.57308000 0.57451000 0.01926500 -0.00484610 0.00736090 0.00335290 0.00589340 -0.00747200 -0.00747200 -0.00747200 -0.02742300 -0.01516500 0.00000000 -0.00164500 -0.00767300 -0.61206000 -0.57308000 -0.57308000 -0.57308000 -0.00152430 0.57451000 0.00230360 0.00638710 -0.00484610 -0.01491100 -0.01491100 0.00736090 -0.00912860 -0.00912860 0.00652620 0.00652620 -0.01354000 0.00777830 0.00791750 0.00589340 -0.00747200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 -0.573 0.000 0.000 0.575 0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 -0.573 0.000 0.000 0.575 0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.227637 11.845240 8.992128 12.729441 10.190201 NA 2.296898 9.379048 10.841144 2.104270 9.309524 6.911609 9.424894 13.113383 6.926256 7.215762 6.874329 9.053456 7.426183 8.188683 10.389656 9.423604 4.544825 8.602961 10.164657 11.206792 7.389656 10.387012 11.454878 9.101030 11.767263 2.296898 6.940755 7.600680 9.528120 10.816536 9.9675555 10.2870032 8.1641779 NA 9.8912238 8.2655663 4.7887536 10.4885755 4.7231653 9.7807151 9.2097887 5.9833995 7.2684428 10.5112185 7.0248194 12.9499683 10.7419141 10.1234478 13.6626749 12.6227050 7.3081269 8.5636859 9.1517678 8.7168596 9.6881429 8.9886429 8.5683624 5.7887536 12.9650087 8.8086518 9.5136451 4.4668229 2.2968979 10.0766187 8.4028079 13.1933263 9.9990720 11.9033045 9.2350087 7.4466466 6.1457732 11.7473373 10.5642713 15.0404189 11.4395201 11.2507320 14.0699870 10.4099903 NA 10.9890789 9.7481105 9.9362400 8.8724385 8.5136451 8.3602945 9.7573552 12.5823015 10.1833580 11.5677786 4.2968979 5.8968119 4.8818604 14.4300379 10.9046920 12.5943888 5.3192675 1.2968979 -0.7029847 9.5869182 12.6637679 11.1333008 7.9152849 10.9732972 11.2648460 12.5131905 10.9416569 10.0349915 6.3521812 11.4953443 11.5460128 5.5063512 9.6588431 13.5032834 5.9973398 8.7624658 12.9964620 8.3494675 11.4060770 10.6193908 2.7563402 14.3767590 6.0724767 6.3192675 9.3398035 9.8639047 8.8379959 10.4054238 8.1297894 8.9716036 6.5160672 11.4450581 9.8553200 9.5542872 10.5765099 10.3955894 9.2954898 11.3511645 5.2741796 9.4705765 9.9613465 12.5057799 8.8007249 9.1313703 9.4830136 8.9427019 12.5946754 3.6188260 9.5776701 4.9973376 11.6336848 10.3371890 11.3833673 12.8584259 11.1902008 9.4300414 10.0576192 10.9051541 10.9033045 5.5063512 9.5002474 9.4928867 0.8818995 5.2236118 0.2968979 10.4190802 11.8325149 9.5903709 4.6544527 8.5209011 7.9834001 10.1234478 TCGA-AK-3461 72 0 NA 853 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.98246316 6.14438089 10.41924065 8.24979801 8.27196952 6.47811920 2.12449357 9.61900430 8.56558194 NA 6.64804402 8.77473600 -0.04543143 10.50241554 9.56650391 6.42216234 11.38980275 12.36818496 11.37924823 10.67992331 15.81364284 8.64630057 10.90036661 5.50914475 9.75545695 7.80942538 7.26744029 3.04963077 9.23532785 9.42132683 9.05258924 9.70526398 8.45639426 7.84634099 8.79847796 6.86144800 13.10533564 10.60426225 NA 11.89174691 10.91076983 8.18577836 NA 4.44640843 11.54373999 8.53387283 9.86069608 8.78110558 7.91165923 10.99381883 8.86894229 11.55284918 3.99895367 9.22485232 1.95456857 NA 10.41757049 7.52061082 8.34901976 10.02869843 10.12760955 7.94891033 8.39542617 9.46136055 11.47728076 9.57569315 9.72025760 12.34378502 2.95454996 11.47220180 10.96927499 9.77393783 8.82646237 10.22951751 -1.04543143 4.81253930 1.76192349 NA 7.70610088 13.71278025 6.74245900 11.80141854 8.47222658 9.45141081 3.90875528 6.20248433 10.84215844 11.16401037 9.78902804 12.06433546 9.72108586 6.96018153 10.56788612 7.85240279 6.46235176 2.41400019 NA 9.55260954 13.77089074 9.26630541 9.89045870 9.86519970 7.56188743 10.58891435 8.17130292 9.70853421 10.19355875 8.95877744 6.73591610 10.41692638 9.42724788 9.38291729 11.56627347 11.80043908 11.00270329 8.59480194 8.83505875 4.52441478 11.29885291 8.80474379 10.55121270 9.31650080 9.41808135 1.53953107 8.08641385 11.96070775 11.17990909 8.85979349 11.40370566 9.52156236 11.44716135 7.60919278 10.09410844 11.57179487 9.77633104 7.97147688 4.78744814 6.95455694 10.23938109 3.70944504 10.35703619 8.87342012 7.41808113 12.72325828 9.63491648 8.97553705 10.70693765 10.26800693 9.90146323 10.80380186 9.23532785 10.50914584 9.49274589 2.53953107 11.48885991 7.22134351 2.95454996 5.56926626 4.56926626 10.64891496 7.59118197 9.96767730 7.43748577 4.97692264 -1.04543143 NA 10.90109783 10.30494379 11.29579786 11.49226080 7.57660905 8.87614517 5.63530457 11.70128129 10.82569223 11.41219441 8.62698224 10.29829792 11.28463356 0.53953107 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9.591182 13.627977 10.560499 12.343785 8.982463 8.237645 7.190906 10.646737 12.269990 15.012041 12.064335 11.815838 13.513396 10.874910 2.761902 11.229518 10.881224 10.323609 9.085128 9.382917 8.131977 10.096026 12.980475 10.694338 11.686722 3.761913 6.221344 6.073499 13.874911 10.989356 12.916007 6.009840 1.954569 NA 11.711947 12.493352 11.370716 7.846341 10.814480 11.503860 13.000402 11.099215 10.318144 6.722742 12.239381 13.430797 6.605608 10.527731 13.908162 6.346874 7.990731 13.232603 8.602015 11.583003 11.196540 1.761923 13.792825 6.309996 6.211945 8.340592 9.724395 9.061774 9.994161 9.165228 9.113167 3.861449 11.593219 10.472718 9.834140 10.606506 10.457389 9.440386 10.803180 5.413990 9.722741 10.044670 12.659053 9.249178 6.569266 9.865200 9.305043 12.835575 3.761913 9.483988 7.800047 11.960708 10.584824 11.312109 12.723258 11.011872 10.019973 10.509146 11.248603 11.122552 6.183375 9.556328 9.820290 2.124494 4.569266 NA 11.382917 11.595152 9.720258 5.430292 8.216652 7.598413 9.972061 TCGA-AK-3465 71 0 NA 369 kidney stage i t1b nx m0 19-3-2015 female 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 32.58.0 3 5 1 NA 1 1 2 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.5955133 10.7544095 8.5284557 13.9956946 7.8639645 8.2584158 4.7227666 10.5674444 8.4462873 6.6327539 4.3173113 7.3422152 9.4724711 9.0212329 10.2538938 9.0814504 9.9883412 6.7853753 6.7909349 14.2154570 9.9639398 NA 11.6054070 10.1162665 11.4225323 NA 3.9384928 11.0620393 8.9195841 12.3368800 6.9731383 6.2279990 11.4236510 9.3144974 8.5968945 1.7685866 9.7957825 4.0164963 3.2280029 10.6784607 4.8346556 9.1630302 11.4110706 10.4841007 8.1758354 9.6807085 9.4802346 11.8597484 9.8177355 10.2483478 12.7619483 5.6389311 11.7904637 11.5330246 9.4828132 7.8292635 10.5815471 0.3535491 2.4690003 5.5234553 -1.2314134 2.8560296 13.5993799 7.7110819 9.5083482 10.8952721 10.7551208 4.1608879 6.6754589 9.0247762 11.1971895 10.4405509 11.4421549 7.6171905 6.7797942 10.7843311 5.7458477 4.6014588 6.4550674 1.0905147 11.0458550 13.8679565 9.0620391 8.7572523 10.0734893 5.4267780 10.0324236 6.9828864 9.4253231 10.2594184 8.2279990 6.2115107 9.8098708 12.6175817 9.2402428 10.7731392 10.2984861 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-0.249 8.2921297 12.6815505 9.4383384 11.9276505 10.0888040 NA 3.8560296 10.0009886 10.0907775 -1.2314134 6.4124242 9.0164952 10.4637959 10.4405509 4.6014588 5.2763627 8.2320918 8.7300173 5.2921302 9.6626274 9.6203166 9.1050741 -0.2314134 11.5859510 10.7699019 12.0672030 12.3411494 8.3997445 10.8143272 12.0452736 11.9866570 1.5759416 7.0117416 7.9029937 5.7343520 10.8682441 8.895272 9.240243 8.014120 NA 8.883611 8.553202 11.481524 10.339846 3.160888 9.784679 8.585551 5.845382 5.160884 9.570276 6.992569 12.799062 13.061680 9.598290 13.526166 13.206255 7.307726 8.399744 9.023596 5.412423 9.705206 9.072348 9.565418 8.173709 12.147269 10.082018 7.874476 4.745845 1.353549 10.413776 7.126120 12.405079 9.617973 12.761948 8.928439 9.648151 6.522453 11.850384 8.230047 14.477544 11.442155 9.925283 13.454740 10.929384 2.575917 9.918315 9.723491 10.692267 9.571084 9.240243 7.361024 9.653501 12.814583 8.978021 12.159274 3.353535 7.728570 7.482813 13.287213 11.692266 12.254774 6.276363 -1.231413 NA 13.143607 11.630236 11.325706 6.177958 11.714926 12.0157534 12.6983808 9.5718916 11.4394451 4.2604171 10.9208524 8.1305114 5.4690068 9.2052791 11.2515318 3.6265443 7.4828128 12.8379200 8.3018972 11.2169421 10.5783357 2.4690003 11.9263882 6.5884913 7.0631880 7.7617892 8.6358462 11.0009885 10.2926195 9.8816585 9.2723932 4.0539715 10.0493383 8.7867679 7.5100346 11.2793318 10.3279446 11.6643322 11.2215810 1.9384740 8.2300469 7.3832775 12.5642593 8.8560305 7.8019909 10.0734893 9.4782201 12.9156930 3.5759174 10.6230464 9.3786696 10.5062375 12.0662004 9.8420398 12.5085591 11.9187909 9.5242898 11.2044982 10.0241864 10.8662706 7.4160256 10.3763603 10.2649221 1.0905147 5.3343180 7.0400310 9.3582187 11.5181752 10.2704048 0.7685866 9.5167604 8.3459964 10.3511801 TCGA-AL-3466 41 1 293 NA kidney stage iv t3b n1 m1 19-3-2015 male 2004 NA NA 0 kidney papillary renal cell carcinoma yes 10 NA white not hispanic or latino 51.60.0 4 3 3 NA 4 2 1 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 1.838026e-06 5.548757e-07 12.270420 10.920499 5.993552 4.519617 12.596139 7.148135 11.284860 NA 2.668732 5.256584 7.825428 7.759086 9.971747 9.036196 12.110831 9.541988 11.160267 8.529604 7.360923 10.325543 7.986319 9.383118 12.077615 3.157044 4.993552 NA 2.349705 7.349695 9.529604 7.881077 NA 8.144111 8.989940 11.520246 9.179418 11.281171 9.117879 8.050135 8.176243 11.733939 0.349705 9.265574 9.915749 9.975404 10.106251 NA 7.157050 9.025652 9.455603 11.548140 8.157050 11.772285 9.195185 10.163476 8.084404 6.077615 7.478978 9.463437 9.742012 5.437158 2.934649 8.813219 6.478978 11.881076 7.478978 5.904284 9.035985 11.015919 11.363018 10.091162 14.638201 9.374835 10.195185 4.157052 8.960720 8.022120 7.338380 2.708651 9.514602 8.676125 8.971747 7.817300 9.873257 6.979051 9.991747 7.157050 13.701876 10.595248 4.349698 11.292209 9.075470 6.993551 NA 8.796778 12.508936 7.865395 9.309697 9.271536 10.391354 10.328405 8.639714 6.993840 5.707246 9.060501 4.050136 NA 10.181002 NA 6.559148 9.512086 10.165078 8.676125 9.081014 9.625819 11.178617 8.377601 9.114567 13.002540 NA 10.253788 10.220060 11.000747 8.077615 9.499442 NA NA 2.934649 NA 6.326974 14.118500 8.050135 7.220060 9.514602 9.618822 5.809126 7.792639 8.945885 11.103747 9.306797 12.792120 6.888854 7.169874 10.456912 5.256584 3.671622 6.904284 NA 7.849541 14.784649 11.199100 8.653476 9.315479 7.478978 10.636253 8.821370 11.825043 9.372063 8.169874 9.529604 10.532524 9.583315 8.653476 10.253577 10.660308 9.380362 8.648903 8.583314 7.035635 11.209230 8.693991 11.765437 9.107918 6.131054 6.256586 5.707246 10.011473 6.756197 7.499442 11.015031 8.559148 11.252824 7.315479 8.724735 12.439807 10.577311 9.014782 0.349705 6.519621 10.901403 2.934649 9.466039 9.157050 6.303892 12.416121 9.007906 9.839543 11.157050 12.138821 9.431844 9.574589 9.094529 10.062222 8.892727 4.256588 9.369286 5.559149 6.707247 10.372063 4.934658 11.175449 8.549367 9.678370 8.833511 6.597622 3.349691 1.934667 10.799875 10.142485 11.805022 10.944020 8.809127 8.800906 5.817301 8.892727 10.446410 10.209230 8.452983 9.360922 10.389985 5.934658 8.865395 NA NA 9.283386 7.232338 9.823401 8.648903 8.404978 12.117052 9.869331 3.671622 8.630466 11.734479 10.025652 NA 8.616482 NA NA 7.404977 14.259776 8.504513 8.050135 10.683968 NA 9.648903 8.366503 9.571282 10.212332 7.784323 10.767547 8.805022 11.007013 11.018580 1.349705 10.487967 9.185745 5.775959 10.001303 9.800906 1.3905000 0.8327300 -0.0080344 3.1014000 -0.0067331 0.4563100 -0.0314290 2.7876000 0.0186530 0.9973600 0.9901800 0.9816300 -0.2460800 -0.4947600 1.3924000 1.3905000 0.8311600 -0.0549700 -0.4310600 -0.0629950 -0.0536210 -0.0874560 0.4670600 0.4477300 0.4035900 -0.5571800 -0.4853400 -1.2929000 -0.4899500 -0.0433400 -0.0433400 -0.0125170 -0.0125170 -0.5167600 0.0130640 0.0813110 -0.4712100 0.9973600 -0.489 -0.489 0.000 0.000 0.000 0.000 0.000 -0.515 0.000 1.344 0.000 -0.503 3.657 0.818 0.000 0.000 0.000 0.000 1.389 0.438 0.438 0.000 -0.476 0.831 0.831 0.000 0.000 0.408 0.000 1.389 1.389 0.448 0.448 0.000 0.000 -0.063 0.456 -0.497 -0.497 -0.243 -0.243 -0.489 -0.489 0.000 0.000 0.000 0.000 0.000 -0.515 0.000 1.344 0.000 -0.503 3.657 0.818 0.000 0.000 0.000 0.000 1.389 0.438 0.438 0.000 -0.476 0.831 0.831 0.000 0.000 0.408 0.000 1.389 1.389 0.448 0.448 0.000 0.000 -0.063 0.456 -0.497 -0.497 -0.243 -0.243 9.507042 10.825428 11.648330 12.645751 9.404977 5.157052 5.349694 8.050135 9.932778 NA 8.063940 5.104584 8.597622 12.567350 4.934658 5.478978 6.689545 7.588100 4.671622 9.104583 8.280432 9.541988 4.519617 8.022120 9.885981 9.716017 6.949607 12.334469 11.253577 5.104584 10.617652 3.157044 8.468636 7.825428 8.534570 11.722560 10.851532 11.177038 9.646611 3.519617 11.213881 10.363715 5.597624 12.129004 8.942152 10.907159 10.529604 6.578513 5.104584 10.707247 5.349694 14.379241 11.815261 10.400904 14.424589 12.901403 9.111246 8.763323 9.241479 6.349694 11.576107 11.996704 6.759085 8.564014 14.361970 5.104584 8.676125 3.671622 6.671623 11.101239 9.481552 13.470095 11.934188 13.002540 9.845550 9.602360 3.836409 9.250562 11.370675 13.714103 12.792120 10.969915 15.325812 11.942619 NA 9.318362 11.532710 10.523372 9.630466 8.653476 9.238438 10.592869 13.391867 8.821370 11.727968 8.410391 7.625819 7.733399 12.331612 11.716564 13.235582 8.274508 2.934649 NA 12.034005 13.433507 12.153297 8.195185 11.063941 9.989940 11.821878 11.160267 10.325543 5.964406 10.556709 11.826441 5.303890 9.958874 8.662578 0.349705 5.809126 12.011268 9.773861 11.334825 9.853521 1.934667 12.807076 7.687495 7.559148 8.978432 6.157050 6.689545 9.900442 7.207676 8.667108 4.256588 10.206120 10.430512 7.256585 9.673875 9.338380 10.836530 11.228512 5.707246 9.391354 4.256588 11.184695 8.063940 4.597621 9.315479 7.844511 12.565835 6.326974 9.358124 4.256588 10.011473 10.088243 10.144111 12.416121 10.732319 9.262584 10.062222 9.004331 10.298062 7.509566 9.000747 9.383118 NA 3.914077 4.597621 8.796778 8.835202 8.104583 3.157044 9.648903 6.519621 9.773861 TCGA-AL-3467 54 0 NA 1778 kidney NA t1b nx m0 19-3-2015 female 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 4 3 2 NA 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005712e-06 3.121176e-07 10.0930154 10.6823141 4.3019973 -1.2216232 4.4508549 1.9515505 11.5065653 NA 7.1585037 7.8008003 4.9077175 8.8552479 11.7549963 7.0592028 11.1017685 9.0890450 11.1474842 8.0935818 4.5597916 11.0099534 6.2378639 6.1534710 9.9781045 -1.2216232 7.9357791 NA 9.2429780 9.9787178 10.4353040 8.4204841 4.5597916 8.8310003 9.7143340 10.1042998 4.4222868 9.8777800 8.7798405 4.8445212 0.7784609 10.4321730 5.5333204 10.7289881 -0.2216232 9.7449376 9.1910019 NA 4.4788748 8.5663349 9.0592030 10.9960870 7.5986109 6.7150697 11.7398946 8.0707537 8.3615148 3.5857918 7.2582127 10.1851687 9.2541655 3.4788683 -0.2216232 9.2036480 0.3633393 10.5029460 2.8658990 10.4486459 8.0192238 11.5833699 8.8391282 7.3406744 14.5421114 9.5906095 9.4909591 5.7091693 10.0969751 8.0381755 0.3633393 3.1003554 7.3330211 9.1523850 9.4114273 9.8132311 9.7456585 8.0661446 7.4649329 7.7499760 12.1538790 10.6834430 NA 12.0084526 8.9538819 9.9878856 NA 9.3913007 10.6093435 7.9508597 9.1138226 7.6176357 9.2531521 11.9326174 10.3615150 6.2878121 3.5857918 8.8418272 -0.2216232 -0.2216232 9.4168680 3.0263574 9.7994121 9.5890039 10.3330210 9.4050538 9.6928174 10.7264344 11.7907687 9.0879086 9.8632407 13.8409844 1.5857798 11.5859723 11.4725724 9.7713706 9.0672983 10.8296412 0.3633393 6.9976007 3.2378696 1.3633954 6.6426178 13.4163589 8.1026130 3.7326274 8.6426182 9.9230905 0.7784609 8.5063528 5.1182808 11.7628507 10.1968120 12.1374583 5.1182808 3.6364158 10.5499217 2.8658990 9.2951171 10.0364092 0.7784609 8.7106470 13.7630732 10.1637553 12.8768756 10.3945215 7.3857623 10.5837730 7.5825635 10.3274323 14.6746937 11.6599286 9.4240907 10.8497504 8.0000192 8.4258906 13.1131245 11.1406500 10.4784384 9.2951171 9.2237783 9.8253789 11.1263303 9.1293714 10.1171685 9.1803784 8.0216063 2.5857798 10.6747646 10.6395192 0.7820730 8.2565144 10.9657843 9.6626027 11.6987850 10.2891963 11.1365339 11.6879503 10.1238374 8.3206322 6.6610755 7.4330679 10.8642366 0.7784609 10.1691386 8.3913007 7.0913148 13.2830650 9.0580429 9.2541655 10.1370834 10.1862310 9.1093491 10.8349547 8.6777890 11.3601035 9.0048443 4.7326274 10.5177909 3.1707423 NA 7.1138224 1.5857798 10.9833090 3.0263574 8.0216063 6.7305326 9.4339630 0.3633393 NA 11.5276732 10.6132983 11.6125081 11.8604149 5.5857858 10.9375877 6.6919207 11.6683164 10.8605813 12.0651344 8.7557121 10.7703083 14.5852839 2.8658990 8.5333196 1.3633954 1.1003722 10.2587175 8.7165417 8.3425819 8.4909591 9.0522278 13.4239781 14.2006941 0.7784609 12.0968338 12.2965936 10.3454376 NA -1.2216232 -1.2216232 2.2378696 8.3233966 14.3575419 10.9750343 9.0036396 11.6199966 NA 10.3267725 8.6127767 9.4535071 9.8928253 7.9878853 11.7987177 9.7362599 10.7002732 10.9822268 2.2378696 10.9157436 8.7557121 6.8612730 9.0269173 10.0114526 0.00083195 0.00000000 -0.00027724 -0.00207840 -0.00138580 -0.00124730 -0.00284930 0.00791750 0.00235810 0.00000000 0.00000000 0.00000000 0.00083195 -0.00466430 0.00083195 0.00083195 0.00000000 -0.00027724 -0.00027724 -0.00027724 -0.00027724 -0.00069303 -0.00207840 0.00305220 0.00305220 -0.00166960 0.00374650 0.00374650 -0.00284930 0.00152550 0.00152550 -0.00332430 -0.00332430 0.00416320 0.00360760 0.00444110 0.00235810 0.00000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.8876100 11.9662482 8.6762776 8.3894571 10.0054464 11.2122784 11.9942685 9.8187220 9.6699501 0.3633393 6.9383034 6.3633954 9.5029461 5.4366449 -0.2216232 -1.2216232 6.9281796 9.5374881 1.9483392 9.4375361 5.9281784 9.1867620 NA 8.6426182 10.0839240 11.1510252 1.9483392 -1.2216232 10.7710166 7.7557121 11.8084768 6.6853235 6.6113229 8.1115875 8.5182129 10.9083591 9.7749056 11.1856999 8.5825632 1.1003722 8.9332504 10.9383036 9.5490962 11.6274463 3.5333142 9.0405270 9.0969749 7.7091693 2.1003722 9.9262732 9.2882072 13.4706118 9.0764947 10.5829666 13.9028363 13.8711481 8.0638346 11.6474476 9.6808073 -0.2216232 10.1835737 9.1664496 -0.2216232 11.8396346 12.8825395 5.4649329 6.5532192 10.1104688 NA 8.8698677 9.2722876 12.0854907 10.7794885 13.8409844 9.4631808 10.8111667 6.0473726 3.9077175 9.2025984 11.2647645 12.1374583 13.0331656 13.0687391 11.5857871 NA 9.7692453 12.1164721 10.6905731 10.1702128 8.4258906 8.5565095 10.0375870 13.7849774 3.1003554 11.9460056 6.3253270 5.8658941 7.4150572 13.1675351 10.8817201 13.1964166 4.1003638 3.1707423 NA 11.5849818 11.6294004 12.2194246 8.0310974 11.6017994 11.2104521 13.6100858 11.1474842 11.0099534 5.4222868 10.4285864 4.4788748 1.7784189 9.9915364 13.2551803 5.5333204 7.6270552 13.0125408 8.9420819 12.0309498 10.9205392 3.5333142 14.3635708 6.3433439 6.6113229 8.0144942 3.6853235 9.3243619 9.9539818 10.1104688 9.2224117 3.0263574 11.1054234 9.2439987 10.6999013 10.3000326 10.2255155 10.3492367 12.3870336 0.3633393 8.8751473 5.8337149 13.5507427 9.1502088 7.1048618 10.3945215 9.4093090 12.5143055 6.4508582 8.2399116 2.2378696 10.6395192 11.0006234 10.6352468 13.2830650 10.5161020 11.0644123 11.3601035 10.0060482 11.6132055 9.2327315 9.8001062 9.8200913 NA 5.5466167 NA 6.7384341 9.7880369 10.2445087 1.9483392 10.3267725 8.7470990 10.5849818 TCGA-AL-3468 74 0 2331 1636 kidney stage ii t2 nx m0 19-3-2015 male 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 4 3 1 NA 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6091776 9.7828962 4.7625455 0.3031086 11.5545983 8.7742425 12.8449385 -0.6968914 1.1788740 8.3365387 5.9896159 6.7125064 10.9274544 6.7707220 11.2864658 12.3634741 10.1971758 8.1007774 5.7460601 11.1907173 6.7293801 7.5222841 9.7007905 0.3031086 6.0844746 -0.6968914 0.3031086 10.9247099 9.9150628 8.6738034 3.3905851 8.6911332 9.0139222 11.0671581 8.4323991 9.6496296 8.1765601 5.3254836 9.8461477 10.0621719 6.1979342 8.6046122 4.7949668 10.5699025 9.8852579 0.8880711 8.0646673 8.6911332 9.2660118 10.0844756 7.4879911 4.1610976 10.9904523 8.8691700 8.1072469 2.8880711 5.5510422 8.7909561 9.4817807 6.2219795 4.3905783 9.5307319 0.3031086 10.6250440 5.9324723 4.7949668 10.4142516 11.7348747 11.0310364 6.7543277 15.2179215 7.9178256 10.2818263 4.4323983 9.7272822 7.8344976 NA 4.4960980 10.2257003 10.5367356 8.6091776 9.3852649 9.2732219 8.8049532 8.8615367 6.2100069 12.8326685 10.4246494 NA 10.8696457 9.5270572 7.7501991 NA 8.3420351 12.3094420 8.4116402 8.9379270 7.3799311 8.9269975 10.4892301 7.9648942 10.0271693 -0.6968914 8.9861105 NA NA 10.5295281 2.4730336 5.3905783 10.1665279 10.0671582 8.6584671 10.3406628 8.4655072 11.4590251 9.4116404 9.7093210 13.6350125 0.8880711 11.2678755 11.5563725 10.5599143 10.1375869 10.3317127 NA 2.1104635 3.3905851 NA 8.5052399 13.8321804 10.4426673 11.8541031 10.1023975 10.8524193 2.3031086 8.1296643 4.6606663 11.0717138 11.5599143 11.5644410 6.5605040 6.4426665 10.7939668 4.1104718 1.6250366 5.6068952 0.8880711 9.9790729 13.4690435 9.8672655 12.3882564 9.9187455 6.7125064 9.8852579 7.6997210 10.2641459 12.5362862 8.0173613 5.9896159 9.8995666 11.0654979 8.6429658 11.3413490 10.3434056 11.7180654 9.4439458 8.9134947 7.5406124 12.0883640 8.8089275 10.2189953 9.7156858 9.4515926 NA 7.1548647 10.6103167 1.8952638 9.3315745 10.9773082 8.4375424 10.5216791 8.7808740 10.2419604 10.6199631 10.7460594 9.4345357 0.3031086 6.9469718 9.6584670 NA 9.1796330 9.2219790 6.7543277 12.1495857 11.3492168 9.0361313 10.6154317 10.5337369 8.9666742 10.5484488 8.9122948 11.3174851 7.9178256 0.8880711 10.5462899 4.3031159 2.6250366 7.8538628 2.1104635 10.3324032 2.1104635 6.9541672 3.7625508 3.8880808 0.3031086 NA 11.6686182 10.5510435 10.6523971 11.6317908 9.1168970 9.5850459 7.0702412 8.0877508 10.9048867 10.0721272 9.3529644 9.1501733 10.0344349 7.0173619 9.3282555 2.3031086 NA 10.1478217 7.5415210 8.2746596 9.0861142 9.9586467 11.1849946 10.6814108 2.1104635 9.2368066 13.0898960 9.8852579 0.3031086 4.2573124 NA 1.3031086 7.3199241 13.2110393 10.5046272 7.9361108 11.4601470 NA 9.3945512 8.9375277 9.7717400 9.7999696 7.7543270 11.2692608 9.9861105 10.5652107 9.5780764 2.6250366 9.2946377 9.6373893 5.5510422 6.8109109 11.2988830 -0.0145970 0.0128670 0.8126900 -0.0051890 1.5989000 -0.0137550 0.7818600 0.7548100 -0.0480010 0.1676700 0.2008800 0.2215300 0.1933700 -0.0082286 -0.0082286 -0.0145970 0.0056929 0.7913400 0.7913400 0.7913400 0.8126900 0.0160040 -0.0051890 -0.0191050 -0.0191050 -0.0032523 -0.0076763 -0.0076763 0.7818600 -0.0082286 -0.0082286 0.0132860 0.0132860 -0.0094707 0.7814800 -0.0046358 -0.0480010 0.1676700 0.782 0.782 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.746 0.746 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.779 -0.853 0.000 0.000 0.000 0.813 0.813 0.000 0.000 0.000 0.000 0.000 0.000 1.581 1.581 0.000 0.000 0.000 0.000 0.201 0.201 0.782 0.782 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.746 0.746 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.779 -0.853 0.000 0.000 0.000 0.813 0.813 0.000 0.000 0.000 0.000 0.000 0.000 1.581 1.581 0.000 0.000 0.000 0.000 0.201 0.201 10.4879912 11.7992207 11.9779702 13.4508773 9.4285293 0.3031086 3.6954371 9.6943595 10.4096788 NA 7.6295453 7.4978726 8.9048866 13.3533047 4.8577024 4.6606663 5.9896159 3.3905851 5.6781564 8.1548652 9.8019652 10.2932199 3.3031232 9.3998310 10.2030543 9.6068967 5.2100069 8.1360057 9.5827265 6.6068967 11.7481980 4.1610976 6.8653584 8.4604629 9.0276299 9.6440787 9.7199134 10.3379149 8.8748686 NA 10.9764250 8.6738034 9.7959705 10.8422747 4.0035573 9.6606679 9.4246494 6.7039949 2.8880711 8.6781554 5.2803959 13.0085323 10.4496846 9.6463016 13.3214900 12.7838947 7.6068967 6.1734813 10.4090244 6.0844746 10.5628592 9.0087482 2.4730336 7.0035561 12.7330456 5.1104718 10.4792891 2.3031086 -0.6968914 9.9342930 8.7251808 12.7930893 10.6835770 13.6350125 10.1080535 8.7460594 5.9282400 10.6551593 12.0013865 12.5551900 11.5644410 11.6773403 12.1562305 9.9532702 0.8880711 10.0746054 9.4388251 10.8941707 8.4220568 8.6429658 7.5319343 9.6943595 12.2654697 7.6997210 11.3087404 2.7625402 6.0975307 7.4477742 13.1273985 10.9118327 12.5477770 9.8227521 0.3031086 NA 10.0999667 12.4330428 11.1956436 7.1857585 11.2914456 11.3464850 12.1680758 10.1971758 11.1907173 4.3905783 10.9025639 10.4445845 3.3031232 10.0310363 10.2760957 6.1979342 8.1517391 12.5267919 10.0276297 10.8729715 10.1438939 0.8880711 14.7785327 6.7940064 7.4220572 8.1755136 6.4323983 8.3143431 10.0318867 8.8861986 8.5222845 3.9469741 10.1964175 10.2988830 8.9913662 10.5325356 9.8796002 11.3859302 11.6006054 NA 10.7589568 0.8880711 12.2007496 8.9324726 6.2100069 9.9187455 8.8728765 12.3754160 NA 10.0671582 1.3031086 10.6103167 11.2151669 9.9113707 12.1495857 11.1427134 9.1688491 11.3174851 10.6535026 10.1128840 8.0479495 9.2264435 10.4805355 NA -0.6968914 1.6250366 9.1994483 11.5937540 9.0646671 1.3031086 9.3945512 7.7949688 10.6792413 TCGA-AL-3471 74 0 NA 412 kidney stage i t1b nx m0 19-3-2015 male 2006 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 4 3 1 NA 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.2605418 9.2011089 4.7326599 NA 13.1124870 8.8805567 13.3389700 NA NA 7.7388658 6.0645035 9.0320264 10.4483268 8.6690955 12.0033183 10.5880660 11.4958157 8.2925319 3.8746789 11.2707491 6.4292678 7.0446050 8.8718590 2.1966070 7.2755593 NA 5.5185351 11.1355991 10.3655304 8.7233026 5.1966070 8.8142588 8.9541643 11.3402459 7.4671368 9.7935428 8.6428640 4.3341106 6.8859062 10.1391222 5.6025994 7.8171941 3.9621418 9.4857044 10.1308882 NA 6.2840699 7.5040364 9.0471070 10.2766257 8.0294976 6.5328904 10.5778564 8.8201234 8.1034982 3.7815695 3.8746789 8.1273449 9.2300305 5.6820339 5.1226065 8.8230468 NA 11.3620172 6.5185351 9.4502188 8.8054169 8.4138382 10.0694363 9.9975075 14.3101545 8.7511966 10.5742520 5.4292678 11.1402946 8.2840703 3.4596414 5.0969449 10.6253865 9.9407687 8.6228725 9.1484751 8.9380746 7.8633643 8.9858152 5.1966070 12.6737587 10.8252354 NA 10.5620552 9.6005229 7.7994921 NA 8.5221378 11.8411850 8.6916633 9.1344227 7.2145299 9.9581589 10.6076948 7.5400156 9.4438706 4.5751187 8.5820388 NA NA 10.8091076 3.9621418 7.8519595 9.7710118 10.4369220 7.3824745 10.3453384 8.6658425 11.3894281 9.4273487 9.5699078 13.4209711 4.1966070 12.0445450 11.5668591 10.6511125 11.6763879 10.2872494 0.8746789 1.4596414 -0.1253211 NA 6.6690948 13.4891593 9.3422852 10.3814829 10.2377192 11.5076747 0.8746789 8.7634229 5.3341106 11.3463547 11.3253753 12.4253902 6.2145290 5.8970468 10.6666564 7.4215743 5.3009437 8.9081026 NA 9.8845082 13.3740272 10.7913054 12.2527034 9.4948994 7.3903796 10.5355668 8.0889986 11.3522304 11.1738875 8.6428640 5.9832034 9.7965205 10.0645040 7.2925324 11.5306574 10.6739612 11.0938481 8.7170300 8.4138382 9.2003447 11.8651381 8.6625822 10.6345677 8.8142588 9.6804233 NA 7.9025855 10.9218035 3.8917108 8.7388658 11.0706669 9.3051322 10.7875689 8.4254262 9.9394223 11.4373989 9.7059867 9.2371495 3.7815695 7.4967316 10.1022954 4.3982409 9.4311856 8.0091058 6.4138378 11.7789378 10.3422851 9.3685351 10.6362307 10.8230467 8.8433464 10.4890121 9.0244266 11.0332892 6.6428633 2.6820339 10.4244641 4.7815695 0.8746789 8.0091058 3.9621418 10.0358114 3.0446040 5.8746789 6.2145290 5.2669964 4.6295665 NA 11.0433516 10.5550390 10.8803041 11.8753838 5.3982409 9.2256186 7.1564704 8.9674367 10.6972504 10.3289788 8.4138382 9.6278962 11.7819458 8.1367743 9.5559179 -0.1253211 NA 9.9647919 7.4820101 9.0320264 8.8201234 10.2055964 11.0986812 10.4225380 3.6820339 9.6059985 13.7376074 9.5022134 NA 4.3982409 NA 3.1966070 8.1130842 13.8733581 10.9825504 8.2453668 10.6494665 2.8746789 9.5906415 8.0344501 9.5751192 9.3685351 7.6948586 10.9541643 9.7186005 9.5940683 10.6228723 3.8746789 10.0420976 9.2055963 6.5751187 9.2475445 11.2840705 -0.00097017 0.86156000 0.90170000 -0.02145000 0.89527000 0.90815000 -0.02123500 0.91621000 0.00000000 0.26970000 0.28804000 0.28804000 0.28967000 -0.00097017 -0.00097017 -0.00097017 0.86156000 0.90170000 0.90170000 0.90170000 0.90170000 -0.00456950 -0.01958300 -0.01312700 -0.01754100 0.93956000 -0.00498440 0.00054033 -0.02123500 -0.01684100 -0.01684100 -0.00636680 -0.00636680 -0.01187600 0.92006000 0.01558700 0.00000000 0.26970000 0.000 0.000 0.000 0.000 0.890 0.890 0.000 0.000 0.000 0.920 0.920 0.919 0.919 0.000 0.000 0.000 0.000 0.000 0.000 0.911 0.911 0.000 0.000 0.862 0.862 0.902 0.902 0.000 0.000 0.000 0.000 0.000 0.000 0.895 0.895 0.908 0.908 0.000 0.000 0.270 0.270 0.000 0.000 0.000 0.000 0.890 0.890 0.000 0.000 0.000 0.920 0.920 0.919 0.919 0.000 0.000 0.000 0.000 0.000 0.000 0.911 0.911 0.000 0.000 0.862 0.862 0.902 0.902 0.000 0.000 0.000 0.000 0.000 0.000 0.895 0.895 0.908 0.908 0.000 0.000 0.270 0.270 8.1784602 12.0055718 10.8880022 13.5850555 9.8519595 -0.1253211 3.3341106 9.4948994 10.2739575 NA 8.1273449 7.3982418 9.2100698 12.9838572 3.5751187 3.8746789 6.3504124 8.5149243 2.4596414 8.9647919 11.8760877 10.0595548 1.8746789 10.0142309 9.6674698 10.0026738 4.3341106 13.8969606 9.6804233 7.9568286 11.7318714 5.4596414 6.5328904 9.0986811 8.4138382 9.8803041 9.7527304 10.2755590 9.0669723 2.6820339 10.3093077 8.4930649 8.8548192 10.7580865 5.1966070 9.6395511 10.1988601 7.2497193 0.8746789 7.6026001 7.2055968 12.7693078 11.2508049 10.1046999 13.7812883 12.9402639 7.8054169 8.9779673 9.2123013 4.0446040 10.3814829 10.0294976 5.1600812 5.6025994 12.8197575 8.1320673 6.2145290 1.4596414 NA 9.9897232 8.5435643 12.4421603 11.4638625 13.4209711 9.9740273 8.1554502 7.9197292 9.2967444 7.6093893 13.2293421 12.4253902 11.2200848 12.1525481 10.0974744 NA 11.0218844 9.8887000 10.3124316 8.9025855 7.2925324 8.2669968 9.8039380 12.2935863 4.9190731 11.6304017 6.6025994 7.7875689 8.0545886 12.4713841 11.1154709 13.8155437 7.7994921 NA 1.4596414 8.9326713 12.1112917 11.1546150 7.3504133 10.6511125 11.2327813 12.3775113 11.4958157 11.2707491 5.6295665 10.8237767 7.1034987 5.8519589 9.6788105 11.6800203 5.6025994 8.9380746 12.4005991 9.6980467 10.4577623 10.4985610 3.7815695 14.2485642 8.4985608 6.9621418 7.8302135 6.3665320 6.9621418 9.5346754 8.4177112 8.3785051 3.6820339 9.9621424 10.1332455 8.7419584 10.4118979 10.1830186 12.1684385 11.6436909 1.8746789 10.3765167 0.8746789 12.3195184 7.6362309 6.7075690 9.4948994 9.5828668 12.1915267 NA 9.8346815 NA 10.9218035 11.2043525 9.7542627 11.7789378 10.2508049 8.2322314 11.0332892 10.5031251 10.3755214 9.2883076 9.3745255 10.1094969 NA 3.9005964 NA 7.5611802 12.0922071 7.8346815 4.1966070 9.5906415 7.2755593 10.4186779 TCGA-AL-3472 57 0 NA 923 kidney NA t2 n0 m0 19-3-2015 male 2008 NA NA NA kidney papillary renal cell carcinoma yes 8 1965 black or african american not hispanic or latino 51.60.0 4 3 1 NA 4 6 1 3 1 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907385e-06 7.282743e-07 9.3204969 8.9458503 7.4041410 1.5857798 10.2737876 10.6663915 12.9748806 0.3633393 0.4199703 7.1359842 6.5399839 8.6580154 10.0672983 7.9483573 11.0012271 11.0325750 10.8035717 8.1071072 6.7952410 11.2247401 9.6845712 4.7784346 10.8455304 2.5857798 7.4473172 NA 5.4222868 11.3195288 10.6352468 9.4579123 2.6853123 8.3577482 9.7635626 10.5257860 9.4276883 9.6595463 8.5679660 4.9682567 9.5274635 9.4883776 6.8921748 8.2046968 5.6239224 9.7165415 9.9496091 2.5857798 9.0901804 7.8337149 9.8262378 10.2551784 7.5299763 2.6853123 11.1716564 8.9854466 7.8895678 6.8498942 5.2541669 8.6254897 8.7267995 4.7557101 6.8063382 8.8685445 3.4788683 11.9395641 4.8869549 9.9811682 8.0475357 13.8723036 9.1707496 9.8718498 14.4015421 8.2682800 9.2327315 5.7557128 11.0328704 8.7413281 4.8008016 4.6044747 10.7784322 10.0009977 8.8777801 9.8619115 9.0417013 8.3727567 8.9963899 6.1962844 12.5119772 11.1279899 NA 10.5890038 8.8104090 9.5020931 NA 7.5597916 12.3916461 9.4693032 8.2067922 7.5063528 9.0251728 10.7791365 7.5029463 6.5244085 1.3633954 9.0638346 1.3633954 NA 9.5540426 3.4222868 8.8391282 10.1507532 10.1332325 8.6239221 10.2182630 9.4832005 11.1010843 9.6972955 10.0096534 13.9360949 NA 10.5375048 11.0539747 11.0927322 10.7050988 9.8941261 NA 8.1093491 4.4222868 0.3633393 6.3857623 13.1876242 12.3126135 8.5857873 10.5918126 11.4952517 1.1003722 9.4437680 4.1359863 10.4508575 11.0048444 11.4034561 6.8711894 6.9976007 10.6572495 6.6972957 4.3931416 8.8173511 1.1003722 8.3387649 12.6941249 10.7088000 12.5504374 9.0661446 7.4753995 10.4710477 8.4579123 11.8442791 7.0822129 9.8418272 6.4294837 10.4116454 9.7528467 7.0216063 11.8419958 11.1277134 11.4832004 8.3311015 10.0497669 7.5597916 12.5511592 8.4995314 10.4614268 8.6898243 9.6610753 NA 8.7121229 10.3029739 1.1232689 7.5029463 9.9903206 9.4605491 10.1014870 8.8173511 10.8622439 11.1973390 9.6199965 9.1242366 5.6487962 8.7868610 9.8999657 3.1003554 5.8658941 9.2551785 4.9077175 12.3545622 10.7006449 9.7442164 9.9633075 10.6235302 9.3662096 11.2719900 9.5416445 10.2249987 4.3931416 0.3633393 10.5585618 6.3330211 1.1003722 4.8445212 3.3019973 9.5622489 2.1003722 7.3482882 7.0466231 5.8337149 NA 1.1003722 11.2650159 10.6049807 11.0696029 12.0048444 4.1359863 8.0958448 6.5377216 9.3185602 11.3949810 10.9002895 8.4526247 9.6732501 11.3977352 5.1534730 9.4552709 NA NA 9.9332503 7.7062100 9.3463883 8.4312774 10.7773752 11.7174604 10.3141936 3.4788683 10.7603562 12.4297082 10.5354054 NA 3.0263574 0.3633393 NA 5.6239224 15.0291562 11.2938857 6.2862269 10.7231443 NA 8.4473172 8.3368529 10.0701785 9.5433039 6.9433388 11.4601099 9.7135972 9.6740075 10.1337833 2.9483579 9.9577193 8.9179836 4.7557101 8.9938560 12.0279902 0.00000000 0.01483600 0.00161210 -0.00821430 0.85574000 -0.00074511 -0.02853600 0.80148000 0.61473000 0.04084900 0.02099000 0.08704600 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11.1864965 10.2004970 NA 9.4823359 9.4371971 10.0216062 7.7699542 13.6422797 9.9564746 8.3690193 12.3283300 4.0638308 7.2822582 9.6231380 9.8425014 9.4402104 9.1480296 10.2990509 9.6168484 1.1003722 10.7780799 9.0992329 8.9707251 10.1221731 0.3633393 9.9595844 8.8269190 6.4579127 5.3931416 8.7456585 5.5333204 12.0854907 11.5122949 9.4823359 14.2909875 13.0461699 6.0452180 7.7528469 9.4032277 6.9927514 10.7994121 9.6777892 5.0822129 8.7671168 13.5738124 7.7442163 7.3746222 2.1003722 1.3633954 9.2511231 8.3482878 12.9102088 11.3323014 13.9360949 9.1392794 7.7326287 6.7892676 11.8703634 6.8118550 11.8456985 11.4034561 11.8127153 12.0491655 10.0696030 0.3633393 10.2561905 9.8472105 9.8869567 9.1578105 7.0216063 7.9657843 10.0742012 12.3846060 7.1359842 11.2968395 6.4150572 6.7614262 8.6176361 14.1369917 10.3783450 12.8745708 8.4857915 2.4788683 NA 8.7106470 11.7130445 10.7647720 8.4240907 10.2260321 11.3286980 12.0706100 10.8035717 11.2247401 5.4926768 11.4222884 8.1249458 4.7091693 9.3746220 10.6760735 6.8921748 9.2561905 11.2702603 7.8035719 10.7921038 10.4745303 2.5857798 14.6407548 5.7976901 6.3019936 7.4904089 7.1793120 6.3406744 9.3473383 9.4710478 8.8555684 5.1707503 10.2218939 9.7470990 6.9976007 11.0638344 10.1496643 11.1337833 12.2138420 3.5333142 9.8445214 5.0072493 13.0586266 6.3558602 6.8711894 9.0661446 9.7040682 12.0418481 3.8658990 9.5687808 -1.2216232 10.3029739 10.8384526 10.0879086 12.3545622 10.7351714 9.4823359 10.2249987 10.9768773 10.8170083 8.9038457 9.8187220 10.6694564 0.7784609 2.1003722 NA 7.4150572 12.0058947 8.0310974 NA 8.4473172 8.3098137 10.1348842 TCGA-AL-3473 55 0 NA 763 kidney stage ii t2 n0 m0 19-3-2015 male 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 2 2 2 NA 3 4 1 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.55277052 7.23464023 7.87345211 7.64725478 9.52260527 8.35976713 12.77542892 7.93234587 10.27010642 6.95407065 2.82283210 9.07886651 9.46255462 5.32532525 13.70761466 NA 6.85257320 NA NA 9.88017338 10.27678278 7.66412867 3.33739712 8.94423650 9.43050900 9.92885958 11.41795059 9.79846969 8.18706499 6.23140937 8.70080416 9.01359178 6.32532704 11.27069671 7.88172029 9.98269773 9.29004374 5.75243819 11.18037832 8.46805581 10.50999367 10.58057346 7.37302346 3.07436842 10.39006177 9.95505062 7.89198840 4.63996143 0.01549757 8.83458608 8.12921346 1.60041249 8.20529573 10.14389540 0.01549757 10.81852618 6.63018120 3.75243819 10.57445010 7.55979158 11.53788945 8.75693854 15.93170855 7.66652299 11.39971553 5.03041995 9.68376557 8.20694206 4.77035864 1.54818999 8.72512968 9.89198840 9.40133373 9.38106486 8.29624218 8.76589935 8.85362489 5.99275031 13.46397493 10.70372175 0.75240607 10.22085737 10.87091873 5.90624124 -0.56939357 1.75244889 12.30740951 8.18372569 8.67368291 7.96383880 9.62156803 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10.337399 13.532731 5.430509 8.704304 13.008505 6.325327 4.839899 12.125627 10.584061 11.015237 9.271287 2.600436 13.986925 8.120612 7.517972 8.856669 9.468056 7.827113 9.529199 6.986900 8.726278 7.627726 11.604498 9.636302 7.869301 10.730861 10.657523 10.221265 10.743392 4.211869 10.522936 2.430499 11.131287 8.607928 6.683174 8.599181 9.638554 12.400165 4.102935 9.391959 2.600436 10.550098 10.413859 11.212074 12.316110 11.584536 6.725129 9.341901 11.094734 10.620333 6.337399 9.136141 9.012651 1.015498 NA NA 10.771472 12.326482 7.399175 4.237862 7.998465 8.015471 9.889428 TCGA-AL-7173 72 0 NA 1357 kidney stage iv t3 n2 m0 19-3-2015 female 2008 NA NA NA kidney papillary renal cell carcinoma yes 50 1958 white not hispanic or latino 194.47.0 NA NA 2 3 4 6 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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10.2935288 7.9650431 12.4493544 11.0968590 9.5760593 7.3964190 6.0696098 11.2631134 7.5749832 4.4723708 14.5059337 0.1870076 6.1177034 NA 7.1411620 10.3039596 10.2517087 9.2354528 3.7105254 9.2731021 9.8804529 9.0878327 9.5032474 9.5889119 8.9131841 6.6626997 6.6788184 9.3556381 7.3007076 11.4446483 7.8943249 10.5538345 9.9080650 1.9943263 9.6555899 7.6174182 10.2100272 10.8943250 6.8016760 9.1713842 10.0221005 9.0711365 7.5792835 7.0757091 1.7719278 8.9485170 8.0604101 3.9943172 6.1294809 10.1258103 9.0983580 10.0055481 6.0573311 7.6215940 7.6828212 12.8621511 10.4850285 8.6111322 16.3099657 7.8053511 9.4217834 3.5088976 10.3398844 8.1469678 6.7026659 3.2348538 8.4861737 8.4630903 9.1338722 9.9846274 8.8016757 8.5771350 8.9830055 5.6132311 14.3211515 10.6330153 NA 11.0946077 9.8252570 8.1953944 0.1870076 5.9148874 12.1520286 8.6257578 8.9131841 7.3618912 10.4775608 10.9817878 7.1813193 8.7915934 5.2954916 7.5133952 2.1869759 2.7719278 9.7202956 3.3568903 8.6443466 10.0371527 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2.6463931 9.8424966 -0.8129924 9.3129862 6.1869660 2.8874083 NA NA 12.0665491 11.1628138 11.1763604 11.5838382 8.0511518 7.0198553 6.8310386 10.0581011 11.4223818 10.2651166 8.4396314 9.8960497 11.3162489 7.1981936 10.1272795 NA NA 10.2770782 6.4815863 9.8053513 8.6907918 10.7100377 12.7366302 11.3863315 5.7568205 10.1720963 13.2611910 10.4566770 NA 2.9943263 -0.8129924 3.1869600 4.6463989 13.9760919 10.2190117 5.7261255 11.0067458 -0.8129924 7.4953050 8.8108473 10.5004158 8.8380176 6.6381767 11.6461413 8.4372644 10.8429437 9.2121055 4.9418528 8.9216755 9.0848113 3.0938644 7.9252607 12.1633510 0.0025868 0.4513900 -0.0110330 -0.0109220 0.4716200 -0.0065050 0.0000000 0.0141900 0.0228650 0.0437230 0.0437230 0.0437230 0.0437230 0.0176840 0.0025868 0.0025868 0.4513900 -0.0048461 -0.0048461 -0.0048461 -0.0048461 -0.0139530 -0.0109220 -0.0226060 -0.0226060 -0.0065050 0.0056152 0.0056152 0.0000000 -0.0019399 -0.0019399 -0.0095513 -0.0016629 -0.5158900 0.0157270 -0.0008316 0.0228650 0.0437230 0.000 0.000 0.000 0.000 0.472 0.472 0.000 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.472 0.472 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.472 0.472 0.000 -0.516 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.472 0.472 0.000 0.000 0.000 0.000 0.000 0.000 10.7343425 10.6897977 10.4964422 10.6692696 8.6381770 0.1870076 3.0938644 10.1628139 10.6239949 NA 9.3033097 5.1642473 8.1206568 13.0093375 6.4723675 6.5532883 5.6626983 7.7794226 6.6048186 7.2368140 10.2016838 10.0938564 2.6463931 9.7075845 9.3945416 10.3411511 7.9046424 12.1075048 10.1855562 7.4205851 12.7746250 6.5356937 6.8943255 8.5984769 8.6927773 9.9592804 9.2731021 9.9242132 9.4037117 NA 10.8571795 8.7942963 7.9584553 9.0007471 2.7719278 10.0457240 9.1324098 7.6048186 7.2954907 9.2449577 6.4907466 12.5064969 11.9603112 9.4595956 12.4412564 12.7000766 5.4537513 9.8389144 9.9259026 7.6504903 10.0779901 12.0946077 7.8839336 6.1294809 13.3653973 5.1177034 9.6907916 4.0938559 1.1869442 10.4325186 7.4861737 12.5752523 8.7756804 13.9702711 8.2717744 6.6463974 5.0504103 11.5046611 10.4006776 14.0384221 11.8294689 11.3449443 13.7121808 9.9089195 1.1869442 10.7826896 9.9633988 9.9846274 9.0465006 6.7183479 7.7905922 10.1904837 12.1050837 8.4205856 10.9067825 5.5792827 7.0634824 7.8163226 13.7927324 11.3712213 11.7299977 8.7998343 -0.8129924 NA 7.4537521 12.4997070 10.7825218 6.4443540 9.7183474 11.118442 12.009736 9.576059 11.263113 6.295490 10.232043 11.994723 4.710525 9.114744 12.181192 7.300708 7.032456 11.485266 9.550005 11.056945 8.354384 3.830823 13.561530 6.911343 6.662700 7.594956 7.439631 7.526816 8.911480 7.733860 8.592107 3.093864 9.559831 9.340518 7.175650 11.893678 10.272438 10.366875 10.284998 3.434895 9.935159 5.873466 12.885955 6.508894 7.186966 8.700694 9.927244 13.063962 7.883934 9.371841 3.710525 10.838915 10.454338 10.368118 13.178576 10.303960 7.941853 10.164246 11.337030 10.286971 7.686811 10.299405 10.751115 3.274426 NA 1.186944 9.239534 11.695830 7.044947 2.508885 7.495305 7.948517 9.482735 TCGA-AL-A5DJ 54 1 1498 26 kidney stage iii t3a nx mx 19-3-2015 female 2009 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 281.43.0 NA NA 1 1 4 2 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6465428 9.4620691 7.0539845 -0.7338431 12.7900111 9.4623518 11.0280484 2.8510394 3.7694332 2.4360019 7.1487247 7.8013572 9.9260776 8.6037035 11.9876082 8.3213640 9.8613391 6.5328686 8.7679189 12.1300743 9.1729722 4.9385069 11.8860724 2.4360019 5.2884509 NA NA 10.1107875 9.7599371 9.1517782 3.2660819 8.7336872 10.1318150 9.8936155 8.5258250 9.8771065 8.7090252 7.2939875 4.3104783 9.7131650 5.5698617 8.4997012 NA 9.9072303 8.5561006 NA 7.9385069 6.1729715 11.8144220 10.9790385 7.0669814 11.2034556 10.2490753 10.1744743 8.1879226 4.1240634 4.0734347 9.3200076 6.9803270 3.6583943 4.2660819 10.5281766 3.5140086 10.1193913 NA 4.5514853 7.9242929 10.2282547 9.9420388 8.5328682 16.0491439 7.9871810 9.4706528 4.5880070 10.6738806 7.9099381 5.7738750 4.7817793 10.3022553 9.6583991 9.1593832 10.6712232 9.2953690 9.2618488 11.4897818 5.8359367 13.9147202 10.3927862 NA 12.1135306 9.6329939 6.4559058 NA 6.8881332 12.5853304 9.0814651 7.1487247 8.1938594 9.5629979 11.7564312 8.0604976 8.4118863 NA 7.7817813 7.7896438 NA 8.9717140 3.5140086 8.8936155 9.9999445 10.2210050 9.9647863 10.5572524 7.9734408 11.5547979 9.9072303 11.1971886 13.3109027 3.4360019 8.7337689 9.1193912 11.2939877 8.4876688 8.6148099 NA -0.7338431 0.8510394 1.2660969 6.7090245 14.1709515 12.0609037 -0.7338431 10.9600042 11.9751655 -0.7338431 7.7296058 8.9278597 9.9420388 10.9871809 11.2187938 6.2318663 4.8206691 11.5267073 3.2660819 3.8510394 8.2289779 NA 7.5375446 14.3581368 10.2681935 7.8807914 9.0292941 4.5140086 8.6839343 8.8678526 9.7084758 2.4360019 8.1938594 6.8807920 9.3006745 8.3132055 6.5234694 9.4208998 11.1072529 11.3518861 4.7896458 10.7925810 1.1652366 13.8462225 9.4888767 8.3240734 10.1178307 7.7974631 1.2660969 7.0276329 9.8501046 3.3535491 8.4408326 10.3145686 7.5422062 10.3843740 10.1364465 10.4113771 12.0704144 10.6048181 8.6629005 5.7579353 10.1827077 10.0109155 NA 9.4694298 8.0766532 2.2660669 12.9844005 10.4645268 9.6923465 8.8807914 9.4730961 8.1425988 11.5204992 10.7280726 9.7817815 6.1364457 NA 8.3294766 2.8510394 3.7896458 6.4259527 3.3535491 9.1908943 5.7255121 6.3953645 7.2832245 3.8510394 1.2660969 0.2660369 11.3614787 10.9820437 10.8510442 12.6898542 10.1990346 2.8510394 6.8585393 8.3561940 10.8927034 10.5913871 6.8807920 10.4858553 9.0159510 1.5879890 10.2870616 0.8510394 NA 10.7007099 4.4360086 9.9914480 7.9734408 10.4151937 8.5092556 8.1517782 6.1849447 5.9242923 8.5969985 11.9449019 NA 8.3561940 NA NA 2.2660669 13.3109027 10.3641137 6.5607027 10.3914952 1.8510394 7.9974008 9.2618488 12.1337466 7.6712233 7.0474413 11.1646831 8.8033000 10.7007099 9.5328682 2.9665228 5.9385069 9.8890486 2.8510394 7.5422062 12.0649585 0.4704300 0.0288470 0.0109260 -0.4921800 0.2121700 -0.0847140 -1.0290000 0.3154000 -0.0769990 -0.0485320 -0.0485320 -0.0771320 -0.0474500 -0.6042300 -0.0274530 0.4704300 0.0288470 0.0038296 0.0038296 0.0316610 0.0316610 -0.4989600 0.0472110 0.4177400 0.4132200 -0.0847140 -0.3582200 -1.2929000 0.5398800 0.1720500 -1.0401000 -0.5033300 -0.5033300 -0.4447400 0.0183270 -0.9507500 -0.0769990 -0.0485320 -1.029 -0.543 0.159 0.159 0.000 0.000 -0.476 -0.445 0.513 0.000 0.000 0.315 0.315 -0.436 -0.436 0.000 0.000 0.470 0.470 0.000 0.000 0.000 -0.393 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.356 0.356 0.218 0.218 0.000 0.000 -0.358 -0.358 0.000 0.000 -1.029 -0.543 0.159 0.159 0.000 0.000 -0.476 -0.445 0.513 0.000 0.000 0.315 0.315 -0.436 -0.436 0.000 0.000 0.470 0.470 0.000 0.000 0.000 -0.393 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.356 0.356 0.218 0.218 0.000 0.000 -0.358 -0.358 0.000 0.000 10.5891365 11.3719902 10.8278470 5.2433606 8.5020959 -0.7338431 4.8807933 10.2583120 10.2981480 NA 9.4521959 9.8387819 8.3772175 15.0475951 7.7699072 8.1178306 6.7090245 3.5880130 7.9905958 7.3850228 6.1609000 11.2932966 5.2202796 10.1029211 7.6881468 9.7837511 5.4158296 3.3535491 10.1201709 6.6411211 12.5988176 3.5140086 6.5969992 9.4385093 4.8807933 9.7172927 9.058872 9.346899 11.643563 2.436002 9.405633 9.341561 8.070213 9.083065 3.658394 11.513713 9.487669 8.098972 7.713165 9.709025 7.729606 12.855031 11.542497 9.091040 12.382751 13.174568 6.485250 9.697579 9.432245 4.220276 10.921612 11.359829 6.385022 9.549170 13.332087 4.623633 7.528177 2.966523 3.172967 10.307741 7.130268 11.617297 9.342897 13.310903 7.475535 7.688147 5.984307 11.073034 11.184200 12.971066 11.218794 12.754801 13.386806 8.428473 2.266067 11.978394 5.909939 9.561851 8.871561 6.523469 8.014274 11.308425 11.908359 8.263261 10.606488 6.020969 9.299505 6.485250 14.674341 11.484645 11.449407 9.042515 4.436009 NA 11.066577 12.799898 10.663205 6.924294 8.441007 10.7539217 9.3388843 9.8613391 12.1300743 6.9525817 10.2361876 10.1586246 6.7172926 7.0142749 8.2787900 5.5698617 6.2547660 12.1418311 9.5398773 9.7027933 8.2115258 1.5879890 12.6404420 7.6224897 8.5675778 7.4360069 6.1729715 4.3104783 8.8678526 7.9135399 9.3362026 -0.7338431 7.2939875 9.2085963 4.3953645 12.3714992 10.3428973 9.7121311 9.9420388 5.0734347 8.7048737 -0.7338431 10.7447300 4.6923491 6.4755357 9.0292941 8.3237213 11.5778300 7.9837581 9.5445312 1.2660969 9.8501046 10.3294768 8.4804009 12.9844005 9.0075487 5.6754716 9.7817815 11.6706911 10.2632612 5.8510444 11.0673859 10.9952776 1.2660969 NA 3.9665228 8.5744206 12.0778818 7.5744210 2.4360019 7.9974008 7.5514837 10.1938597 TCGA-AS-3777 63 0 NA 1238 kidney stage i t1a nx m0 19-3-2015 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 3 5 1 NA 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.10872882 9.28078214 9.78648136 10.17735251 7.81024964 7.73608325 3.72278295 9.66138620 8.26710736 11.12429828 16.14872130 10.12777049 8.78007646 1.77526129 9.83749296 8.39625926 9.80237015 10.33749647 7.07118667 12.51189761 12.55306710 10.64675454 7.86271670 4.09718096 3.72278295 9.45272206 7.85664215 -0.03209363 4.99026511 11.25964541 2.55286887 10.94159655 8.56222372 4.32545118 10.55535326 10.97632776 11.42758690 10.59497703 14.34690516 7.86271670 9.36450393 5.03398675 8.49732974 7.49928065 5.70936508 2.93506366 8.62611055 8.78007646 9.61805342 9.50899586 8.26939555 10.93404406 8.94946636 6.39416426 13.42957043 12.01570471 NA 11.18191466 10.96084101 9.38575177 -1.03209363 2.77526129 12.51708218 7.61895072 11.22587620 7.97071391 8.81338937 10.09137390 8.22528698 12.79476738 0.96790637 9.09589357 1.96790637 0.96790637 10.48359895 4.55286272 10.11828107 10.85016011 11.38785933 8.55848615 8.98331430 9.61175537 11.81514445 9.86044205 9.76556060 12.79255962 5.88676229 10.18204829 10.09137390 9.94589457 10.76839467 10.98714241 4.72278841 4.17735176 2.66834609 NA -0.03209363 14.02479085 2.13783137 9.21938152 10.98887907 10.71651134 2.77526129 5.83826352 8.02318160 10.29713489 10.04204058 11.39776612 8.10745040 7.49146111 11.54320204 2.66834609 2.42733799 9.64825870 -0.03209363 9.19671793 12.78887585 9.34185191 8.22764241 9.48949958 5.03398675 9.17857049 7.87178082 7.99251240 13.80069030 7.20630427 7.88676229 8.88704541 13.61928726 9.21107305 9.38575177 12.43040143 10.73359966 7.15772386 10.33542854 9.72548913 13.70414252 9.43754091 9.76231509 11.08066446 7.06593092 8.86120077 8.09975597 11.15432295 12.76024311 11.50509087 10.22646518 8.08164108 10.50171560 3.05536921 10.41343140 10.72362127 11.28587697 7.91720080 3.87478713 5.05536053 10.14157635 -1.03209363 10.39521204 8.49732974 7.41910990 12.62756065 9.66312737 9.24750983 9.97071420 9.93296190 10.34348167 11.38736696 9.82510268 10.62967727 8.13531733 2.96790637 9.71020857 6.03398896 5.37576234 8.78807815 9.51162696 11.74474337 3.42732458 14.09502940 7.40311090 5.49146191 0.96790637 -0.03209363 10.54862880 10.78807815 10.81886733 10.31496678 12.26395499 8.04996832 6.45066691 9.24169482 11.60814410 10.69241299 9.77847078 9.96578428 8.75743268 3.87478713 9.18343217 0.96790637 NA 10.31607400 7.77847078 9.70006651 7.72945013 9.61265678 10.39101508 12.40643115 4.58261019 9.11383122 12.56897349 8.46375404 -1.03209363 2.77526129 NA NA 6.14780732 13.37164353 7.43550442 7.26251960 11.21553003 NA 8.57337869 9.60367159 11.65614948 10.07446209 7.57522912 11.67245129 9.50899586 11.74577086 7.88974001 6.00132262 8.36021677 9.26710713 3.21583388 7.21520972 11.23994568 -0.681090 -0.652260 0.067011 0.028547 0.072925 -0.715970 0.000000 -0.680820 -0.030750 -0.312490 -0.312490 -0.312490 -0.312490 -0.681090 -0.681090 -0.688750 -0.652260 0.067011 0.067011 0.067011 0.067011 0.063147 0.028547 -0.709220 -0.709220 -0.702940 -0.688840 -0.688840 0.000000 0.055439 0.055439 -0.697730 -0.683010 0.067011 0.041099 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9.7219516 7.0122938 10.2104779 8.8196481 7.4025278 6.0231822 9.3044056 6.3254512 13.6007240 11.9890527 8.8642317 12.7629241 13.7393314 6.6543997 8.3472776 9.9902669 7.3121950 9.3342214 9.3276487 8.4211698 9.2521450 12.9479495 8.5031746 10.6565866 3.0553692 NA 12.6345670 7.7327705 12.4291228 7.6508938 12.7925596 9.1834322 8.4756937 5.4189455 11.3540311 8.7127330 12.1929559 11.3977661 11.1418885 13.3644371 10.4885178 0.5528689 10.7675855 8.7639387 11.9127942 9.3677111 9.2110731 6.8505419 9.8390343 12.6682305 8.6821445 11.1988202 5.0764223 7.3559166 8.6117552 14.2967010 12.4026577 11.6254409 6.3772904 -1.0320936 0.9679064 11.1154221 12.5178041 10.4512817 6.5224874 11.1632713 12.0596651 12.9069273 8.8687661 11.5745357 4.3602168 9.4973297 10.7643444 4.8747920 9.0672469 11.0069141 8.2671074 5.4108431 12.7770422 8.9693074 11.4877811 9.5330012 1.5528689 12.2888407 9.4003157 7.5678124 7.7720301 8.0580118 9.8574032 10.7211159 10.0033857 9.1328061 5.0553605 9.4657511 8.5528616 7.3472776 11.3623618 10.0393615 9.8513062 10.1328061 4.3254512 10.1730814 4.3254512 12.4690708 9.3396759 6.4835998 9.4894996 9.1657055 12.9236399 3.5528566 9.3144129 6.8986365 11.1543230 11.6806411 9.3451096 12.6275606 12.8989136 8.6648668 10.6296773 9.7043010 11.1195468 5.1378232 9.1290310 8.3730404 -1.0320936 11.2851846 8.8566425 9.0095582 10.6160455 9.3931150 0.5528689 8.5733787 7.9565841 10.0933126 TCGA-AS-3778 35 0 NA 43 kidney stage i t1a nx m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 32.58.0 1 1 2 NA 3 3 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.1170737 9.5960621 10.0609307 10.8360314 9.9784685 9.6427092 5.8115712 7.8407628 9.8144040 6.8562400 10.6894389 3.6686184 10.3874315 10.9369603 3.1425441 11.5174101 9.4557904 9.9160133 10.1389332 8.0855282 5.3188663 10.4591138 9.4682617 8.4040754 8.0628379 0.8206487 9.7099681 8.6748614 1.0836559 6.2995890 9.7166460 3.5861522 11.3494611 9.4993925 5.1851886 11.1706627 12.2780998 10.2060474 9.6754848 16.4219403 8.5580326 10.9583760 5.0986006 9.9601676 7.7032592 7.5210562 2.2557122 10.8393729 9.9930438 8.3874315 10.2878143 7.8183604 8.1851886 9.0967407 7.0494347 13.6991655 10.7448350 NA 11.7520926 10.3393836 8.9774580 NA 5.1991266 12.4159671 8.5980361 8.9197012 6.9662943 7.4615842 11.0417201 8.9405949 11.9289121 2.8910108 8.9985340 -0.5012385 4.1425441 9.7148278 5.8995672 8.3188672 9.8273632 10.4630292 8.3331594 8.7454290 9.1956557 11.6850053 10.1074051 10.7575487 12.0390585 2.3060289 11.2347244 10.5654502 10.1366715 10.1904318 9.7678150 -0.5012385 2.1991226 2.3060289 NA 8.4160603 13.4310876 11.9422794 12.7191422 9.0808303 9.5927659 3.7840956 7.2197871 10.7400756 10.8090170 9.7418622 10.9331783 9.1262220 8.2468812 10.7299094 4.0532765 0.4986594 -0.5012385 1.3060289 8.6522402 13.7853904 9.5196681 11.3266263 9.4242427 8.2816867 10.1537716 7.9437034 10.2388358 10.4510655 8.9038297 8.7478016 10.1628289 9.6535063 8.6019761 11.4976312 12.7317087 11.1382551 8.6163312 9.0094524 3.3219281 11.8083067 8.9845176 10.6032870 9.5376073 9.9955420 0.4986594 7.9249532 10.7367943 9.9187907 8.7875542 11.2485577 8.9416316 10.6398375 9.4788279 10.4085813 11.4646529 9.4659145 8.6344488 4.2535733 7.4470551 10.0503965 -1.5014428 10.5600595 8.9249529 6.9374798 12.9575434 9.8385382 8.9498994 10.5175839 10.0836507 9.5821676 10.9148207 8.9985340 9.8704649 8.3028194 3.0222435 11.6865042 8.7214831 4.7180492 8.2569116 3.6686184 10.8121382 5.9985340 10.3203826 5.6053284 4.8206181 NA -0.5012385 10.8166661 10.5338310 11.0158655 11.8199117 9.4586902 9.3044321 6.1981562 11.2714152 10.3961556 11.1099437 9.0609307 9.7840905 11.3431979 -1.5014428 7.9291406 1.0836559 -0.5012385 10.0470286 9.6433465 8.7548969 8.1991280 9.6885128 13.4175049 14.3692938 3.6686184 11.3715555 11.8470015 9.7806183 NA 2.9581188 -1.5014428 NA 6.9905408 14.5100247 9.8742707 8.2401216 12.1468211 NA 8.4205291 8.8265329 9.6579290 9.3798022 7.3188672 11.2015102 9.9945432 10.4521572 9.7388833 7.4557900 10.4153142 9.2452026 5.0375360 7.9206691 10.2747100 0.00763920 0.00819590 0.00930980 -0.00013862 -0.00523710 0.00638710 -0.01202400 0.01558700 0.01084200 -0.02818600 -0.00373950 -0.00373950 0.00624190 0.00763920 0.00763920 0.00763920 0.00819590 -0.69938000 -0.67884000 -0.67884000 -0.67701000 0.00000000 -0.00235530 0.00722170 0.00722170 -0.01032900 0.00638710 0.00638710 0.00264260 0.00569190 0.00569190 -0.00705760 -0.00705760 -0.00138580 -0.00041585 0.00527490 0.01084200 -0.00373950 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.679 -0.679 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.679 -0.679 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.0532765 12.2939162 9.3519977 12.7106526 9.6792190 NA 2.1991226 10.1060186 11.1433580 0.4986594 9.7244982 7.1497400 9.2197873 12.7749581 7.2300070 7.6983609 6.6635951 8.8595354 8.0986012 8.3859090 11.3050365 10.0618846 3.7081431 8.5430825 10.0217601 10.2086336 6.7370932 2.8910108 11.2172211 8.4040754 12.2055997 4.3060435 7.0571091 7.4930420 7.1851886 10.3280146 9.8217431 10.6912893 8.0494353 -0.5012385 11.0087106 8.8496275 7.2767656 10.5664587 4.8024673 10.4820382 9.5307341 6.8115712 7.4759685 9.9514443 6.5808374 12.3681857 9.9774578 9.8840114 13.0039416 13.1192976 6.7418620 8.4323790 9.9794785 8.0202888 9.2742985 9.0417202 4.8206181 5.6279716 13.1832725 9.1041678 9.3813314 6.4175521 1.9581374 10.2514870 8.6572981 13.3314794 9.9713792 12.0390585 9.6541391 7.9965401 7.8171404 11.3062444 10.8872438 16.5167580 10.9331783 11.8939546 13.1518692 10.5768391 1.9581374 11.3819043 10.8245559 10.6091715 8.9995302 8.6019761 7.6585593 9.9514443 12.5926009 9.9207530 11.2916778 5.7560759 6.7032599 7.0798890 14.1613536 11.1490669 12.4277617 7.2266087 -1.5014428 NA 9.6522403 12.5450449 11.0610905 6.8867050 10.8371461 11.871689 12.450519 10.507117 10.334344 6.475968 11.536407 9.418296 6.083652 9.859535 14.287841 6.856240 6.912316 12.597682 8.504313 11.193699 10.195656 2.199123 13.886234 7.934442 6.060931 8.369931 9.797324 9.727507 10.038332 7.943247 8.960362 6.253575 12.174425 9.717251 10.054236 10.722388 10.050397 9.874271 11.628132 1.668618 9.686659 7.964255 13.115058 8.894222 8.667360 9.424243 9.164664 12.429610 1.958137 8.881312 6.240156 10.736794 10.423501 10.650656 12.957543 11.143221 9.331578 9.870465 11.281277 10.962409 5.678599 9.912316 10.167573 1.306029 8.353588 -1.501443 10.779459 11.994456 9.256912 2.586140 8.420529 8.147945 10.222349 TCGA-AT-A5NU 77 0 NA 67 kidney stage i t1a nx mx 19-3-2015 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 299.44.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 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7.54899602 11.48166767 8.50460768 9.32100290 6.65354590 4.14189868 9.09546797 9.03770124 3.95481049 4.95481514 9.68506219 2.25438240 10.76018701 8.93103767 8.91401462 8.92537849 12.98025288 9.80781278 7.91971132 15.17947547 8.95689448 10.57065694 5.25437484 10.95446832 7.90686174 3.32476741 5.34090403 9.28393867 9.70063166 8.37746217 9.88227408 9.00323904 8.82195124 8.99179165 5.90399027 13.17517486 11.43925078 5.44024130 11.54508547 9.19404863 9.21031580 NA 8.53421805 12.54577637 9.10049257 7.88518875 7.18274592 9.35608855 11.01708963 8.10737298 6.16039989 -0.48257312 8.44913213 3.10237259 -2.06733405 10.08441525 3.66036963 8.30639987 10.20915334 9.82915807 8.39903348 10.63006650 9.47160613 10.79287479 9.89714920 10.34792504 13.63610762 1.63287309 10.82721391 10.86871716 10.60243962 10.61082738 10.50396295 -0.48257312 1.73980491 3.35870570 -0.48257312 4.23622472 12.58001818 11.19380771 7.29658222 9.49325784 11.50337030 2.79043843 9.10299845 4.50230514 10.84477535 12.27354914 12.21497183 6.84234029 6.68064083 11.46175584 5.79042800 5.61192777 8.02255979 -0.06748522 9.14311863 12.08734452 11.40627990 13.19637668 9.26839579 7.40412228 10.01359779 8.07071937 11.16513054 7.15161633 10.12196302 5.40005285 10.16976482 9.92290591 7.91828903 12.48253272 10.96759006 11.51647025 8.99719021 9.06751530 9.04721118 12.26399412 9.02784436 9.20507722 9.46382882 10.74462465 NA 8.57359607 10.18452132 2.30120717 8.79334807 10.93877339 8.75661069 10.86540024 9.28944949 10.63980646 11.40894039 9.84981947 9.13952270 3.83933482 8.86834909 9.84383926 2.10235579 9.04293074 8.10237259 6.27229759 11.62419084 11.18156078 9.29439100 10.11825200 9.99348091 8.94017556 11.23432072 9.23850912 10.99920926 8.50040333 4.72686391 10.79275841 2.63289635 4.35871273 5.08219589 2.01991537 10.19483588 1.51742688 7.01990981 5.79601364 4.42429732 -2.06733405 0.93243919 11.70507118 10.50159091 10.84813998 11.99499946 4.93244864 9.53977764 6.90697715 9.35293394 10.71360209 10.24872884 8.76217006 9.71626405 11.86115074 8.71544555 8.97957124 -2.06733405 -1.06763641 10.49683501 8.23279984 8.54347230 8.31830961 10.34581083 11.86724391 10.54830686 5.54715674 10.13027826 13.12211747 9.76058374 -1.06763641 4.27229946 -1.06763641 3.57630445 6.57269265 14.81972745 10.36054579 7.40818111 11.01326488 -1.06763641 9.59955882 8.14637775 10.16606703 9.04553826 6.75581427 11.47426993 9.68858655 10.46772271 10.54807697 4.14189868 9.87825695 10.43627305 5.08878188 8.74244048 11.17992986 0.00000000 0.83117000 0.90412000 -0.00346270 0.88426000 -0.00912860 -0.02041200 0.83884000 -0.02630400 0.28612000 0.28612000 0.28612000 0.28612000 -0.01761000 -0.01761000 0.00000000 0.82674000 0.88913000 0.88913000 0.88913000 0.88913000 0.00791750 -0.02021300 -0.00041585 -0.00041585 -0.00912860 -0.02589300 -0.02589300 -0.02041200 -0.01752900 -0.01752900 0.88366000 0.88366000 -0.01395300 1.70350000 -0.01200700 -0.02630400 0.28612000 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.000 0.000 1.704 1.704 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 1.693 1.693 0.849 0.000 0.831 0.831 0.889 0.889 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.884 0.000 0.000 0.000 0.000 0.286 0.286 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.000 0.000 1.704 1.704 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 1.693 1.693 0.849 0.000 0.831 0.831 0.889 0.889 0.000 0.000 0.000 0.000 0.000 0.000 0.884 0.884 0.000 0.000 0.000 0.000 0.286 0.286 10.3293196 12.6561083 11.0774241 11.9650958 9.3381206 -2.0673341 2.7398049 10.3077583 11.1618715 -2.0673341 6.9352629 7.8996735 9.1690596 11.0536571 5.9603542 5.5977844 6.6294149 8.2555021 5.7716506 7.9617344 10.1621675 9.5309652 0.9324392 9.7329428 9.8020412 9.5690720 5.4322947 12.0793342 9.5041999 9.0165913 12.4210162 5.3247638 6.4283015 8.9429754 8.4754793 9.8884605 8.90327211 10.43726634 9.91757765 -0.06748522 9.89462029 9.05009052 9.15946142 10.82404122 1.39187768 10.46918024 9.96483742 6.53236060 5.57630445 8.89462044 7.52677230 12.97277986 10.64131562 9.88081453 13.64376477 12.67675561 5.90972751 8.44123239 9.54577632 5.68733509 10.68482794 10.59556063 4.89823254 8.15885958 13.52569253 7.25211947 9.31723102 2.73980491 -1.06763641 9.75979000 6.88954899 12.63256187 10.28200500 13.63610762 9.28283406 8.24759670 7.10662366 10.54876643 8.24986009 12.16823721 12.21497183 10.98484558 11.45380239 10.32288503 0.73976171 11.18880344 9.52209853 10.17799999 8.86170574 7.91828903 8.59422531 9.96311442 12.70429784 7.73819091 11.03868309 5.31615298 7.05138842 9.02652510 12.65557708 11.36694523 13.12161554 7.66884954 1.25435216 NA 9.46529029 12.43353811 10.89619055 7.61368561 10.67938148 11.6545077 11.9128547 10.4325423 11.9999657 4.3587127 11.3761679 7.9617344 4.3247674 9.6667335 10.9836631 8.8400890 9.6688492 12.3325756 8.6789617 10.6088452 9.5430107 2.7398049 14.7951452 7.1641970 6.4441999 7.4641013 7.0409713 8.7341558 9.6650388 9.1290493 8.8257487 4.6189493 7.9282146 9.1394616 8.3333267 10.9310377 9.8310488 11.8472996 11.3830143 1.6328731 10.1379351 4.3918777 12.8022407 8.2734101 6.7105241 9.2683958 9.9844922 12.2424920 5.9039903 9.6798012 2.9768402 10.1845213 11.2972659 10.9097273 11.6241908 11.0724782 8.8043524 10.9992093 10.7991467 10.2966231 10.1851128 10.6385116 10.4708788 3.8631852 -0.4825731 -2.0673341 8.0617303 11.5008572 8.8468324 0.2543522 9.5995588 8.4716061 11.8673360 TCGA-B0-4688 46 1 101 NA kidney stage iv t4 n0 m1 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 1 1 2 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.9181377 11.0621233 7.4221026 NA 11.1505479 8.1531000 10.1946171 NA 1.4846022 0.1397314 8.5349639 7.9663353 10.5875587 9.0546700 12.5060178 6.8402265 10.6630219 6.1841811 4.0783878 10.9156713 8.5306720 5.5771931 13.0681287 2.8027516 3.6841118 -0.4451656 NA 10.3991377 9.3459871 5.4973377 4.5548221 9.7234963 9.5848015 9.8924461 10.6104456 10.8107380 9.8488705 9.8551768 5.5992196 10.0421618 9.6356418 8.8204394 1.1397969 9.3971745 11.8332737 4.2827437 11.3684050 9.3188663 10.2677810 10.7338002 6.8309487 -1.4453620 11.0444941 8.3788124 7.6343087 12.8051226 0.8767232 11.5131957 9.0234483 -0.4451656 4.3621823 10.0111786 7.5688446 7.0305579 10.9447244 7.9363670 10.9700087 11.6640019 11.4964221 7.4190104 15.4734196 8.7715700 10.3971746 5.6528564 9.0862058 8.0244660 10.8620251 3.5855996 6.0060354 10.6188226 9.5061090 9.7378392 10.1955211 8.3557242 8.4855617 7.2962913 12.4304776 10.5093841 NA 12.0910714 9.9684204 10.4166865 -1.4453620 8.3541057 7.7446489 8.1397867 12.0296709 9.5491776 11.9352853 10.7551098 8.1823581 5.2941318 0.5548344 4.9977666 -0.4451656 NA 10.4347903 3.0783878 8.7083763 10.6409604 9.5335347 8.6828184 10.9813511 11.4488841 12.8113823 9.8505932 9.7557228 12.9172475 5.7642771 11.1932013 10.6067129 9.2878396 4.9810900 11.2697136 NA 2.6422857 2.3621893 0.8767232 NA 13.4330189 4.0142571 1.7247376 9.1841808 10.1175436 4.1397887 6.0705246 11.4059876 11.0959208 10.8189736 11.0255263 10.1800765 7.9936161 10.4969721 10.1036461 -1.4453620 5.3230097 -1.4453620 9.3279635 15.1036010 4.6633503 5.3750047 10.2954482 8.0546700 10.3698071 7.3329012 9.2854556 -1.4453620 3.3621753 9.8157437 10.8306315 10.6998010 8.8991200 10.9575698 13.3798327 11.4705169 9.4236469 9.9918584 3.0076799 11.3775942 9.8488705 8.0546700 9.0376321 NA 9.2946049 8.7581722 10.5999012 7.5217912 8.0083418 11.1830419 9.1695340 12.0193700 0.1397314 10.7691433 13.2948684 10.8781605 8.1914487 8.2810426 8.7654956 11.3103377 1.7247376 1.1397969 10.8651530 7.8790048 12.2385864 9.3637883 10.2312221 10.3661989 9.5834209 9.8436903 11.5388812 9.5399546 10.9137501 1.7247376 5.0305568 11.3184516 9.8198532 5.6763577 2.6422857 3.6422857 10.9535679 1.3621613 11.3856385 8.0211049 7.0466777 -1.4453620 -0.4451656 11.3484275 10.6782990 10.4290372 11.6447712 7.7908385 8.7272517 6.3196956 9.5039213 11.1282347 12.4176553 9.4089135 9.8436903 10.7800317 1.1397969 8.8355951 -1.4453620 0.1397314 10.9137528 9.7372186 10.0157919 9.3573406 10.2673512 13.9210781 12.5799638 1.8767625 10.3653959 10.3718078 7.1322529 -0.4451656 5.4566550 0.1397314 NA 7.6737656 11.9130633 8.3637883 8.5335345 12.1327250 NA 10.2009328 9.4096069 10.7896416 8.4420448 7.7764113 12.4177521 11.1869106 10.4367029 9.7292256 7.1695342 9.5119262 9.4907260 5.7191287 8.5167515 9.9620920 -0.0136520 0.0042082 0.0228650 -0.1668800 0.7051300 0.6111800 3.2108000 -0.0653130 -0.0967040 -0.7002800 -0.7567600 0.0839200 0.8554100 -0.0663500 -0.0049844 -0.0275350 -0.0168410 0.3444900 -0.0207670 0.0000000 0.0000000 -0.1295300 0.0821880 0.0199230 -0.0115350 -0.6845100 0.9241100 -0.1266800 -0.6063200 0.5798700 0.0351000 3.6322000 -0.6503400 0.6489100 -0.1084100 -0.6765300 -0.0967040 -0.7002800 -0.667 -0.667 0.000 0.000 1.371 0.334 -0.674 0.586 1.084 0.000 0.000 0.000 0.000 0.000 0.000 0.374 0.374 0.000 0.000 0.498 0.000 0.000 0.522 0.000 0.000 0.000 0.000 0.242 -0.102 -0.103 -0.103 0.000 0.000 0.467 0.467 -0.685 -0.073 -0.127 0.626 0.000 0.000 -0.667 -0.667 0.000 0.000 1.371 0.334 -0.674 0.586 1.084 0.000 0.000 0.000 0.000 0.000 0.000 0.374 0.374 0.000 0.000 0.498 0.000 0.000 0.522 0.000 0.000 0.000 0.000 0.242 -0.102 -0.103 -0.103 0.000 0.000 0.467 0.467 -0.685 -0.073 -0.127 0.626 0.000 0.000 8.030558 12.276244 8.052676 7.275923 9.579271 7.865437 2.139797 8.737219 9.164206 3.509024 8.610106 1.554834 9.864869 11.657292 4.947142 7.681529 7.074460 8.872237 7.230781 7.596483 6.086206 10.232984 9.076425 10.820732 9.761228 9.856892 5.554825 6.491462 10.728814 4.724748 11.842232 2.554834 7.910176 8.124680 NA 10.800674 10.844555 9.917864 8.445089 2.362189 9.482602 8.685395 7.887980 10.118021 8.291226 10.745883 9.476665 7.286143 4.532105 10.052177 10.108933 13.493990 10.392846 9.981613 13.144651 12.158335 7.026499 10.552357 11.983708 9.001907 10.152877 11.397567 11.577539 4.894672 12.484637 8.467714 2.014248 7.209460 7.352486 10.754190 8.337823 13.280616 9.264770 12.917248 7.788444 8.406573 6.146533 6.739700 10.539243 10.664328 11.025526 12.422006 13.091739 10.871671 4.014257 9.593057 9.239573 11.730218 11.502279 8.899120 8.510474 9.922239 12.078999 9.728501 12.621922 7.590998 9.700120 2.014248 14.493274 10.863163 12.250161 6.993617 NA NA 12.993161 12.734422 11.680862 7.425189 9.940687 12.394126 12.497155 10.663022 10.915671 6.830949 7.422103 10.682819 3.362175 11.015024 12.667585 9.635642 1.139797 12.639701 10.821611 11.590654 10.349240 1.724738 12.536570 9.504520 9.678299 7.650960 9.574415 9.084255 11.304903 9.942707 9.425882 5.955703 10.934203 9.046677 9.097856 10.936367 10.461339 7.981089 9.546346 5.461715 10.102201 4.704573 12.421899 9.277632 2.255259 10.295448 9.894496 13.026055 5.046679 6.526368 7.618220 10.599901 11.316218 10.137907 12.238586 10.473687 8.056662 10.913750 11.254614 9.806094 7.809853 9.764887 10.465842 NA 4.929862 NA 9.680883 8.690649 10.330023 -1.445362 10.200933 7.532104 10.432875 TCGA-B0-4690 65 1 43 NA kidney stage iv t4 n0 m1 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.011424e-06 3.121176e-07 11.0875750 10.5913960 9.5214940 7.0624272 12.5323246 9.1439306 11.8310913 -1.4254625 2.8907385 1.8965044 9.0503210 7.3851592 10.7913335 8.9452750 12.4488006 6.7495128 10.6186402 7.7961746 5.1745023 10.2654587 8.9354347 8.7693446 14.6572150 0.5746344 6.2819467 -1.4254625 NA 9.9216553 9.3294753 7.0421934 6.1520171 9.5001422 9.2310126 10.4826050 12.1875713 10.9141594 9.1557882 8.9711926 10.0956974 10.6379828 3.0340220 11.7138193 6.3227808 10.4818539 11.1161684 4.0664423 12.7674199 9.8536179 10.2892625 10.1286968 7.4844806 7.6726198 10.3323111 8.7205199 7.9882155 8.1948076 2.3819478 10.5650463 9.1865347 -0.4254625 7.0050406 10.0591841 3.3819478 9.1291766 8.8726503 5.8965165 12.8777520 11.9437761 11.6595621 10.3694097 15.4204330 8.5068022 9.5774028 4.9839786 9.8331537 7.6135066 9.2121182 2.9461507 7.6433663 9.2829647 9.0584034 9.2381458 9.9299388 7.8576763 9.9043840 7.0050406 12.8598454 11.7398087 -1.4254625 11.5387480 12.0742829 8.4799746 -0.4254625 9.6487291 10.4897201 7.7294059 10.5403720 8.2973950 10.2125710 10.9507131 9.0893016 10.2857298 1.3819478 9.3963616 0.8965431 NA 10.3168972 4.5745860 8.3608572 9.4317911 10.4484163 8.9032628 11.1593153 9.9706573 12.3893023 9.2084912 9.4472626 13.3931199 3.4814798 11.2786059 11.2956869 9.8931306 10.5167356 10.0779166 -0.4254625 2.8225058 1.1595646 -1.4254625 4.4074751 14.1294463 5.2750257 4.7840433 8.3883691 9.6223932 4.7445110 6.1520171 10.6948255 11.1349205 9.4994003 11.4604709 9.3485511 9.5468495 10.7727257 5.3294753 0.1595000 4.0981500 -1.4254625 10.9169402 14.6878822 7.8737960 6.3160552 10.2179929 6.9144378 9.8651825 7.8437144 9.2544637 7.7569819 7.7294059 6.6831125 10.3238580 10.1534321 8.9626048 10.8562280 12.7602375 12.1187069 10.3261317 8.7967424 2.5889484 11.8644625 10.3464898 9.5738831 10.1846898 8.8998931 -1.4254625 8.2292236 9.9971781 5.8558228 8.5433551 11.6915814 8.3592225 11.2463499 5.5745890 10.0669416 12.7009695 11.1793726 8.9174291 5.4449519 8.8715039 10.5646917 NA 10.2021216 8.3883691 7.6620502 12.3598358 10.0345316 8.7876920 11.2456864 9.7198830 9.4426385 11.2483384 9.2256393 10.7696522 7.5774024 1.8965044 10.6676751 4.7243338 8.7165798 7.3592225 4.9144354 10.7631765 4.5745860 11.9620087 7.7677925 6.0421934 NA 1.1595646 10.7745667 10.2403678 11.1032860 10.9430942 9.2896918 9.3761425 6.7813086 10.6406769 10.7745667 11.2567045 9.2793559 9.7344590 10.9141594 -0.4254625 8.8296162 0.8965431 -1.4254625 10.2745939 8.8623001 9.1539036 9.4145787 9.4232107 13.3113596 12.1235300 5.7038704 11.2285523 11.2982487 10.6426942 2.2750369 4.8599894 1.3819478 1.1595646 7.9669051 13.6890621 8.8806494 8.8897373 11.5950468 NA 8.9144378 9.5647129 10.7532525 9.1975546 7.8692083 11.5803877 9.7224286 10.6497326 9.8086986 7.5830166 10.7566717 9.6386567 4.6620516 7.4677074 10.4949406 0.0496150 0.0149290 0.1118400 -0.0316320 0.6825400 0.0000000 0.1831300 0.0586520 1.1687000 0.0032997 0.0032997 0.0032997 0.0108420 -0.3639700 0.0294660 0.0466100 0.0149290 -0.1975000 -0.1975000 -0.1975000 -0.1975000 -0.1419400 -0.0275480 -0.2046100 -0.2046100 -0.1540400 -0.2651600 -0.7661200 -0.5984700 0.0221640 -0.3552100 -0.1578400 -0.1578400 -0.0809400 0.1253200 -0.1078800 -0.1701800 0.0032997 0.183 -0.010 0.000 0.000 0.324 0.324 -0.158 0.000 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.000 0.143 0.143 0.131 0.000 0.131 0.131 -0.086 0.112 -0.146 -0.146 0.000 0.000 -0.143 -0.143 0.683 0.683 0.000 0.000 -0.215 -0.215 0.000 0.000 0.183 -0.010 0.000 0.000 0.324 0.324 -0.158 0.000 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.000 0.143 0.143 0.131 0.000 0.131 0.131 -0.086 0.112 -0.146 -0.146 0.000 0.000 -0.143 -0.143 0.683 0.683 0.000 0.000 -0.215 -0.215 0.000 0.000 8.505325 11.789666 9.017531 9.758843 10.057900 7.759463 4.066442 9.073437 10.268162 5.302509 9.984509 4.000856 9.162365 13.746351 7.659396 9.324457 6.336139 7.754497 9.053357 8.056387 10.693529 10.512329 7.591396 8.293976 9.523685 10.152017 9.723700 5.585816 12.438000 7.698709 11.911600 4.159548 7.654072 7.929939 7.571767 11.023736 10.7038707 10.4407075 7.9474528 0.8965431 10.6729488 8.8355073 5.9321391 10.7876919 7.1856129 10.3831497 9.8880377 6.0008518 6.1520171 10.2301185 7.4541710 13.6142350 10.2089450 10.1975546 13.4056475 12.6897940 7.9924405 9.7619398 9.9304893 9.8783684 9.8669094 10.0278583 6.8919999 8.3963616 13.2276007 7.6540724 6.2112128 7.8153788 4.5287838 12.0400266 9.4082684 13.2251907 9.6534056 13.3931199 9.7538748 7.7268728 7.2597216 10.8869035 11.9230392 14.9152897 11.4604709 12.5688527 13.2033750 10.9141594 0.1595000 10.3955643 8.9066243 11.0086947 9.3294753 8.9626048 8.6189819 10.2866847 12.7167745 12.2474550 11.8914349 3.1595485 7.7294059 5.2888347 14.0369401 10.9528825 12.8937659 6.9924399 -0.4254625 -1.4254625 13.4334914 13.0416837 11.7414851 7.2039440 11.1113206 11.621200 11.970122 10.618640 10.265459 7.207582 9.687027 11.621882 5.992440 10.079407 14.180448 3.034022 6.983979 12.740110 8.675250 11.132051 10.810004 2.481480 12.409158 8.572134 8.469405 8.144387 9.735089 8.587212 10.927459 7.484481 8.728140 7.616247 11.874654 10.702904 9.383552 10.438000 10.416152 9.888038 10.276327 3.703876 10.669655 6.551868 12.004736 8.706445 6.066440 10.217993 9.162862 12.368800 6.602494 8.200296 5.066442 9.997178 10.974400 11.145629 12.359836 10.298675 9.508278 10.769652 10.943640 10.565844 7.316054 9.328640 9.978665 1.896504 1.159565 1.574586 11.423993 10.176558 9.647390 2.034004 8.914438 8.102065 9.963143 TCGA-B0-4691 55 1 139 NA kidney stage iv t2 n0 m1 19-3-2015 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.489 0.489 0.000 0.000 -0.525 -0.525 0.000 0.000 9.324181 10.869208 9.166163 12.150223 9.177420 5.000000 5.303781 9.785452 10.756923 2.000000 10.070792 3.857981 9.001408 13.359475 8.451211 8.269127 6.179909 7.339850 8.603626 7.625709 9.950556 10.682556 6.098032 8.566054 9.471889 10.225207 8.857981 4.832890 11.455070 7.679480 12.704430 4.906891 6.149747 8.370687 3.523562 10.562242 9.6174675 9.6202198 9.0292872 2.0000000 10.0498485 7.5117527 4.4262648 9.6474584 4.4918531 10.6077926 9.9203529 6.9541963 8.1724275 9.6284455 7.3442959 12.5940913 11.3379006 9.6873757 13.6508835 13.0769826 6.2573878 9.3465137 9.9410476 8.4072678 9.4532706 9.6821168 6.2667865 8.0714624 13.4570602 7.9686668 7.0168083 5.9307373 2.8073549 10.1966021 7.3487282 13.3812049 10.0195907 13.6181560 9.1163440 6.9483672 7.0476693 11.6684418 10.8525295 16.2627739 11.3238992 11.0721326 13.8066000 10.3286749 0.5849625 11.1500646 8.4573809 10.6965329 9.1472049 7.5887146 7.9971795 10.7423094 12.3842441 10.8948178 11.2230967 6.2288187 7.3442959 3.4594316 14.6410837 11.1353887 12.3116064 7.1649069 -1.0000000 -1.0000000 9.6008421 12.5600940 11.0089153 7.4220648 10.5779008 10.993646 12.179287 10.589651 9.721099 7.357552 10.769838 11.861281 6.011227 9.314017 13.765999 4.754888 7.636625 12.259886 9.452241 11.386671 9.400879 4.087463 13.275252 6.956986 7.285402 8.669665 9.158610 7.945444 9.619303 7.027906 8.759888 4.930737 11.812177 10.422065 8.483816 11.434889 10.425740 10.429407 10.850187 2.906891 9.856426 5.988685 12.487782 7.744834 7.154818 8.871905 9.774919 12.286125 8.142107 8.392317 4.857981 10.675957 10.520128 10.609179 12.468624 10.744834 8.177420 9.770664 11.548581 10.727508 6.247928 9.888743 10.253847 2.906891 2.321928 2.584963 10.477252 12.001320 8.136991 3.643856 8.269127 7.643856 10.192909 TCGA-B0-4693 72 1 77 NA kidney stage iii t3a n0 m0 19-3-2015 female 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.6788832 9.6667365 9.5474656 8.7738836 9.5492283 8.3553242 7.7449529 9.3185918 7.2893614 13.0063360 10.3950706 4.3309384 11.3653641 10.4222362 7.0563841 -1.1284717 3.5719437 12.1697144 7.9429707 9.4667662 8.0979210 7.2977738 11.4718862 9.5509888 12.1320239 3.2638307 8.8066737 NA NA 10.8640930 6.5008658 8.3713546 9.9995030 10.9291619 8.3793034 9.0991245 9.1923091 12.1616038 9.4963042 9.5943162 12.6655183 2.3309312 11.5735904 10.7829006 9.7663263 8.2766502 10.0364156 NA 3.9159033 3.9159033 NA 7.7723753 13.9863083 11.3793033 12.4708404 7.9483240 9.0576227 3.7783978 6.9267905 10.8213354 11.1435552 10.0973186 11.5959073 9.5090392 8.4695612 10.7091366 4.0414357 3.1194392 -0.1284717 1.1934564 9.2454612 13.7503259 9.2977733 10.6683594 9.6330599 7.4788392 10.4690957 7.5368448 9.4037867 6.8257055 8.8459231 5.4260970 10.6902545 10.2421960 9.1545969 11.7069670 12.0850685 10.6720041 9.2702523 8.3773203 4.3890987 11.5072268 8.9774170 11.1629672 8.8459231 9.7130730 NA 7.6626712 11.2795729 9.5052759 9.0565079 11.7103186 9.0020791 11.4152655 9.8103531 10.3149703 11.4574101 9.5180673 7.7698378 4.4260970 6.7043989 10.6832847 NA 10.1877901 8.7903720 7.3753340 12.6250388 9.8015066 8.7678411 10.3263220 10.3507836 9.5403937 10.5766831 8.9416296 10.0168040 8.3103006 0.8715283 11.0379856 4.2638232 2.1934248 8.6146602 4.1934406 11.1641178 6.5225596 9.7403313 6.5590589 4.6528708 -0.1284717 NA 10.9213572 10.3628607 11.2702523 11.0389267 8.7510918 9.2312142 5.9726972 11.8412549 10.7461058 11.2988215 9.1476331 10.0520394 11.2856653 -1.1284717 8.2616775 1.1934564 -1.1284717 10.0445611 8.4545913 8.8644471 9.2443736 9.5649956 13.7173907 13.8495040 NA 11.3950706 11.9743045 9.9274688 0.4564908 4.5153655 -1.1284717 -0.1284717 7.8430523 14.3907763 9.5126573 8.4862184 11.4880575 NA 8.5891852 9.2821189 9.1476331 9.5597589 8.1545969 11.6222156 9.8459233 10.8686881 9.5910942 7.8198757 10.2416511 8.9035544 4.6749916 8.0981858 9.5805925 4.6385e-03 -2.5116e-03 0.0000e+00 4.3402e-01 -1.2655e-02 3.1106e-03 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8.105128 6.995630 7.280900 8.646296 8.375334 10.268648 9.612976 6.543934 8.297773 10.401427 10.809986 8.204664 6.741873 11.712680 8.618023 11.988470 3.515359 6.522560 6.748025 7.215805 11.012019 10.2018654 10.5341770 7.7843980 -1.1284717 10.2691833 8.6247253 7.6363803 10.6351359 4.0809646 9.9335548 9.4203306 5.9695396 7.0514178 10.2589875 7.2508867 13.2177453 10.4337511 10.4004510 13.5771410 13.0594792 8.1659687 8.9734844 9.4212934 7.7201314 9.5359559 9.0007916 7.1382954 3.1934406 13.0179182 8.3553242 9.8827358 4.8938767 1.1934564 10.3128967 9.1968141 13.7375801 10.3487609 12.6655183 9.0059349 8.1382954 6.6778324 11.6007045 11.6450600 16.5570719 11.5959073 11.4818414 13.4884020 10.9342294 1.1934564 10.7345333 11.0949070 10.1804164 9.2977733 9.1545969 7.9616210 9.9728278 12.9891517 11.0858277 11.6311867 1.8715283 5.2638269 6.1752891 13.6157417 11.2274102 12.5292737 6.2119817 -0.1284717 NA 10.8512910 12.7392700 11.1600402 7.3673641 11.0354727 11.615291 12.792234 11.012658 10.157489 7.497217 11.074857 11.255483 6.237831 10.102130 15.083107 6.100328 7.682080 12.795283 8.529720 11.858773 10.702816 1.871528 14.288669 6.566946 6.229061 9.498331 9.815488 9.324779 10.293048 8.083397 8.860193 6.255214 11.447521 10.475135 9.731820 10.397519 10.418403 9.754916 11.429690 4.080965 10.008500 6.156910 12.368672 9.392127 8.188921 9.633060 9.346411 12.513109 7.934904 8.965586 5.061331 11.279573 10.330940 10.997890 12.625039 11.459052 9.420331 10.016804 10.878886 10.993243 5.665924 9.428972 9.279838 -1.128472 5.678863 1.456491 11.320915 11.607103 9.736469 4.456471 8.589185 7.691688 9.922718 TCGA-B0-4694 72 1 106 NA kidney stage iii t3b nx m0 19-3-2015 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.1067336 10.6955693 8.2346867 12.7808312 10.5895960 9.9769660 9.0125899 3.4255533 10.1101233 9.4585992 6.6390368 14.5189736 0.1525079 6.3090415 NA NA 9.8866826 9.8390381 7.9555924 4.5217732 11.9810707 9.8838566 8.9415277 12.1785998 10.0935851 9.6215008 6.1969316 10.5763538 9.7617163 7.8226033 12.5146640 7.2540753 10.1960205 10.5423481 5.2680151 12.0481128 9.7543083 10.4964634 10.2382313 7.2886742 6.2114308 10.8223999 9.1250386 7.6309704 7.4834547 0.1525079 9.5239512 8.6774057 1.3749560 7.8713558 9.7533425 5.5562608 9.9854276 9.5562596 5.2818206 11.4933260 12.0389962 10.7170046 10.0832748 16.3827769 7.7274461 11.4423643 4.7173200 9.6910497 7.0950520 8.3554775 1.6968396 8.7987961 9.1459477 9.3191191 9.0341612 9.3282950 9.0300772 8.4864385 6.3022843 14.2358783 11.4097289 NA 11.2942190 10.7603856 9.1364811 NA 5.5899432 11.7615623 7.7770284 9.4797158 8.4363976 9.3398896 9.4114962 8.2662796 13.0432268 1.5675941 8.6390375 4.7574020 -1.4324546 9.8343615 5.4864376 8.3140892 9.9096497 9.8832907 8.3124088 10.2235529 9.5717955 12.2008178 9.5739011 9.5767039 12.6873267 4.6760981 10.6073029 9.9964585 10.5319159 8.7758094 9.7077657 NA 5.1374297 2.2680151 0.1525079 7.4348534 13.8152430 8.2222109 12.1416954 10.1712013 10.2895287 4.6760981 6.0753700 10.7573996 10.5188598 9.9168562 11.1164282 8.3291263 10.5871657 10.8710704 5.5100884 3.4255533 4.4004628 -0.4324546 9.7293368 13.9884234 9.2723433 9.0493746 9.1841238 6.7867440 9.4722097 7.8598969 9.5598195 11.7535345 8.8331899 9.2843945 9.3245566 10.7981960 8.5885550 10.8801744 12.6673338 12.1607327 9.8627700 9.3571086 2.9488625 12.3574143 9.1665580 9.9322568 10.0614305 9.4216643 3.8529776 7.8781877 10.8866826 9.0644388 9.2824215 11.5275769 7.9959350 10.4247785 8.0832751 10.1383795 12.0176264 10.6480595 8.4494842 5.4004662 7.7939869 10.1693458 NA 10.6636313 8.2417673 6.7173227 12.7214437 10.8906298 9.0094818 11.0323760 9.9040815 9.4547957 11.0308286 9.3909423 9.8267298 8.9185141 2.2680151 10.6177638 7.7122333 8.2149437 9.0433084 2.5675698 10.8847050 5.2400013 10.6467265 6.4440922 4.6550369 NA 0.5675454 10.6920195 10.2457350 10.9398960 10.6204827 9.1618995 8.7780393 6.4454420 9.9501991 10.8535551 10.8733518 9.3668566 9.8872471 9.9366270 -1.4324546 8.4440918 -0.4324546 NA 9.9245771 9.4379397 9.4525087 8.2749339 9.5519935 11.9528982 13.6584318 2.7374921 11.1233624 11.1176002 9.7709230 -1.4324546 3.5096198 1.8895125 -1.4324546 6.4864376 13.7909357 8.7611004 7.7598675 11.4340812 -1.4324546 8.0270064 9.1901027 10.1548838 9.2346867 7.1600317 11.1035793 9.6884608 11.0979813 9.1909992 9.9090938 10.4356259 8.7635623 3.4200781 6.1003596 10.7000747 0.00166420 0.00097064 0.01167900 -0.01272200 0.20141000 0.00903120 -0.00152430 -0.01037000 -0.00717010 -0.06262900 -0.05940400 -0.05940400 -0.05940400 -0.08388900 -0.08388900 0.00166420 0.00097064 -0.38972000 -0.38972000 -0.38917000 -0.38917000 0.00335210 0.00305220 -0.39196000 -0.39196000 0.00210740 -0.12369000 -0.12369000 -0.40041000 -0.09155200 -0.09155200 -0.00221680 -0.00221680 -0.10867000 -0.00346270 0.01293400 -0.40230000 -0.06262900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.389 0.000 0.000 0.000 0.000 0.000 -0.396 -0.396 0.201 0.201 0.000 0.000 -0.124 -0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.389 0.000 0.000 0.000 0.000 0.000 -0.396 -0.396 0.201 0.201 0.000 0.000 -0.124 -0.124 0.000 0.000 9.347294 11.106734 9.472210 12.955256 8.989640 4.268015 3.374928 9.261062 11.006780 3.091141 9.699432 6.696858 9.137431 15.309016 8.987535 8.911871 7.098956 6.722394 9.852399 7.254075 9.473714 10.030588 7.880458 8.657688 10.180591 10.536242 7.772146 8.471457 11.331410 8.004287 12.207579 3.567570 7.989640 7.592715 7.312409 10.672829 9.7431246 10.1553526 8.0832751 2.9599000 9.9641798 8.2835371 8.5815957 10.1207243 4.6119691 10.2792420 9.6146990 6.7721456 6.8759140 10.0569212 6.7474841 13.2951233 11.2963459 10.0208457 12.7057668 12.6046930 7.2150330 9.0644289 10.1450038 9.6975019 9.1478335 9.9051970 7.2818206 7.5217716 13.2451846 8.0331416 9.2628033 6.8202402 0.5675454 11.6265814 8.5633423 12.7945892 8.6174238 12.6873267 8.3324466 7.9577440 6.5196756 11.3178633 9.9636446 15.5337875 11.1164282 11.5583881 13.3901956 10.3526187 2.2680151 11.1891691 8.7987961 11.5747775 8.7058470 8.5885550 7.1600317 9.9641798 12.5864706 11.7479504 11.6058082 4.8529776 5.6550369 6.0832751 14.3322891 11.8940045 12.0022033 8.8023926 NA NA 10.7712289 13.1661510 10.7175729 6.6443913 10.7029637 11.4608766 11.9183761 9.9769660 10.1101233 7.6968584 11.0877026 11.6889467 6.3357601 9.8917556 13.7548211 7.8226033 8.0634301 12.4649412 8.7058470 11.4473497 9.9679208 0.1525079 12.9223754 6.8093681 6.1969316 7.9021610 9.8861178 8.2400004 9.9969817 7.7939869 8.8390381 8.4804643 11.8273183 10.0422949 8.9833169 10.4585992 10.4748413 9.7013595 9.7963937 3.9598907 10.7888601 8.6968580 12.2784439 8.9620377 7.0674204 9.1841238 9.5476860 12.4567938 7.5760036 8.9631091 4.1525404 10.8866826 10.3753324 10.9018483 12.7214437 11.4379398 9.4294373 9.8267298 10.7182743 10.4497404 6.3813561 8.9938399 8.8962500 3.5217669 4.5448563 NA 10.3153484 11.0399460 8.4532715 2.7374921 8.0270064 8.0270064 9.7987963 TCGA-B0-4696 58 1 866 NA kidney stage iii t3a n0 m0 19-3-2015 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 1 1 2 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.15990753 11.49982138 5.12324819 -0.96409462 8.24280064 6.28504150 10.63337326 0.03576465 1.38061864 1.35772090 9.02589007 8.66514295 11.53089174 8.42595521 12.08597499 4.39334069 9.97756743 6.65049604 -0.96409462 11.01949239 11.46257512 6.43666491 13.05589806 NA 3.42810218 NA NA 10.73144955 10.02943232 5.14431155 7.85596541 8.76030013 10.10389270 9.21195933 11.79671402 11.56399611 8.78230044 10.40374693 -0.96409462 10.07195985 10.66468736 6.97242385 3.94267401 10.70201022 10.69086970 3.03578225 10.18805209 9.13907396 11.04701346 10.04351430 6.81714612 0.03576465 11.37885253 8.89532110 9.44305397 12.35263341 0.03576465 10.58460817 9.36558253 NA 5.12324819 10.89205612 2.35772090 8.81878443 10.83506784 5.51151864 7.56716741 11.08631512 10.54010866 9.30140131 15.42929399 9.29788104 4.76370901 5.69399704 9.63197605 7.66149523 9.71526638 3.82812379 3.12325233 10.90846108 9.64496502 9.05537708 11.10724860 8.13381831 3.94267401 7.36670339 12.95511514 11.57954307 NA 12.03402405 8.51564741 9.81714596 NA 10.97976614 8.41949044 8.51354444 10.10858875 8.64126567 11.51126635 12.87361123 10.30491289 6.62427639 2.20570529 8.37563637 1.03576465 2.03579984 10.15148023 4.32118492 9.29435217 10.28489973 9.92681041 9.36109172 12.62730857 9.46309906 12.17985331 9.42272645 9.13644853 11.37897193 9.52563415 11.37110958 11.12788267 10.39773003 6.45363939 10.96096978 NA 4.32118492 3.67963773 1.03576465 NA 13.33706806 3.12325233 0.03576465 9.49521786 9.55345555 4.81714740 7.05815412 4.35771386 10.71086118 10.29435229 10.44123083 10.08495411 7.29317365 11.61745759 2.49520907 2.62075061 7.14431053 -0.96409462 8.06369222 13.93717169 6.51960166 1.84313968 9.98779934 5.14431155 9.10590720 7.24523989 9.86067343 NA 2.49520907 8.07744544 9.58089544 9.73275371 9.24035727 10.69845456 14.26452977 11.57300460 10.01378158 9.64385619 3.18227913 11.33155514 9.09377803 0.62077407 7.41949086 0.62077407 0.03576465 8.50135276 11.19092068 5.40106040 8.95171047 10.15731977 8.22313821 11.05607170 0.03576465 11.01842338 12.52989177 11.06920921 8.35834527 5.47872918 9.60088838 11.38534389 NA 3.55934497 8.94267695 8.05259468 12.47561709 8.96356429 8.97683388 10.25858111 10.14757395 10.39333822 11.00084895 9.84956742 10.80148672 3.67963773 0.62077407 9.81221919 2.20570529 10.09238334 3.42810218 1.62072715 10.30140131 4.20571311 11.18299117 7.55195891 6.39333897 -0.96409462 1.35772090 10.71790300 10.68459321 10.88401792 11.82837318 8.51354444 4.24523704 5.71540745 7.83668601 11.12887359 11.43613201 7.53961172 9.60469240 8.88127612 3.03578225 8.75517501 NA 0.62077407 10.37619269 9.36109172 10.13972963 9.29552950 9.65417164 14.41705877 10.68997465 5.16506778 6.30257313 9.92908779 8.66696318 NA 2.20570529 4.24523704 NA 7.24523989 12.73090575 8.17021251 9.03013961 11.46440811 -0.96409462 9.66058159 8.85056098 10.90229242 8.64311662 7.49521786 11.61910410 10.32868300 10.06714283 9.52303339 10.40210840 10.55640489 9.97830076 5.29034330 10.27442382 10.22931153 -0.3063900 -0.4636600 0.6688200 0.0855100 0.4938900 0.0223210 -0.7436000 -0.0250720 -0.7873200 -0.7485500 1.1349000 0.1124200 -0.2883400 -0.0556350 0.1089100 -0.3267000 -1.2051000 -0.2817200 -0.2696000 -0.2604700 -0.2604700 0.4127900 -0.0250720 -0.6833400 -0.6833400 -0.0024938 0.2103900 -0.2374100 -0.3103800 -0.7185300 -0.2819200 -0.3214700 -0.2996900 0.9709300 -0.0869160 -0.3851500 -0.7873200 -0.7485500 -0.316 -0.316 -0.342 -0.342 0.000 0.134 -0.321 0.971 0.000 -0.341 0.000 0.908 0.000 0.000 0.000 -0.725 0.000 0.000 -0.306 0.000 0.000 1.258 0.000 0.000 -0.464 -0.227 -0.227 0.440 0.440 0.131 0.000 -0.683 -0.683 0.324 0.324 -0.729 0.000 0.000 0.000 -0.675 -0.675 -0.316 -0.316 -0.342 -0.342 0.000 0.134 -0.321 0.971 0.000 -0.341 0.000 0.908 0.000 0.000 0.000 -0.725 0.000 0.000 -0.306 0.000 0.000 1.258 0.000 0.000 -0.464 -0.227 -0.227 0.440 0.440 0.131 0.000 -0.683 -0.683 0.324 0.324 -0.729 0.000 0.000 0.000 -0.675 -0.675 10.62262604 12.34540466 9.76370668 5.26460399 9.43666574 -0.96409462 4.08018010 8.59802867 9.59420702 0.03576465 8.87341427 1.35772090 10.35036950 11.44597256 5.59037447 5.67964336 7.56326340 9.22437509 4.16506778 6.96652391 9.03437668 10.60943345 5.03578664 9.89764855 9.27154917 9.76880147 7.82694883 9.31074659 10.64311653 4.65049460 11.72161032 4.70820931 8.02447095 7.72927337 2.20570529 10.83587719 8.64681105 10.65738027 9.41624736 3.03578225 9.64773309 9.66878148 6.14431155 10.67783792 7.64681069 10.04771232 8.79899856 7.04701373 3.35772090 9.72927320 11.49137031 13.66246491 11.65256479 9.80562410 13.22290628 12.89433261 6.13381831 9.14431078 9.14300329 4.94267871 10.57057545 10.74960231 9.45152806 3.03578225 12.70544640 8.08018010 8.09377776 2.20570529 0.03576465 9.61510212 7.85596541 12.94876908 9.33270234 11.37897193 8.63011092 8.74659258 4.17656214 7.58653283 9.67059730 8.72578409 10.44123083 11.80190099 13.65451584 10.18044440 7.56716741 10.44623762 10.39773003 12.53687698 9.93363165 9.24035727 7.99868238 11.60302935 12.25389534 10.43292601 12.04998107 6.67241120 9.67331685 2.73621520 13.78230264 11.95911370 12.01038005 4.76370901 1.03576465 0.62077407 12.70799054 12.68896719 11.35096691 7.12324923 9.97976614 13.15974593 12.23423125 9.97756743 11.01949239 3.20570529 7.67603111 5.46205232 4.49521546 9.57397507 7.89566252 10.66468736 2.35772090 13.17245137 9.34526263 11.90595825 10.85636413 1.35772090 9.80727570 9.52641649 8.72053499 6.96451184 7.81714612 8.48493484 11.76370668 9.12589876 8.42309279 4.98998366 8.36446125 8.97095141 7.76370635 10.08086322 11.23729757 7.89687305 9.17021251 5.01306468 10.12986397 3.55934497 11.51781262 8.54159770 1.35772090 9.98779934 9.97072282 11.26760743 NA 5.35771386 6.02447040 11.19092068 10.93022506 8.07744544 12.47561709 10.42810365 8.52563434 10.80148672 11.05954057 10.65141582 6.62824284 9.35771430 9.54951381 0.03576465 -0.96409462 NA 7.47457800 9.03544796 10.75645800 6.75688585 9.66058159 5.69399704 9.26460492 TCGA-B0-4697 46 1 578 NA kidney stage iv t3b nx m1 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7.282743e-07 7.282743e-07 10.9809508 9.2994803 9.0669707 5.7939531 12.7858789 8.6043464 10.9968923 NA 5.9176490 2.4016305 10.1464686 9.2565031 10.9133875 7.9485290 12.2681410 7.1020744 11.3002362 6.6684213 4.4890997 10.8067763 10.3009917 8.0015478 13.4742699 NA 7.3441494 NA NA 10.7624819 10.3860532 8.1227338 5.7235640 8.5462930 9.6590226 11.3047635 12.2827487 10.1312556 9.1055385 7.4677237 7.9251966 9.6037586 7.8934878 12.2093922 6.8278990 9.5815439 11.6049828 5.3558303 11.7105426 9.3323721 11.5205759 9.9884745 7.5411865 7.2471253 10.5049226 8.4623309 7.8362631 6.7939518 0.4016305 9.9465993 9.1055385 0.4016305 7.8610664 9.3085254 4.2089932 10.3832021 8.8934878 4.9251972 9.2471248 10.4930702 10.7269403 10.5334917 14.7019874 7.5615064 7.1431015 5.7235640 10.9044666 7.4677237 8.3441494 3.2089854 6.5309182 9.4100633 9.2903781 10.0508910 8.5615060 8.6962554 6.9562240 6.5914595 12.6195925 10.6916537 0.4016305 10.9427314 9.5042404 8.5360611 NA 5.5715585 8.4072593 9.0526865 10.0793544 7.9790639 9.6183807 12.0727335 9.4514833 7.0659751 4.1020786 8.0309915 4.3085283 0.4016305 9.4432940 7.3323723 9.4432940 10.1747740 9.8131458 8.2408385 11.3115279 10.2596158 11.0501452 10.0616307 10.3367999 12.4030430 5.1020744 11.7309883 10.7558842 10.1681638 9.7613843 10.3279308 0.4016305 5.6495637 5.0454910 0.4016305 6.1829942 14.3260762 4.2089932 5.9251972 10.7492562 10.8722937 5.1565220 7.6304535 9.3931566 10.4704131 10.6098692 10.8934277 11.4384952 9.3115279 10.7514689 6.9251972 2.7235586 3.9865930 NA 10.8404266 13.8061111 9.2345248 7.3674191 9.3817744 5.3558303 11.0043337 8.1089938 10.3535023 4.2089932 8.4184430 7.2345253 10.2762013 7.7679573 8.0669707 9.8173766 12.7213069 10.7359081 8.3789147 9.6208759 3.3798289 12.1342262 9.1598580 8.7054157 10.1261487 5.8934884 2.4016305 7.2218133 11.0309914 8.3196631 6.1295550 10.4226147 8.6062061 10.7810132 7.2964528 10.0145033 11.8549054 9.9330162 8.2389473 5.6110868 8.9054604 10.2518217 NA 11.3781989 7.8934878 6.8278990 12.5892962 10.6483754 9.3204980 10.8600414 10.3630845 9.0634129 11.4917340 9.2596157 10.2250020 6.0163448 2.9865930 11.1124412 7.1020744 3.2089854 4.7235640 4.7939531 8.9676888 5.3558303 9.9959595 8.3030446 6.1565220 3.2089854 2.7235586 10.8814151 10.2949364 10.8579892 12.2926590 7.1960503 7.8948499 5.0292408 10.5926940 11.1829945 10.4717558 8.4072593 9.4730971 11.0328119 0.4016305 8.8974897 NA 0.4016305 10.5939276 8.1764220 9.4514833 9.0811148 10.5840291 11.4329914 12.7649483 0.4016305 9.9847175 11.4378084 10.4784504 NA 3.4016305 NA NA 6.2596152 13.8496220 9.7896522 7.1431015 11.2696856 NA 8.5765603 8.7964404 9.6110881 9.0163448 6.9562240 11.4697413 9.9714904 10.2329420 9.3175141 6.4890981 10.9884746 9.6519332 4.3085283 9.9395714 11.0846294 0.00056000 0.00402430 0.00513590 0.06938200 -0.00391370 -0.00021248 -0.00857660 0.00027728 -0.00097017 -0.00263220 -0.00263220 -0.00263220 -0.00263220 0.00346870 0.00118800 0.00056000 0.00402430 -0.12655000 -0.13103000 -0.13103000 -0.05842300 0.00055459 0.08507600 0.00277450 0.00277450 -0.00567570 0.00013863 0.00013863 -0.00857660 0.00041593 0.00041593 0.00000000 0.00000000 -0.00148530 -0.00995650 0.01001100 -0.00097017 -0.00263220 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.332371 11.304763 8.869240 8.861066 9.654300 9.122734 3.861062 10.117597 10.351257 3.401630 7.917334 6.074060 9.517979 14.334403 10.243985 9.677759 6.649562 7.001548 9.489098 8.308526 8.456917 11.094250 6.234524 8.990349 9.027344 9.875341 9.510159 9.435058 10.998756 7.320498 12.188713 2.986593 6.611088 8.115880 5.156522 10.524463 10.387477 10.016345 8.929112 NA 10.899487 8.384628 6.571560 10.052687 4.102079 9.867201 10.117597 6.909430 10.210599 9.407259 8.520576 12.310027 11.752022 9.759187 13.424003 12.910915 6.956224 8.571560 9.440554 8.936910 10.270457 10.149828 9.689347 5.611087 13.195848 7.940793 6.530918 6.446030 1.401630 10.100339 9.647187 13.363989 10.785339 12.403043 8.979064 7.208989 9.069208 11.716784 10.786419 13.384807 10.893428 10.974335 13.296263 10.796097 4.489100 11.692230 8.728064 10.844578 8.802514 8.066971 7.940793 10.638845 12.116739 11.557086 11.272770 4.723564 7.714518 5.355830 14.089498 10.236106 12.964354 7.045491 1.986593 1.401630 10.632856 12.506234 11.077521 7.378915 10.095122 11.892486 11.196051 11.300236 10.806776 8.811026 9.329413 12.252603 8.832087 10.166506 11.790648 7.893488 7.811026 11.441822 7.827900 11.510159 10.570307 3.571555 12.662554 9.300871 7.687037 7.855975 10.281218 6.971491 10.108994 7.442637 9.007929 5.489097 11.147309 9.393157 7.510159 11.650748 10.817377 9.059846 12.198486 6.489098 10.273540 8.551382 12.802792 6.971491 5.401634 9.381774 10.644023 12.188721 12.347810 7.541186 5.611087 11.030991 10.723563 10.333850 12.589296 10.297967 9.808903 10.225002 11.707127 10.056271 7.272000 10.084629 11.338273 8.228183 1.986593 2.986593 11.339009 12.558808 8.412862 6.687037 8.576560 8.059846 10.027344 TCGA-B0-4698 75 1 42 NA kidney stage iv t4 nx m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 1 2 2 2 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6349882 11.1162394 5.7364128 3.1008263 12.6718321 8.6593762 10.0479394 NA 3.0049687 1.7529198 10.2422017 8.5017039 11.6284410 10.3659370 13.2180964 6.1072506 10.3819265 7.1545559 6.0281801 10.7197342 7.4381273 5.7028598 12.8221067 NA 2.4633870 NA NA 10.4371715 9.1722867 7.0042755 4.8170297 9.2664492 9.5909590 10.5147545 10.7653987 11.1200180 9.8604748 9.6647015 4.1008263 10.3015479 12.3852354 10.6663345 -0.1215493 9.8975593 10.0179833 3.2003631 10.6844444 9.7451956 10.8849918 10.5857911 7.7405525 1.4634132 9.5924198 8.6969397 9.0162771 4.1008263 2.1008095 11.7121127 9.0959858 -1.7065118 5.4227510 10.2368047 1.6154163 8.6890035 4.3809303 3.4227578 8.7101721 13.6486140 11.3397409 10.0862598 15.4892357 7.5555646 9.4633944 6.3213762 9.9986698 6.5695944 10.0345151 3.1085245 3.2934735 9.4059090 9.0281790 10.4036265 10.0340935 8.8326283 8.9982378 8.8199686 12.5885926 9.8297167 3.4227578 12.5402101 9.9359229 6.9658951 -1.7065118 7.0179831 9.6210222 9.3642612 9.3862266 8.2003602 9.2520222 11.4232354 9.1806902 6.1565402 1.2934882 8.4201737 0.8784507 NA 11.5228891 1.4634132 9.1890447 10.3957733 9.8523685 9.3268926 11.0441764 8.8557119 12.1654651 10.0537736 10.7757732 12.1208122 3.6153928 10.2614773 9.8096619 10.1947135 5.2592537 9.7113220 -0.7065118 -0.7065118 0.6154163 NA NA 13.5312769 3.2476693 0.8784507 9.1958446 10.1459990 4.0483583 5.7197338 10.4438514 11.0173437 9.3649317 11.0966137 8.9614679 8.3555154 10.9936924 1.1008431 -0.7065118 5.0213909 -0.1215493 10.0558515 15.6235110 5.6063534 NA 10.2714648 5.6421990 10.0992133 8.6310912 10.0440215 1.6154163 2.4633870 9.5437679 9.5295973 9.2821541 9.3993779 9.8403639 12.7013347 10.6943489 8.2793116 10.1334014 2.8406646 11.3382050 9.8803092 6.6597919 8.7207822 -0.1215493 11.9682134 7.4201741 10.7023298 2.7698564 7.8602657 11.2482110 7.4533406 11.0705192 1.2934882 9.9773413 12.7462898 10.1742009 9.2524209 4.7197365 9.5502679 10.8079370 -0.1215493 4.6510230 10.0281790 7.5150564 12.8798401 10.2920599 10.2821541 11.1140473 9.8765522 9.1358198 10.8993216 9.7002060 10.8133514 3.5413909 -0.1215493 11.1684508 11.4294993 0.6154163 1.2934882 2.1008095 10.4652717 0.2934882 10.9170195 6.8943485 5.8933816 6.9973726 0.6154163 11.7280977 10.9771220 10.4539712 11.7860738 9.0264847 7.5461351 5.2571766 12.7813723 11.3426373 11.5042929 9.5834882 9.5126380 9.5938221 6.9264644 8.7963012 NA -1.7065118 10.6131415 7.5174710 10.7031255 9.2570880 10.3286122 12.0716493 11.4282166 2.2003474 5.7610751 10.0903202 10.2411064 NA 2.7528984 1.2934882 -0.7065118 6.5695944 12.6917455 9.6322059 8.9463145 12.5289602 1.2934882 10.3822576 10.1059156 10.2074807 9.7529011 6.5318742 11.3762838 9.5724996 10.6714933 9.8442163 7.8012641 9.8933822 10.5071813 4.5681051 7.5979348 9.9291875 -0.2392400 0.0731150 0.0788070 0.0647970 -0.2436300 0.5780900 0.0319990 0.2744200 -0.0311180 0.0000000 -0.0154290 -0.0154290 -0.0212350 -0.1400200 -0.2263800 -0.2392400 0.0299660 0.0546930 0.0597250 0.0597250 0.0597250 -0.2146600 0.2725300 -0.2054800 -0.2054800 0.0192230 -0.2111900 -0.2111900 0.0319990 0.0580810 0.0580810 -0.2003700 -0.2003700 -0.0015243 -0.0910230 -0.2131700 -0.0311180 0.0000000 0.000 0.000 0.000 0.000 0.573 0.573 -0.200 0.000 -0.224 0.000 0.000 0.000 0.000 -0.213 -0.213 0.000 0.000 -0.239 -0.239 0.285 0.285 -0.229 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.208 0.000 -0.205 -0.205 -0.240 -0.240 0.000 0.000 -0.211 0.251 0.000 0.000 0.000 0.000 0.000 0.000 0.573 0.573 -0.200 0.000 -0.224 0.000 0.000 0.000 0.000 -0.213 -0.213 0.000 0.000 -0.239 -0.239 0.285 0.285 -0.229 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.208 0.000 -0.205 -0.205 -0.240 -0.240 0.000 0.000 -0.211 0.251 0.000 0.000 11.1684508 11.9896763 9.9570276 5.4533398 9.9934755 10.5255905 0.2934882 9.9219150 10.4468537 5.1514489 8.7415856 1.8784507 8.6097509 14.0622741 9.0508594 8.3954450 7.2650130 6.6377653 9.1822126 7.3595589 7.9534655 10.5952514 6.2764632 11.3456979 9.7445002 10.3551782 7.6176497 4.8933816 11.3997052 5.4124090 12.2411849 3.7853204 7.1008242 8.9364236 NA 10.3951169 10.5473169 10.0583410 9.4078626 NA 10.3172238 8.9747080 7.4708890 10.5357504 8.3849050 11.2127052 10.1116521 7.1168367 5.8170322 9.7275764 9.4266118 13.5798106 11.1990445 10.3967573 13.6745392 12.8151312 7.1852531 10.5759788 11.0803517 8.0550204 11.1028356 11.4298198 8.5174710 3.8170297 13.6773425 6.7569939 3.1008263 0.6154163 -0.7065118 10.8926850 8.5306794 15.0199271 9.0690797 12.1208122 9.7301811 8.5138476 5.9335703 6.3649313 12.5545359 12.1177321 11.0966137 11.2753934 14.0388812 10.0395638 4.7197365 11.2483928 7.7893243 11.0827993 10.4311011 9.3993779 8.8032445 10.4384463 12.8907073 11.2563655 13.5171314 7.0781038 10.3822576 0.6154163 14.1703401 10.4013403 12.4471006 6.1761133 2.5413909 1.9938917 11.5719189 14.3204467 11.1282782 6.8248506 10.3849048 11.8095388 11.3241366 10.3819265 10.7197342 8.0649588 7.8989490 9.6895391 4.1263617 10.3227567 13.7299051 12.3852354 2.4633870 12.9551240 10.1223993 11.2154963 9.9530194 2.2003474 12.5166416 9.9589075 9.4808215 7.8368299 8.9507880 9.3067922 9.9422764 8.2663485 9.3259285 2.5413909 9.4968174 8.5707570 8.9782179 12.0636171 11.0813720 7.4832942 9.4851456 5.0878871 10.8711343 4.8480570 12.5586684 9.3782777 0.8784507 10.2714648 9.8929685 11.8566657 5.2934698 8.2018622 1.4634132 10.7023298 11.0727784 10.2414716 12.8798401 10.9878273 7.9729494 10.8133514 11.7794245 10.2128170 5.2242062 10.5695938 11.3329026 -0.7065118 -0.7065118 -0.1215493 10.4860705 10.9945917 9.0433388 1.7529198 10.3822576 5.5972511 9.7487966 TCGA-B0-4699 74 1 110 110 kidney stage iv t4 n0 m1 19-3-2015 male 2004 110 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 1 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4287799 11.1923045 7.4399638 1.4231479 9.9952240 11.3666141 9.5075209 -2.1616533 3.5080736 7.2644576 8.0646054 7.6821140 10.7633765 8.5420967 11.9165105 6.7748305 10.4833807 7.3380384 9.4492178 10.9558360 9.8836113 7.0327533 12.0069583 1.0081283 4.3927845 NA -1.1616533 9.3749258 9.8357253 7.5194310 3.9674730 9.3937407 9.2586796 11.4625315 11.3092330 10.7465855 10.5227224 8.6055499 4.2644614 10.2790621 7.8211866 10.4021041 0.4232016 10.0412350 11.0795802 3.7923869 11.3774729 9.7763022 10.0470369 10.2039685 7.9739022 3.9674730 10.9210239 9.0075417 8.4061489 9.3860515 0.1601457 10.5329861 8.2401392 NA 5.2811381 10.0935166 1.7450652 9.1522095 10.7775885 3.0081104 10.4249905 11.6129800 10.8118903 8.9276435 15.5498330 8.9170110 8.5989130 5.4004355 9.7066297 7.8948305 9.7454592 2.3223320 1.2976023 9.5933267 9.4222158 10.1345355 9.8071908 8.7872901 7.9777441 7.3360450 13.7807303 9.9457369 NA 11.7880196 10.7175483 9.4834010 0.1601457 5.0378654 9.6358545 8.4240945 12.0573614 9.4482950 10.1146082 11.0458174 9.1640604 4.9719022 -0.1618146 10.3415218 1.1601457 6.5281915 10.7482735 2.2976316 9.7821728 10.3335483 10.5517942 8.4711883 9.8300689 9.8176181 11.8921315 9.6647415 9.8733357 12.3449964 6.5106186 11.1798883 10.9906362 9.3474730 6.6195524 10.3666470 NA 1.7450652 2.6961719 0.1601457 0.1601457 13.5317343 3.3300420 1.4231479 9.6403053 10.2873416 4.4080461 6.4928290 8.0439864 11.1061500 10.3042694 12.0724280 7.9069711 9.5817651 11.0824081 8.2539349 1.5386375 7.6599666 -2.1616533 10.0828541 14.3401700 9.9450830 5.0573593 10.6183225 6.1957452 10.1198333 7.7008302 9.1931749 4.2976243 7.6358545 8.1979425 10.2672203 11.4048416 9.6330148 9.8226113 12.8036165 10.2096973 9.4104193 9.3577752 8.0110707 11.9036091 9.8518646 10.0552419 10.9408248 0.1601457 1.7450652 8.7054717 8.6063771 12.7566337 6.7615499 10.4563490 9.4923814 11.4821618 6.6390932 10.9485131 14.2888565 10.4420511 8.3196089 4.2305105 8.2602576 11.4051983 -2.1616533 4.2475858 9.3990034 8.2955738 12.1887178 9.5618538 8.8154730 10.3277901 10.4044849 10.0458174 10.6516415 9.0902670 11.2461245 7.8039774 3.5661089 10.0564535 8.0500810 0.8381854 3.1236000 9.9219980 11.4901415 1.1601457 9.9083138 9.7238932 6.3695747 -1.1616533 1.0081283 11.2679920 10.4820491 11.0774931 11.8243016 10.4822745 8.9997971 5.2912978 8.8226113 10.6463527 11.7161480 9.0267818 10.1328137 10.4452920 3.3300420 8.3734681 -0.1618146 0.1601457 10.7616114 9.3489572 9.4376410 9.4334504 9.6770029 13.5086832 13.0824081 5.2305105 10.0768961 12.0971269 10.4236226 -0.5769059 1.8381854 0.8381854 NA 7.6080308 13.9631623 8.0218284 9.1572891 12.2318515 0.4232016 9.9677979 9.3234739 9.9398404 9.2353326 7.6487645 11.2307787 10.1824888 11.4744777 9.0922117 5.6260945 10.1592755 9.3199925 5.8902181 8.8028443 9.6207818 -0.476150 -0.476250 0.283900 0.089561 0.027256 -0.243020 -0.442970 -0.492140 0.187220 -0.268790 -0.268790 -0.214790 -0.093139 -0.468440 -0.476150 -0.476150 -0.580110 0.283900 0.283900 0.283900 0.283900 0.032775 0.144440 -0.444050 -0.441060 -0.439820 0.069956 0.069956 -0.378080 0.000000 0.000000 -0.545120 -0.545120 0.264510 0.113160 -0.458960 0.187220 -0.268790 -0.443 -0.443 0.000 0.000 0.158 0.158 -0.545 0.287 0.000 0.113 0.113 -0.494 -0.494 -0.459 -0.459 0.187 0.187 -0.476 -0.476 0.379 0.379 -0.490 0.116 -0.476 -0.476 0.284 0.284 0.000 0.000 0.144 0.144 -0.447 -0.447 0.000 0.000 -0.440 -0.440 0.000 0.000 -0.122 0.000 -0.443 -0.443 0.000 0.000 0.158 0.158 -0.545 0.287 0.000 0.113 0.113 -0.494 -0.494 -0.459 -0.459 0.187 0.187 -0.476 -0.476 0.379 0.379 -0.490 0.116 -0.476 -0.476 0.284 0.284 0.000 0.000 0.144 0.144 -0.447 -0.447 0.000 0.000 -0.440 -0.440 0.000 0.000 -0.122 0.000 7.9506323 12.1019023 9.6059635 8.6647413 9.8961846 8.1935441 2.5386375 9.5225033 9.9046185 4.4529051 7.8126073 8.7435799 10.5767075 13.1421520 7.6758209 8.5159127 7.8647161 9.1067349 8.7807074 9.6864245 10.2940338 9.9109954 8.0043559 10.1674287 10.4063462 11.6164754 9.9434467 3.0476431 10.8971993 9.7250327 12.0377671 2.0081283 6.8097360 8.2717781 -0.5769059 11.0946965 9.9815761 9.8951693 7.9930108 0.4232016 11.1098019 8.9143406 9.3980480 10.4106563 6.8988891 9.9694068 8.7843682 7.1802672 5.1419722 9.8438174 9.0360238 13.3445935 11.2825608 9.7707769 13.2797430 13.6273190 7.6946184 9.9286362 10.4558899 8.3860513 9.3744401 10.3158273 9.0005843 8.7600339 12.5675481 8.1780428 7.0932211 6.2175720 1.7450652 10.6971452 9.5163528 13.0555448 9.8550013 12.3449964 8.9427916 9.3088518 5.3749456 11.9024304 9.5537260 14.5327821 12.0724280 11.1738624 13.3142429 10.7231266 3.7689253 10.7443319 8.8388973 11.3973310 10.4508311 9.6330148 7.4892443 9.5695120 12.6035826 11.2019170 12.1414029 4.3459853 8.1880270 7.2894038 13.6066541 10.9838067 12.2543307 4.8268789 1.0081283 -2.1616533 11.4418193 12.4263805 11.1738010 6.5316793 10.7652301 11.740191 12.706051 10.483381 10.955836 7.994276 9.758546 9.613803 4.377353 10.132814 11.790142 7.821187 6.507078 13.265385 9.095581 11.880707 10.810814 1.538637 12.715477 8.163004 8.615448 7.684388 8.815473 10.333298 10.783820 9.458413 9.391822 5.792389 10.917511 9.675427 7.976464 10.949981 10.487674 10.877112 10.675427 5.392781 10.056151 5.141972 12.857059 9.540366 5.489244 10.618323 9.524063 13.393831 4.028021 8.811173 8.335047 8.606377 11.558330 10.263147 12.188718 11.731210 9.466183 11.246125 10.786378 10.652639 8.028018 9.997118 10.025545 -2.161653 7.081367 3.123600 10.791116 9.675032 9.991112 5.941480 9.967798 7.624463 10.227286 TCGA-B0-4700 60 1 1980 NA kidney stage iv t4 nx m1 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 2 4 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 5.895554e-07 2.080784e-07 10.50695722 9.87247912 7.64540986 3.39748811 10.69335592 10.41790197 11.78804250 0.52306006 3.97938518 2.63849094 9.71283803 7.56740779 10.85019192 8.12540314 12.68435540 8.36431591 10.11733817 7.95764186 3.74540946 10.30982772 9.04395961 7.78667411 14.38319524 NA 6.45375132 -0.06190244 NA 10.03805627 9.79758582 7.25093411 4.18597752 11.61533022 9.66937000 9.98517493 11.90257240 10.47089392 9.78275681 7.55276054 7.68288506 9.88787768 7.49263995 11.37866069 4.61047566 10.50124735 11.19720582 4.79603182 11.48373951 9.10672310 11.04788167 10.01286152 7.49647194 6.99333357 10.37059293 9.42085900 7.96319087 7.17167121 1.74540946 10.10170076 8.82527174 0.52306006 6.72595378 10.24525190 3.98244605 9.30546580 9.48687302 6.10797655 11.23022025 13.17891688 11.26784739 10.26223159 15.65983113 8.08525574 10.14811351 4.63849094 9.66597149 7.20014630 9.59268707 3.16301561 7.58190707 9.14872239 9.38099454 9.98585659 9.12416526 8.40157543 8.73084134 6.93240493 14.18230336 10.76539377 NA 11.32526059 10.91771556 9.10546909 -0.06190244 8.42589103 9.38513418 8.29999465 9.74701523 9.08525601 10.96940760 10.83665240 8.39748255 10.40205040 3.33037196 8.40972611 6.46943181 NA 9.61312587 5.02551168 9.38203062 9.62630132 9.85243619 8.51359023 10.75982503 9.78040131 11.40402550 9.70954051 10.05764062 12.55804169 2.74540946 10.87373916 10.34584985 9.96940768 8.42186664 9.76062182 0.52306006 2.10798910 2.52300986 0.52306006 6.37267878 13.86174992 6.47720941 9.89224742 10.02882508 10.34266041 4.93805050 6.88641846 11.62761231 10.44584566 10.04068288 10.99739552 9.45572052 10.45522826 11.25828748 5.31308982 2.84494800 3.79603701 0.52306006 10.23496720 14.22139265 8.57104610 8.61047640 9.45572052 6.96041904 9.55551844 7.88349497 9.84132280 10.98789958 7.50410471 7.44584586 9.65746548 9.05179324 8.50410511 10.47672494 13.52776069 12.13311559 9.40565653 9.82070934 2.18142064 12.25220940 9.53703393 8.82527174 9.54260417 9.93452446 7.15237003 7.87763015 10.97765558 8.77626227 6.93246163 11.42362880 8.36011579 10.51547987 6.17645642 10.11110345 12.33371904 10.35062089 8.95639039 5.71941073 8.07504213 10.26279417 1.25996542 10.82260317 8.83589661 6.60338748 12.41416434 10.19130762 9.07247726 11.70499396 9.88422624 9.21301160 10.88126549 9.50695712 9.89442718 8.02816356 3.10797236 10.92673571 5.46161368 3.33037196 5.06733325 3.46160714 9.95416286 6.47720941 10.35739508 6.85840379 5.12787673 NA 1.25996542 11.00313052 10.68372540 10.92709067 11.10107170 8.06475570 7.93458078 6.07545134 11.83986073 11.04886058 10.62848555 8.87909859 9.77725482 10.54861454 NA 8.66426914 NA -1.06190244 10.13219226 8.32391359 9.77725482 8.69960230 10.06023198 13.83915362 13.69861506 3.69294044 10.54074994 13.38964853 10.57603437 NA 5.25998048 2.10798910 NA 6.17645642 13.65245756 8.96595711 7.16205290 12.09697623 -1.06190244 8.33893066 9.15910640 10.86137852 8.89660366 7.05699205 11.28290169 9.41682075 10.95137368 9.08687079 8.33251371 10.64885745 9.06604532 4.97938061 7.85971368 11.34531880 0.01944800 -0.03531200 0.05209900 0.11638000 0.09594400 -0.02944800 -0.06303200 0.01126100 0.01228500 -0.00926660 -0.00926660 -0.00926660 -0.01479900 -0.11927000 0.01944800 0.10293000 -0.03814500 0.70851000 -0.08166100 -0.08166100 -0.08166100 0.00041593 0.11638000 -0.08080700 -0.08979800 -0.09757300 -0.07013500 -0.07013500 -0.06303200 0.02034300 0.02034300 -0.11182000 -0.09775900 0.00000000 0.01279500 -0.14759000 0.01228500 -0.00926660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 0.000 0.000 0.000 0.000 0.211 0.211 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 0.000 0.000 0.000 0.000 0.211 0.211 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.757432 11.413278 9.320675 10.542141 9.239547 9.961805 3.523010 9.415809 10.912107 4.492642 9.464550 5.025512 9.353793 13.736978 9.344256 9.025514 6.679518 7.712838 10.541677 7.732467 9.105469 10.861379 7.530508 9.500293 9.534371 10.211847 9.973538 6.469432 12.207324 7.817634 12.450664 3.185978 7.195439 8.043960 7.563760 11.023192 10.37995771 10.00481302 8.60870725 0.52306006 10.51830960 8.45375090 7.00951290 9.90959462 5.39748126 10.30546580 9.63501864 6.90383486 8.22806974 9.95764172 7.82069403 13.02750151 11.16717023 9.80146296 13.22099465 12.31390501 6.92104471 9.14872239 10.14262212 7.90383546 9.63327935 10.34425607 7.42990381 8.65057789 13.23918995 8.33465587 7.24183161 7.97147400 3.25998048 11.30601172 8.88787768 13.39402033 9.36431569 12.55804169 8.75343439 6.83286850 7.08688353 11.38616735 10.95311759 14.62990358 10.99739552 11.46626096 13.33251373 10.66085858 3.33037196 11.01853549 9.47526934 11.27427861 8.61224338 8.50410511 7.59268725 10.68959506 12.54225674 11.63219122 11.34796960 4.89224529 6.65914964 4.77094002 14.24671252 10.91174842 11.99350295 7.18597851 NA -0.06190244 10.25828748 13.29312678 11.25966913 6.86878799 10.28290169 11.666609 12.256876 10.117338 10.309828 8.592687 9.736523 12.781678 6.137723 9.959031 13.155438 7.492640 6.732467 12.423493 8.716128 11.575808 10.074401 2.938060 12.519840 8.533477 6.862863 8.193741 10.240690 8.532376 10.966993 8.012193 8.853930 6.347442 11.929041 9.826033 8.908157 11.238404 10.932404 9.400553 10.218822 4.719413 10.798750 6.036083 12.350563 8.299995 6.380994 9.455721 9.925443 12.515480 8.145066 8.407693 4.745404 10.977656 10.728318 10.680360 12.414164 10.794477 9.503153 9.894427 11.985516 10.129110 6.166870 9.968718 9.974225 5.313090 1.745409 -1.061902 11.921757 11.215411 9.038713 4.429904 8.338931 8.849443 9.424886 TCGA-B0-4701 66 1 238 NA kidney stage iv t3a n0 m1 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1945206 9.9351739 7.7601890 3.1695082 12.0486585 7.3362664 11.9220130 -1.2229696 2.5679591 6.0060152 9.5195049 8.4407537 10.9167468 8.1522346 12.0680783 10.3293842 11.0307475 8.2770414 3.3621613 9.9969690 7.9090524 7.8646585 12.1494865 -1.2229696 6.2928958 -1.2229696 NA 10.5703923 10.0631756 7.3356163 3.4776385 8.4318314 9.7094102 10.8853932 10.9294803 10.4215024 9.5017092 6.7884221 8.3845256 10.2760446 7.0156002 10.8095856 6.3240905 10.2222103 11.1067115 1.9471051 10.7516100 10.2574807 10.1865864 10.5428960 8.0855346 6.6289442 10.4741282 9.0005094 8.0718163 5.3919052 -1.2229696 9.9122633 8.5941790 1.0990932 6.8378915 9.1812725 2.9471238 10.3163543 10.1748700 3.6840894 11.2993454 10.0752580 11.2201389 10.1385910 16.3340083 8.0251229 10.7105173 4.9269435 9.8732517 6.8486580 6.1695122 2.3907227 9.7444217 9.7523270 9.0568060 9.6382824 8.5017094 7.8432848 7.4636960 7.0392898 13.9362389 10.6941945 NA 11.6517926 11.7499994 6.0625967 -1.2229696 3.2366304 11.8508350 8.7138333 9.2045083 9.1533207 7.7429797 11.7231879 9.3696525 10.7892717 2.9471238 8.4706825 0.7771988 NA 10.0480747 7.5220291 8.5797119 10.2340632 10.6409946 8.7357483 9.4398639 8.4120066 11.6110699 9.4192471 9.7835215 12.8405905 2.7771988 11.2811677 10.7901691 9.9122633 8.0991237 10.0203694 -0.2228012 3.3621613 2.7771988 -1.2229696 8.4407537 14.1816385 8.9878668 11.8373847 8.9744120 9.6406074 3.8215878 6.9320139 10.9918181 10.9405306 10.2584903 11.5550548 9.5245494 8.3900640 10.8082073 6.5973747 4.7544760 5.6351768 NA 9.2478544 14.2689546 9.4092819 9.7616139 9.0923449 7.2325226 10.2894421 8.1844633 9.4787878 6.4065520 9.2263440 6.3546249 10.5937872 9.5764770 8.8817943 11.2402088 11.8813027 10.9380123 9.0672144 8.8167040 2.2982477 11.7014512 9.1950481 10.4854172 9.3630968 8.6053321 NA 7.6537121 11.0033065 12.1113486 9.0061824 11.3168389 9.0568060 10.7057138 8.2710507 9.7967862 11.8217603 9.7891215 8.3047898 5.0625967 7.5287393 10.4789351 -1.2229696 10.6945675 8.5169760 7.0439820 13.0208901 9.9502479 9.3260173 10.4810990 10.5877671 9.7573350 11.0064889 9.0024030 9.7750805 8.9890836 2.4776255 11.4045013 7.1036246 2.6281903 4.9670210 3.4210482 10.4420872 6.6720137 10.0439820 7.0866713 4.9670210 -0.2228012 1.0990932 11.1005317 10.3822119 11.3329828 11.8126819 8.2529289 9.4219531 6.5137323 10.9297972 10.6452463 10.9402161 9.1780750 9.9116218 11.2735499 NA 7.9719522 -1.2229696 -1.2229696 10.0815468 9.3630968 9.0602839 9.1114688 9.8719330 13.3770502 13.2552698 0.7771988 10.4151787 12.4887549 9.7870241 NA 2.7771988 -0.2228012 0.3621051 7.4880016 14.5075064 9.6085027 7.9546151 11.5865616 NA 8.4689388 8.8830648 9.7197100 9.3105251 7.4460800 11.4420871 9.3928251 10.8280644 9.8875614 6.5716116 10.6199386 9.5941790 4.7190082 8.4988755 10.0203694 0.01014600 0.01502800 0.03031000 0.37775000 0.00000000 -0.00338570 -0.01835300 0.03510000 -0.02211400 -0.00836430 -0.00330390 -0.00330390 -0.00277070 0.00889200 0.00889200 -0.00062538 0.01502800 -0.38369000 -0.38369000 0.02791900 0.02639100 -0.00885260 -0.01365000 -0.00604580 -0.01354000 -0.02411400 -0.03387600 -0.03387600 -0.01945200 0.00332990 0.00332990 -0.01354000 -0.01354000 -0.04441500 -0.00345130 0.00541390 -0.02211400 -0.00330390 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.8883311 11.8551794 9.1114688 13.0474178 10.1435177 -0.2228012 3.0991269 9.6945675 10.6483576 2.8646517 8.6735278 8.0946082 9.2780373 12.9358840 8.1823367 8.0060141 6.4776352 6.5320831 8.4566756 8.3752480 9.0752580 10.0138077 6.0251241 8.7328454 10.1532937 10.0912122 8.2468375 10.6167929 11.3475255 7.8051015 11.9041967 4.3007607 6.4566748 7.2968318 8.7995633 10.7042326 10.1939930 10.0957383 7.9496231 -1.2229696 11.1067115 8.1036251 5.1695122 10.4597512 5.7197092 10.0030054 9.8030271 6.2770419 6.6413813 10.2123448 7.6195458 13.0107402 10.5119050 10.0108151 14.0226367 12.9044176 7.8804835 8.6148232 9.3163542 8.8378912 10.1855252 10.4160838 7.3240896 5.5585554 13.1107002 8.8593444 8.9446137 5.3771099 0.3621051 10.0457374 8.9508725 13.7250606 10.6136403 12.8405905 9.3992472 8.0509908 7.7136566 9.8412645 12.4059827 15.1813890 11.5550548 11.6160054 14.3435171 10.7601890 2.8646517 11.1617094 9.4345140 10.7371974 8.5845503 8.8817943 8.3470513 10.2514083 12.6894299 10.9774811 11.4531503 4.0991269 6.6840865 4.3919052 14.4738066 11.1405089 12.7363824 7.3808221 NA -1.2229696 11.5480658 12.7645483 11.4085635 7.4845547 10.8085521 11.7364730 12.3773407 11.0307475 9.9969690 7.9244004 12.2099983 13.1552193 6.9571044 10.1876468 13.7500276 7.0156002 8.0923449 12.2745034 9.2509012 11.5470333 10.7669447 2.8646517 14.1178453 7.9933590 7.0203700 9.3859862 9.3863743 8.9141866 10.6799474 8.1409361 9.3177884 5.5186610 10.8047559 10.7244671 9.7473013 10.8436210 10.4456372 10.8938643 11.3997049 5.0439831 9.9218537 8.7884227 12.4214393 9.0591254 8.0878081 9.0923449 9.4019909 12.6109750 6.5119044 9.0191787 3.9064770 11.0033065 10.6685994 10.9685631 13.0208901 10.9811552 9.3919054 9.7750805 11.0625977 10.7573422 6.6475606 9.9301140 9.6636542 0.3621051 4.2725682 0.3621051 10.9839046 12.1692780 9.4327262 4.3621613 8.4689388 8.4931573 9.8580130 TCGA-B0-4703 51 1 182 NA kidney stage iv t3a n0 m1 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 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8.7329034 8.1805348 5.0350476 9.9244978 7.4193535 10.2358600 1.7097759 6.4791465 9.6944406 9.4581874 9.7035197 9.5846302 8.0139239 8.2399593 7.5306233 12.8294628 10.6137049 NA 11.6003040 11.3336648 8.7068144 NA 9.1585668 9.4353306 8.4385049 10.2714505 8.3109549 9.9125629 11.1038877 9.2979065 7.3431866 5.4289597 8.3552965 2.6962387 NA 9.6802445 7.1710246 9.0010996 9.3527751 9.7899344 8.4605313 10.7948964 9.9125629 11.4065025 9.5824796 9.8459921 13.9272897 3.8567069 11.3173402 11.1101218 9.6995563 7.2417773 10.5321096 -1.3913800 2.6087856 1.9306995 -0.3911908 5.9216648 13.4984763 3.0010996 4.3636687 8.8459921 9.4783761 5.2812086 6.2526389 11.1576041 10.9957224 10.0085942 11.4218900 9.8738112 7.7787073 10.5914193 5.7068151 5.1633699 2.1937402 -1.3913800 10.3880911 14.5771565 8.2794383 9.3434918 10.0021727 7.0517256 10.3765528 7.5156730 9.7245931 2.0682237 9.4072540 7.4161371 10.5622912 8.9430554 9.3298813 12.1467286 14.0483534 11.5363750 10.2961578 8.9995745 3.5768728 11.1643300 9.7743173 9.8309734 9.3443383 6.0434101 1.6087619 9.6955819 11.4574051 5.9133849 6.9850814 11.5955131 8.5126642 11.3913709 8.5350782 9.9508568 12.1784005 10.0646231 8.7513871 7.1284182 8.3819214 10.2873824 NA 11.2625229 9.2133354 7.6172110 12.5662470 9.4112985 8.0723068 11.3991307 9.9497450 9.1175673 10.9001688 8.8194536 10.6765527 8.0723068 4.5156746 11.6233258 8.9870769 4.4801358 5.1165769 4.4416694 10.2589364 6.3161421 10.7192884 6.9674338 5.6962443 NA 0.6088092 10.9399791 10.6020744 11.0237316 11.5295072 8.1956222 8.9869362 5.0338723 12.1011361 10.3831575 11.1271895 8.9363349 10.1411381 11.9121349 NA 8.4400893 NA NA 10.1140976 8.8999529 9.0845156 8.8814120 9.8578956 13.1145317 13.6741563 2.4161371 10.9791972 12.0843890 10.3715794 -1.3913800 4.1633699 0.9306995 NA 7.9148437 14.5290653 8.5731230 8.8999529 12.7654183 NA 9.1175673 9.1019071 9.4040101 9.1556766 7.9419373 11.4239653 9.6795740 11.1873907 10.0335626 8.3686706 11.4367203 9.0371422 4.6551400 8.2837866 9.9989511 0.00277450 0.02492400 0.03045100 0.30753000 0.01970100 0.39274000 -0.00166290 0.01335300 0.01623400 -0.00857660 -0.00857660 -0.00857660 -0.01200800 0.00086823 0.00086823 0.00277450 -0.35305000 -0.35897000 -0.35981000 -0.35981000 -0.35981000 -0.00912860 0.25699000 -0.01532900 -0.01532900 -0.37200000 -0.01532900 -0.01532900 -0.00166290 -0.01876500 -0.01876500 0.00041593 0.00041593 -0.19237000 -0.01752900 -0.23379000 0.01623400 -0.00857660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.192 0.000 0.000 0.000 0.000 0.000 -0.194 -0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.359 0.000 0.000 0.000 0.315 0.315 0.000 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.192 0.000 0.000 0.000 0.000 0.000 -0.194 -0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.359 0.000 0.000 0.000 0.315 0.315 0.000 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 0.000 9.638760 12.248688 9.421762 7.825528 10.471032 6.935212 5.717306 9.780585 10.562218 3.363676 9.486833 2.515662 9.378620 11.811977 7.910278 8.268778 6.230833 7.677560 8.521671 8.555688 8.704179 10.476833 6.163372 9.036095 9.663386 10.735164 8.937457 4.491423 12.011128 8.618611 12.237536 2.856707 6.350250 7.416137 7.472969 11.090077 10.8558196 10.4365219 8.0723068 0.1937087 10.8799534 8.9630316 8.8755688 10.9597214 5.3636687 10.6735250 9.5209231 7.3022688 6.7120702 9.9778341 8.8531461 13.5115812 10.3552965 10.5626149 13.6128271 13.0573780 7.9967994 9.1795867 10.7341957 7.4542721 9.6151082 9.5889218 6.6311494 9.8121301 13.3331362 9.0661629 6.3161421 7.8327837 4.0682151 10.4925710 9.7140360 13.1797645 9.7849554 13.9272897 9.7002176 8.0139239 7.1684274 11.4642347 10.6909312 15.5245449 11.4218900 12.5752877 13.3835692 11.4385049 2.8567069 11.0953658 10.0043163 11.2059036 9.1421119 9.3298813 8.2741181 10.0687260 12.6771406 10.7084588 11.9512666 5.0181712 7.3536162 3.9663382 13.7837402 10.8093743 12.7795679 7.4914250 NA 0.1937087 11.2299183 12.8977203 11.9757832 7.3802714 11.0532795 11.6050791 13.0075927 10.8369996 10.5231673 7.2490271 9.6010125 11.1847941 7.1401641 10.4189522 13.5670698 7.0804573 7.6640646 13.0928895 8.4193539 11.6351327 10.2607308 2.6962387 12.5522128 7.9119462 7.2741181 8.3672885 10.0266346 9.2198069 10.1681592 8.0599933 9.0702616 5.6311509 10.9970686 9.9729169 9.8993770 10.7215475 10.4400895 9.4721941 10.9832783 4.1323465 10.3930080 6.8231010 12.9741833 9.1748363 6.4479858 10.0021727 10.1537225 12.7752592 4.7986053 7.3736534 6.6311494 11.4574051 10.5287628 11.2557909 12.5662470 10.5070057 9.9519679 10.6765527 11.5001862 10.5519417 6.1937442 9.6151082 10.3748970 0.1937087 -1.3913800 3.0010996 10.7692840 11.0668888 9.7354866 3.5156746 9.1175673 7.2952831 10.0506889 TCGA-B0-4706 61 1 65 26 kidney stage iii t3a nx m0 19-3-2015 male 2007 26 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.213791e-06 3.467973e-07 10.9103305 9.6322868 7.6380007 NA 11.4729897 8.4719105 12.0275998 NA 2.7760197 7.0169509 10.1098201 9.9409868 10.6609822 9.4469836 11.6785879 9.0979502 11.4121884 8.8522236 5.0473246 10.6004506 9.4486101 9.4989278 12.2782024 NA 6.9496271 NA -1.3448314 10.4326731 10.7871852 8.1902820 4.6322857 8.7237852 9.9786245 10.6581733 10.8401920 9.8687186 8.6236738 6.6773743 9.2028653 9.6528919 6.5618974 8.7021308 1.9769501 10.5641499 10.3939435 0.2400090 9.6055627 9.3042630 10.5079264 10.2205850 7.8910212 7.3060580 10.7949642 9.1719774 8.3327263 5.3692536 1.9769501 9.4132300 8.9780615 0.6549854 5.8448325 8.4445404 2.6550083 11.2246251 9.4073874 6.5253720 10.0893328 11.7318224 10.6422708 10.5956874 15.9966993 8.6308546 9.3897165 5.1144378 10.1741516 7.6884301 5.4231916 4.0555427 9.8771979 10.0654581 8.8497635 10.2380895 8.2934427 8.3042628 8.2343226 6.3623664 13.5566751 10.5641499 NA 11.2970585 10.4360796 9.4322621 NA 6.7687494 11.6749449 9.2201089 8.8047538 8.5145417 9.2577056 10.9984701 8.2511964 10.4401813 1.8249307 8.5678960 4.6322857 NA 9.3769604 7.3309635 8.2437214 9.2076760 10.6627349 7.9791874 9.6849842 8.8398821 11.1871776 10.0064982 10.4735890 12.3141108 0.2400090 11.1726762 10.4791700 10.4404592 9.2997644 9.6279865 -0.3450146 -0.3450146 1.4623665 -0.3450146 8.1103340 14.3062547 8.5768479 12.2889102 9.6641356 10.1598258 2.9029418 7.2286542 10.5207401 10.5772195 10.0467873 11.7436626 9.3905628 6.1628022 10.8296205 8.2248622 6.8546789 3.6091994 -0.3450146 8.9622077 13.8049523 10.2952517 10.9369368 9.1368063 7.6801464 10.2738511 8.4878967 11.0205582 8.5857441 10.2305460 8.7075748 10.4421788 9.5153178 7.9610682 11.2786597 12.4111461 10.9752433 8.7868639 9.6608559 4.1710226 11.9298217 8.9369368 10.1493624 9.5384138 8.9542149 NA 8.6535971 11.1098201 10.8844415 8.1659883 10.4165580 9.0537505 10.1927105 9.3397554 10.2076760 11.6173606 9.7418066 8.5423188 5.4623632 7.4031995 10.1352921 3.2399632 10.1026067 9.0300463 6.2324363 13.0418124 9.7284789 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9.9651114 10.8879188 11.5653248 9.7238993 NA 7.3299237 3.3368832 NA 6.9310566 14.3456818 4.6808307 12.3279618 11.0131045 10.0373158 2.2214131 6.8748412 9.5716015 10.4275993 10.5928125 11.4095756 8.0458274 6.2946483 11.3203083 6.2062916 2.8063653 7.5848039 NA 10.0511216 13.9218386 9.9851645 12.3044349 8.9287579 6.5789508 9.7747082 8.0244538 9.4345842 8.2326262 7.9447753 6.6917184 9.3835721 9.1322915 7.5848039 10.6753554 13.5144873 11.4637791 8.0027588 10.2604184 4.8548285 11.5774840 8.8961798 9.5068011 9.1060782 12.0912497 4.5433288 7.7185856 10.9102320 11.3562573 8.7136793 10.9143049 7.8063614 10.4445962 8.8580236 9.2712475 11.5335255 9.7670070 8.9949117 4.6364390 8.1202524 9.8237885 1.6364506 11.1707393 8.3334041 6.1910256 12.6206768 10.2316939 8.1948573 10.5949892 10.6780956 8.3368761 10.8536731 8.6917187 9.9413581 7.3299237 3.2213976 11.4361228 5.3643553 7.7238991 9.6903623 3.7238971 9.0814512 6.1121705 8.7370986 7.6098177 5.2511472 2.6364274 -0.3636422 10.8525759 9.8902839 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9.9762864 10.1785009 0.6364506 -0.3636422 0.6364506 9.9172072 11.9439930 7.7501784 3.8843635 8.3123934 8.2621451 10.5175504 TCGA-B0-4710 75 0 NA 96 kidney stage iii t3a n0 m0 19-3-2015 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.626462 7.300547 6.566902 14.553035 10.608109 13.051798 7.355979 5.433814 -1.461164 12.062067 12.336252 11.371561 7.409360 10.738361 11.691597 12.841420 11.731134 9.957375 7.277087 11.679985 10.041330 7.026835 10.239002 14.731703 6.131452 6.253241 12.508339 9.198099 11.517348 10.489916 2.239429 13.233571 8.107179 6.829015 9.456345 9.779787 9.412439 10.818896 9.053710 9.600130 5.833616 12.232700 11.136117 11.035600 10.946529 10.109325 9.146326 11.573622 5.266918 9.521276 7.642284 13.402300 9.194526 8.427739 9.468993 9.402756 12.570783 7.142622 9.158298 5.939875 10.588844 10.170627 10.701072 12.862121 11.218915 10.267341 10.167897 11.169262 11.078840 5.728821 10.194526 10.224182 3.182851 4.878843 1.538985 10.317483 11.610585 9.797561 4.293885 8.362362 8.849608 9.667634 TCGA-B0-4712 76 1 1337 NA kidney stage iv t3a nx m1 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 2 4 2 2 4 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 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9.9427315 7.4165847 9.8672012 10.2250020 10.5227366 10.6013072 8.5309178 11.1787695 1.4016305 8.2944305 4.1386015 NA 9.9714904 6.3004880 8.5223045 8.9928455 10.3140252 8.1498279 11.0631160 9.1840871 12.0450265 9.0622251 9.8096106 14.0667856 4.7939531 9.6804481 9.7599196 10.1238731 6.1917127 9.6256365 NA 0.4016305 1.1386179 1.9865930 6.0358416 14.6229198 11.3662164 8.5682165 10.4717558 10.6908852 4.2429378 4.6993129 10.7705050 9.6862661 9.9740193 11.4468006 7.6777591 9.9206158 11.8714462 5.1204515 3.1386015 4.0645984 -0.1832774 10.6292508 14.4107928 9.1775195 8.2239399 8.7939521 7.7795683 9.3635667 8.5748955 8.6985661 1.9865930 7.8528459 7.4091295 9.3273474 9.3683805 8.6320555 10.7171618 13.7338579 12.9055433 8.9953372 9.9343154 2.2021042 12.8333935 9.3125272 9.2974624 10.5694711 7.9765435 4.2429378 6.8988214 10.9300889 6.4665749 8.4200019 11.6035545 7.6013073 10.3175141 7.6590226 9.7932364 13.3038843 11.2310933 8.4051619 6.5240308 8.0951216 10.7741371 0.8166407 11.1261486 7.8692403 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10.282749 9.921271 8.609462 NA 10.568216 8.006497 5.571559 8.935613 4.208993 10.038863 9.959418 6.578223 7.788216 10.283768 8.471308 13.138671 11.494392 9.857647 12.822998 12.562557 6.693189 9.607835 9.970858 9.117025 9.474884 10.692806 5.966419 8.827900 13.581337 7.506670 6.544592 8.680858 6.174225 11.762665 9.697021 13.229308 8.106691 14.066786 8.320498 6.474884 7.877017 11.439868 10.427697 15.195848 11.446801 11.726940 13.835655 10.502735 2.276110 10.712626 8.679310 11.697786 8.881415 8.632056 7.276104 10.457821 12.168578 10.633256 11.590430 4.026127 6.649562 4.770866 15.127493 11.272770 11.820893 5.914703 2.401630 -1.183441 11.859700 13.532956 10.491606 7.088135 9.954304 11.3321257 11.5943386 9.4659286 10.1764219 6.7355357 8.9485293 12.8059781 5.0645984 9.5807146 13.5294873 8.7824567 7.6746534 12.3447515 8.7766742 11.6812454 9.5723944 3.2761095 12.6197944 8.6011925 7.0834591 8.5640428 9.3770051 8.1020744 9.9721230 7.4026489 8.9133873 5.9865975 11.6025334 9.9884745 8.3941012 11.3002362 10.7019874 9.7466703 9.9822074 3.1386015 10.7182935 6.9407940 11.6707420 8.6208034 5.8827604 8.7939521 9.1905163 12.4676118 6.0163448 7.9587795 4.9459541 10.9300889 11.0755327 10.5192779 12.6913655 11.4077271 8.2408385 8.8841067 11.3085254 10.3867177 5.3244686 9.8596995 9.6070208 3.4016305 NA 0.8166407 11.2079159 10.7438392 8.6746534 0.8166407 7.1295550 9.2154160 9.7310575 TCGA-B0-4713 76 1 202 NA kidney stage iii t3b nx m0 19-3-2015 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.5554251 10.2236470 9.7616225 8.0988406 6.8613041 8.9175729 9.0831115 7.7941903 9.1783061 5.5311569 10.8228859 10.0448273 0.9868114 9.8806427 8.8796313 10.2402892 10.3207363 7.6733359 10.7096431 10.8673272 10.4089003 8.0529245 5.9717298 3.3087686 9.0725292 9.1584294 NA 5.8776068 9.6545385 2.4018762 11.2733933 6.0883727 3.7941871 10.3177076 10.0857449 11.5851983 9.5743006 16.0795927 7.1634243 11.3773628 4.5311569 9.9458715 7.5817821 6.2966905 1.7238206 9.5375822 9.8931650 9.1092323 9.9840151 8.4813579 8.9679271 9.8059502 6.0017865 13.7487330 10.8328483 -0.5981511 11.2200558 11.3378299 7.8776062 -0.5981511 6.1023138 12.1323432 8.5642642 8.4046882 8.4435321 10.4165910 11.3440209 8.5566911 13.4773254 1.7238206 8.8091408 2.2092350 NA 10.1144001 6.1297941 8.6161923 9.9726774 10.9091722 8.2124448 9.5195162 8.7855774 11.8874257 9.3370380 10.0321401 13.2611166 3.6497994 10.9681222 10.1100948 10.2875694 11.3965801 9.4489969 -0.5981511 5.1567606 3.4018762 NA 6.7056531 14.6910634 5.3326113 13.9196039 9.3604257 9.7963357 2.7237988 6.7327902 7.6639679 10.1280911 10.2536220 10.7835944 9.0073525 8.3820127 10.7367050 5.3791531 2.9868296 2.8613003 -0.5981511 9.1450245 14.1441825 10.3912675 11.4328849 8.7506011 7.4352960 10.1229723 8.0778299 8.3395116 14.1911519 8.9175729 8.5337300 9.8456661 10.6745028 7.5817821 9.9612501 13.2978269 11.1815924 7.6498008 9.4145115 3.8834351 12.1519519 9.3102656 10.5388641 9.6651422 11.6309922 8.1766599 7.4242410 10.5855084 7.7069774 9.2324833 10.9244546 7.8897132 10.3443876 9.1005777 10.0618689 12.3914449 10.6270805 9.0378088 5.0742999 7.0312298 9.7671019 NA 10.7016534 7.8937262 5.8448175 12.7908321 9.8102027 9.8613047 10.2645104 12.3636845 7.4131007 11.2512781 9.1617612 9.6987892 5.3560698 0.9868114 11.0923076 4.0457313 6.3905576 11.7613481 5.2598525 10.4578333 4.9254346 8.9116481 6.9096675 5.1567606 0.4018489 -0.5981511 10.7456140 10.4200732 10.9502133 11.0605308 11.5025354 6.9868353 5.3269220 9.6616164 10.5786695 10.7433919 8.5285776 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9.6486136 10.2822219 1.9868478 1.6345468 -0.5981511 9.8385845 12.1066370 7.8937262 2.5717981 7.8365011 7.8572004 10.3296511 TCGA-B0-4714 81 1 99 NA kidney stage iv t3b nx m1 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.26904858 5.38007832 1.84759610 9.77070006 8.66228171 -0.95987908 7.63268700 8.50987158 1.04026122 11.76815028 6.72673042 5.69844076 10.72831842 9.89041675 10.81707407 10.16564329 15.47929776 8.20262097 8.76474357 5.65493957 10.22448531 7.86677819 5.14875518 3.56065382 10.22943663 10.42051230 9.18105955 10.03882025 8.15136569 8.05703809 8.37562030 6.60247173 13.09864444 11.20576497 0.04026122 11.05738623 10.78150299 8.08462399 NA 2.04022615 11.81192565 9.07502876 8.97096722 8.39116882 7.43254691 10.95087254 8.31635440 11.46122429 3.89820835 8.48524487 -0.95987908 -0.95987908 9.66867530 5.57938835 8.73545821 9.52605922 10.47277175 8.53608477 9.64848468 9.53208295 11.51988885 9.50068575 9.59673598 11.86955618 1.36216126 11.50801876 10.97059759 9.67504086 9.09551228 9.88258024 -0.95987908 3.94712376 3.43254524 NA 8.38008005 14.17248857 8.88415098 12.80924117 9.79761987 9.90750857 4.08462558 7.48731269 10.06675332 10.44057562 9.63735122 11.20096479 10.50885388 9.13166510 10.66411133 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12.92430495 8.81666274 9.92210848 5.46649335 1.36216126 9.77239722 8.18743472 12.61942791 11.07468491 11.86955618 9.44004172 7.14351791 7.30382732 10.79636917 10.33599879 15.05527459 11.20096479 11.18870641 13.54579332 10.67367920 -0.95987908 11.75833458 9.23375531 10.43308391 8.84436086 8.20513686 8.21515535 9.84597374 11.70933635 11.61127139 11.11871427 3.12769931 6.67685412 6.53208314 14.28183917 10.35820767 13.09864444 7.20010116 0.04026122 NA 9.81584005 12.43710217 11.26442753 7.48731269 10.56379182 11.484468 12.228046 11.735023 10.340010 8.017510 11.020727 10.534585 7.891979 10.092118 13.201517 5.959093 8.355379 12.319058 8.028914 11.335138 10.887287 1.040261 13.198918 7.600792 7.138262 9.593590 10.174014 8.090079 10.203879 8.434692 9.151365 6.169512 12.607473 10.241741 8.939587 10.995153 10.659533 9.785904 11.936184 4.847586 10.238061 9.061210 13.193181 7.432547 8.318679 9.364410 9.743277 12.374782 3.499667 9.094156 5.563793 10.883366 10.415812 10.729354 12.582778 10.568195 9.129018 10.062598 10.768576 10.685888 7.017510 9.964300 9.949373 3.288152 7.761329 1.847596 10.586642 13.463030 8.834646 5.654940 8.826500 7.928973 9.994426 TCGA-B0-4718 57 0 NA 616 kidney stage iii t3a nx m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 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8.0769107 5.4200815 0.4659222 9.4403007 8.4316702 NA 6.2340701 8.5691740 1.7878086 10.8040653 9.9098656 5.2207749 10.9175609 13.9750425 10.8256356 11.0648690 14.5044622 8.2537889 8.7326725 5.8234386 9.9815860 7.4826942 5.5951694 4.0964052 8.1558843 10.1488807 9.4715106 10.1963562 7.7968028 8.1697897 8.8710277 6.7878138 14.0262786 10.6581789 1.4658700 11.3404833 11.8339614 10.1869853 NA 4.1097450 10.6655584 9.0546008 8.9657321 8.7161846 8.1383112 10.6765574 8.3667528 9.8940683 3.8581999 8.4965534 NA NA 9.6692341 5.9253182 8.6850547 9.4965532 11.2864640 8.7787691 9.0676570 8.3697679 11.3276011 10.2174302 10.4944829 11.7238631 2.7878086 11.3839704 10.5546743 10.3795235 9.1558840 9.4229881 NA 5.4658863 2.4658961 NA 8.0952425 14.7425921 4.6753417 10.6489011 9.8973837 10.2987761 4.0508499 7.4715110 11.0489688 10.4588244 9.6971073 12.0989676 9.6507615 8.6282775 10.9441501 3.2732473 5.8752763 2.0508499 0.4659222 10.3500566 13.4335627 8.0433150 9.2940226 8.8300208 8.2537889 10.9642367 9.0185552 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.740 -0.740 0.000 0.000 0.000 0.000 6.247246 11.756769 8.993363 12.592107 9.629536 NA 4.109745 10.214079 11.201277 2.465896 6.949702 3.858200 9.663103 11.902077 7.180132 7.887951 6.635811 7.073216 8.615633 8.134771 11.605118 10.584827 4.925316 8.825636 8.985522 10.417171 8.584827 3.553348 11.814614 8.109742 12.064376 2.273247 6.372776 7.849590 10.109742 10.198901 10.5835292 10.6376884 9.0824349 1.0508151 11.5386886 8.8921509 4.8234386 10.4559901 3.7878190 9.7923156 9.2828697 7.0583436 6.9005142 9.9294105 7.7742250 12.5701572 10.9607417 9.8365735 13.7277606 13.5068607 6.8057361 8.6383135 9.4244388 7.7138133 9.6395632 9.6118182 8.8387511 5.2207749 13.4572308 9.3561504 9.3439370 6.6753389 2.2732473 10.4999972 8.4460258 13.4556354 10.6073546 11.7238631 9.3862389 7.3238672 8.1013139 11.4996532 11.2423191 15.5519186 12.0989676 11.1576296 13.6929755 10.6532381 0.4659222 11.2460157 8.5184541 10.4316704 8.7489744 8.3847492 8.0011616 10.0328915 12.2427303 9.9015563 11.1532618 3.0508499 6.3362512 6.7232746 15.1832492 10.3300722 12.4818238 6.8582036 2.4658961 -0.5340778 10.9894481 12.2400554 11.1243386 7.9617414 10.1462456 11.3234784 12.4386864 11.3810186 10.3742787 7.1312221 11.4520837 10.6376884 6.5744104 9.9953166 14.2951693 7.2603023 7.9456662 12.4143902 9.0769110 11.5400276 10.2529724 3.8581999 13.6198339 6.2365825 6.3238672 9.7390873 10.1628536 8.5102804 10.2554198 8.9046780 9.4388659 5.5319740 12.6715266 9.6765574 9.3906986 11.3408674 10.6716793 10.1106437 11.2521557 5.9577382 9.4868660 8.4258881 13.5996175 7.8837387 7.1523863 8.8300208 9.8852670 12.3536779 5.1938072 8.8387511 3.1663298 10.4903333 10.6420593 10.6886810 12.6289067 10.4658861 9.0897675 11.0185552 10.9830634 10.6802052 5.8921506 10.4445966 10.0648691 4.2207711 1.4658700 0.4659222 10.3339370 12.2483786 8.9476854 5.3727780 8.4200823 7.7185514 10.2764577 TCGA-B0-4810 47 1 478 NA kidney stage iii t3a n1 m0 19-3-2015 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 2 4 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 1.595268e-06 2.774378e-07 10.60229448 9.89475123 7.77441151 -1.54287854 11.76988209 8.60291855 11.56061480 -0.54308874 2.99180752 5.50139456 10.18023341 8.48075345 10.67979403 8.60038239 12.47624234 8.28354772 10.36651718 8.64187437 3.10085994 10.37325179 8.79015460 7.07170905 13.45506061 NA 7.08270791 -0.54308874 NA 10.36726709 10.36050442 7.86001115 4.23835888 9.28275300 9.77779974 10.28116236 11.51532916 10.46016559 9.33887786 7.36388944 8.15048606 9.78847593 7.85787839 11.57918001 5.52308830 10.18364307 11.56748242 5.18491897 11.45099892 9.52779092 10.91566206 10.20603046 7.69540370 7.33658243 10.43991782 9.51185443 8.02875202 7.21855064 -0.54308874 9.82113379 8.78117969 1.45701636 7.12233519 9.53180953 3.54446066 10.31731017 9.66584308 4.70492728 11.01319138 11.52493759 10.64125465 10.46262363 16.34648526 8.39510865 9.07721896 5.28988978 10.11342403 7.61939027 8.37735197 2.52566801 7.89579095 9.64867521 9.17210318 9.76533815 8.95883630 8.38329518 8.91335350 6.81014615 13.64531752 10.86559425 NA 11.49334446 10.44096538 8.22187080 NA 7.01924155 11.15852222 8.67374509 9.31575731 8.36689218 9.19170871 10.95360326 8.44568367 11.74834827 3.62692969 8.48628639 -0.54308874 NA 9.39068982 7.38477684 8.75849540 9.47450358 9.95035424 8.41264902 10.31147791 9.61876081 11.63173761 9.64373247 10.06432943 12.07481093 3.26435627 10.79277744 10.03348343 10.50922751 9.12499778 9.61118437 NA 1.26435627 2.77892344 0.04194383 8.13647903 13.56943863 7.69301365 11.14065169 9.47658988 10.29462707 4.38773475 7.11877707 10.89734927 10.43463678 10.00726489 11.28802720 9.70729752 8.89786814 10.84555466 5.49042252 5.01158956 3.70492728 -0.54308874 9.15483557 13.56825708 8.65175600 10.20267349 9.29067989 7.35786602 10.21313837 7.89371046 10.10752141 10.22187068 9.11431757 7.22187032 9.90146534 9.38625763 7.96082502 10.58176663 13.48861418 11.57106677 8.73776990 9.48017119 3.27103716 11.83000019 9.21188659 9.85734486 9.11788643 9.22021143 0.04194383 7.94081511 11.02685475 9.98802467 7.87990483 11.25628076 8.88011490 10.39767977 8.25951543 10.09317060 12.21219967 9.77328067 8.53164892 5.46822488 8.64558783 10.05412049 0.77896548 9.99712711 9.07170905 6.27717765 12.65866362 9.80240440 8.75735167 11.41391972 9.69659759 9.48904492 10.90944888 9.31342454 10.08270791 7.57594004 2.36389995 11.12632710 8.04571380 2.36389995 6.63192495 4.28988609 10.21730319 6.55503080 10.30334753 6.90052269 4.83203933 NA 0.45701636 10.73979799 10.61403020 10.99712718 11.63721911 7.88116536 8.27705023 6.19136919 11.24490168 10.92103429 10.86956894 8.77328067 9.81179949 10.57788498 3.81455042 8.53381483 NA 0.45701636 10.04992327 8.60038239 9.19509139 8.79684917 10.04758624 12.62848869 14.45375946 4.98056004 11.35389908 13.21777103 10.63348398 -1.54287854 4.86638875 2.26435627 -1.54287854 5.98056004 14.09010788 9.74644176 6.99227446 11.64774977 NA 8.32118537 8.80186095 9.78511305 9.28830642 7.20854360 11.12411065 9.51431403 11.14415608 9.50344117 8.31653407 10.97466854 9.51904530 4.60674424 8.48653499 10.58885609 0.0049969 0.0249690 0.0528380 -0.0299940 0.0130740 -0.0098185 0.0245480 0.0112610 -0.0176660 -0.0057454 -0.0057454 -0.0057454 -0.0055375 -0.0226060 -0.0226060 0.0049969 0.0115390 -0.4712000 -0.4712000 -0.4712000 -0.4712000 -0.0180780 -0.0136770 -0.4812300 -0.4812300 -0.0327230 -0.0246610 -0.0246610 0.0245480 -0.0117490 -0.0117490 0.0102850 0.0102850 -0.0360910 -0.0110600 0.0095883 -0.0176660 -0.0057454 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.471 0.000 0.000 0.000 0.000 0.000 0.000 -0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.471 0.000 0.000 0.000 0.000 0.000 0.000 -0.481 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.853604 11.595751 8.968752 10.962811 9.378096 7.442841 5.198467 9.699578 11.098148 2.704916 10.382183 5.565524 9.481446 13.862805 8.768747 8.297777 6.387736 8.321185 8.907179 8.032538 8.996158 10.330059 5.849316 8.986430 9.337998 10.323119 9.171245 3.916429 11.470671 8.912326 12.247235 2.916438 6.874851 7.918479 7.885359 10.739219 10.005821 10.006784 8.659123 2.544461 10.761065 8.462624 6.751620 10.021625 5.184919 10.052723 9.917967 7.351816 7.700173 9.890585 8.835294 12.941319 10.561598 9.865329 13.346123 12.518860 6.434280 9.116103 9.749896 8.195091 9.647441 10.383295 6.972698 7.045714 13.639820 9.358620 8.654216 6.387736 2.980555 11.048054 8.013505 12.665233 9.982030 12.074811 9.375117 7.093624 7.063997 11.424225 11.338687 15.540271 11.288027 11.004135 12.744423 10.373625 1.916438 11.732687 9.724371 10.079966 9.042901 7.960825 8.056912 10.327749 12.717037 10.665843 11.163927 4.778929 7.399514 6.700173 14.103062 10.546450 12.427285 6.586283 NA NA 11.002929 12.825506 11.133959 7.560287 10.623790 11.852132 12.258505 10.366517 10.373252 7.803513 9.981051 11.280764 7.733124 9.722028 13.833373 7.857878 8.210216 12.558139 8.815650 11.191709 10.313425 2.456990 12.607619 7.861289 6.845017 7.636162 10.034853 8.703740 10.343077 8.524434 8.736610 5.924604 12.319927 9.841783 8.679794 10.899424 10.840433 8.708481 10.017332 3.411196 10.390321 6.948852 12.758350 8.038200 6.596551 9.290680 9.602632 12.161443 6.283548 8.604204 6.904082 11.026855 10.606746 10.816474 12.658664 10.619076 9.424946 10.082708 11.527120 10.594980 5.996158 10.077677 10.092717 2.980555 3.314986 5.787916 10.152227 12.027138 8.673745 5.157440 8.321185 7.883264 9.902014 TCGA-B0-4811 48 1 1417 NA kidney stage iii t3a n0 m0 19-3-2015 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 3 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.53162e-06 9.710324e-07 10.0586562 9.5837351 8.2523698 2.0749506 7.5985119 7.7451815 12.5468792 1.0749164 2.2999187 7.6970016 10.7425052 10.3747304 10.4231249 8.2916961 11.2657007 9.8847182 11.4991163 8.9591207 4.5985141 10.6781127 8.9530009 9.0450560 11.5975315 NA 6.8431347 NA 0.0749164 10.6155624 10.5095783 8.1703472 4.0291436 9.0189298 9.5343817 11.9309864 10.2183333 10.1315878 8.1860855 7.1782376 7.8464394 9.3957507 6.6674068 9.6988316 5.5506822 10.6266583 10.0421763 1.3968719 9.9636933 9.3798717 10.2189709 10.2971412 8.2892692 5.5985111 10.3678468 8.2348213 8.4036248 6.7823090 0.6599246 9.5747960 8.4822179 0.6599246 6.7402854 8.6429062 4.2448718 11.6804295 6.6063312 5.4499905 10.4640167 13.0911490 10.4198007 10.5652996 15.4037126 8.6692745 9.8037209 5.9938125 10.4996412 7.8298375 7.0174643 4.0722430 10.2310331 10.4864610 9.0130594 10.1275181 8.0378462 8.3487454 8.7006589 6.2548586 13.2661635 11.3097675 6.6599131 11.0990508 11.0631092 7.4715549 -0.9249466 5.3603537 10.3735855 9.4790272 9.1193442 7.6970016 8.8348382 11.1342945 8.2068068 11.9125996 4.6599131 9.3464131 1.6599246 NA 9.4314019 6.4758291 8.3580384 9.2672429 11.4613514 8.2916961 8.9078401 9.2585853 11.6934044 9.7588218 9.8248194 11.3609301 2.6599017 11.4020170 10.7557491 9.9682516 10.2061640 9.8782740 1.0749164 5.1624115 4.4672664 NA 7.9110006 15.1362790 6.7823090 13.1605885 10.2080923 11.0126916 4.5012162 8.1808585 9.7658210 10.3440767 9.8214644 11.1496167 10.1880410 7.4629676 10.8661129 7.1570993 5.7891945 4.6599131 NA 11.0225870 13.9277234 10.5204823 11.0443365 9.1056171 8.1570993 10.9746846 8.9078401 10.6055417 7.8887311 10.3370449 7.0464932 10.9652865 9.5364295 7.6141091 10.8489134 12.2111401 11.4742279 8.3228777 9.7924036 4.8581452 12.0798727 9.0507980 9.8530272 10.4291994 9.4170246 1.6599246 7.7509073 10.3475798 11.7609865 8.6655370 10.3031675 9.2610644 10.5389852 7.6896598 10.2504995 11.2373414 10.0903651 9.0056431 4.1624115 8.1464124 9.7684369 1.6599246 9.6896600 7.7960493 5.7043076 12.9575931 9.8340059 8.5807617 10.5168568 10.5572538 9.6580327 10.8985561 8.9591207 9.8587668 5.0291481 2.3968719 11.1961597 8.7719176 2.9818344 6.7188068 4.6599131 9.3475797 6.2246963 10.0714235 7.6311494 5.6448052 4.4325052 1.6599246 10.8155741 10.4019412 11.1329418 12.4800915 7.2844031 8.6360471 6.2594288 11.2173763 11.0067956 10.9368124 8.3346934 10.1504292 11.3258405 0.0749164 9.1873894 NA 0.0749164 9.8489133 7.8062693 9.4368939 9.4192460 10.0203939 12.6849367 13.5441467 6.2145018 10.7083994 12.0891449 10.1342945 -0.9249466 4.1193479 0.6599246 0.0749164 6.7684371 13.5336770 11.3258405 6.3510753 10.9050691 0.0749164 7.4629676 9.1138690 9.1847806 8.8935321 7.8693662 10.9364247 10.0042084 10.5587658 9.7658210 7.1624125 11.0005045 9.3109642 4.0955447 9.1666499 11.6348051 0.00000000 0.24622000 -0.13406000 0.50203000 0.76772000 -0.01147300 -0.27007000 -0.00069303 0.24326000 0.09269500 0.09269500 0.09269500 0.09544900 0.02834100 0.00000000 0.00000000 0.24575000 -0.13406000 -0.13406000 -0.13406000 -0.13406000 -0.27547000 0.50203000 0.47804000 0.48182000 -0.01147300 -0.25055000 -0.25055000 -0.26661000 -0.00411500 -0.00411500 -0.00705760 -0.00705760 -0.00788630 0.27537000 0.03735900 0.24326000 0.09269500 -0.270 -0.270 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.275 0.275 0.000 0.000 -0.205 0.000 0.243 0.243 0.000 0.000 0.267 0.267 -0.217 0.000 0.246 0.246 -0.134 -0.134 -0.272 -0.272 0.502 0.502 0.478 0.478 0.768 0.768 0.000 0.000 -0.251 -0.251 0.000 0.000 -0.270 -0.270 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.275 0.275 0.000 0.000 -0.205 0.000 0.243 0.243 0.000 0.000 0.267 0.267 -0.217 0.000 0.246 0.246 -0.134 -0.134 -0.272 -0.272 0.502 0.502 0.478 0.478 0.768 0.768 0.000 0.000 -0.251 -0.251 0.000 0.000 7.6523789 11.4100612 8.9110003 13.3060212 10.1268387 0.0749164 5.9329305 10.5173752 10.4969149 -0.9249466 7.2941189 6.5587651 9.4390847 12.5071004 7.6371922 7.1570993 6.5178930 7.0973179 7.5178937 8.3228777 10.4532449 10.6116829 3.2448718 8.2498757 9.3580384 10.2923020 8.9251369 6.4586543 11.1510976 6.8887311 11.8597709 1.0749164 5.9697675 8.0320523 8.1570993 10.3127575 9.606332 9.970525 8.602427 2.244887 9.958357 8.757945 5.183475 10.371293 6.332337 8.669274 10.038569 7.383289 6.939136 9.332338 6.901498 12.071953 11.239857 9.661790 13.384924 13.186167 6.747375 8.374158 9.292908 7.146413 9.487520 8.904673 7.259825 8.234821 13.133534 9.043617 9.851383 6.441273 2.981834 9.732269 7.879081 12.228185 11.070010 11.360930 9.320503 5.689660 7.518101 9.386698 11.089668 14.422225 11.149617 10.752229 13.835670 10.486991 2.074951 11.483810 8.923573 9.560779 8.421464 7.614109 8.652379 9.949931 11.715873 9.021856 11.134633 4.360350 7.671140 6.843135 14.514470 9.701572 13.375875 7.802870 4.501216 NA 10.204233 12.026781 11.604110 7.754430 10.249876 11.508014 12.098358 11.499116 10.678113 6.789196 10.232928 9.505403 7.574796 9.614109 13.540090 6.667407 8.196484 11.926662 8.469413 11.365257 10.443457 4.932930 13.601877 8.186816 8.100089 11.307863 9.553720 7.069304 10.180859 8.888731 9.205237 3.598508 12.774414 10.611683 8.383289 11.327024 10.450533 9.735837 12.298348 6.387833 10.291090 9.280743 13.406221 6.517893 8.534381 9.105617 9.088901 12.159592 5.733162 8.680430 6.214502 10.347580 10.841479 10.907049 12.957593 10.718806 8.844788 9.858767 11.037846 10.404186 5.882306 10.173640 10.355141 1.659925 3.244872 3.396872 10.615562 13.192879 8.005687 5.629540 7.462968 8.582745 10.235452 TCGA-B0-4813 68 1 18 18 kidney stage iii t3b nx m0 19-3-2015 male 2001 18 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.1763938 NA 5.3302644 0.4476321 NA 9.8237482 10.4961098 8.5691565 2.2549870 8.9790044 9.7295529 12.0473034 10.2182868 10.3102602 9.2124944 7.0549537 13.6426875 9.3530098 8.6546371 8.1271029 5.8905659 9.8084700 10.7824548 3.6955485 11.1031536 10.0250518 10.4574516 10.1428512 8.0250515 7.9029503 10.4384360 9.3595690 8.1618685 7.9593755 1.7695602 9.6137860 9.5807651 NA 6.0022119 9.7774192 2.0325946 10.7963511 5.6374480 5.2025118 7.3721982 13.8052437 9.7684235 9.3469799 14.3558748 8.2091741 6.1480616 5.5769060 10.1454593 7.3056040 8.2931129 4.5414343 5.9394758 8.6225486 8.9633227 10.0447444 8.8527645 7.7330248 7.3545139 6.7963512 13.8344285 10.9692234 2.2549870 11.2075111 10.5142235 9.4348869 -0.5523679 6.3056040 10.8324067 9.3739190 9.4018192 9.1755433 10.1306175 10.8469008 8.2257001 11.9189781 3.4476189 8.0842477 1.7695602 1.7695602 8.8051751 4.6570740 8.4448025 9.7930282 10.6961436 9.0986746 10.3063811 10.1191639 11.0906358 10.2477139 10.0438127 9.4177289 3.4476189 11.1809053 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10.1147345 10.6770426 12.2238503 7.8654753 8.3410153 5.4230705 11.4490311 10.2741714 10.5469707 8.2355256 10.4581511 10.3348435 2.4476321 8.9111472 NA 0.4476321 9.8095667 8.3959903 9.2501392 9.4920170 10.3179877 11.8221191 12.5189177 10.6368298 9.0060435 10.0335243 9.6764416 1.4476321 3.0325770 NA NA 5.7874716 13.6033108 9.8128518 6.2805128 11.4295469 NA 6.9314384 8.1395058 10.0815263 10.5271077 6.9790044 11.1622977 9.2868266 10.0923806 10.1292479 6.8905659 11.8004940 9.5123658 4.0540670 9.3333497 10.9319424 0.0098669 -0.0226060 0.0312950 0.0259520 0.0157270 0.2336500 0.0172640 -0.0478010 -0.0496950 -0.1415500 -0.1415500 -0.1415500 -0.1415500 -0.7935200 0.0000000 0.0098669 -0.0826680 -0.7389700 -0.7389700 -0.7389700 -0.7389700 -0.7226400 0.0186630 -0.7302900 -0.7408100 -0.7539500 0.0156770 0.0236680 -0.0083999 0.0038825 0.0038825 0.0199230 0.0199230 0.0075000 -0.0197500 -0.7193300 -0.0496950 -0.1415500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.639 0.639 -0.739 0.000 0.840 0.129 0.000 0.000 -0.771 0.000 0.000 0.000 -0.550 -0.346 0.000 0.000 -0.142 -0.142 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.639 0.639 -0.739 0.000 0.840 0.129 0.000 0.000 -0.771 0.000 0.000 0.000 -0.550 -0.346 0.000 0.000 -0.142 -0.142 9.212494 11.744252 9.168722 11.926898 9.810663 3.535082 3.148056 10.099571 10.310353 1.447632 8.941478 3.617545 10.184870 10.937972 6.105835 7.105834 7.261404 7.311809 6.813945 7.878075 10.193297 10.599274 1.447632 10.207511 9.185715 10.477600 9.884334 2.907064 10.547628 6.148062 11.823200 3.839939 5.492017 8.369464 2.907064 10.441976 9.9444766 10.1974923 9.8633647 -0.5523679 11.7991143 8.6931757 6.0022119 10.1013637 4.7330235 9.9613506 9.5029054 9.9364673 5.9233560 9.2436627 7.6423796 12.4626895 11.6902016 9.8612509 13.6655806 13.4990868 6.1480616 8.6399159 9.5350858 6.8051751 10.4988319 10.4134072 8.3210672 4.4476255 13.2569891 8.3515047 6.3056040 5.5137118 4.3056058 10.5164012 7.9672591 13.3231803 10.6848328 9.4177289 9.5337592 7.2678017 9.5597627 9.9324458 10.4609456 15.8916672 11.3249071 10.3835246 13.4696439 10.2124946 7.3605126 11.4054505 7.7002885 10.0438127 8.8204879 8.0060438 9.3454685 10.6716246 12.4600729 8.9534346 11.6797440 5.5350856 8.0586477 7.6175483 14.8447714 10.0521762 12.4572766 8.7963512 NA 1.0325946 10.7336030 11.8519662 11.0529682 7.0696742 10.4234709 12.340735 12.289187 11.323372 10.205013 5.148064 8.979004 10.671021 5.175545 9.398908 15.082365 8.654637 3.769550 11.495742 8.308710 11.013677 10.434176 1.769560 11.913189 8.781807 6.161868 8.632647 8.913189 7.062333 10.280513 7.597929 8.955417 9.750262 11.813125 10.859663 8.579480 11.809841 10.604970 8.576906 11.820760 4.805174 9.601175 5.890566 13.070934 6.742243 4.873887 8.848502 10.303161 11.949958 2.617557 7.401819 2.769560 10.838329 10.115622 10.613158 12.623017 10.421320 7.831328 9.432041 11.759087 10.542360 7.671625 10.517073 10.438436 2.907064 1.032595 9.011772 8.994517 11.633161 8.456052 4.657074 6.931438 13.337887 9.602441 TCGA-B0-4814 58 1 168 NA kidney stage iv t4 n0 m1 19-3-2015 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.3565946 9.0651148 8.4978610 1.3565946 6.7141576 8.6076935 2.4720718 11.1258924 8.9737668 5.5530041 11.0578485 11.9657843 10.2166578 10.3798978 15.7602057 8.5997793 10.6237824 4.6785339 9.3528437 7.2952051 6.9515517 3.0607392 9.0004618 10.2787836 8.9725416 9.9396884 7.6875227 7.9835312 9.0811194 6.5198359 14.0146310 10.6458560 NA 11.3393615 11.1172700 7.7316449 NA 4.2634927 12.5211983 8.1159389 9.1553473 8.9352927 8.0195707 10.8521275 8.8050660 12.0956970 3.0935771 8.9980553 -0.2283679 0.3565946 9.5248598 6.7141576 8.0028639 8.7828701 10.9820100 8.3808216 8.0477674 7.9956445 11.3971738 9.7482071 10.1836835 13.1054972 3.2952087 10.8233958 10.7374274 10.3812835 8.3991771 9.7265663 0.3565946 2.8591148 3.0195774 NA 8.9749910 14.4375896 9.3678328 12.5518752 9.2804281 9.6249526 3.4155018 7.1291954 10.5902252 11.0121363 9.4064542 11.7552246 9.1661058 8.0754241 10.8067858 6.5595453 4.3863557 3.7716426 -0.2283679 9.0016635 13.8401275 10.6477763 10.6100591 8.8683583 8.6108469 10.1628866 8.6265114 10.4448152 8.8390775 10.7645814 5.5789991 10.0649940 10.3589518 8.9213902 11.6734527 12.2507917 10.9038215 9.2041850 9.3242449 4.1494626 11.8389093 9.0349123 10.7156230 9.5684939 8.2794379 0.3565946 8.3752693 11.0791285 10.6991210 9.7560971 11.1409678 9.0278518 10.4050924 8.9589952 9.8983476 11.0731393 9.5886268 7.9108616 5.3566051 6.7431864 10.4651300 2.4720718 10.7887994 8.5934169 6.8269260 13.2086148 9.9226596 9.3909460 10.5950103 9.9207551 9.1958094 11.0225277 8.6979392 9.7178183 7.9810963 2.4720718 11.0266716 6.7828698 2.3565946 6.9565179 3.7716426 10.2659987 7.1159394 9.1852709 7.2376995 4.9614659 -1.2283679 -0.2283679 10.6427783 10.5369292 11.2554588 11.5511572 7.9515522 9.2674981 6.7806316 9.9540373 10.5210935 11.4557341 9.1291952 10.0958236 11.3750376 NA 8.1553475 -1.2283679 NA 9.9028570 9.0512535 8.9060692 8.6994211 9.4537598 13.9491794 14.2796235 1.7716321 10.6523745 12.5746642 10.2000032 NA 3.9810946 1.5789870 -1.2283679 7.2062711 15.7910817 9.6725099 8.0913153 11.1997415 -1.2283679 7.6845326 8.9326866 9.2544509 9.2902963 6.6845326 11.0028642 9.6558135 11.1504798 9.4671238 7.6265114 11.5904249 8.7082811 4.6542866 7.8575407 10.1390578 -0.00871460 0.00041593 0.00750000 0.58363000 -0.00747200 0.00277450 -0.00926660 0.01042400 0.01447000 -0.03408600 -0.00705760 -0.00705760 -0.00705760 0.01084200 -0.29130000 -0.00871460 0.00485790 -0.63831000 -0.63831000 0.00750000 0.00750000 -0.32642000 0.58363000 0.00124810 0.00124810 -0.01057800 -0.01188700 -0.01585000 -0.00926660 -0.00743720 -0.00743720 -0.00055444 0.57166000 -0.31751000 0.00652620 0.00444110 0.01447000 -0.03408600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.320 -0.320 0.584 0.584 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.320 -0.320 0.584 0.584 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.093577 11.626706 9.434312 14.839077 10.606114 1.941557 4.197905 10.184213 10.965784 -1.228368 6.951552 7.702381 9.117048 11.116494 6.976215 6.995645 6.610846 6.465130 7.921390 8.807817 11.630401 10.171455 3.816036 7.893177 9.960584 11.236189 7.556278 2.859115 11.210435 8.609271 11.870152 2.859115 5.591823 7.546430 9.205229 11.173589 9.5717341 10.6796603 7.6139935 NA 10.7793712 9.3927791 5.1810349 10.5451944 5.6296247 9.8827788 9.6373764 6.8377326 6.5198359 10.2073133 7.5628057 12.7947910 10.6871490 10.0142218 12.8347010 13.2861105 7.0477674 8.0243086 9.5306989 7.6139935 8.9009260 9.2674981 6.3338852 5.6785339 13.1910108 8.7730512 10.2438261 4.9614659 2.0935602 9.9315144 8.7359838 12.5829174 10.4559534 13.1054972 9.6466244 6.9060692 7.3903220 11.1319415 12.7704979 15.6992590 11.7552246 11.4792179 14.2751893 10.9691669 -1.2283679 11.4683933 10.2387391 10.9009260 8.2574722 8.9213902 8.0754241 9.8840826 12.7524966 9.8043776 11.4537576 5.7374272 5.9213911 7.5198359 14.7312086 11.1767845 12.8170614 6.2714892 0.7716321 -1.2283679 10.5737555 12.2310747 11.5602533 7.5365146 10.5164769 10.7943576 12.4696965 11.2724800 10.2634961 6.5063528 11.7370666 10.4082676 7.0524137 9.8630785 13.6644164 5.8160364 7.0754235 12.6652754 8.5464299 11.4835251 9.7905386 3.6785339 14.1827236 6.9831909 6.6108462 10.5972101 9.4876051 9.0419384 11.2978977 9.2017818 9.3269512 4.8160364 13.0247519 10.5733514 10.1098223 10.9826187 10.0719956 10.8970565 11.5674798 3.2310791 9.7082811 8.3752693 13.3288656 8.7940109 8.0639645 8.8683583 9.0277219 12.6143862 6.9664005 8.7560616 6.1379645 11.0791285 10.5340251 11.6078907 13.2086148 11.2974085 9.4746814 9.7178183 10.8427702 10.7359839 6.4154984 9.7947044 9.9478162 0.7716321 1.7716321 2.3565946 10.6053238 12.1277126 8.9614676 5.5660601 7.6845326 8.6527572 10.3612942 TCGA-B0-4815 65 1 1588 NA kidney stage iii t3a nx m0 19-3-2015 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.0408283 9.8408983 8.5704140 9.6745886 8.9037273 8.5077403 8.9937910 7.0627941 12.5506779 11.3697818 4.9643894 11.5514726 10.9290034 7.8836740 0.5550308 9.2203350 9.3807528 8.2519666 10.1262777 9.0276899 9.9754857 10.9994964 8.7595703 10.3738328 3.1399606 9.3115553 1.3623296 0.5550308 9.9240510 6.2554384 8.7777938 9.8223710 10.9542770 8.8610608 10.3437174 9.9451680 12.3898602 9.5279789 9.7167608 11.9516039 4.8948469 11.4672915 10.6671127 9.8035196 8.7060156 10.1544470 -0.4449692 2.8029170 3.8404028 -1.4449692 8.1879943 14.1984607 4.8217867 9.8859160 9.5322790 9.7934038 5.0941558 7.5745897 10.8311235 10.6929508 9.5301305 11.2179522 10.0423367 9.9891059 10.9943105 4.4618887 4.2554403 7.6919905 1.1399933 10.8783354 14.5590220 9.1427767 9.0428391 9.5731992 5.1248533 10.5763261 8.0706990 9.5915093 8.3526606 8.4528446 7.0548452 10.6596699 9.2981506 8.4857363 10.7438970 12.8109128 11.6343172 9.0438434 9.2886331 3.4332399 11.4873984 9.4768400 9.2981506 9.6156949 11.0613067 5.1549112 8.2274244 10.7765862 7.5703028 7.2112809 10.6907083 8.4603863 10.5884220 9.0528509 10.2589026 11.7685590 10.0332630 8.6795600 6.1843557 8.9311246 10.0775806 -0.4449692 11.9606724 8.1861762 6.8496203 12.8409069 10.4794405 8.8100275 10.5952888 10.6589425 8.5870446 10.8281915 9.4384060 10.3542807 8.1153319 1.3623296 10.6618891 5.1248533 3.5549940 8.9147487 3.4618952 10.2011077 4.9812636 10.8876902 7.6447143 6.0144312 NA 2.1399606 10.7145551 10.0697132 11.5488220 11.9764065 8.7236712 8.9812639 6.2589033 10.7139242 10.8276288 10.6622162 8.7862203 9.8701486 11.2216669 -1.4449692 9.2998328 0.8769589 NA 10.3429016 8.4960468 9.2221107 9.3396338 9.5835958 12.2608474 12.4544504 3.3623577 9.6523728 12.6681715 10.3631588 -1.4449692 4.2554403 1.1399933 -1.4449692 7.2274244 13.6017820 10.0036316 7.8678823 11.1305383 NA 8.8644753 9.4342377 9.6739401 9.4353479 7.6894257 11.1775085 9.7015678 10.5915162 9.6580704 6.7497555 10.2091876 9.4989790 4.5518420 8.6416262 10.2384323 0.17121000 0.01754400 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9.698382 10.482407 6.038816 8.811208 4.876929 9.112463 13.840799 9.361549 9.881990 6.276098 7.070698 10.226982 8.207844 8.625120 10.722104 8.136200 8.629141 9.717390 10.021585 8.642462 3.461895 11.467514 8.032757 11.862315 4.169709 7.090274 7.872411 4.964389 10.767495 10.452088 10.343717 8.484257 -1.444969 10.734286 9.120101 5.734907 10.470132 5.774168 10.066752 10.227424 6.754671 8.870149 10.054347 7.947317 12.812240 11.300463 9.999496 13.437785 12.787570 7.473862 9.540129 9.582905 8.437642 9.582905 10.418024 7.162329 7.143714 12.998202 7.599393 6.663524 7.279513 1.876920 11.225655 8.265805 13.484396 10.413757 11.951604 9.429212 7.940861 6.705914 11.938163 11.464517 15.616866 11.217952 11.504643 13.079296 10.827629 2.139961 11.900682 8.319871 11.597684 9.068727 8.485736 8.554999 10.666787 12.350531 12.300358 11.586699 6.709817 7.762013 7.269245 14.074012 11.077826 12.677018 7.732418 1.724912 NA 10.682993 13.023814 11.741692 7.230956 10.546875 11.145820 12.273532 11.250662 10.235798 9.030733 9.542263 12.826608 7.618394 10.105746 13.622475 7.209635 6.951604 12.210946 8.997943 11.677665 10.253704 1.876920 12.556759 8.290488 7.979165 8.539617 10.095611 8.178880 9.990669 7.491637 9.209635 8.888154 11.483332 10.290132 8.824126 10.788019 10.501174 8.758347 10.968627 5.461889 10.744206 4.599395 12.525520 8.559220 6.455866 9.573199 9.816783 12.434487 11.267311 8.197051 4.663521 10.776586 10.825294 10.827629 12.840907 10.651385 9.377570 10.354281 10.794896 10.271964 6.835770 9.793404 10.421119 2.555006 1.362330 1.724912 11.504279 12.345802 9.120101 5.704747 8.864475 7.856495 10.025150 TCGA-B0-4816 49 1 1371 NA kidney stage ii t2 n0 m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3306214 7.7010936 10.8159992 8.5023736 12.1910593 11.0757237 10.8971819 8.4248444 1.7511209 10.3588005 9.1993443 7.3897346 14.1747313 NA 6.1620670 NA NA 10.2371463 10.1937005 7.7552268 4.1985963 8.4852276 9.6108100 10.5078419 11.6864330 10.2191099 9.5330898 5.6226200 10.2527903 9.6931153 7.4691216 11.3512159 2.2916920 10.2818064 10.8381146 3.7179670 12.7084999 9.2488045 10.6017470 10.4193743 7.9938753 4.4414503 10.6194739 8.3488277 8.2327500 5.6667424 -0.1232768 9.8245453 8.1418890 0.2917214 7.4158237 9.3182258 -0.1232768 10.1558885 10.2194804 6.4864586 10.5953262 11.3614878 10.8544218 10.5716031 16.0891359 8.8172232 9.2239172 5.0730618 9.5903378 7.7613445 6.9570382 3.1551501 9.8191794 9.9106339 8.6775646 9.8191794 8.6689130 8.1865204 8.7885562 7.1465707 13.2164685 10.7208475 1.4616333 11.6840198 10.1056760 8.4376347 NA 2.0990595 10.9501370 8.4414495 9.7920463 7.6203775 8.1574359 10.8608460 8.7745104 10.1643042 3.9355540 8.6525496 NA NA 9.8482084 4.0196219 9.0119467 9.2718419 9.2545983 8.0812363 9.3995734 9.3022304 11.7993831 9.4603746 10.1146714 11.8909179 0.8766446 10.6971444 10.6040181 9.8133028 7.8289209 10.1285418 -1.7083964 1.0990258 1.2917214 0.6136259 8.9409587 13.7800447 4.8766643 12.6766884 8.9904069 9.6786426 5.1620690 6.4666288 9.6520008 10.7526702 9.9215143 11.8739267 9.8103555 7.6136304 10.6429177 5.1620690 5.1371920 -1.7083964 0.2917214 9.8710183 14.1013198 9.1827266 10.5217228 9.4962736 8.1925690 10.2382431 8.0714216 9.8686118 8.1403252 9.3078142 5.8841583 10.0911135 9.6170079 8.6158830 11.2755867 12.1038797 10.9267402 10.0059479 9.3036285 2.0519289 11.4242021 9.4697448 9.9999241 9.7950313 5.7593077 NA 8.3884177 11.0459636 9.5899310 8.2288259 11.2244708 8.5943414 10.7237222 9.6006102 10.5369580 11.4511007 10.0544996 8.2925476 4.8766643 7.5011557 10.1520134 -0.1232768 10.3870994 8.6754067 6.5108702 12.6722987 10.6853610 10.0848993 11.0826617 9.3395080 9.6807959 10.7432561 9.3168420 10.2948689 8.4439874 2.9921339 11.6396006 7.7242444 2.9355540 5.4515738 4.2458987 10.3661784 6.0664896 11.0126947 6.9518407 5.6226200 -1.7083964 -0.1232768 11.1358196 10.3151103 10.7140300 11.4592774 7.5931984 8.0926023 6.5588630 11.5314501 10.9656739 11.1309062 8.8298914 10.1593672 10.9639067 -1.7083964 8.4703673 -0.7083964 NA 9.9091699 8.7449731 8.9382611 8.5713131 9.7221550 14.3280263 13.4705617 3.0990595 11.6318307 13.2470345 10.4870746 3.5771025 4.9210602 2.2916920 0.8766446 6.9174115 14.8811195 9.4540936 7.6689126 11.4195355 NA 8.9685409 8.9714729 9.4357232 9.4093455 7.8191796 11.3471543 9.7562481 10.8269777 9.7786681 9.1434513 11.3496941 9.2567651 4.9971253 8.0576680 10.0012170 -0.00138580 0.00499690 0.00372160 -0.00369010 0.01586600 0.00041593 -0.00954260 -0.01326400 -0.01592600 -0.01945200 -0.01945200 -0.01945200 -0.01945200 -0.00394840 -0.00394840 -0.00138580 0.00499690 -0.44620000 -0.44932000 -0.44932000 0.00372160 0.00249690 -0.00337150 0.00180300 0.00138680 -0.44307000 0.00255940 -0.00013862 -0.01062300 -0.00114260 0.00000000 0.00750000 0.00750000 0.00027728 -0.00083160 0.03231800 -0.01592600 -0.01945200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.443 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.443 0.000 0.000 0.000 0.000 0.000 8.979078 11.650354 9.225393 13.014136 9.361152 NA 2.539630 10.142670 10.873969 1.876684 9.866769 6.099057 9.422916 13.872461 8.116661 9.180446 6.525322 7.826978 8.582873 8.254598 11.478436 9.893009 2.291692 8.592055 9.402636 10.366513 8.422273 9.210566 11.070190 8.606852 12.136871 1.751121 6.913755 7.886027 9.925606 10.408696 10.6268135 10.2906453 8.1450120 NA 10.8327990 8.5455499 3.7511316 10.5499740 4.0196219 10.4248446 9.4458877 6.8269781 6.8841595 9.9521441 6.6404301 12.8232666 10.1985930 10.0415718 13.4984115 12.6732453 7.0499259 9.2224397 9.8906853 9.8216209 9.7053303 9.4067460 5.0059479 4.6136318 13.2728683 9.6332212 9.1230096 6.1985924 3.2917067 9.7304943 8.0162160 13.2994305 10.0398952 11.8909179 9.2839326 7.4028381 6.1644082 11.3685180 11.3946623 15.0130152 11.8739267 11.2527903 12.9596455 10.6037345 1.0990258 10.9733800 9.6220591 10.0457547 8.8776038 8.6158830 8.0042295 10.1850039 12.6465716 11.1502663 11.4012033 5.5771055 6.2803866 6.0664896 14.1070462 10.7947827 12.6778343 6.1682188 -1.7083964 -0.7083964 11.4119402 12.7871827 11.3403152 7.3818146 10.9180959 11.6862990 12.7757071 10.8971819 10.3588005 6.5909104 11.5158548 10.9583702 6.8269781 9.9803898 12.6628249 7.4691216 7.4235597 12.8058401 8.3292492 11.4059328 10.5587816 2.6840108 13.5453652 6.4490496 6.6226185 9.5066650 10.5135915 8.7855577 10.0411529 8.2458987 9.1190451 5.3029295 11.5242732 10.3811529 9.7439436 10.6797197 10.6718929 9.8930089 11.4591206 0.6136259 10.4417670 4.7179670 12.8300708 8.3963012 9.9760127 9.4962736 9.6778558 13.1502663 2.9355540 9.6079840 5.5396303 11.0459636 10.6376620 11.1612962 12.6722987 10.8999572 9.2761209 10.2948689 11.0164294 10.7401001 6.5205213 10.2491673 9.7920463 0.6136259 1.7511209 -1.7083964 10.9523668 11.4397801 9.0540844 3.9355540 8.9685409 8.1418890 10.6539202 TCGA-B0-4817 81 1 1019 NA kidney stage iii t3c n0 m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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9.4653554 11.0385406 9.0815559 9.0548219 8.1352840 6.4517584 7.6834880 8.8231054 7.6021206 8.3960481 10.6653406 10.8130369 9.6576620 2.8667893 9.3644656 9.0619997 10.1008505 10.7867419 7.9734178 10.2823449 9.8458228 8.8626907 7.8461554 3.9923243 1.4073528 8.5132720 8.6241093 NA 8.9191163 9.9838480 10.9131752 11.1250400 9.8093098 3.2147154 10.8708522 12.5844716 10.2331174 10.3351415 15.7717206 7.6505377 10.3239895 4.8992143 10.1190306 7.2715499 5.9923266 2.5772959 9.0403588 8.5288971 9.3789071 9.7157026 8.7627146 8.7405188 10.2552039 5.7111452 13.0973615 11.0119168 5.4948252 10.9979506 10.4763433 7.2653450 NA 4.7292917 10.7905279 9.2291375 9.0938641 8.3673654 10.2892423 10.1446110 7.7605104 11.7980700 1.4073528 9.2497139 3.7292917 NA 9.1008505 3.7292917 7.9230636 9.3513434 10.1437655 7.3381008 9.6192518 9.6168170 11.6803840 9.9052153 10.0275834 12.9629113 2.4073528 10.7036661 10.1463002 9.7802286 11.4483382 9.2402535 -0.5927016 4.8667943 3.5772838 3.4948252 7.0655755 13.9078320 6.1216081 13.9452493 10.5443547 10.1420732 1.9923334 6.1887233 8.2838806 9.5872727 10.2915340 11.1292958 9.8367703 11.2098800 11.0082057 3.4073663 3.6552946 4.6168164 0.4074071 9.4269543 13.5836147 9.9923260 11.6517274 8.1318775 7.1622513 10.0815559 8.0109901 8.8988758 11.3885741 8.7270359 5.1622503 10.5520473 10.2042143 8.0183883 11.1597442 12.4846800 10.9942034 9.1968972 9.5327771 3.3531539 11.8803082 9.3832116 10.7253414 9.7100026 5.4948252 2.8667893 7.0294153 11.0793468 9.5257077 8.5013356 11.2005604 8.0330722 10.4808357 10.1138596 9.4734527 12.4751340 10.2784987 9.4820938 4.7649140 7.4626462 9.8952035 -0.5927016 11.8590898 6.4407861 5.7292917 12.3700789 10.1763749 9.7660148 10.7134253 10.7905279 8.7088597 11.0520130 9.6552910 9.4961517 7.7780508 NA 10.1928160 3.2147154 0.9923334 10.5703842 4.5772898 11.0146939 3.4073663 10.0584153 7.4694636 4.4073663 NA -0.5927016 10.9503954 10.0964880 10.6325710 11.7405189 9.8231053 8.1318775 5.8968095 9.5545685 10.2915340 10.5027606 9.0780197 10.5119623 10.8972115 3.5772838 8.9131752 NA 0.4074071 9.6301584 8.5971881 9.7758700 8.4297314 9.3615598 12.2003572 10.4510745 7.3673658 10.0842022 14.2595517 9.3082305 -0.5927016 2.8667893 NA NA 6.4407861 14.1497783 9.5922389 6.8667955 10.2831129 0.4074071 7.4241722 8.5340682 10.0248311 8.6623921 6.7996805 11.3097387 8.7802287 11.3981767 10.0294153 7.8911792 10.3321761 9.2291375 4.1950011 9.0238572 10.7818597 0.00275550 -0.00318390 -0.10500000 0.13613000 -0.00772400 0.09194200 -0.00018742 -0.11050000 0.01656700 -0.01650200 -0.01650200 -0.01650200 -0.01650200 -0.06423800 -0.00359910 0.00750210 0.00069465 -0.24800000 -0.10500000 -0.10500000 -0.10500000 -0.00152230 0.00000000 0.00125010 0.00125010 0.00194380 -0.24253000 -0.19755000 -0.00018742 0.00945110 0.00945110 0.00277650 0.00277650 -0.23777000 0.01978500 -0.07120300 0.01656700 -0.01650200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.238 0.000 0.000 0.000 -0.111 -0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 0.000 0.000 0.104 0.000 0.000 0.000 0.000 0.000 0.000 -0.198 -0.198 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.238 0.000 0.000 0.000 -0.111 -0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 -0.105 0.000 0.000 0.000 0.104 0.000 0.000 0.000 0.000 0.000 0.000 -0.198 -0.198 0.000 0.000 7.014693 10.498138 8.923063 11.526629 8.934841 7.079789 1.992333 9.907209 10.251489 1.407353 9.875988 6.655292 8.352808 12.179266 7.100850 8.243414 5.961952 8.214718 7.915158 7.895204 11.746100 10.158908 2.992333 8.523707 9.019624 10.910195 8.344002 14.550827 11.463663 4.729292 12.098008 5.135284 8.557111 7.816755 9.188723 10.863718 9.4297314 9.9012190 8.5971881 NA 11.9328844 8.0619997 8.2715499 10.0539222 4.7649140 10.1293172 10.0842022 7.9230636 5.3380999 9.3454729 5.4734525 12.7739590 11.3971128 9.5659733 13.1529329 13.1541928 6.2777282 8.1352840 9.6541041 7.9847921 9.4241720 10.0156184 7.7780508 3.9923243 13.0940829 6.8503069 8.4157920 9.1025917 2.8667893 10.9904464 8.1755481 12.6952202 9.4653554 12.9629113 8.5443548 7.4517576 6.8440755 13.3733282 10.9002182 15.6113615 11.1292958 10.8876489 13.7705401 10.8336283 0.9923334 11.7563683 9.3142542 10.6898729 9.1335818 8.0183883 7.8461554 10.2792688 12.2221463 10.2707755 10.9937295 6.0655745 7.3082307 6.0072762 13.9424548 10.7791402 12.4590823 7.4841792 -0.5927016 -0.5927016 10.7889065 12.1763749 10.9017692 6.8830966 10.6100996 11.8372933 12.3972902 10.4599317 9.8667952 6.4407861 10.1829738 12.1840022 4.6552889 8.8503072 13.4124969 7.6021206 4.4517584 11.2405739 8.4572122 11.3135025 9.2465675 3.3142470 13.4890134 7.7483707 6.2017789 8.7391315 8.5822892 8.1112672 9.3745898 6.2147193 8.3653072 3.7292917 12.2428219 10.0726995 7.8585747 10.9489443 10.1846189 9.8626908 11.0646820 4.3142542 10.1327298 5.6168164 12.9858990 7.7780508 9.0797890 8.1318775 9.6569275 12.6062690 6.1887233 8.5596486 1.9923334 11.0793468 10.8425129 10.3059649 12.3700789 10.7416369 8.8188745 9.4961517 11.1718205 10.1267523 5.5571098 10.3127506 9.7682106 NA 0.9923334 0.4074071 11.1718205 11.9417492 7.7019842 1.9923334 7.4241722 7.8790385 9.6385847 TCGA-B0-4818 68 1 510 NA kidney stage ii t2 nx m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.45938387 7.86490546 5.35033104 10.75885588 9.33892153 8.26286956 2.84783660 1.26285406 9.48962582 8.31194036 -0.54456099 6.50536379 9.06099417 0.04054179 11.19613863 8.99079011 4.74091677 10.74933682 12.17501039 11.13036894 10.51722332 16.18744348 8.43136263 10.05635673 5.02536993 9.57510429 7.63044042 5.68433346 2.03808495 10.35222543 9.81306656 8.47510515 9.74091677 7.59762130 8.01393508 9.02821495 6.87757985 13.09383739 10.45057505 -0.54456099 11.73483500 10.38203667 7.75243083 NA 1.77745128 11.85599382 8.38772958 9.13147168 8.18683380 6.49990806 11.58608518 9.47162645 11.37951055 3.49990965 8.90156414 -1.54456099 -1.54456099 9.74264981 6.86065620 8.46394323 9.30648281 9.94636549 8.22369911 8.33968524 9.21706588 11.20339077 9.46604280 10.34121102 12.47423642 1.45549162 10.80869177 10.37176728 10.09801760 8.78081991 9.70225530 NA 1.45549162 3.36239975 -1.54456099 8.86808451 13.60359393 8.92210090 13.45960338 9.49031360 9.91443387 3.36239975 6.97907645 10.36052549 10.92388410 9.34881622 11.37623964 9.75070950 8.51215221 11.00289116 5.02536993 5.52160358 -1.54456099 0.04054179 9.25398643 13.41962982 9.56665022 10.91109870 9.19022421 7.19698171 10.39839559 8.27728880 9.86667064 12.34387735 9.14725810 5.94736693 10.49548232 10.84729519 8.31504945 11.58479765 12.05275245 10.71496368 9.04047714 9.21152867 3.50601792 11.54959231 8.99370351 10.39509387 9.66861875 9.14289024 NA 8.37586744 11.31873293 10.48332737 9.62017015 11.37530904 8.84890519 10.56109583 8.86808451 10.27848372 11.19402917 9.84353183 8.44564684 4.21040445 6.84353168 10.67074422 2.70343298 9.93276692 8.47649470 6.51621060 12.93042465 9.68132451 9.51688583 10.43064605 9.93731408 9.54165093 10.71107730 9.30570154 10.13058948 7.88387493 0.04054179 11.09779196 6.71290250 2.04047166 6.69391900 4.01009950 10.55519113 7.18002848 9.95931055 6.03294276 4.68433065 NA -1.54456099 10.72434903 10.38255184 11.24504827 11.62120678 7.95735166 8.54424967 6.16700861 11.52697696 10.81334150 11.10858359 8.93630490 10.21207099 11.76043629 -1.54456099 8.49717363 1.26285406 NA 9.76896453 8.66008577 8.91903909 8.75243083 9.76442246 13.38542024 15.41947183 2.04047166 11.21352955 12.24616857 9.53099383 NA 3.54297612 1.04047166 -1.54456099 6.51079739 14.31293681 9.80534873 7.54562711 11.40424684 NA 8.54430300 8.95014031 9.72872749 9.58994097 7.64286688 11.30276777 9.32664969 11.31466113 9.64141218 7.67951599 10.58125096 9.04329200 4.51534661 8.30570154 10.23728419 0.00513590 0.00903120 0.00069327 -0.00719580 -0.00747200 -0.00387790 -0.00152430 0.00763920 0.00319100 -0.00843850 -0.00843850 -0.00843850 -0.00843850 0.00513590 0.00513590 0.00513590 0.00903120 -0.50204000 -0.50204000 -0.50710000 0.00069327 -0.01120000 -0.01064600 0.00000000 0.00000000 -0.00387790 0.00340530 0.00340530 -0.00900160 0.00041593 0.00041593 -0.00138580 -0.01037000 -0.00247760 0.00083195 0.02202400 0.00319100 -0.00843850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.902598 11.550912 9.495804 12.869010 9.706405 NA 2.542976 9.842455 11.025050 1.262854 9.740917 6.409712 9.436368 11.849709 8.183435 8.081224 6.799810 8.288405 8.607799 8.399495 10.803136 9.974659 5.655186 8.528317 9.798700 10.434225 7.561423 6.374377 11.308239 9.232770 12.027219 2.542976 6.754723 7.602720 8.658863 10.402421 9.958843 10.289986 8.427058 NA 10.222871 8.641629 4.338161 10.587693 4.864904 9.688535 9.197824 6.703443 8.092139 9.955360 7.587372 12.790486 10.374378 10.033415 13.709547 12.810040 7.265443 8.427058 9.639770 7.307264 9.419133 8.837058 5.963310 3.040472 13.392337 9.011062 10.347298 5.931248 3.210404 9.438508 7.992733 13.324337 10.370273 12.474236 9.538329 7.804243 6.769395 9.271698 11.102973 15.226282 11.376240 10.988844 12.551571 10.112386 2.914947 11.577534 9.773493 10.264077 8.787551 8.315049 7.981035 10.128824 12.629348 11.092366 11.517729 3.210404 5.898457 7.044229 13.717285 11.333566 12.830758 6.972002 -0.544561 NA 10.766695 12.377634 11.203854 7.662529 11.051937 11.5396586 12.7764561 11.0880555 10.0362442 7.2788815 11.2810697 10.8688781 7.0993710 9.7903465 14.6524490 7.3803269 8.2596458 12.5685812 8.3994946 11.3131069 10.5426460 3.1559597 13.7801874 5.5679013 5.7314521 9.4082849 10.2174813 8.8229293 10.1834350 8.4169643 8.9859210 5.3010059 12.2047556 9.9180169 9.6391500 10.4431340 10.4053414 9.4771886 11.2748954 2.4555179 10.0409467 2.6254342 12.7129467 8.2170659 8.3847730 9.1902242 9.4582382 12.7433713 9.2580310 9.0442293 5.3503310 11.3187329 10.9062104 10.9087852 12.9304247 11.5746178 9.3127180 10.1305895 10.6909305 10.6848141 6.0024100 10.5689312 9.9463655 0.4555442 8.3290047 -1.5445610 11.0182341 11.9744198 9.2692957 6.4723237 8.5443030 7.8064536 10.3154376 TCGA-B0-4819 60 1 183 183 kidney stage iv t3b nx m1 19-3-2015 female 2002 6 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.15287448 6.12022751 2.42991050 9.96483338 9.13664308 0.55542353 7.95061946 9.28902267 5.03656927 10.64555486 9.01760378 6.61433587 9.24194288 13.17879055 11.23638798 10.15535535 14.52575811 8.15038908 9.10747106 5.99284772 10.48716494 7.56666981 8.43195928 3.29241367 9.39359596 9.55885728 9.16153931 9.86983687 8.91152771 8.15287448 8.36064871 7.24660475 12.81567597 10.66788202 NA 11.28732713 10.89964219 9.08161552 0.55542353 6.17015141 9.37880963 8.84084463 9.87059205 8.37349205 9.18722586 11.51857940 9.04194246 7.88025329 3.55544807 8.66570827 5.79065997 -0.02958805 10.02711769 6.59983699 9.23609506 9.84776411 10.00596638 8.21840727 10.64113622 9.89751711 11.63373117 9.78586323 9.70688189 12.93671502 5.94775965 11.12993511 10.64423070 9.68558402 9.07114241 10.20768998 NA 5.17993297 1.55542353 1.55542353 5.69839908 13.85903298 7.34551968 10.42734773 10.48124414 10.19809593 5.39674519 7.16523665 10.05993048 10.37668499 10.34931673 11.71741412 10.64290532 10.18419176 10.61298301 7.49795719 3.72537035 3.36279248 -1.02944080 10.47579533 14.07794227 8.95489829 9.66047802 9.97890862 6.41342314 10.59436146 7.84084463 9.84883745 5.69839908 8.66047802 8.28109267 10.47539825 8.45026027 8.44012168 11.14103102 11.51012347 10.70264741 8.99838593 9.30572525 3.78091897 11.58311813 9.15659431 8.26280145 9.81125796 9.56666981 1.77782998 7.47827455 11.21365397 7.45775761 6.77867249 10.81322316 8.69328761 10.99388781 7.86529777 10.13852524 11.51785655 10.01555708 8.72282699 4.90121929 8.03117571 10.58978296 1.55542353 9.94775995 8.25125090 6.67091963 12.72932778 10.42939921 8.76976149 10.96801232 10.83156686 9.38727745 10.62907971 9.14665319 10.31920808 7.04194274 1.97048557 10.84699688 6.24660380 3.82845895 7.15038908 4.49404433 10.01213914 5.23726542 9.87398525 7.20888495 6.32803219 1.77782998 3.14040239 10.83968825 9.77944408 10.89751711 11.91610670 7.26049901 8.87436173 6.04397874 11.01692192 11.01726296 10.88673265 8.75674945 9.89751711 11.54033556 3.36279248 9.08031070 1.77782998 NA 10.51399519 7.55168058 9.39988671 9.17627315 10.40667102 14.44953391 13.02652491 2.87737126 10.87774624 12.49465436 10.12466519 -0.02958805 4.80337171 0.55542353 -0.02958805 6.93048189 14.02771022 10.90527658 7.61072516 12.04328250 2.14041875 8.94632791 8.84701223 9.40093258 9.56200234 7.40927212 11.20529738 9.92103593 10.46032790 9.68558402 8.64995993 10.58702879 9.23960664 4.55544194 9.08285425 11.16677475 0.1235800 0.0444320 0.0074997 0.2206800 0.1614000 0.0105640 -0.1135200 0.0105640 0.0493800 -0.0167040 -0.0167040 -0.0167040 0.0087528 0.0227250 0.0138280 0.1137300 0.0444320 -0.2496700 -0.2378200 -0.0836510 -0.0836510 0.0000000 0.1100800 -0.0575820 -0.0575820 -0.2417000 -0.1066300 -0.1066300 -0.1135200 -0.1122100 -0.1122100 -0.2365100 -0.1691700 -0.2449600 -0.0784110 -0.1024900 0.0493800 -0.0167040 -0.114 -0.114 -0.112 -0.112 0.209 0.209 -0.237 -0.245 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 0.000 0.000 0.000 0.000 0.106 0.106 0.000 0.000 0.000 0.000 -0.154 0.000 0.000 0.000 0.234 0.234 0.000 0.000 0.000 0.109 -0.172 0.000 -0.107 -0.107 0.000 0.000 -0.114 -0.114 -0.112 -0.112 0.209 0.209 -0.237 -0.245 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 0.000 0.000 0.000 0.000 0.106 0.106 0.000 0.000 0.000 0.000 -0.154 0.000 0.000 0.000 0.234 0.234 0.000 0.000 0.000 0.109 -0.172 0.000 -0.107 -0.107 0.000 0.000 9.693287 11.093955 9.505755 10.724950 9.689869 4.698402 4.429910 9.790659 10.431279 3.555448 7.755115 6.319208 9.410311 14.876877 10.121496 9.425807 6.413423 8.267396 10.071799 8.345519 9.878873 10.799013 8.325831 8.874362 9.417791 10.025762 10.423751 6.918848 11.288458 9.336802 12.030456 5.570393 6.628692 7.907118 6.547909 10.423236 10.88486514 10.37242609 8.81910292 0.55542353 11.42837384 8.50769833 6.79702855 10.26395165 4.39674177 9.69584631 9.97610454 6.69840047 8.30810190 9.82300955 8.82378948 12.57468569 11.22668866 10.14789952 13.73514427 12.90584394 7.27681487 8.76001364 10.18479912 8.85006335 9.98240597 9.53367625 9.21959352 7.45429600 13.25103327 7.54412754 8.00390295 6.37987045 3.67091963 10.58610963 8.89232089 14.39412117 10.37135945 12.93671502 9.04863073 7.39254497 7.71443924 11.36387045 11.64467225 14.46814473 11.71741412 11.19116059 12.51725389 10.70137465 4.80337171 10.99041814 10.04662747 11.34280095 8.95347362 8.44012168 8.22314545 10.49158958 12.47069944 12.21959343 11.35822805 6.56293689 6.87737003 5.54033421 13.88931946 10.49795699 12.76235509 7.59414169 -0.02958805 -1.02944080 10.82144810 12.89464297 11.28245527 7.66744724 10.72411458 11.567601 12.032695 10.737837 10.462333 9.257038 10.377216 12.192369 6.379870 10.029148 12.325396 6.705190 7.684725 12.669609 8.503810 11.682362 10.533199 3.218409 12.963064 7.916421 7.319208 7.819791 10.256460 7.950619 9.907854 7.973295 8.953474 6.614336 11.700101 10.638035 8.781051 10.746913 10.821058 9.616138 10.802974 6.047296 10.551210 7.732031 12.712795 8.145406 6.319208 9.978909 10.114125 12.662114 9.095894 8.330229 6.047296 11.213654 10.882621 10.445200 12.729328 10.448744 9.032526 10.319208 10.878122 10.401978 7.517374 9.676112 10.008713 5.413425 1.555424 -1.029441 12.247622 12.406651 8.822229 3.725370 8.946328 7.509639 9.996312 TCGA-B0-4821 68 1 1230 NA kidney stage iii t3b n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA asian not hispanic or latino 82.56.0 NA NA 3 2 2 4 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.2099085 8.4753674 6.6122183 3.0722430 12.6069045 8.1522499 11.5004932 -0.1757617 3.1541619 4.6056780 10.0704625 10.0459028 10.3419851 8.1971808 11.3967791 7.4279422 10.4307210 8.3922719 3.3478782 10.5441324 7.6791838 7.7441920 14.0682335 0.4092551 7.1552321 NA NA 10.7664636 10.7379531 8.5073102 4.6822980 10.3736191 10.1411629 11.5494690 9.5999260 9.9170729 9.1154864 7.4427014 8.1818678 9.3721742 8.1663906 8.0722430 3.0722430 10.1039263 10.2160964 0.8243198 9.2198498 9.0555368 10.5454149 9.0398488 7.6444944 8.0555368 10.0686795 8.9519619 9.3692802 5.9942403 2.1462316 9.1235237 9.2970066 1.6316631 5.9117779 9.6428979 1.6316631 11.0790491 5.4092789 4.6056780 9.2579012 13.5976095 9.6799630 9.8673430 15.7742792 6.9689743 9.1496211 5.3161675 10.7929825 7.5488296 8.5590252 3.8839336 9.4985080 10.1675014 8.7357076 10.3908455 8.5230205 8.4481973 8.3979629 6.1189369 14.2558460 10.4427013 1.1462642 11.0716499 10.8625797 7.7191335 -1.1755987 8.5590252 10.8313430 9.5178026 9.0067101 8.7697595 9.5134402 12.0291925 8.7008326 11.6170674 2.4092823 7.7872117 4.2837440 0.4092551 9.5875281 4.7069615 9.1120281 10.0561370 11.5503210 8.5539364 10.8137103 8.2123330 11.6061201 10.4618463 10.2765569 12.0972371 3.9942448 11.8548673 10.5007136 10.0893447 10.5273541 9.5488296 -1.1755987 1.4092551 1.9942539 2.4092823 7.2919212 14.7444127 5.9432579 9.2421683 11.4265506 11.0193803 3.0722430 7.8850118 10.2166331 9.9954926 10.4726733 10.8161812 8.9011312 7.4573111 10.4573109 6.1730435 NA 7.1641658 -1.1755987 10.2267949 13.8180502 10.1993552 10.1752549 8.6396989 7.5825387 10.9800827 8.9967432 10.0395696 6.4316464 8.9791339 7.2755267 10.3075219 8.3634747 7.2959911 10.3769848 13.3049797 11.3757837 8.2857952 10.1220803 3.3314759 12.8903208 9.0410617 8.6380970 9.9367553 7.9892225 6.5316746 7.2080197 10.4595804 7.3272275 6.5037955 10.6627318 8.4878738 10.4618463 8.5351222 10.0331598 12.0651071 9.9203719 9.2002890 5.2505789 9.9057991 9.5833717 3.1462479 10.2781008 7.9432568 5.3321100 12.6496721 9.7734129 8.8044553 10.7524639 10.4949720 9.0875848 11.2042735 9.3201708 9.7191335 5.3161675 2.5247658 10.8816306 4.9536005 2.7312050 7.3712103 3.9117779 8.9024665 4.7550531 10.3663802 7.3517926 6.0817039 0.4092551 1.8243198 10.9632274 10.1944582 10.6834622 12.9132696 8.1074038 7.1280964 4.9546291 10.4069282 10.7138197 9.9785010 8.1950030 9.5221521 10.3879886 0.8243198 10.4390256 NA NA 9.9600250 7.3000496 9.2959909 9.6838505 10.6003374 12.1528504 11.9164122 6.3712103 9.5394198 9.9452015 10.0627205 NA 3.3478782 NA 0.4092551 5.7550531 13.8386414 11.0304144 5.4967404 11.4807406 2.1462316 7.8299402 8.0579354 10.6187316 8.4699743 7.4390255 10.6977598 9.4932008 10.8281850 9.7822521 6.1280975 10.6532456 9.7712220 4.2837440 8.9602429 11.9707253 -0.15298000 0.40400000 0.08637700 0.56241000 0.00013863 0.29644000 -0.01876500 -0.00719580 -0.20660000 0.01712400 0.01712400 0.01712400 0.00925440 -0.13897000 -0.15170000 -0.15298000 -0.61403000 -0.51465000 -0.51979000 -0.51979000 -0.51979000 -0.62760000 1.02010000 0.00069327 0.00069327 -0.26252000 -0.33179000 -0.65789000 -0.01876500 0.01335300 0.01335300 -0.01024900 -0.00114490 0.00000000 0.01642500 -0.14349000 -0.20660000 0.01712400 0.000 0.000 0.000 0.000 1.115 1.115 0.000 0.000 -0.145 0.000 0.000 0.000 0.000 -0.145 -0.145 0.645 0.852 -0.153 -0.153 -0.427 0.756 0.000 0.000 -0.210 -0.210 -0.515 0.000 -0.165 -0.165 1.013 1.013 0.000 0.000 0.000 0.000 -0.263 -0.263 -0.323 -0.323 0.000 0.000 0.000 0.000 0.000 0.000 1.115 1.115 0.000 0.000 -0.145 0.000 0.000 0.000 0.000 -0.145 -0.145 0.645 0.852 -0.153 -0.153 -0.427 0.756 0.000 0.000 -0.210 -0.210 -0.515 0.000 -0.165 -0.165 1.013 1.013 0.000 0.000 0.000 0.000 -0.263 -0.263 -0.323 -0.323 0.000 0.000 4.605678 11.543918 9.300049 10.495414 8.790100 2.731205 5.538560 9.769028 10.451193 1.146264 8.552236 4.846684 9.121232 15.685875 7.638097 6.700832 6.719134 5.682298 8.987965 7.932840 7.743179 11.124382 5.755053 8.597455 8.833319 9.247432 9.290902 7.991734 11.791182 7.618731 12.164712 2.731205 7.081704 8.181868 5.510816 10.727821 10.3856037 9.7364566 9.3221675 0.4092551 11.8411240 7.8795980 6.3161693 9.8890585 5.1641668 9.8734836 10.1960923 8.5125659 6.8073098 8.7741423 6.9328407 11.7474575 11.6073139 8.5090644 12.8435589 13.0801557 5.8243147 8.2796431 9.6643068 6.4753670 9.9111154 10.7379531 6.0141410 5.3634760 13.1311607 8.8823074 6.6187320 9.0674898 6.1371981 9.6807412 8.0698686 12.7918122 10.1223783 12.0972371 9.1085616 5.6698063 9.9613710 11.2342369 10.6264282 15.7514918 10.8161812 11.2964988 13.4924251 10.9419588 4.9942403 12.1420110 7.9638671 11.1493400 8.0410617 7.2959911 9.3683142 10.5891873 11.6268321 9.0946111 10.4618463 7.7431790 9.1383325 5.1818658 14.3685606 9.8207893 12.6959322 6.9942403 -1.1755987 0.4092551 9.6962210 11.7315820 10.6038628 7.0674892 9.6056754 11.9091241 11.6540385 10.4307210 10.5441324 7.2672596 8.5020354 10.8435589 6.6946810 9.0615256 13.5184761 8.1663906 6.8795980 11.0737226 8.3478778 10.8122903 9.9197128 3.4681662 13.0337691 10.0322207 6.6316704 7.9426857 8.3301272 6.5991035 10.0355957 7.4896513 9.4716303 4.0722430 11.5758598 10.9117786 7.6603661 11.6944878 10.8591147 9.0178412 11.3513040 1.9942539 9.4816342 5.4967404 13.0600914 5.6316718 5.9223477 8.6396989 10.0897901 11.7659136 5.2672586 7.6885021 3.8243198 10.4595804 11.0252143 9.4600338 12.6496721 9.2939576 8.7857653 9.7191335 11.3229157 9.7304547 5.9535982 10.3936967 10.4708744 -0.1757617 -0.1757617 2.9942358 10.7770569 11.7872027 8.4167726 5.4967404 7.8299402 8.4445354 9.8355430 TCGA-B0-4822 78 1 1111 NA kidney stage ii t2 nx m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 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10.8209856 9.7613968 8.6630293 12.6733907 NA 7.2414093 -0.7011071 NA 10.7746280 10.4152385 8.4281776 4.6564449 11.4473712 9.3268007 10.4800469 11.0977714 10.2882891 8.8419263 6.7746276 9.5204818 9.2057852 6.9499457 10.1238533 5.8534842 10.0720338 10.7756408 4.9993326 11.0399402 9.1906783 10.7141082 9.8438590 7.7418384 6.7746276 10.0188652 9.1062494 8.4126367 7.4230159 -0.7011071 9.9526354 8.2761747 0.2988929 7.9571061 9.3115190 4.2530892 10.5963841 8.1845907 4.7583245 10.0054942 13.5129101 10.2988946 10.3909910 14.5507098 8.1845907 10.3295617 5.5083494 10.7705698 7.7867349 8.5059088 2.6550312 9.9427508 9.9099193 8.9136045 10.5662665 8.4152385 8.4985668 8.4486417 6.5372992 13.4196994 10.8611370 0.8838554 10.9593362 10.6476006 9.4448267 -0.7011071 7.5325141 9.9588905 9.5656811 9.1062494 8.6026755 9.2847364 11.2974850 7.2875794 11.4023266 5.0268133 8.8399911 0.2988929 -0.7011071 9.2761744 5.8380542 8.7501057 9.8687502 10.2487213 7.9062250 10.2177578 9.2472618 11.2814105 10.2974850 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11.8086696 9.3073231 13.5262097 12.2838470 6.2646790 8.4788036 9.6442998 7.6298112 9.7511358 9.7786748 5.8224574 7.3595906 13.0945284 10.0412040 6.4688195 6.7251590 3.9427491 10.2889986 7.1937126 13.1578469 10.0496015 12.1510339 9.0470874 5.8838578 8.3440264 10.5592261 10.7019066 15.0373036 10.7118665 10.5150341 12.8689875 10.5533328 2.7583245 11.2657605 8.3568864 10.4243080 8.6476228 7.2646790 8.3460186 10.2747426 11.8941521 9.3595906 10.3803781 4.1062478 7.6026751 6.1692596 14.4279534 9.8620909 12.1634677 7.3487432 -0.7011071 -0.7011071 9.8341700 12.5494891 10.8892384 7.2057854 10.0327573 11.9239184 11.7374265 10.1467349 10.8209856 7.1568759 9.7324800 9.3837030 6.9853945 9.6015335 12.9687673 6.9499457 7.0336047 12.3229780 8.1317844 11.0757388 9.8810365 2.1062478 11.9198017 7.6704098 6.8763229 7.6660038 10.4074190 7.0537826 9.9588905 7.8185311 8.5915844 6.6739337 11.9377830 10.3323176 7.8145946 12.0890394 10.5958108 9.4850087 11.0537821 3.2057835 10.1230578 7.0131406 12.7061690 6.6739337 6.9853945 9.0736815 10.1507139 12.2572661 6.2414093 8.7685364 7.2646790 10.6879881 10.8026110 10.5627506 12.3832047 10.0546167 8.9025210 10.0165710 11.9847384 9.7104056 5.9282519 10.3803781 10.6890635 1.2988929 0.2988929 -0.7011071 10.5414733 11.9039272 8.0769716 5.3649821 7.9993343 8.1190734 10.1443846 TCGA-B0-4823 88 1 454 NA kidney stage i t1a n0 m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 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5.8369062 11.1665919 8.3526570 10.0723722 11.0110152 4.8832982 11.0483961 9.6395379 9.9942028 10.6368325 7.6958616 6.8649203 10.5002352 8.4652142 7.7165088 7.8878567 -1.4204336 9.4968897 8.0653467 1.9014558 6.8226919 9.1379384 8.4281407 9.0338169 9.9793296 5.2088723 11.5880565 13.2850420 10.8029160 9.8935344 16.5909196 8.3996966 10.1517442 3.9718378 9.1167359 7.2484030 8.1997376 0.7462268 8.9425573 9.1877724 9.1578903 9.5907448 8.5087761 8.0015822 9.0693654 6.7544439 13.5848790 10.9455665 NA 11.6407200 9.7380767 8.0450842 NA 3.5795181 11.9878473 6.9889085 9.8741384 6.6563333 8.8203089 10.4541148 8.4864083 11.6062693 2.1644645 8.8901305 -1.4204336 NA 10.7415941 7.7343357 8.6828054 9.2903239 11.2640471 8.1831441 8.9803970 9.6060411 12.4065923 9.4598664 9.8889940 12.8093128 5.6775505 10.3747537 10.0188290 10.3832452 7.9036981 9.7932294 NA 1.9014558 -1.4204336 NA 8.4060659 14.3862686 10.0703685 11.6508123 9.0981708 9.2963369 4.2519463 6.6456066 10.4739564 10.6084596 9.8119385 11.6111929 8.4171453 9.7100882 11.1082159 6.6828050 0.5794698 1.3868661 -1.4204336 8.6683057 14.0897564 8.8579670 9.9221479 9.6860806 6.9846588 10.0708696 7.6590026 9.7567503 9.3360740 8.8683837 6.7693420 10.2326404 10.0778682 8.5907450 11.2361659 12.6202354 11.2152357 9.4210819 8.9403756 3.2721725 11.6230576 9.2937631 11.1230328 8.9160242 9.4758499 0.5794698 8.7556908 11.2459635 8.6388486 8.2919930 11.3418997 8.5539322 11.4355540 9.8792981 10.1701047 11.6070781 9.6204922 8.3344717 5.3074395 7.0633336 10.3125329 NA 9.9121136 8.4575684 6.6402131 13.1878879 10.0897873 8.9104344 10.8683837 9.0110153 9.7785764 10.6421912 9.1682323 9.7643929 8.5539322 3.2233762 11.3751514 7.8035190 4.0389453 6.8083361 5.0057817 10.7665603 6.5851428 10.4440907 6.3016425 4.1030779 NA -1.4204336 11.0273757 10.5865448 10.8152327 9.9491150 8.8787256 8.7742006 6.0119764 11.1588335 10.8721268 11.4646420 9.3057357 10.0557575 11.0922581 NA 8.1588333 NA NA 9.8884255 4.3868730 9.0952174 8.5977178 9.6053493 13.5603266 14.6964504 3.4374941 11.9503412 12.3238259 10.2647044 -1.4204336 5.4833998 0.5794698 0.5794698 6.9502048 14.5971525 7.8991895 7.6129407 11.9653800 NA 7.4187212 9.4804447 9.4560346 9.5809258 7.2448538 11.4044764 9.7500686 11.1367420 9.5503426 8.7804161 10.3924971 8.5438585 4.0389453 6.6239122 9.8149336 0.00138680 0.00221930 -0.51907000 0.51119000 0.00055459 -0.00595220 -0.01161100 -0.00857660 -0.01188700 0.01908300 0.01188300 0.01188300 0.00338390 0.00138680 0.00138680 0.00138680 0.00221930 -0.51907000 -0.51907000 -0.51907000 -0.51907000 0.00180300 0.51560000 -0.00114550 -0.00264130 -0.00595220 0.00000000 0.00000000 -0.01161100 -0.01147300 -0.01147300 -0.00581400 -0.00581400 -0.00346270 -0.00595220 0.01502800 -0.01188700 0.01908300 0.000 0.000 0.000 0.000 0.491 0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 -0.519 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.491 0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 -0.519 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.307438 12.056517 9.461396 11.943926 9.503588 NA 1.749448 9.431267 11.162130 3.038945 10.303179 7.402885 9.329387 13.617536 7.674915 8.394901 6.734336 8.377179 8.132187 7.954557 10.610530 9.279957 5.864919 8.676233 10.196067 11.296766 7.431267 8.985723 12.028150 10.203856 12.212511 3.579518 6.373934 6.988908 10.305310 10.938169 10.060308 10.232811 8.005782 NA 9.281690 8.083343 6.038950 9.757560 5.149373 10.037411 9.336074 5.237728 7.237729 10.617065 6.976122 13.323616 10.435165 10.132667 13.340497 12.505721 6.901446 9.069365 10.028666 8.020387 9.283421 9.470542 6.480385 7.341069 13.448051 8.398100 10.272133 5.251942 1.579518 10.711696 8.881014 13.596935 7.615691 12.809313 8.559657 7.887857 5.646575 11.665156 11.405073 15.652964 11.611193 11.774121 14.050399 10.605349 2.279947 10.240405 10.805629 10.123999 9.137938 8.590745 7.156947 9.969687 12.941050 10.638524 11.595802 3.223376 5.347701 6.492408 14.496168 10.986520 12.146404 6.640213 1.749448 NA 9.674915 13.014406 11.045734 7.262512 11.064340 11.9081925 12.6381858 10.2924744 10.1836075 6.8463040 10.8949502 11.2799573 5.9193687 10.0167495 14.7188491 5.8369062 8.6334436 13.1444965 8.6143167 11.7687244 9.8274451 2.9718286 14.4132478 6.2397284 5.8556409 8.5160376 10.1531648 9.5795175 10.4743353 8.8752864 9.0795528 7.4773632 11.5089610 9.5674922 9.6610010 10.7177894 10.7647028 9.8969302 11.0863210 2.0389629 10.1621301 9.9065088 12.5775332 9.2790900 7.9193675 9.6860806 9.2481278 12.5642031 5.4374974 8.8544782 7.0307289 11.2459635 10.3087134 11.3239310 13.1878879 10.9447465 9.4498824 9.7643929 11.1357841 10.8490709 6.4803847 9.4575684 9.3209846 -0.4204336 3.7889675 -1.4204336 10.4652140 11.3945086 9.5445804 4.5567972 7.4187212 8.2607559 10.4218679 TCGA-B0-4824 49 1 1657 NA kidney stage i t1a n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.84966093 9.99391943 16.28276446 8.51745051 9.75141953 5.71207847 9.90038216 7.44626698 4.22109599 3.59660126 9.94606687 9.99961335 9.10042713 9.77651051 8.15374607 8.27138225 8.89885952 6.41251904 13.51831837 10.63506318 NA 11.39911773 10.34353552 6.49545533 NA 2.47108338 12.11492669 8.51148464 9.25481298 8.67519704 7.16138588 11.38123621 9.13963321 12.32661998 3.09911002 8.75141953 -0.98821814 NA 10.16328965 5.18156376 8.77152710 9.59941637 10.28426866 8.32452171 9.40073238 9.10967084 11.80354245 9.50949079 9.90114280 12.10472628 4.18156376 11.05511395 10.45354556 9.78971605 10.51992889 9.83977540 -0.98821814 4.71207847 4.22109599 NA 7.95121826 13.55491241 7.50749418 13.75152495 9.03816234 9.89580943 4.59660126 7.24045745 10.99320618 10.62910631 9.61248096 11.13414334 9.94163689 8.66448391 10.74295787 5.97742419 2.01163876 2.01163876 -0.98821814 9.78807195 13.46484520 10.30912843 10.95854518 9.17780196 7.71899789 10.46953275 7.96874109 10.11474962 13.88060608 8.59095488 4.33356685 9.81735049 10.80808414 8.34031391 11.27842541 12.32012013 11.27549489 8.40610166 8.49897642 2.25196141 11.58268042 8.76318282 10.69901453 9.67786285 11.43317777 NA 7.83818724 11.06692133 11.34779392 9.19277881 11.52930824 9.00599219 10.67919400 8.50148692 10.20639573 11.11852890 9.67341703 8.37601422 5.89428181 7.17654618 10.18156388 2.01163876 10.19403323 8.46284987 6.34255652 12.47030182 10.40288245 8.96292347 10.44365876 10.91664973 9.56238573 10.58101986 8.90342246 10.03122962 6.68406410 1.81901412 11.02879525 6.79299847 2.59660126 7.25481321 4.29704464 10.67341694 6.42102969 9.49075222 6.98593868 5.90645772 1.33359547 NA 10.71077751 10.39480318 11.10340479 11.70773706 8.64281599 8.46696598 5.94414863 11.19061486 10.88315913 11.11164411 9.04092612 10.29124945 11.06420694 NA 8.20885569 -0.98821814 NA 9.69988924 8.87427627 8.88508287 8.45665381 9.67341703 13.25421756 14.40143825 1.01163876 10.88585184 12.66302698 9.88815586 -0.98821814 5.24045935 1.33359547 NA 6.71207847 14.10067549 10.10373524 7.16138588 11.00705271 -0.98821814 8.64099538 8.76485567 9.80686680 9.87582505 7.18656493 11.26725762 9.77235879 10.25897311 9.68952579 7.17151009 10.50299098 9.00740605 4.36425725 8.54383881 10.19527426 0.00819590 0.00555290 0.01572700 0.00138680 -0.00022072 0.00000000 -0.00578040 -0.01312700 -0.02657700 -0.04495700 -0.04495700 -0.04495700 -0.04495700 -0.02017800 0.00395010 0.00819590 0.00555290 -0.54340000 -0.54340000 -0.54391000 -0.52920000 0.01036600 0.00097064 -0.53612000 -0.53612000 0.00000000 0.00430210 0.00430210 -0.00387790 -0.00263220 -0.00263220 0.00694350 0.00694350 -0.00602460 -0.03463100 0.02482900 -0.02657700 -0.04495700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.526 -0.526 0.000 0.000 0.000 0.000 -0.521 -0.521 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.526 -0.526 0.000 0.000 0.000 0.000 -0.521 -0.521 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.245258 11.567666 9.140922 13.856443 9.546914 NA 3.259574 9.765691 10.809223 2.818994 9.689359 7.254813 9.458722 12.776510 7.715543 8.965835 6.655495 8.596601 8.758153 8.628188 6.965835 10.380691 6.698139 8.626349 10.006699 10.432126 8.973089 12.008995 11.331593 8.388850 12.004193 3.011639 7.206396 7.499479 9.068277 10.679637 9.15374581 10.33750650 8.61340973 -0.98821814 10.04781251 8.55660338 5.42103138 10.30165772 5.90645772 9.36699007 9.73188310 6.68406410 7.51148464 10.12863250 6.93645185 12.90028701 10.78601415 10.14478110 13.53446558 12.79862313 6.79954196 8.78147676 8.98461868 8.03677859 9.52042402 9.05739855 8.08041730 5.64099682 13.14228987 8.25243032 10.52141386 5.20146528 2.18157966 9.77733933 7.59660126 12.57447754 10.59566179 12.10472628 9.43790372 7.36919076 6.47712358 10.59189742 10.43370363 15.41340172 11.13414334 10.96982905 12.74104720 10.19092592 0.59664896 11.77505873 10.65143178 10.13898836 9.18156376 8.34031391 8.57959502 9.98390068 12.62761329 11.38205386 11.54302031 3.53520693 7.06692119 6.76652626 13.62760581 11.31484882 12.73391276 6.58149436 0.01163876 -0.98821814 11.23714763 12.66481984 11.07390430 7.40395618 10.88238887 11.278718 12.523886 11.316561 9.937193 8.109671 10.804022 9.926771 6.287764 9.791358 13.972199 6.161386 6.857129 12.376981 9.057399 11.488891 10.730600 0.596649 13.133658 7.120529 6.640995 8.684047 10.229597 8.487372 10.195274 8.759832 8.871174 6.662691 12.369053 9.917778 9.167722 10.562867 10.640084 9.571016 10.230807 5.240459 10.299351 7.206396 12.775139 7.841362 6.278425 9.177802 9.328339 12.621279 3.655501 9.245259 5.519435 11.066921 10.411985 11.253622 12.470302 11.419703 9.531275 10.031230 10.820603 10.668511 5.503492 9.676086 9.505494 NA 6.684064 NA 10.369741 12.705039 8.929011 4.818994 8.640995 7.753106 10.256003 TCGA-B0-4827 77 1 885 NA kidney stage iii t3b n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.250582665 10.598926509 4.077516470 8.370877429 9.623656383 5.159980291 12.083871594 11.640808300 10.499500815 9.958722494 16.578824017 7.487241935 9.059729218 4.077516470 9.884368208 7.115899907 8.337307909 1.212444829 7.786636218 9.562440113 8.873717245 10.095091176 8.159980796 8.813423038 8.578770439 7.163316572 14.700377867 10.954877866 5.727021893 11.495371083 10.095073765 8.957762279 NA 7.850108058 10.199102883 7.717975897 10.102060734 6.736009492 8.545922821 11.575487768 9.245871157 12.082606964 3.405093798 9.471182379 -1.595096878 0.990083536 9.543364994 5.585001573 9.349073076 10.162899833 9.220476520 8.457661182 10.241538121 8.457661182 11.791043202 9.753268070 10.719959625 12.927552134 4.212444829 10.523583322 10.611802389 9.751052756 8.673050374 10.536628678 -1.595096878 6.880826311 -0.594878965 -1.595096878 7.275457819 13.280554611 2.492545424 12.036725029 9.330647580 9.600465460 4.471180956 6.225273002 8.307468144 11.213252979 10.538556593 11.293450267 7.814484414 10.232038916 10.577520693 3.990056299 3.831360453 7.922762777 0.990083536 9.028060207 13.857430989 9.697414866 11.200321166 9.661301930 7.272372246 8.982521913 7.228460858 8.873982024 11.668949231 9.499830743 6.269280060 10.149279565 11.105749633 8.593682060 11.314048663 13.296829462 11.231840314 10.653910292 8.924729383 3.613767368 11.424336431 10.142763015 11.323211072 8.936474817 11.853854830 2.864532845 7.479234604 11.179674384 11.038431312 7.878372839 11.106183013 8.461730720 11.344488772 9.731522691 10.258792608 11.523060895 9.573765325 9.470771926 6.186453016 6.287736386 10.161232553 -1.595096878 12.031144416 8.817662906 6.382373289 12.441009175 9.852693042 9.108131583 10.893184411 10.746889978 9.977319712 10.958696108 9.503125285 10.017501061 8.228460377 2.105543992 11.431097857 6.359289230 3.959677434 9.135563342 2.797407330 10.896445257 6.353460919 10.564828940 6.166645156 4.287738232 NA -1.595096878 11.569371655 10.663659232 10.890670956 10.645586476 10.259961534 9.539275541 6.552603012 11.210434041 10.641705423 10.867851070 9.430924800 9.725329615 11.028288868 0.405121035 7.942311575 NA NA 9.924729531 9.563702891 8.841804908 8.164981322 9.928655162 14.436471346 12.966918122 4.133012711 10.274301503 13.312359458 10.927919929 -1.595096878 3.690495319 0.405121035 NA 6.671879278 13.978533302 6.762645138 7.427461192 11.752852979 -0.009989098 8.480572518 9.441019449 9.943282126 8.508381111 7.095091044 11.555951143 9.943282126 10.906930419 9.058556239 9.514923885 10.314986259 9.169135311 4.293105583 6.988514280 9.838678589 0.00180300 0.00221930 0.00485770 0.00750000 -0.00078973 0.00055459 -0.01630900 0.00212160 0.00152550 -0.17094000 -0.17094000 -0.17094000 0.17392000 0.00180300 0.00180300 0.00180300 -0.00360110 -0.37276000 -0.36680000 -0.36680000 -0.36680000 0.00194180 0.01377200 -0.00055444 -0.00055444 -0.00719580 0.00152550 0.00152550 -0.00290910 -0.00055444 -0.00055444 -0.00180140 -0.00180140 0.00597000 -0.00055444 -0.35886000 0.00152550 -0.17094000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.359 -0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.003 0.174 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.359 -0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.003 0.174 4.311983 12.252346 9.264628 12.891174 9.016118 7.918821 3.831360 9.556110 10.754374 3.575022 11.542725 4.287738 8.852176 13.095801 8.212448 8.685864 6.405094 7.991933 8.620626 7.780133 8.444012 9.883357 6.708874 9.711725 9.856670 10.687023 8.050751 12.361379 11.141918 8.066871 12.532680 1.990047 7.926694 7.052552 6.633912 10.715706 9.878799 10.398739 8.320972 0.405121 10.535985 8.395197 4.359289 10.862731 5.427462 10.930125 9.523386 6.731523 7.156637 10.060177 7.038088 13.733207 10.300669 10.018422 12.794388 11.477561 7.410718 8.779046 10.270440 8.501809 9.787717 10.075307 5.982521 8.068651 12.740274 8.548476 7.231642 7.567485 1.864533 10.942797 9.130459 12.915857 8.019803 12.927552 8.325446 7.988176 6.550822 11.573765 10.907676 15.744856 11.293450 11.566383 12.675242 11.015887 1.212445 10.870915 10.746612 11.613632 8.446752 8.593682 7.293837 10.587798 13.010804 10.966620 11.421902 3.990056 6.704301 5.762646 13.686432 11.300479 11.833846 6.281609 NA NA 10.219275 12.431271 11.168494 6.843885 11.217872 12.058722 13.268215 10.405445 9.088965 7.293837 9.037180 11.746612 6.643498 9.826106 14.055093 6.805972 6.864525 12.889154 8.653021 11.757551 10.762095 2.105544 14.474816 7.432751 6.771416 7.587736 9.747724 9.593064 10.433345 8.715604 8.827158 7.645885 12.413522 9.586867 10.404741 10.945221 10.364008 9.325446 9.540161 3.048951 10.362558 4.944254 12.647802 9.475885 8.126192 9.661302 9.665672 12.376457 8.962557 8.596152 3.762646 11.179674 10.499501 11.209023 12.441009 10.985587 9.143185 10.017501 11.623202 10.048801 6.179881 10.019343 10.050301 -1.595097 -0.594879 -1.595097 11.094436 11.288363 9.410718 4.048951 8.480573 7.715706 9.708874 TCGA-B0-4828 79 1 307 NA kidney stage iv t2 nx m1 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 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3.9668273 2.6713613 9.1022051 8.5111490 1.2119467 6.1067587 8.8611970 1.2119467 11.6176141 6.3099729 3.6713726 10.2641080 13.7003458 10.4171231 10.5048376 16.4872833 8.1544551 10.5065615 5.2780294 10.4539239 7.4927112 4.1188331 3.0549179 9.7157666 10.2196689 8.6997806 9.9867278 7.9933007 8.2091204 8.7530375 5.9933007 14.0785919 10.6010343 NA 11.4710955 11.3467618 7.7741835 0.7969299 5.6382042 11.6616053 8.8503766 8.8629925 9.3269844 8.1573848 10.2760098 8.5019598 12.1672728 2.6713613 9.1791672 1.5338623 NA 9.6444827 6.9330403 8.3968162 9.4359425 10.7281333 8.3793589 8.5383702 8.1037242 11.8594689 9.6434385 10.0582147 12.4956080 3.5338748 11.0322594 10.6170823 10.1559207 9.6957565 9.6641820 -0.7881156 4.4213916 5.1188331 0.2118844 8.8043979 14.2825649 9.2412279 12.7260384 8.6319010 10.1419388 2.6713613 7.0761272 10.8923003 10.5253907 10.0297238 11.7817845 8.6569557 7.1367533 11.1762816 6.7355032 6.9054279 4.0699255 NA 9.7442967 13.8363936 10.8307851 11.1033448 8.9313297 7.9933007 10.6522909 8.6255686 9.8845694 8.1337818 9.9776413 6.4017653 10.4214856 9.9784697 7.9601334 11.4057741 11.7921994 11.2709472 8.0416635 9.4052936 4.4704588 12.0558618 8.7433221 10.6138869 9.6641820 7.5606691 -0.7881156 8.4335279 10.6785271 10.4771280 9.5459124 10.6982730 9.0400773 10.3027149 9.3386453 10.3730726 11.5918606 9.8629925 7.9649571 5.4407596 7.7157664 10.1478424 2.3818648 10.9618102 7.9193002 6.3099729 12.8791632 10.2867512 8.7760902 9.9743228 10.0511446 9.3073379 11.1096917 9.1052423 9.6569555 7.4017653 0.2118844 11.3295839 7.9998433 1.2119467 6.9933007 4.1188331 9.7884252 6.0574308 8.6134388 6.8238512 5.4973441 0.2118844 2.0193105 10.7222104 10.4395568 11.1592125 12.4057741 7.7355025 7.9019385 5.6805241 9.7969033 10.9875510 11.1135619 8.1834845 10.3224240 11.5872518 1.2119467 8.5450961 0.2118844 NA 9.9517214 9.5913191 9.2536000 8.9817787 9.9432599 13.2088556 12.5092870 3.9123816 9.9584551 12.0152647 9.9019388 0.2118844 3.6713726 1.5338623 0.7969299 6.5065623 14.0658838 10.7855880 7.0636895 10.7012871 0.7969299 8.2006255 8.7338553 9.6085455 8.9550922 7.2780303 11.1240816 9.3818658 10.9626478 10.1784463 7.0761272 11.1237073 9.2301410 2.6713613 8.5066075 10.8476589 0.00354250 0.03907400 0.01110900 0.45462000 0.19679000 0.23210000 -0.23667000 0.00499690 -0.22194000 -0.04197400 -0.04197400 -0.04197400 -0.04197400 0.01474900 0.00354250 0.00069327 0.05779600 -0.64452000 -0.64452000 -0.64452000 -0.64452000 -0.22194000 0.48165000 -0.20672000 -0.20759000 0.16212000 -0.22687000 -0.22687000 -0.23314000 -0.02449600 -0.02352200 -0.03000700 -0.00957010 -0.22699000 -0.00166290 -0.01601700 -0.22194000 -0.04197400 -0.237 -0.237 0.000 0.000 0.188 0.188 0.000 -0.229 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.010 0.212 0.000 0.000 0.412 0.412 -0.212 -0.236 0.000 0.000 -0.645 0.000 -0.223 -0.223 0.444 0.444 -0.209 -0.209 0.197 0.197 0.175 0.175 -0.227 -0.227 0.000 0.000 -0.237 -0.237 0.000 0.000 0.188 0.188 0.000 -0.229 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.010 0.212 0.000 0.000 0.412 0.412 -0.212 -0.236 0.000 0.000 -0.645 0.000 -0.223 -0.223 0.444 0.444 -0.209 -0.209 0.197 0.197 0.175 0.175 -0.227 -0.227 0.000 0.000 5.1188331 11.4956079 9.0945839 14.0330172 10.5151507 NA 2.9123816 10.2084142 10.8119001 0.7969299 7.9466502 5.3412244 9.2980770 11.3846808 8.1367533 7.3360620 6.4213933 6.0699212 8.6631517 8.1308043 10.1075160 10.2245654 3.6713726 8.4857363 9.7236934 10.6992784 6.8701526 6.3204648 11.1566528 7.6382056 12.3272966 3.2994059 5.9534073 7.7588355 9.9576152 10.7266548 9.3334743 10.2739869 8.1278200 0.2118844 10.9334672 8.6815824 5.7510995 10.0408707 4.9932985 9.8303263 9.6202706 7.0636895 5.7355032 9.9364546 8.3642257 12.4421113 11.1895785 9.9676629 13.3784177 13.0724255 6.5674679 8.0945839 8.7626877 6.6042582 9.7569052 9.7607627 8.2062940 2.2119467 13.2704399 7.7665296 9.0605638 6.7037942 NA 9.9424108 7.7549723 12.9910445 10.7879527 12.4956080 9.2766835 6.7817964 9.0403311 10.5197108 11.5864369 15.8205133 11.7817845 11.0361040 13.7481880 10.4207848 1.7968884 11.9508775 8.5338689 10.7964336 8.5202796 7.9601334 8.3204653 10.0907580 12.2233428 10.2363879 11.3859302 3.2119467 7.2672230 6.7197352 14.5361118 10.8344502 12.9264010 7.6804833 1.7968884 NA 10.3749614 12.2006255 11.2331394 7.7893693 10.4734481 11.3201385 12.0418617 11.3980550 10.5760755 7.7394181 11.5248237 11.3527706 6.1308032 9.5338689 14.5698216 6.4213933 6.8339931 11.9235819 9.0063567 11.1252042 10.3597816 3.0192927 13.7294256 6.6205674 6.3718115 9.9583712 8.6528098 8.1128075 10.6101501 8.2834033 9.0527188 3.2119467 11.8607477 10.1956469 8.9001912 10.8160306 10.2446753 9.9441082 11.5302011 5.0448312 9.9718289 10.2542841 13.1174500 7.7355025 9.0761269 8.9313297 9.4510141 12.3458857 4.7665316 8.1544551 2.0193105 10.6785271 10.6308475 10.8670242 12.8791632 10.8620950 9.4716840 9.6569555 10.9982104 10.7325595 6.2343078 9.8674715 9.8137116 0.7969299 6.0945845 NA 10.3768478 12.5007723 8.5473311 5.4017670 8.2006255 8.2006255 10.4681495 TCGA-B0-4833 82 1 2386 NA kidney stage i t1b n0 m0 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560588e-06 5.201959e-07 10.7586943 9.5832981 7.1500976 7.1038753 8.8394980 7.0861182 11.7126843 NA 2.5837357 7.9141028 10.2383253 9.7640120 10.4550300 7.9368829 11.7220044 10.6793000 10.6944186 8.4163783 0.9406554 10.7554942 7.8515373 7.2011722 11.2693196 NA 6.8713816 NA NA 10.3655108 10.4563446 7.6821118 2.6776210 8.6685652 9.8027655 10.9288560 10.8146015 10.0784898 8.9425221 6.2260461 6.1630378 9.4068912 7.3613069 10.5620861 3.2625685 10.4517384 10.5899009 0.3556929 11.0067339 9.1205539 10.6030164 10.0465533 7.7608237 7.8110092 10.5203252 9.2089917 8.4431450 5.7132339 NA 9.2152170 8.2685715 1.3556929 6.6594637 8.9102710 1.9406554 11.7504128 8.0526496 5.2625722 9.1037911 10.9886774 10.8841363 10.4958729 15.6596948 8.7176260 10.4184030 5.5455082 10.1468451 7.4431450 6.0699277 2.6776210 10.4116424 9.7766951 8.9141028 10.0630414 7.6594629 8.2655752 9.4952337 5.7819472 13.2207388 10.4217714 NA 11.1047136 10.5007100 6.8232883 NA 4.9703935 11.8703963 8.9006468 8.9868591 8.7819468 6.6955318 11.3790901 8.6999781 11.9357217 3.6776097 8.5028871 NA -0.6443071 10.0156781 5.5651341 8.8654571 9.8273575 10.6439716 8.4926732 9.2105506 9.8684227 11.3891740 9.8304022 10.0801961 12.0165695 2.9406366 10.8640663 10.4318298 10.0526497 10.3069669 9.3752730 0.9406554 4.4000734 3.6776097 NA 8.0210183 13.8785089 9.6776102 13.0528670 9.5712153 10.3178553 3.8792450 7.1758609 10.0912382 10.3959719 10.1774562 11.1184795 9.8782637 8.2804947 10.8679289 5.3780503 4.1105720 1.3556929 NA 9.7066214 13.3822057 9.2260470 10.9873140 9.0543870 7.0699277 10.4681217 8.4926732 10.3505023 12.4512441 9.2625729 6.5256069 10.3580613 9.6955323 7.8394980 10.6645900 12.7093804 11.0098707 7.9995384 9.3686839 3.9597516 12.0285495 8.9518719 10.2128857 9.6294778 10.4681217 NA 7.2565493 10.9537347 10.9896855 8.6343638 10.7126843 8.4431450 10.6166018 7.3724907 10.2027396 11.2341164 9.4836765 7.7889336 5.1370403 7.1038753 10.1164022 2.6776210 9.8821814 7.8713823 5.7307215 12.5687864 9.8027655 8.6503029 10.6201249 10.9722310 8.8831592 10.9271979 9.4324978 10.0049384 6.2864191 0.9406554 11.6370327 7.3724907 4.3098819 7.1822305 4.0561239 9.9583810 6.7307215 9.7703674 6.7406821 5.6594622 0.9406554 NA 10.7154318 10.3690049 11.1622318 11.8032821 8.1172332 8.2864196 6.9865679 12.2167691 11.2771513 10.6042028 8.3752728 9.9968308 11.3637606 0.3556929 8.7608237 NA -0.6443071 10.4881820 8.6798629 9.2167691 8.7544259 10.2557943 12.3027712 14.4991452 0.9406554 10.9754437 11.4116424 9.7756424 0.3556929 3.6036085 0.9406554 NA 5.8634776 14.3844948 10.6966450 6.6503036 11.0844531 -0.6443071 8.2565489 8.7794075 10.0058364 9.4746232 6.7903107 11.1678595 9.1948861 10.7949937 9.6514511 7.1694631 10.2383253 9.5105003 4.2136661 9.5097788 10.8364724 0.01045300 0.00000000 0.23333000 0.59519000 -0.00534010 -0.03784000 -0.04666000 0.02896300 0.03982100 0.01201700 0.01201700 0.01201700 0.01257500 0.01045300 0.01045300 0.00193540 0.00380590 -0.35851000 -0.31337000 -0.31804000 -0.31804000 -0.02158800 0.59519000 -0.00249300 -0.00396370 -0.03784000 -0.00035657 -0.00035657 -0.04666000 -0.00018563 -0.00018563 -0.00575490 -0.00575490 -0.47701000 0.10168000 0.02096300 0.03982100 0.01201700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.477 0.000 0.102 0.102 -0.221 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.078 0.236 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.477 0.000 0.102 0.102 -0.221 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.078 0.236 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.1885710 11.1778547 9.1964602 12.4075709 9.9188784 -0.6443071 3.1630317 9.8354624 11.1388974 2.3556929 8.8870637 6.6036100 9.1222112 12.0482977 8.2074312 7.6910728 6.3443669 8.2952615 8.4746234 8.1005162 9.6399280 10.5009776 6.5553545 8.9293294 9.3053776 10.7981074 8.9500067 8.4324976 11.1722659 8.1630372 12.3942360 3.1630317 6.6036100 8.0767814 7.8068931 10.6370327 9.7033035 10.0647661 8.6248090 NA 10.5814922 8.2444257 4.4849630 9.8515373 4.7479996 9.5988563 9.3156842 6.6036100 7.5748508 9.6548902 7.2565493 12.3600783 11.4034878 9.7187219 13.5508237 12.8348309 6.5553545 8.9574529 9.0543870 6.8232883 9.7479996 9.1419518 7.7220042 4.9703935 13.1372468 8.5940868 9.2429028 5.3780503 4.0561239 9.6480039 9.4311614 12.9879959 10.5105003 12.0165695 8.9703921 6.8314162 8.0930309 9.5687865 10.2708147 14.9893870 11.1184795 10.3084235 13.4224442 10.3570904 2.6776210 11.7159806 9.9302758 9.8374816 8.9443970 7.8394980 8.0767814 10.3142350 12.1772569 10.3849694 10.9164927 3.5256054 7.1304697 4.8475360 13.8866542 10.8763009 12.5599477 8.7044103 0.9406554 NA 10.6832348 12.3180360 10.8897176 7.3669097 9.9977339 11.0759265 12.0152322 10.6944186 10.7554942 8.0386771 11.3588487 10.2633240 7.2136632 9.7934342 14.3778294 7.3613069 6.8948408 12.4713420 9.0138938 10.7318076 10.2043052 3.1630317 13.7247342 6.5718467 6.9406448 8.7419543 9.8068934 8.1139052 9.9868593 8.1980324 8.8561058 4.3098819 12.4036581 9.7777470 8.6318068 11.0121071 10.3599027 9.6537447 11.0686390 5.3329621 10.1893630 7.8314156 12.7264636 7.8475353 8.4952335 9.0543870 9.7067650 12.3333199 5.9850381 9.6583211 4.4431425 10.9537347 10.9121882 10.5693941 12.5687864 10.6329696 9.2027395 10.0049384 11.3182168 10.4404906 5.8792450 10.2893728 9.8253241 2.5256179 6.5054289 -0.6443071 10.9316941 12.4537801 8.3472041 5.3780503 8.2565489 7.8634770 10.3528617 TCGA-B0-4834 49 1 2090 NA kidney stage i t1a n0 m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 1 NA 1 1 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.92189128 11.68746829 3.19899697 NA 6.04909924 11.10155304 12.36522302 NA NA 7.11597375 9.30861844 6.10081370 10.60211805 7.53978074 11.55446088 7.21316159 10.84057031 8.89211381 7.99546021 11.41688781 9.32284301 6.88180409 7.31300998 NA -1.04900910 -1.04900910 NA 10.45389820 10.82143104 6.96229336 0.95106553 9.49409815 8.11848432 10.38829826 8.71593797 11.45935636 8.78078908 3.90526424 1.27297870 10.41101019 4.75842045 7.07000713 NA 9.28310294 9.64368179 -0.04885985 7.83980972 8.38360840 8.72255585 11.17597244 8.17506795 7.74548206 11.12439056 8.34250319 8.46281920 3.41050393 -1.04900910 9.18228758 8.08292342 1.53605290 3.27299362 9.16173781 1.53605290 8.47462829 8.34123548 5.79655623 8.93673745 12.62691315 10.86955699 9.16902404 13.29654091 8.18947125 5.92834663 5.05958890 9.58859697 8.11848432 5.34338295 2.99457972 3.80904395 9.84588407 9.16051965 9.33908370 9.93904082 9.27861904 9.78790566 6.64455284 13.51211558 9.59852470 NA 11.03021778 9.36559303 8.85795705 NA 5.16052091 12.19973519 7.97620609 13.26047165 3.19899697 6.95669095 10.65107251 9.21080964 5.92685814 1.27297870 9.10208279 NA 3.53602803 10.07841583 6.29979414 8.23646870 10.75842128 11.61262181 8.21316110 9.05697498 9.43488214 11.70656737 9.76804998 9.60838476 12.79841739 4.37733202 11.44093440 11.69337579 10.33206845 6.07000713 10.53649843 NA 1.53605290 4.34338650 NA NA 13.65031344 1.53605290 2.41050393 9.56669607 10.16112886 2.27300854 6.73242660 9.25712804 11.83485518 10.63362211 12.88384120 7.83676300 5.86993061 10.14089085 4.50565596 3.95106553 6.63054672 -1.04900910 10.22777236 13.53461928 10.24740907 9.20373169 9.85419502 6.63054672 9.80904732 7.72585361 10.08467740 13.82436627 9.04117890 3.34337939 10.44120022 11.88623141 10.23762406 10.73201619 9.94329663 9.58587742 7.17988521 8.79498731 10.74104414 11.96891870 9.68068706 10.60614978 12.13252923 3.59491873 -1.04900910 10.46479394 10.92798843 14.70303896 7.32092507 10.70177333 9.61640236 12.25926316 2.75843111 10.40690726 10.76163799 10.80632422 8.45336119 2.27300854 5.19899304 11.18048605 -1.04900910 5.84588392 9.83141509 7.53602880 12.31533784 8.94965690 8.70428305 10.32066372 10.96264308 11.23531211 10.62652948 9.44792008 11.43135166 8.72090431 2.12098224 9.44792008 6.89358064 -1.04900910 1.27297870 3.70595579 11.85814480 6.14089111 8.63406102 7.51437716 3.90526424 NA NA 11.25570289 10.32284301 11.40921658 10.54679002 8.38985802 11.54188494 5.95511748 10.70261045 10.37733115 11.51354730 9.78632730 10.64542427 9.94753978 5.62349233 7.50181331 NA 0.53605290 9.83980956 7.95669095 9.44692138 8.39193566 9.11597323 11.33369039 13.55086300 0.95106553 10.08997807 10.68408164 9.34230984 -1.04900910 2.27300854 NA 1.75843111 9.03055127 12.31054141 6.48244820 9.04646350 11.93245524 -1.04900910 9.14212544 8.63066975 9.54818787 10.02118723 6.84588392 11.76785004 9.89138000 10.82066021 9.62113831 8.13594164 10.90780552 8.59672461 4.59492470 8.35501582 9.36257728 -0.82491000 -0.00774820 0.00360760 0.02013400 -0.01009400 0.01307400 -0.00650500 0.03764100 0.03608800 -0.11952000 -0.11952000 -0.11952000 -0.11952000 -0.80848000 -0.80848000 -0.83260000 -0.00774820 0.00485790 -0.00167690 -0.00167690 -0.00167690 -0.01367700 0.01321300 0.00569190 -0.01018000 0.00083195 0.01698500 0.01698500 -0.00650500 0.00513590 0.00513590 -0.00484610 -0.00484610 0.01223700 0.01502800 0.03369000 0.03608800 -0.11952000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.808 -0.808 0.000 0.000 -0.821 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.120 -0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.808 -0.808 0.000 0.000 -0.821 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.120 -0.120 4.5657738 12.7495382 10.2190234 7.9817334 10.5099654 NA 1.7584311 9.3053158 10.2508467 NA 6.7584218 2.1209822 10.5533013 13.0870962 3.7059558 2.6514995 8.6164022 9.1197385 3.4746307 9.9748207 3.9510655 8.0305513 0.5360529 10.6653118 11.7101223 12.8554187 11.7072057 0.5360529 10.5867844 7.8059347 11.9101392 1.9510655 6.2548472 8.4628192 2.4105039 10.5913113 9.54258869 9.70428305 7.76163766 -1.04900910 9.46578045 9.27637174 9.96648137 11.04712262 4.16051687 10.09317338 8.73078564 5.39400988 5.55098068 9.96299242 7.45886099 14.03799040 11.88917569 10.16477811 13.94400469 13.49305168 7.91387554 9.76804998 9.62349178 1.75843111 10.36310689 9.02386882 3.41050393 4.62349233 11.82027459 9.28980266 7.86395579 4.08035067 3.34337939 8.62172260 8.90961922 12.03205038 9.51902249 12.79841739 9.40536572 10.61328964 4.19290429 6.63054672 8.43890618 12.12286865 12.88384120 9.00770401 13.26139511 10.56991066 -1.04900910 8.36045734 9.86769234 10.72832165 9.73978466 10.23762406 7.94541984 8.90380775 13.80325446 7.71261779 12.28170318 6.77761434 5.32610586 7.45489229 13.28884782 11.31437983 12.56554615 3.75996539 NA -0.04885985 11.02721392 11.44492180 10.97411376 6.13097616 11.50517550 11.2111038 13.5094273 10.8405703 11.4168878 3.1209988 9.5161684 5.3433829 6.5876905 10.2847807 12.0966801 4.7584204 4.9510655 13.0284471 9.3540783 11.7688495 10.6806871 2.9510655 14.4921932 4.9292608 6.7712451 7.9376192 9.1309754 11.2222375 10.5090086 11.0198446 8.9343166 3.0385240 10.0245385 8.3064176 7.8489121 10.2786190 9.5509791 10.8579570 12.0262112 0.5360529 8.0305513 4.2364697 12.6648202 10.0158091 8.6840816 9.8541950 9.1183340 13.7948402 NA 10.1750681 8.7744336 10.9279884 11.0631800 10.9910135 12.3153378 12.7156270 10.0848508 11.4313517 8.9211724 11.4800503 6.9510667 9.3615177 10.2102212 0.5360529 7.7965562 NA 9.9580936 10.2968153 10.6971607 2.9510655 9.1421254 7.6270231 9.6832338 TCGA-B0-4836 61 1 1238 NA kidney stage iv t3b nx m1 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 2 4 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2477239 10.2368596 7.4327089 10.7215531 6.4505201 9.8856084 11.5332892 2.8022346 10.7091220 10.0354823 10.2754688 10.3662342 7.7347868 8.2050797 9.9971473 9.3998542 8.0206550 6.2207324 0.1017845 9.6951827 8.7847863 1.6867470 6.1678817 9.6273124 8.5956472 10.1053096 11.1516402 4.9346816 11.7510276 12.0693782 10.8741062 11.4287828 16.3206008 8.0266042 11.9786922 4.8566770 9.3461556 7.6292685 7.5693969 2.1107641 8.2362180 9.0790716 8.8550083 9.6697477 8.9091466 8.0704586 8.9171748 6.7311479 13.3248129 11.4607175 4.6563820 11.5792970 11.1292312 10.1413961 NA 8.4416416 10.5830865 7.3014642 10.2965485 9.8872441 10.6385245 10.8591817 8.8550083 10.9395772 2.2717245 8.6331733 NA NA 9.8880613 6.6409506 8.5447350 9.5795500 9.7653498 8.7900418 9.8100134 9.4648312 11.8299630 9.2977790 10.3750044 12.9903447 3.2717095 10.7606369 10.5693972 9.5405835 9.4021442 10.0154291 0.1017845 2.1017845 3.4941083 NA 7.9472816 13.6579983 5.3306086 8.5322441 8.7091221 9.7100465 3.6867582 6.5775255 10.9648163 10.9390253 10.0646877 11.2727338 9.7759839 8.6233921 10.7528433 6.7311479 6.1352147 6.0790708 0.1017845 9.8449430 13.7778589 9.9219706 7.2566097 9.1998237 6.9721561 9.9605498 7.8896944 9.7098985 6.9966091 8.0266042 6.8297126 9.7783571 10.1563960 8.4854961 11.1842734 13.4680456 11.8282227 9.9002635 9.2155337 2.2327221 11.5372015 9.2940845 10.0199095 10.1516402 8.5835909 -0.8980810 7.4146742 10.3691636 10.6366295 7.4452442 11.6556609 8.4282211 10.9609381 7.5026711 9.6998441 12.6616467 10.0690179 8.1860949 6.0559873 8.3449656 10.5683780 -0.8980810 11.6676077 7.9504148 6.7671277 12.6560207 10.2829440 8.5734669 11.4363443 10.3814022 9.2155337 10.7020669 9.1255460 10.1017916 8.8880613 1.1017845 10.8856084 5.3685798 2.5612284 8.0236324 3.7456461 10.8039643 6.0325285 11.9102149 6.4097660 6.1241585 NA -0.8980810 10.7220114 10.2872865 11.0494286 10.8138887 9.1420813 9.4438662 5.9631273 10.8937685 10.3185375 11.3685782 9.1017916 10.1255460 10.7072712 NA 8.0646878 NA NA 10.0243761 10.2336486 9.5896317 8.8056952 9.1393385 12.7048384 13.3113973 9.4833345 11.3224723 12.3155035 10.2011394 NA 4.1017929 -0.8980810 NA 7.3449661 14.2428211 8.6979816 7.9690089 11.9771570 NA 8.2284960 9.2645355 10.0494286 8.7812718 7.5026711 11.0897662 9.2792113 10.7746589 10.0847853 9.9566600 10.7847862 8.5426608 5.3871936 7.8676581 9.9905349 -0.0099565 0.0136320 -0.5031800 0.3390100 0.0325010 0.0352420 0.0221640 -0.1065700 -0.0167040 -0.1367800 -0.1367800 -0.1367800 -0.1319900 -0.0099565 -0.0099565 -0.0099565 0.0136320 -0.5031800 -0.5031800 -0.5031800 -0.5031800 -0.3219300 0.4653600 -0.5644500 -0.5616600 -0.3545300 -0.3968600 -0.3968600 -0.8971000 0.0231450 0.0231450 0.0000000 0.0000000 -0.3384800 -0.3528200 -0.3205400 -0.0167040 -0.1367800 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 -0.339 0.000 0.000 -0.353 -0.107 -0.107 -0.321 -0.321 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.000 0.000 -0.503 -0.503 0.000 0.000 0.339 0.339 -0.564 -0.564 0.000 0.000 -0.355 0.000 -0.397 -0.397 -0.137 -0.137 0.000 -0.500 0.000 0.000 0.000 0.000 0.000 -0.339 0.000 0.000 -0.353 -0.107 -0.107 -0.321 -0.321 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.000 0.000 -0.503 -0.503 0.000 0.000 0.339 0.339 -0.564 -0.564 0.000 0.000 -0.355 0.000 -0.397 -0.397 -0.137 -0.137 6.291616 11.361829 8.296549 11.931713 9.933099 7.363887 4.101793 9.139339 10.786102 1.909159 9.282944 3.271710 8.883151 12.956465 8.767128 7.866663 6.189255 6.752844 9.026604 8.189254 9.887244 9.821181 7.472479 8.391811 10.246450 11.147210 7.286667 6.178607 13.168722 8.384880 12.013541 4.459346 7.286667 7.489809 9.292851 11.317628 10.430467 10.497326 7.965978 NA 11.233327 8.987488 5.686755 10.679692 6.157074 10.588124 10.177271 7.061793 7.589632 10.700775 9.076206 13.420193 10.864174 10.205735 12.700426 11.719716 7.344966 8.014681 10.205735 6.664035 9.395263 9.562248 7.215534 6.625354 13.101704 8.352090 9.933099 6.709122 2.101785 11.267327 9.852499 13.149427 9.697981 12.990345 8.925159 7.812598 8.418186 11.189917 10.447751 16.633927 11.272734 11.954321 13.066133 10.765350 2.101785 11.068297 8.891325 11.934879 9.179942 8.485496 8.199824 10.291616 12.761230 11.381402 11.591640 2.561228 6.972156 5.330609 14.221416 11.016924 12.248678 6.067576 1.909159 -0.898081 10.829712 12.842205 11.395803 7.055988 10.803531 11.397274 12.454249 10.997746 10.032529 8.146186 9.968298 12.319901 5.909147 10.032529 13.571561 7.432709 7.330610 12.383549 8.718340 11.959578 9.990535 2.271724 12.813566 6.857747 7.178607 7.454188 9.408992 8.841572 10.630734 7.950415 8.934682 5.368580 11.861264 9.880690 9.643856 10.665941 10.338404 9.878225 10.391810 3.959770 10.193227 10.550940 12.700492 9.098971 7.359179 9.199824 9.263528 12.472207 7.720177 7.784786 5.593644 10.369164 10.578538 11.214557 12.656021 10.768903 9.447197 10.101792 11.394113 10.460992 6.767128 10.129698 9.665941 3.802235 1.101785 NA 10.684404 11.159167 9.133837 6.423719 8.228496 7.640951 9.987488 TCGA-B0-4837 63 1 1378 NA kidney stage i t1b n0 m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 2 4 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.16740309 10.15713051 5.28084128 9.75797447 7.57761538 8.54832140 3.18968226 6.95221823 9.66720914 8.95081948 9.73296768 9.29634200 8.53904324 9.35461877 6.86580378 14.02355579 11.14617323 NA 11.31711630 10.66716646 9.82516137 -0.05904398 7.44878535 11.03374805 8.01780669 9.76116990 9.08309793 9.15773674 10.85836299 8.38393450 11.57966210 4.55569961 8.32685324 -1.05889369 NA 9.32145193 4.55569961 9.30949727 9.57489433 10.21128628 8.65866743 9.35038188 9.13943598 11.71211511 9.93463695 10.79273995 11.11248049 0.52596862 10.70683226 10.31004286 10.20660599 8.36095109 10.16980953 -0.05904398 11.50609297 2.84787668 -1.05889369 8.24477149 14.09766655 2.74835389 8.29192996 9.72562580 10.09327573 3.84787668 6.90677518 10.89954363 10.67612378 9.83732328 11.27880231 8.40451531 10.32415511 10.66891139 4.96335852 5.51084802 9.64316353 NA 9.36410685 14.21918624 8.08309793 9.21595131 9.46062708 7.64835039 9.41368166 8.07541711 10.00217311 11.35091212 9.85238281 5.97441459 9.60828883 10.15409506 8.54647046 10.90352550 13.45564331 11.53157797 9.15287929 9.59963971 4.53284681 12.23302489 9.07156158 9.59204267 9.31211399 5.99627349 6.17939560 7.38807413 11.06414233 9.31706207 8.78137545 11.15803982 8.70586251 10.60765877 8.52970540 9.65695286 12.14602045 9.80595083 8.47927665 4.22639292 8.76435810 10.17341181 -0.05904398 12.44940471 9.73621892 6.48788504 13.04665392 9.67739284 8.51274362 11.18208027 10.62836661 9.73459413 10.75528494 9.52876840 9.88203849 7.68245812 4.22639292 11.11185488 6.25387395 1.26291418 5.38393580 4.02845423 10.17461053 6.51084644 11.15470269 6.26912668 4.61341378 -1.05889369 -0.05904398 11.17879835 10.77822460 10.92505330 11.35197217 9.28084082 8.67231006 5.69974595 11.83030473 10.80168993 10.93675806 8.83883645 9.93392917 10.28861223 NA 8.72071009 -1.05889369 NA 9.77388097 8.97165793 9.41672428 8.53157797 9.90099281 12.35422213 13.13597855 6.20777770 9.69420760 11.30594630 10.54276172 NA 3.87691962 -1.05889369 NA 6.92967503 13.57455379 8.68582489 7.76116957 11.68119329 NA 8.20073435 9.23085986 10.00708012 9.54368978 6.85985404 11.13636310 9.75075907 10.35673267 9.89227565 7.78019459 11.99134975 9.09580894 4.98844384 8.32393925 10.89191126 0.0066653 -0.0024938 0.0232110 0.0153080 0.0000000 0.0024969 0.0508190 -0.0164290 -0.0257560 -0.0744110 -0.0744110 -0.0744110 -0.0744110 -0.0162920 0.0054139 0.0066653 -0.0024938 -0.5770400 -0.5815300 -0.5815300 -0.5815300 0.0150280 0.0153080 -0.5917500 -0.5917500 0.0024969 -0.0033243 -0.0033243 -0.5813700 0.0030522 0.0030522 0.0070826 0.0070826 0.0055529 -0.5812700 0.0363700 -0.0257560 -0.0744110 0.000 -0.581 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.581 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.577 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.581 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.581 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.577 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 4.823632 11.714542 8.949420 12.339334 9.277498 4.773880 4.584848 9.706691 11.217211 3.584842 9.204260 3.262914 9.056035 14.405122 7.075417 7.354619 6.805178 8.174611 8.339735 8.075417 6.533448 9.994238 4.525956 9.199557 9.975804 10.450271 9.193656 5.570348 11.950994 8.309497 12.274979 4.070278 7.408596 8.095809 8.388074 10.490776 10.36358133 10.38755727 8.54090373 4.94098890 11.13513216 8.81597210 5.00707886 10.33813066 4.94098890 10.36673136 9.24362981 7.04427826 7.55201580 10.05668486 8.36935088 13.17610762 11.16378583 9.81674033 12.67982206 12.61270001 6.96889715 8.61871071 9.94169513 5.72235126 9.73703046 10.88716615 6.53344810 5.77388031 12.98230781 9.60098684 9.26629627 8.54647046 4.58484828 11.62354665 8.91253431 12.51369113 9.65781040 11.11248049 8.94941966 7.76116957 7.55153601 11.36200374 10.84411955 15.76547735 11.27880231 11.40374874 13.13620930 10.76992072 3.94099360 10.73743614 8.16015934 10.87726074 8.63621930 8.54647046 7.83277485 10.59473169 12.53613180 9.43584650 11.15985683 5.81135543 6.28971829 7.24019887 14.38707779 10.91217515 12.04608096 6.58484678 NA -0.05904398 10.47480734 12.59125732 11.15728813 7.73540709 10.35461888 11.705863 12.831350 10.840725 10.189512 7.028454 9.669762 11.520307 6.952218 10.006407 13.584083 9.048208 6.324695 12.564839 8.741891 11.488367 10.148005 1.940994 12.793520 5.994319 6.316030 7.141644 9.554780 8.853880 10.595627 9.405537 9.023140 6.188919 12.433846 9.579427 9.408596 11.383934 10.232737 8.963359 10.391171 2.641430 9.957799 4.695877 12.997194 8.489813 7.110915 9.460627 9.344418 12.124781 2.940994 8.493660 4.028454 11.064142 10.718246 10.671886 13.046654 11.196019 9.132050 9.882038 11.832015 10.589888 5.929675 10.640997 10.240771 2.525944 NA 1.525969 10.269105 11.174694 9.201910 7.932513 8.200734 7.198379 9.868769 TCGA-B0-4838 69 1 834 NA kidney stage i t1b n0 m0 19-3-2015 female 2003 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3062401 9.0073884 9.8018962 8.7254174 8.0332220 8.6446563 7.5167393 13.2702694 10.6170706 2.6933643 11.4642421 10.7926899 7.1971970 NA 3.5007256 11.6285368 8.3640278 9.7728566 9.2218259 7.7459398 11.3631426 9.5836360 11.2715652 1.6933643 8.7350310 -0.3066803 NA 10.8067884 6.2632279 8.3408302 10.2149722 10.0079550 8.4314642 9.7010999 9.4788242 11.7894889 9.4356811 9.6763653 12.8616521 1.0152835 11.5949363 11.1479281 9.4314640 7.4877878 10.1907246 NA 2.3938006 3.9787722 NA 7.9902878 13.9284136 9.7946909 12.3353106 8.2267017 9.4730910 4.5007256 6.6989963 9.5167389 11.0934506 10.2513140 11.4809376 9.6891389 8.6975921 10.7129625 5.1852243 5.0856881 1.0152835 -0.3066803 10.0276451 13.5219545 10.0732915 10.7894280 9.4255392 7.6792134 10.1332026 7.5972533 9.5068003 8.1445828 8.7143517 6.0152991 10.3745970 9.9281892 8.9173733 11.7297171 12.0961174 11.3935947 9.8695450 8.4565840 2.6614532 10.8607899 9.1751713 10.3622567 9.4648612 9.2267014 NA 7.8707913 11.2629900 9.9787798 9.1160042 11.0743738 8.8405765 11.3053187 8.9914343 10.0722085 11.3011644 10.3309023 8.1084372 4.9412988 6.7861285 10.5059502 0.6934089 9.8788666 8.2090717 7.7432201 12.2665455 10.2641762 8.7661744 10.6602376 10.3903392 9.1962035 10.6813107 9.0520229 10.4200157 9.0487228 -0.3066803 11.1688518 6.5135508 1.0152835 7.1445828 4.6241067 10.7748552 6.7648344 9.4799599 6.4972451 5.6475678 -1.3065019 -1.3065019 11.2376118 10.2359200 11.4730911 10.5517413 8.3444233 9.9781958 6.0191726 11.3009332 10.7791761 11.1882273 8.8720367 10.0754553 12.0618782 NA 8.8469239 1.6933643 -0.3066803 10.2741014 8.7459398 8.9507597 9.1006395 9.8664241 13.2459208 14.6770334 0.2783417 10.6863101 11.8931974 10.0152998 -0.3066803 3.9787722 0.2783417 2.5007256 7.8905884 14.8438727 9.5119538 8.4348388 11.8667366 -1.3065019 8.5372930 9.2265651 9.0953179 9.8277981 7.8807241 11.5221033 9.1962035 10.9350570 9.3722974 7.3657975 10.4615561 9.3254582 5.2169321 7.9902878 9.9442623 0.1692600 -0.0077482 -0.0067813 0.5334800 0.5180400 0.0000000 -0.0169790 0.0020805 0.0054139 0.0540910 0.0540910 0.0540910 0.0540910 0.0175090 0.1692600 0.1692600 -0.0077482 -0.5687300 -0.5651500 -0.5651500 -0.5651500 0.0904300 0.5352000 -0.0180290 -0.0187650 -0.5805800 -0.0536110 -0.0685020 -0.0169790 -0.0149160 -0.0149160 -0.0381700 -0.0381700 -0.3944100 0.3202800 0.0044411 0.0054139 0.0540910 0.000 0.000 0.000 0.000 0.515 0.515 0.000 -0.394 0.000 0.320 0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.152 0.152 0.000 0.000 0.000 0.000 0.000 0.000 -0.558 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.518 0.518 -0.558 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.515 0.515 0.000 -0.394 0.000 0.320 0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.152 0.152 0.000 0.000 0.000 0.000 0.000 0.000 -0.558 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.518 0.518 -0.558 0.000 0.000 0.000 0.000 0.000 4.551350 11.570464 9.263227 12.527744 10.393811 NA 3.393814 9.280211 10.755080 1.500751 8.938924 6.513551 9.067324 12.841928 7.981084 8.456584 6.386859 7.458243 9.166063 8.491033 10.970659 9.966002 9.486162 8.300702 9.929386 10.920687 7.960158 2.500726 11.496292 8.724039 11.835142 4.393814 6.365798 6.863297 7.917373 10.910118 10.3103800 10.6311134 7.7940343 -1.3065019 10.5462913 8.7143517 5.9787745 10.8532431 5.6241097 9.6947799 9.5341498 5.1196384 6.9221907 10.4457524 6.7212783 13.1554266 10.3007020 10.0673244 13.7821186 12.0224673 8.5135508 9.5333628 9.8595348 5.8123134 9.8813424 9.1445828 7.8226550 4.1196384 13.1830316 8.8226546 9.6122349 4.8226537 2.1528000 9.1912236 9.4465885 13.3743356 10.4403059 12.8616521 8.9810840 8.4465883 6.7657986 10.9037387 11.0175523 14.8093907 11.4809376 11.6404607 13.3249467 10.9937243 2.1528000 10.6181842 10.1159622 11.4513867 9.4615560 8.9173733 7.6961865 10.3920764 12.9958679 11.9643970 11.7665091 1.6933643 6.2169340 5.1528040 13.5254008 11.5976300 12.7277409 7.1691052 0.2783417 NA 10.5949929 12.7829877 11.7579141 7.1196363 10.9586938 11.1274786 12.9800017 11.1520347 9.9828144 8.6285367 11.6205942 11.9595726 6.5135508 10.5470711 14.2671819 7.7377658 7.5103551 12.4193333 9.3955444 11.7676805 10.6916095 3.0856966 13.8241032 7.3785411 7.6620388 9.1495515 9.7370825 9.1227786 10.1295628 8.3227286 8.9256728 6.6475678 11.4438694 10.8711027 9.7094836 10.4918436 10.2872296 9.4101912 11.3838063 6.0420993 10.2712725 8.7309188 12.4033742 9.3622566 8.3227286 9.4255392 9.4087675 12.6608682 7.4910329 8.8979428 2.2783417 11.2629900 10.5203173 11.2489195 12.2665455 10.9451500 9.2632274 10.4200157 10.6645560 10.8458308 6.5760141 9.9971525 9.4499280 0.6934089 3.0856966 -1.3065019 11.4867718 11.3273228 9.2848942 3.7377625 8.5372930 7.8582788 9.9323735 TCGA-B0-4839 80 1 1639 NA kidney stage i t1b n0 m0 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 1 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.24525371 -0.00346663 1.68589531 6.48843788 9.94349107 6.17649432 10.20054457 8.19380131 12.06183269 10.37271023 9.28198704 7.33643515 6.45601593 10.60991394 8.02449090 4.45601758 12.36781698 NA 5.85456673 NA NA 9.91171734 9.98668881 7.66192058 2.16652264 8.50437966 9.51326985 8.12586804 11.58178216 10.13869187 9.26454183 5.52014563 9.68832830 8.96812849 7.98810693 11.12457919 5.30036537 11.11227881 10.33141681 2.80392961 11.93377474 8.49244007 10.34973172 10.03892818 7.44779572 2.16652264 10.34597112 8.85395948 7.07340039 4.75147443 NA 8.90947431 8.03275822 3.16650658 7.00220969 9.12070626 2.58154408 9.98384882 9.29464740 4.92732286 9.59270014 11.76745518 10.92547329 11.04609314 16.13133203 8.20603803 10.24273158 3.31851931 8.99235208 7.90046654 6.83578894 2.39985467 9.49443661 8.40597577 9.18640944 9.84677176 8.30036583 8.68832830 8.81995201 6.58904136 13.92607445 11.24243465 0.58159228 11.24065135 10.51603436 10.12586791 NA 3.58154408 11.61474090 7.69355247 9.34752393 7.91842559 9.14760129 10.26102747 7.61129486 10.82281553 2.99658760 7.84207498 -0.00346663 NA 9.70825191 4.12586597 9.15897618 9.39318965 10.63048829 7.63682977 9.76062715 10.06469131 11.21670918 10.03344530 10.52894076 12.60979879 0.99660568 9.73612081 9.63863647 10.75522451 8.92288079 9.28314254 NA 2.80392961 1.80392961 1.58154408 7.43537690 14.41858390 10.01825889 14.25724716 10.96417139 11.58013780 3.99658760 6.20603755 10.60345267 9.83657588 10.12715541 10.92878483 8.30036583 7.89745161 11.24065135 3.99658760 3.08404725 2.69701759 0.58159228 9.09461691 14.06061182 9.46317122 10.66635575 8.79424624 8.29350108 8.84207498 8.16901251 10.54423131 6.58904136 9.68133348 11.14506143 9.83333746 9.88304356 7.49643039 10.13293524 13.27452603 11.47257154 8.99235208 9.83032886 0.58159228 12.91656545 9.17773719 9.67694436 9.34641888 9.94786950 -1.00346663 7.64404301 10.90572793 8.35032707 7.64299970 11.24836310 7.55117376 10.30378566 7.98526930 9.90121944 11.71426128 10.47383723 8.34608729 4.87923034 8.71597366 10.11357849 NA 9.35193591 8.58717181 5.68308444 13.26987053 10.33309138 9.10772056 11.40756610 8.97672449 9.20725621 10.87892983 9.38675384 9.72280309 6.66900975 -0.00346663 11.44624941 6.96812878 3.24450655 6.69702454 4.08404725 9.86463576 5.26337250 10.51965669 6.05327645 3.52014563 NA NA 10.80916328 10.57354154 10.73805188 11.08669727 8.23259888 6.91544800 6.30537961 11.20999287 11.47535447 10.90722756 8.88532818 9.96453163 10.03275849 NA 8.26102723 NA NA 10.25691641 7.31851298 9.83263515 7.60021102 10.01408925 12.99093829 14.33657400 3.58154408 11.17649395 12.96767930 10.45806430 -0.00346663 5.38512038 0.99660568 NA 5.08404725 14.39823106 9.50437946 6.56644074 11.38567839 NA 7.29120570 8.99658478 10.52942772 9.10510944 6.77794436 10.98562452 8.61313380 11.42153843 9.12457913 7.95948096 9.95803456 8.90197195 4.20252743 7.67091821 11.80635298 0.0022193 0.0028513 -0.0128140 0.7554700 0.7385300 -0.0066432 -0.0157410 0.0122370 0.0231450 0.0539480 0.0539480 0.0539480 0.0539480 0.0175440 0.0022193 0.0022193 0.0179630 -0.0105080 -0.0118870 -0.0118870 -0.0118870 -0.0179320 -0.0118870 -0.0047079 -0.0047079 -0.4980900 0.0000000 0.0000000 -0.0235400 -0.0013858 -0.0013858 -0.0073339 -0.0073339 -0.7943600 0.7606300 0.0244080 0.0231450 0.0539480 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.794 0.000 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.750 0.750 0.000 0.000 0.739 0.739 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.794 0.000 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.750 0.750 0.000 0.000 0.739 0.739 0.000 0.000 0.000 0.000 0.000 0.000 4.8039399 11.1817700 9.5318602 12.0425151 8.5964976 0.9966057 0.9966057 9.3650912 11.8678818 3.3889059 9.1450614 6.8545655 8.6168046 14.1427557 7.7614562 8.1335759 6.0409779 7.7142613 8.1589762 7.3319748 9.6530097 9.5559620 0.5815923 9.2325991 9.6743046 11.1338963 6.9909378 3.2445066 11.3483523 9.1168227 12.6915901 3.5201456 7.0572813 8.7730179 8.1789790 10.6029901 9.9724329 10.1596055 8.9228808 NA 9.9302755 8.0919817 6.3541365 8.9895231 2.1665226 9.7151177 9.3824472 6.5043789 8.1715106 9.8428588 7.0626744 12.8198526 11.6628089 9.7447777 12.2719819 12.7291763 6.0189524 9.0368745 9.5664405 8.8868492 9.3824472 9.5974269 7.0787336 7.5122846 13.5578728 9.7039441 9.0355038 4.1665066 3.8039399 10.0224165 8.7664226 12.5449252 8.2657116 12.6097988 8.1103272 6.1564553 5.8764138 10.8738690 9.1064156 15.3426657 10.9287848 10.2727092 13.7240799 10.0579560 0.5815923 11.0913224 10.0946169 9.7456162 8.8715662 7.4964304 7.1564563 9.8537883 12.4421171 10.0154804 11.2610275 1.8039296 5.5043789 2.3185193 14.7009303 11.1425170 11.4909405 8.8822811 NA 1.5815441 7.9390996 13.0260446 10.4528726 6.8545655 10.1708864 11.468514 12.092476 9.281987 10.609914 6.215754 10.665027 8.714261 5.535745 9.545407 14.309706 7.988107 6.318512 12.852811 8.624119 11.270672 9.123289 3.244507 13.700002 5.535278 5.791001 8.603342 10.431213 8.458065 9.239759 7.938806 8.464924 4.950781 12.282998 9.799909 8.220586 11.366182 10.320203 10.027252 9.871566 4.611296 10.604378 3.996588 12.729273 8.153932 8.123290 8.794246 9.006077 12.531739 4.040980 9.849894 5.488438 10.905728 10.631849 11.119413 13.269871 11.071395 8.198709 9.722803 11.479393 10.291206 6.166511 10.454479 9.593706 NA 3.244507 5.891402 9.153932 11.122918 7.888369 3.803940 7.291206 8.492440 10.324138 TCGA-B0-4841 63 1 204 NA kidney stage iv t2 nx m1 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.1651472 5.8664901 10.7174884 0.2226809 5.7144873 1.8076022 NA 10.0154231 10.2601799 7.6063371 2.8076022 8.1768294 8.9021131 9.6779601 10.4870755 10.3519159 9.9265365 5.1295221 8.6149502 9.2670270 8.3311575 10.0728197 6.9640994 10.7244701 11.0868191 4.2226346 10.1811856 8.4418013 10.1280198 9.8519895 7.2994489 5.6820648 9.8169576 9.0332047 7.0681226 6.4894193 NA 8.9161198 7.8299631 NA 6.5445611 8.8556282 1.2226191 10.2463873 6.6983657 6.3925579 10.8038335 10.8510784 11.5195491 12.0467961 15.1268912 8.2779155 8.5845766 3.3925647 9.3799798 7.8592577 8.0491815 3.3925647 9.1884172 8.3975587 9.1083292 10.2954355 8.0299878 7.9974200 8.5080352 6.4705596 13.2008071 11.0283767 NA 11.1295235 9.3563146 8.7656647 1.2226191 4.4705629 10.1250080 8.3519158 8.5535498 7.5624829 8.2670268 10.5149545 7.2113179 10.4085614 3.5445596 8.7024131 4.0299917 NA 9.5264136 7.0681226 9.3232953 10.1592708 9.1855289 7.9573424 8.6697160 9.4320863 11.0198080 10.0523556 10.3837648 11.7169885 1.8076022 10.0891545 10.2042002 9.7637296 8.0235326 8.8844111 NA 7.8000619 4.9230731 NA 5.7461945 13.6697161 9.4393788 12.5499048 11.2422236 11.1090916 3.8075919 6.5976727 11.1407507 9.9143765 9.5010824 11.0673386 8.7461948 8.2670268 10.8355014 6.4320858 2.2226191 2.8076022 NA 8.5535498 13.2565720 9.0007099 9.2113177 9.0202944 7.5445611 9.2422235 8.3047821 11.8443872 6.1295241 9.2198123 8.3047821 10.3274675 10.2940953 7.7064484 9.9858452 13.1864321 11.2724814 8.3415740 9.9803895 2.1410076 12.7415319 8.8808444 9.5976723 9.1768291 9.0299878 3.8075919 7.4124572 11.1920194 10.4065039 7.7695271 10.8556281 8.2724814 10.3180299 8.2394410 9.8592576 11.0976142 10.1840826 8.6625053 3.3925647 8.3206652 10.5490624 NA 9.3723799 9.2477726 5.6488968 12.9752226 9.6106502 9.2113177 11.3647400 9.3799798 10.0396166 11.3327507 10.2463873 9.4610376 2.8076022 1.8076022 11.3538468 9.0072678 4.1295221 3.8075919 5.3925579 9.2779153 6.1999138 10.4622314 6.3925579 4.7461945 1.8076022 NA 10.8308877 9.8318117 11.0404160 10.9949474 7.7848756 6.6488982 4.9108142 12.4323908 11.2840041 10.8628778 8.3975587 9.8664891 10.1927387 NA 8.4223053 NA NA 9.6149503 6.6820648 9.7943855 9.0202944 10.5445610 13.4525032 14.2914951 NA 11.3925579 10.7154875 10.2519201 1.2226191 4.5445596 0.2226809 NA 4.6149513 13.2945980 9.5557882 6.6320239 11.6815521 NA 7.3206652 8.1826347 9.8772689 9.0960771 6.9368782 11.2594934 8.5535498 10.6912569 8.4894193 8.3621841 10.0251493 9.3074413 1.2226191 8.4320863 12.1800977 0.00208050 0.01321300 0.01181800 0.72187000 0.70232000 0.00388540 -0.01856700 0.01090100 -0.02219500 0.04103400 0.04103400 0.04103400 0.04103400 0.00208050 0.00208050 0.00208050 -0.72888000 -0.73871000 -0.73871000 -0.73871000 -0.73871000 -0.00013862 -0.00581400 0.00305220 0.00220170 -0.00548630 -0.00401620 -0.00401620 -0.01046600 -0.01071600 -0.00069303 -0.00304750 -0.00304750 0.00000000 -0.01656700 0.01838300 -0.02219500 0.04103400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.678 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.678 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 6.080613 10.924806 9.619238 10.692275 9.055523 NA 2.544560 9.569147 11.029013 NA 8.526414 7.068123 9.253300 13.769768 6.526413 6.199914 6.665576 7.997420 6.310096 7.480021 8.372380 10.316711 2.222619 9.767597 8.673844 10.510345 10.408747 5.310096 11.055523 8.228257 12.558852 3.544560 6.489419 7.188417 7.997420 10.173918 11.590594 9.811348 8.929992 1.222619 10.327232 8.256056 6.129524 9.211318 3.392565 10.074382 8.117451 5.977520 8.891518 9.503404 7.698366 12.603365 12.873236 9.879058 13.289058 12.321596 6.310096 8.456253 9.924806 6.310096 10.513804 9.619238 11.254679 5.267026 13.945867 10.179735 7.984184 5.508036 3.544560 9.677960 9.129523 13.059669 9.236653 11.716988 7.909133 5.432088 4.700956 11.011351 11.812752 13.401453 11.067339 10.148929 12.523843 9.842853 NA 10.923073 9.853810 9.294095 8.470560 7.706448 6.977520 10.388796 12.587041 8.111376 11.367291 3.923073 6.080613 6.489419 14.480946 10.494096 11.565819 6.412458 3.682068 NA 9.336375 12.493220 10.209001 7.153371 10.044407 11.525272 12.033606 8.571361 10.447840 5.746195 10.932578 9.250539 6.451452 9.512652 13.199496 8.331157 8.761792 12.482376 8.593320 11.049976 10.092998 3.029983 13.705945 5.670543 3.544560 8.074382 10.622445 7.165147 10.299448 8.117451 8.188417 4.977523 11.481788 9.349337 7.909133 11.694816 10.512652 8.792488 10.458647 8.117451 9.677960 9.294095 12.794980 7.245000 7.117451 9.020294 8.388344 12.334421 3.392565 9.936878 3.392565 11.192019 10.630963 10.510345 12.975223 10.652040 8.742269 9.461038 11.529834 10.015423 4.746195 10.168077 9.815090 1.222619 NA NA 9.074382 11.438560 8.239441 4.866488 7.320665 8.061837 9.168077 TCGA-B0-4842 73 1 1724 NA kidney stage iii t3a n0 m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7969854 16.3439341 6.6066539 6.6962916 3.3212499 10.5739174 7.0627186 6.8986812 1.9061979 9.0508728 9.7464680 8.7868185 10.2198534 7.8090922 8.8986809 8.9901369 5.1541417 14.4845085 10.9230228 5.4297766 10.7569223 10.0452457 8.0627191 NA 8.7135694 10.6766031 7.2812541 9.2884783 6.9359618 9.8110999 11.2404878 7.1854384 11.5887205 1.6431635 8.0320584 3.0216929 2.4911861 8.8349795 3.6431751 9.4773351 10.6204600 9.3927143 8.3042454 11.6275985 9.7071144 12.2717058 10.0669263 10.2341413 13.9394654 1.6431635 10.1309960 9.8270635 10.5476642 8.5086041 9.3324793 NA 0.3212354 1.3212354 NA 6.4192844 13.9635858 1.9061979 12.8332517 11.1370355 10.7964788 4.3656436 7.1286069 8.1885305 9.6622148 11.9276572 10.9573328 7.1916169 10.7532718 11.1398342 5.3436210 -0.6787646 5.4087153 NA 9.8930046 13.0996372 8.8270635 10.8521460 8.4709992 6.9137092 8.4245396 7.8487287 9.2488225 7.4911773 9.4349941 6.6699806 10.1920559 10.3338765 6.8758403 11.6287374 13.0922255 11.2677928 10.8662164 9.7327630 -0.3919478 12.4639973 9.2652320 9.6307283 8.8834944 12.6145799 NA 6.2038941 10.6864808 10.1810352 6.8369517 10.3422319 7.4297766 9.5048873 9.3282793 10.2899188 12.4867871 9.6799032 9.2051171 6.6699806 7.2927956 9.4722686 NA 11.2637665 7.7263932 3.2281414 12.5163165 11.1780665 8.9487860 10.4961777 10.5110765 9.2054226 11.7542531 10.4678207 8.8796727 6.8210979 0.9061979 11.2935138 4.5307075 2.7806880 8.6521688 3.0216929 9.4427855 4.6431809 10.7506588 7.3156052 3.4087119 NA 3.0216929 11.3659876 10.5147774 10.5768707 10.5458567 7.9396374 7.1977691 6.4220193 10.0060006 11.2430929 10.0380715 8.0491722 9.1430260 10.4633590 -0.6787646 8.8584703 NA NA 10.2363844 7.6295912 9.5307054 8.4087148 10.1659578 13.3738200 11.6683196 3.3212499 9.1900745 12.0881949 11.2345154 2.3212643 0.9061979 1.3212354 NA 4.5691812 13.4685364 8.9414717 6.4297766 11.2460645 0.9061979 5.5880400 8.4034011 10.0794752 8.3546752 6.1156679 11.7362014 8.8986809 11.1386354 8.4349943 5.8604116 10.3331781 8.7888576 1.5812548 8.5418478 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8.0423510 1.6431635 3.2281414 9.9963269 10.5018076 NA 10.7290509 5.1286069 8.8854014 13.6481028 9.6588739 8.3846469 6.0491733 7.1091547 7.8681466 7.2099952 8.9193046 9.6864809 4.8448125 9.4811233 9.3786616 10.7359373 8.6089644 4.7806828 11.4974252 6.2754485 13.0569127 0.9061979 6.4192844 8.2578899 4.4911797 10.3697389 9.332479 10.091090 9.238624 NA 10.825078 7.445373 5.844815 8.629591 3.021693 10.934581 8.442786 7.216070 7.102612 8.481123 6.588038 12.677429 12.138436 8.691939 12.111193 11.813105 5.713569 8.930431 11.425851 8.079475 10.092741 10.580995 6.788858 6.115668 12.830780 8.118914 6.875840 6.540421 2.643187 9.967811 8.772463 12.026236 8.312774 13.939465 7.228142 6.275449 5.728095 11.147403 8.871999 15.834548 10.957333 11.555770 12.998862 10.311356 NA 10.847751 8.611271 10.038928 8.213036 6.875840 6.747516 10.441490 12.065245 9.614724 9.930431 2.643187 6.875840 3.321250 13.937726 11.376873 11.182339 7.817107 NA NA 10.307805 11.918141 10.328840 6.597376 9.722131 11.7135694 11.7579635 9.3670117 9.7704006 7.8681466 10.6793537 10.7537939 6.9433037 9.2386240 13.8302921 7.2812541 4.9936789 11.1269676 8.0761395 11.3557071 8.9883635 -0.6787646 13.3020164 6.9142320 5.0491733 7.3313604 9.2175843 6.9723032 8.7242642 6.8526331 8.4219142 4.7135694 12.3268766 9.4505349 8.2841481 11.6856603 10.5602537 9.4388952 10.7693683 2.1286233 10.0618761 5.6611025 12.4499568 7.0491722 9.4284691 8.4709992 10.3678167 12.3756867 8.3268766 7.5011612 3.2281414 10.6864808 10.1001505 10.3352724 12.5163165 10.1854382 8.0457657 8.8796727 11.8050678 10.0627190 6.3099365 10.3296806 10.1877582 3.7806880 NA 1.3212354 9.3282793 12.7470108 6.6250323 2.9062172 5.5880400 8.1730010 9.2145535 TCGA-B0-4843 57 1 354 NA kidney stage iii t3a n0 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.0027785 7.0981690 5.3994377 11.6127848 8.7856967 12.1604772 NA 2.4127002 6.8608858 11.0618182 8.8344505 10.7274564 8.1352927 12.2801983 7.3770699 10.6989978 9.2162734 2.9620307 10.3421324 8.7800817 9.0908513 12.8978111 NA 6.8365011 -0.6228207 NA 10.6196483 10.4678437 7.8282806 4.8689238 8.9880944 9.3283543 10.9060121 10.5419766 10.3678828 9.7246910 6.2839607 5.5063512 9.5331527 8.4458479 8.9639093 7.2959333 10.6238103 11.2067924 2.9620307 10.1836193 9.4008239 10.7613138 10.1844246 7.5166211 7.5619447 10.0827021 9.4597377 8.3994373 7.2162734 0.3770682 9.8649096 8.7928114 -0.6228207 6.2597131 9.3896941 4.5865246 10.3847978 9.4869004 7.0281216 10.8936167 13.3564948 10.8267342 10.7472122 14.9430345 8.7672387 9.4364140 5.3312645 10.7296648 7.3137075 9.3092844 4.3602940 7.6944826 9.9760527 9.3826943 9.5730569 8.9103993 8.0913153 7.6485330 6.6438562 13.2954671 10.9926993 -0.6228207 11.2639093 10.3057657 9.5804176 NA 6.3543499 9.5569788 9.2854623 9.5242745 8.7302164 9.8659140 11.0055152 8.1185368 11.7409936 4.7346229 8.3600631 NA NA 9.2839602 8.3457366 9.3327196 10.1015835 9.7433919 8.9620322 9.3557801 9.3239759 10.8473015 9.8858548 9.8436560 10.4166741 3.6250016 11.7052789 10.6368129 9.4869004 9.0998772 10.1015835 0.3770682 6.4431591 4.7693856 NA 7.9354904 13.8896867 2.8365099 9.9926993 10.4296377 10.4862474 3.5469932 7.3486131 10.9620322 10.4973075 9.8507754 11.0081831 10.4070470 7.8528029 10.5944216 6.6624718 4.8033355 5.1319557 -0.6228207 10.1868378 13.8154067 8.5344165 9.8127398 9.4592187 8.0844289 10.2581836 7.9393118 10.4912154 9.1015834 9.9478740 7.9084509 10.4356770 9.6854086 8.3966604 11.2143033 13.1979466 11.5519953 8.7629321 9.6364127 4.2109732 12.1096611 9.2944418 8.6273679 9.6320982 11.0059708 9.7906976 7.7779490 10.8903037 7.7740596 7.9385105 11.1710793 9.2020283 10.5318878 7.7169196 10.0326004 11.4741142 9.8639047 9.1763350 5.6624733 8.3742492 9.9364467 NA 11.3450164 9.1032878 5.9006326 12.7156668 9.3671736 8.8749214 11.7398354 10.8512826 9.4895092 10.7843746 9.2067924 9.8293110 5.2839588 4.3770682 11.3703619 9.1168502 2.8365099 6.0635698 3.5469932 9.7758134 6.1049908 11.0499369 7.0102103 4.6989963 -0.6228207 1.9620307 11.0285698 10.7102250 11.0895967 12.0267749 8.2067922 8.3195841 5.5726138 12.5886538 10.9011216 10.5191767 8.3966604 9.9201015 10.8492528 7.4049755 8.5938154 NA 0.9620677 9.8200131 8.0136945 9.4377656 8.7213655 10.1608864 13.5462117 12.9671888 1.6990185 10.8334240 10.8365012 10.4139301 0.9620677 4.6989963 0.3770682 NA 6.7949227 12.2237353 9.2551207 6.8769159 12.4450081 0.9620677 8.4512111 8.4084537 9.8947391 9.7768816 7.2412558 11.1682325 10.0441813 9.9497698 9.6487895 8.4214636 11.6494079 9.4751017 4.4012140 9.1594619 11.1551468 -0.0569810 0.0146090 0.0193630 -0.0127130 0.0015255 0.0000000 -0.0459060 0.0237060 -0.0359930 -0.0217840 -0.0160170 -0.0160170 -0.0239770 -0.1572000 -0.0569810 0.0091705 0.0146090 -0.3953000 -0.3935200 -0.4018500 -0.4018500 0.0068044 -0.0127130 -0.0373540 -0.0373540 0.0000000 0.0030662 0.0126810 -0.3986500 -0.0853990 -0.0853990 0.0023581 0.0023581 0.0146090 -0.0031733 0.0139110 -0.0359930 -0.0044312 -0.399 -0.399 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.368 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.399 -0.399 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.368 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.734622 12.049053 9.288462 12.620244 9.350049 2.698996 2.836510 9.545742 10.908164 1.377068 9.040628 4.077508 9.512779 12.977331 7.190851 7.283961 6.803334 7.777949 7.730217 8.017315 10.973259 10.531888 3.464538 9.490812 9.265356 9.974191 9.931659 11.437090 10.808045 8.986249 12.049044 2.547006 7.730217 7.976983 8.138621 10.482978 10.2358278 10.3268964 8.8888224 0.9620677 9.7531950 8.6762776 5.6249957 10.1369578 4.0209288 9.7726037 9.3643336 7.9917798 7.1319567 9.6682404 8.7843374 12.7405200 11.7227521 9.9431237 13.3923976 12.5171005 6.4538846 8.7800817 10.5488719 7.3994377 9.9450257 9.6555191 7.8769153 6.0913148 13.1414229 9.9162285 7.3018821 8.7280089 4.5469932 10.5901738 9.5767421 13.0100648 10.4275985 10.4166741 8.8848644 6.3994377 7.7904436 9.2131200 10.0930316 15.2736622 11.0081831 10.9913194 13.0815137 10.6338680 0.3770682 10.7483018 9.2658129 10.1763513 8.6106894 8.3966604 8.7928114 10.3664642 12.4185577 8.9316585 11.2091685 6.6531948 7.1319567 7.2779364 13.9881573 10.4592187 12.5226834 7.4751019 1.9620307 NA 9.8137812 12.4209513 11.1693801 6.9991217 10.7586126 11.9140453 12.5167809 10.6989978 10.3421324 5.9162282 9.4404647 10.7704601 7.3486131 9.9972894 13.7190026 8.4458479 8.2505140 12.4081867 8.2718874 11.3586369 10.1682326 3.4645376 13.2501292 7.8310399 5.9620330 8.0799349 10.2877124 7.8446750 10.2170607 8.4681878 8.9862485 6.1319578 12.1111441 9.9006317 8.8179388 10.9511901 10.4282786 8.1485589 11.4911373 4.2350530 10.1779696 4.3770682 12.7566592 7.5166211 6.9006314 9.4592187 9.8137812 12.3215987 4.4645310 8.4960109 6.2839607 10.8903037 10.8008999 10.5063527 12.7156668 10.7906976 9.6842705 9.8293110 11.7121808 10.2847415 6.0775101 10.2358278 10.3203170 4.0775079 0.3770682 NA 10.6676646 11.2110863 8.9880944 4.5469932 8.4512111 8.4214636 9.8927696 TCGA-B0-4844 60 1 313 NA kidney stage iv t3a nx m1 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0863056 10.3001474 10.4001547 10.3618427 9.7548349 8.1376003 6.4357203 8.1026240 9.3388585 7.1801608 9.5846752 3.7538933 10.9682151 10.3104020 4.0269151 10.5894201 8.3856795 10.4310284 10.0269144 8.3237515 7.5993862 10.9179062 9.0546298 8.2590460 5.2350224 0.1688987 9.6004311 8.6527493 0.7538612 6.2669664 10.3180455 2.6283537 10.8628560 6.9698331 4.2982184 10.4358898 11.9764897 10.1822562 10.3569041 16.8747481 7.9104005 11.5173850 4.6924942 10.7287885 7.1968391 6.4263218 2.5418865 8.0667792 9.1735192 9.0002406 10.1989108 7.7273542 8.5020887 9.2092233 6.3186802 14.1454081 10.6732560 NA 11.4436028 10.4530404 8.8934475 1.4908781 4.5264883 10.7138979 8.1231297 8.7330831 9.4692861 10.3250165 11.3670716 8.3135919 13.3540714 1.4908781 8.7311758 3.4908653 NA 9.1173008 5.5439722 8.7781123 9.5396208 9.7206417 8.4427291 9.4380601 8.7022631 11.7093328 9.6697753 10.5547959 12.2598729 -0.8311013 10.8832692 10.1906076 9.9851171 10.8827496 9.8073694 -0.8311013 3.7538933 2.1689308 1.7539040 7.2403954 14.1955002 7.3135914 13.1954569 10.3856793 10.2969278 4.2133239 6.7003149 10.2761506 10.1590375 10.3868912 11.1278052 8.3110408 9.2363678 11.1303832 4.1689308 2.9762903 3.4908653 NA 9.8127897 13.6330325 10.0818228 9.5930998 8.0454506 7.0996708 10.2577217 8.1347179 9.4387499 11.7748759 9.1913013 6.9568361 9.4695950 9.5676772 7.5352559 10.5666081 13.2967666 11.6545113 8.9070258 9.6290925 2.2866151 12.4601042 9.1447814 9.9154478 9.3636904 7.1745582 2.1689308 7.4727144 8.7330831 7.2169301 9.3352097 11.3250165 8.4953630 10.0423776 7.3186802 10.0057729 11.6040828 9.9978633 8.9160189 5.7538960 9.0907743 10.0870513 NA 10.7158279 6.8762922 5.1462153 12.2756600 10.0981919 9.5836187 10.6998275 9.8702400 9.0500475 11.6230734 9.6617881 9.5374399 6.9036433 -0.8311013 10.7439999 3.0758235 10.6339182 7.4025534 2.8693779 9.5009701 4.7836452 11.8829772 6.3903272 4.7538987 NA 0.7538612 11.4948010 10.4755648 10.8470935 11.0989316 8.2215016 7.7003149 6.1423154 9.9271568 10.8732695 10.5434297 8.5547960 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8.3463528 12.3372922 9.8217784 12.2598729 8.9002525 7.4727144 7.5878405 13.0223405 10.9698334 16.4093708 11.1278052 10.9702376 13.3339975 10.6647885 0.1688987 12.2148638 7.0877970 11.2457491 8.8253582 7.5352559 7.9404228 10.4031521 11.9002525 10.0104979 10.9112429 4.2982184 6.5352552 6.6527489 14.7746572 11.0014280 12.0515765 5.8693730 0.7538612 NA 10.3306952 12.3277009 10.8561735 7.1689338 10.0245807 11.4324961 12.3789960 11.0848091 10.4192319 6.8199849 9.3698320 11.7496631 4.5951993 9.4772726 13.7408046 7.1801608 5.8127908 11.9688100 9.6846333 11.0273031 9.9019489 1.1689629 12.5104523 7.7016398 6.2133278 8.2231034 8.5242847 9.0469843 10.1267610 7.5396210 9.2328003 4.6283653 12.5577580 9.0682903 9.3401102 11.7578823 10.6934752 10.2813730 10.2577217 4.5612528 10.6406087 6.3977516 13.4382837 7.4168608 8.6846333 8.0454506 10.1918977 12.3782345 6.4818172 8.5110082 3.3388522 8.7330831 10.7867728 10.6792031 12.2756600 10.5531776 7.9204773 9.5374399 12.4073382 9.0049839 6.4168617 10.4795463 9.7576482 4.3388594 0.1688987 NA 9.6477031 11.6612875 8.5547960 2.4908525 7.5909979 8.4403966 10.3741158 TCGA-B0-4845 70 1 1986 NA kidney stage iv t3a nx m1 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 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6.4875458 9.0873058 5.9644495 11.0783841 10.9574188 6.5600592 10.4218975 11.7547191 10.8176316 10.9604360 15.5072803 8.7014146 10.0928158 5.4111957 9.9320276 7.7014146 5.9429156 2.7945198 10.3764778 10.1868186 9.0233427 10.0411855 8.2583210 8.0823902 9.1672440 6.3138988 12.9172658 10.8616895 -0.1123188 11.6410592 11.3325811 7.9510288 NA 6.5096848 11.3360079 8.6035956 9.2050462 7.9100011 8.0373806 11.1911289 8.6689931 11.7753796 4.5314875 9.2241401 NA NA 9.6500156 5.5741348 8.1236476 9.6307849 10.5228981 8.9935419 8.3201755 8.2407804 11.4332109 9.7487203 10.0007244 11.5335170 0.4725917 11.9034666 10.8094744 10.1561755 9.9691170 10.0013757 -1.1124747 3.6949916 4.7456138 -0.1123188 8.1822543 14.3724878 5.7824505 12.5008474 9.2528624 9.9711128 3.7945198 7.8064968 11.1681143 10.8566602 10.1776524 11.4516662 10.1567601 6.7331238 10.7794172 4.6425225 6.6885329 0.8876033 -1.1124747 9.9395221 13.5126573 10.0252651 11.1470825 9.4995804 7.1308073 10.6792034 8.3409040 10.6286369 11.8740089 10.5328415 5.7331238 11.0030836 10.1596800 8.6624206 11.1263368 11.5780680 11.0572453 8.5741341 9.1897584 5.6467905 11.7430860 8.9086133 9.7038171 9.3844872 10.1550054 NA 7.8734755 11.2322068 11.3296050 8.8225629 10.8191097 9.3065402 10.8932580 8.0373806 10.4489214 10.6852950 9.6299429 8.5890267 6.6223433 7.8505294 10.2604985 2.2095469 10.4364554 9.2319294 7.3834883 12.7482355 9.2550482 8.6307848 10.7193365 10.4354920 9.5741341 10.9743635 9.2517681 10.3060131 7.3794867 2.7945198 11.7901970 6.0373800 0.4725917 6.4498766 4.3470632 9.9994213 7.9100011 10.0180046 7.4465896 5.4422236 -1.1124747 -1.1124747 10.9337343 10.4126648 11.0117548 12.4895203 7.2670123 9.3739657 6.1516072 12.1829719 10.6961955 11.2104066 8.3117996 10.0793096 11.8427385 -1.1124747 8.2583210 0.4725917 0.4725917 10.0581846 9.5041824 8.6739030 8.9333932 9.3643796 12.3540924 14.8026258 8.1473769 11.3468089 11.9597661 10.2643015 0.8876033 2.6949916 -0.1123188 NA 7.5846010 14.1414440 10.0531686 8.1660827 12.0735929 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8.7885004 8.6624206 8.5688720 9.9757591 12.8050056 9.5511916 11.2807558 2.3470703 7.0220593 6.7331238 14.5991023 10.4655343 13.1989561 6.5741333 -0.1123188 NA 10.6121473 12.2098433 11.4240288 7.3754739 10.8327115 11.7637667 12.7653969 11.7097999 10.4369369 7.3347166 10.9876387 9.9557400 6.0475057 10.2446356 14.8484334 6.4498766 7.8734755 12.8411361 8.9002579 11.4921867 11.1500220 4.0169152 13.8073814 7.7797207 7.3470650 10.3724563 10.2196700 8.8432832 10.7201279 8.4287299 9.0708718 3.8418323 11.6161918 10.3809886 10.1068020 10.9061814 10.1509027 9.3305770 12.3069353 3.5314938 9.7236838 9.4800906 12.9776144 8.4033333 8.7518195 9.4995804 9.5172359 12.5870975 3.4111957 9.6189526 5.0774567 11.2322068 10.6873199 11.1013453 12.7482355 11.2238611 9.2670118 10.3060131 11.0995218 10.6342108 6.1637583 10.1532485 10.1055911 -1.1124747 0.4725917 -1.1124747 10.7066150 12.3992021 9.2073055 4.2451838 8.9523764 8.5984400 9.7997743 TCGA-B0-4846 52 1 1200 NA kidney stage iv t3a n0 m1 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.41873242 12.03079595 12.02367511 10.55790783 10.13807234 8.61532654 3.23216954 10.98592019 9.05479477 11.10208508 9.48771907 9.62802661 NA 8.57352980 11.07944872 12.38761026 8.79419457 11.61988611 9.28783841 11.07991426 8.75472419 10.51620558 11.52118484 9.63247635 8.16780699 5.16859390 5.84841763 10.81413100 -0.51787454 10.94970001 8.80176655 7.10047943 12.63398305 9.74536357 9.24364576 10.39983951 10.02560968 9.84568167 10.43936341 8.93639384 9.85060083 8.58012664 2.28945088 10.84787010 6.40690736 0.06708796 4.54818382 3.42600974 10.88350734 6.60621568 10.07238212 6.42589900 5.54818382 NA 1.06708796 10.50550224 10.01542411 10.93613666 10.94868078 8.32601550 9.47148887 6.89050871 11.81650743 10.58177096 11.60766935 9.19634000 10.42057135 12.10105341 -1.51787454 7.66448853 1.06708796 NA 9.72407757 9.24115041 8.67068316 9.10414635 9.38446950 14.77841921 14.41130661 0.06708796 11.54126987 12.67969510 9.92866079 1.06708796 3.80402257 0.80405356 -1.51787454 8.00369499 14.23974489 9.18599808 8.81748480 11.19419148 -1.51787454 8.90731042 9.09541417 9.14920601 9.63374524 8.14018099 11.53924006 9.73712310 10.63152404 9.64195942 7.12595067 10.55924400 8.49052320 3.92735605 7.31577542 9.60038666 0.00541390 0.00194180 0.00805670 0.00000000 -0.00430070 0.00903120 -0.01257600 0.00055459 -0.01133500 -0.01876500 -0.01876500 -0.01876500 -0.01876500 0.00541390 0.00541390 0.00541390 0.00194180 -0.00138580 -0.53165000 -0.53165000 -0.53165000 0.00138680 0.00000000 0.00350990 -0.00371640 0.00012467 0.00499690 0.00499690 -0.00939800 -0.00013862 -0.00013862 -0.00110870 -0.00110870 -0.00517960 -0.00443120 0.02328600 -0.01133500 -0.01876500 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.53 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.53 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 3.839647 11.758946 9.045291 14.371789 10.158933 NA 5.652019 9.631841 10.740366 1.067088 8.554897 8.021253 9.715714 11.771105 7.794977 8.411353 6.626753 7.172092 8.369315 8.588003 11.269385 9.811330 6.676851 8.321298 10.263044 10.796678 8.080147 6.662003 11.977200 9.112362 11.744277 2.652028 6.418733 6.891485 10.453638 10.803459 9.86363744 10.35592300 7.75122134 0.06708796 10.31181721 8.85387124 5.38898507 10.80908560 5.92503809 9.87441184 9.71870667 6.67191890 7.10047943 10.46971375 7.00957112 13.30720230 9.90993103 10.43592711 14.02576069 12.78772874 8.12741042 9.02222243 9.35707579 6.78130200 9.26672939 8.96691722 6.73948225 5.71091386 13.25177735 8.76634007 9.54481513 5.18253340 NA 9.99779426 9.46151956 14.17157380 10.15716943 13.28924809 9.59192509 8.08200743 6.76096207 9.63880966 12.04576741 16.03294642 12.19234772 11.54835185 12.77297727 10.53500207 0.48212546 11.21955305 10.36435542 10.83386192 8.83413791 9.41873242 8.17034472 9.98790605 13.35414403 11.46686888 11.71915498 3.48209964 5.05195063 6.05195063 13.40481403 11.53720738 12.89849615 7.51879004 NA NA 12.14554137 12.59225146 11.44749458 7.67438720 11.18945359 11.262224 13.119002 11.576502 9.892016 7.302273 11.456509 12.225141 6.370837 10.166843 14.725898 4.611379 8.175581 12.828243 9.189453 11.557072 11.095424 2.652028 14.064031 5.999292 6.250279 10.342138 10.020283 8.957828 10.543466 8.184267 8.881907 6.953769 11.718109 10.508272 10.456509 9.822501 10.511036 9.952245 11.502206 4.908361 10.124146 9.120530 12.598758 9.013476 8.440647 9.576172 9.318374 12.727647 4.154518 8.608799 4.504461 11.079449 10.530922 11.515862 12.633983 11.369315 9.670065 9.850601 10.445352 11.042516 5.891485 9.314984 9.062353 NA 5.763422 -1.517875 11.771681 11.781772 10.045291 5.631841 8.907310 8.261814 10.307848 TCGA-B0-4847 60 1 793 NA kidney stage iv t3a nx m1 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 1.31783e-06 2.427581e-07 10.9406771 8.8295708 8.3481908 -0.6461122 8.3927562 7.4885206 12.9346847 0.3538878 2.1214796 6.7967807 9.4779586 10.0289122 10.3768986 7.8576632 11.8776443 11.0080258 11.2614792 8.9481619 1.3538314 10.5212555 9.3995971 7.1417403 11.8374012 NA 7.1867273 1.3538314 NA 10.9537502 10.6017648 8.2934165 4.0542755 8.3706456 9.8546792 11.4921092 11.8135251 9.7557834 7.8968694 6.5337471 10.1898877 9.4818317 6.4199265 11.4165581 0.3538878 10.4837643 9.7947065 2.8132784 11.7581806 9.1787960 11.1704210 9.9749735 7.4465945 5.1867264 10.3187125 9.4574792 8.1579683 4.1611944 1.3538314 9.6564763 8.3566522 3.8774007 7.9462946 9.0783512 1.3538314 11.7693150 5.3982306 1.6757708 9.1898562 13.7850738 10.4792508 8.7674651 15.9585064 8.3954964 9.6936873 5.1867264 10.6763289 7.5137086 4.1087252 2.5237627 10.0341969 10.3831246 8.7821975 10.2433413 7.8968694 8.5802495 8.9369200 6.9387998 13.3398571 10.6029508 -0.6461122 11.2535719 10.8247605 6.9758892 -0.6461122 3.4412976 11.2779075 9.7353804 9.2118182 8.0084734 8.0191731 11.1195378 7.8456901 10.6734022 3.1611944 8.6507534 NA NA 9.2180236 5.7967820 8.8734736 9.7801021 10.1253268 8.0368319 10.0333174 8.7525810 11.2279388 9.7146844 10.4479150 12.2891866 2.5237627 11.2991824 10.5584085 9.7884655 9.6768922 9.9509588 NA 3.5237627 5.2364811 -0.6461122 8.6869928 14.0484129 9.1692205 14.4421287 10.5337464 10.9620922 4.8132681 7.5922417 10.4991326 10.1128932 11.2402960 11.0989486 10.3152870 7.8616322 10.8954180 2.8132784 3.6017678 0.9387751 NA 10.1095595 13.9451259 10.1708210 12.1762090 8.5111842 6.7288769 10.6931307 8.7695790 9.7854185 8.1384720 9.1203662 4.9387986 10.0840103 9.3268171 7.5337463 10.7921094 12.8237335 11.3800149 8.8636124 9.8928797 2.4034586 12.1103937 8.7905489 9.7988521 9.1269765 7.8416776 NA 7.0749367 10.8255126 10.5436372 8.7614661 10.1547372 8.1286244 10.3762052 8.1514986 9.7821975 11.7280618 9.5325022 8.8485929 5.6392408 7.3138390 9.9685471 3.5237627 10.2749344 7.0191737 5.3311176 12.6354776 11.0284710 9.0594697 10.5368523 10.7821975 8.5337463 11.3021790 9.2211161 9.7759021 6.3311176 -0.6461122 11.1748140 5.4199265 NA 5.6392408 3.8774007 9.4426255 5.7967820 9.0138332 7.2747257 5.6017648 -0.6461122 NA 11.2268969 10.2402961 11.2044149 12.2290107 7.2055861 8.6553336 7.1560305 10.7348395 11.2475181 10.4419630 8.4779586 9.8665778 12.0468886 4.3538384 9.2471388 NA NA 10.2234312 8.5262649 9.3692525 8.5681564 10.7310479 13.2014820 13.1536249 0.3538878 9.3439414 12.4500584 9.9758892 -0.6461122 2.9387939 0.9387751 3.7461515 5.8929957 13.6259568 11.5928391 6.5826554 10.3650646 2.1611783 8.1930413 8.4675795 9.9703862 8.7801021 7.2055861 11.1938284 9.3636659 10.4927491 9.3624760 5.9537495 9.8675649 9.2410579 4.2374566 9.0289652 11.5340573 0.00214320 -0.00277070 0.00266400 0.47032000 -0.00636680 0.00374650 -0.00290910 0.00263570 0.00000000 -0.02219500 -0.02219500 -0.02219500 -0.02151000 0.00638710 0.00638710 0.00214320 -0.00277070 -0.51887000 -0.51249000 -0.53571000 0.01126100 -0.00067929 -0.00415460 0.00708260 0.00708260 -0.00917640 0.01112100 0.01112100 -0.00290910 0.00027728 0.00027728 -0.00276500 0.01000600 -0.51476000 -0.00498440 0.01600600 0.00000000 -0.02219500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.515 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.515 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.392756 10.753115 9.236480 12.923218 9.502314 NA 2.813278 10.401643 10.392955 3.441298 7.376205 6.430653 8.516229 13.890570 9.881314 9.377592 5.813268 7.462362 9.555961 8.260728 10.756849 10.964862 6.248654 9.076645 9.203930 9.756849 6.620625 8.780102 10.391384 7.242581 12.378793 4.260726 6.376205 7.950027 9.103707 9.936920 9.1302704 10.0672239 8.9922733 0.3538878 10.4413001 8.6892279 7.2486553 9.9518898 5.8773983 9.4118292 9.8326070 7.4882635 7.8496922 9.2516829 6.8773995 12.1981508 11.5262649 9.4333221 13.5909726 12.7462889 6.6392394 8.6484583 8.7157812 7.4413000 9.8616319 9.5212555 7.1930413 2.5237627 12.7756392 7.5337463 9.6088660 4.6017678 2.5237627 9.4649731 7.1547371 12.8483180 10.4125056 12.2891866 9.3803608 6.1740168 7.6442709 9.0385860 9.8486929 15.0977250 11.0989486 10.6959120 13.5962672 10.6351878 2.1611783 12.3573552 8.4831205 10.7370016 8.7003509 7.5337463 7.9722228 10.1302704 11.8650958 11.3371872 10.9383301 1.6757708 7.8616322 6.0953042 13.9515111 10.5754245 12.8743333 8.2697167 0.3538878 0.9387751 9.9387998 12.3901827 11.3080155 7.4465945 10.0774983 11.0990915 11.7296913 11.2614792 10.5212555 8.6112251 10.7706349 11.6698360 6.8132694 9.6276329 13.2909196 6.4199265 5.4623632 11.3221333 9.3311174 11.1611922 9.7821975 3.2607333 13.9369201 7.9798750 6.9312658 10.1063519 9.7536493 7.1351973 9.1417398 7.4831201 9.2741901 5.3080332 11.1523091 9.8009206 7.9425520 11.1116440 10.3368309 9.8891127 11.2693433 4.4412976 10.2318882 9.0102623 13.0001407 6.6484583 7.8734736 8.5111842 10.0935252 12.3949831 6.0542776 8.9331533 4.3080332 10.8255126 10.6386614 11.0710853 12.6354776 10.3913843 8.5730060 9.7759021 11.3439413 10.0706569 7.0611962 10.3145633 9.8336177 2.3538314 2.3538314 -0.6461122 11.2016777 13.2419489 8.3594619 4.2607258 8.1930413 8.3678576 10.1028687 TCGA-B0-4848 54 1 883 NA kidney stage iii t3b nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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3.24263299 9.04224077 5.55006336 10.97463313 7.76305763 12.17425928 8.68059547 10.36727364 9.36157648 4.64862650 9.86615102 8.90370082 6.74725580 14.32388773 -0.07932559 5.67559578 -1.07917317 NA 9.82834898 9.67559473 7.35533524 1.72805111 9.31516995 9.58426541 8.71186999 11.26915877 10.49624652 8.63838378 6.66890058 8.02399492 10.25106398 7.55006413 11.09157119 4.89798579 10.06536551 11.02005501 3.31302812 11.91045652 9.42353909 10.58515447 10.40401921 7.35949921 3.09063328 10.26442594 9.83807928 7.72160712 7.99752275 0.92067441 9.60808291 8.74884359 0.50568772 6.91506072 9.77089411 3.67559014 9.62547544 11.26361528 5.14952765 11.76802499 10.79107194 11.25162413 9.62720318 16.32790860 8.40250646 10.56906485 3.50567502 9.33115858 7.27385433 7.74407429 1.50568772 8.86907435 9.00949554 8.71998871 9.57265589 9.62720318 8.37191818 9.90939195 6.67559437 13.62882117 10.91222905 NA 11.53034771 10.94188502 7.96236625 NA 7.82157374 10.55733187 7.08057879 10.20147802 8.99350964 9.98072753 10.53265417 8.35533568 10.40959173 0.50568772 9.14229447 0.50568772 NA 9.80868944 4.67559578 8.75201462 9.55642539 9.80945046 8.57891872 9.79799136 8.56996343 12.36254005 9.42055314 10.48485672 12.53805991 3.62114930 10.55684245 10.10682149 9.65626324 7.30872491 9.96168178 NA 3.31302812 0.50568772 NA 7.93472761 13.90294326 7.50190802 10.82797348 9.23359020 9.80945046 4.89798579 5.77868694 10.42254439 10.79952448 10.15970902 11.55028923 8.17809513 9.77011231 11.11945922 4.82759549 4.96510086 4.13015661 -1.07917317 9.96031173 14.01799869 9.90868173 10.20089799 8.82909986 8.13502638 9.36261388 7.50942191 9.06098741 4.72806200 8.63495259 5.95413115 9.45575894 9.84031546 8.83060045 11.60633206 12.58826234 11.68723613 10.08498572 8.96099699 1.81212852 11.62957556 8.91788670 10.25888645 9.48199514 7.73448812 -1.07917317 7.38013894 11.17337264 11.31443551 9.30551254 11.37962643 7.73769082 10.79952448 8.26943529 9.83957040 12.40313708 9.99752289 8.38633503 6.32158722 7.53541692 10.43196575 NA 11.45913870 8.39644081 6.86907435 12.75290500 10.43739213 8.96099699 10.80792786 9.18983395 8.92492768 10.75723498 9.12650057 9.61157815 8.57713195 1.24263299 11.12741635 4.98679773 3.38013374 7.96510144 3.31302812 10.73007345 5.20610790 11.02424750 6.26393769 3.56456109 NA NA 11.23273929 10.41506282 11.56388699 10.54960834 8.98679630 8.73769082 6.57720372 10.91364558 10.66596136 11.02694298 9.21647621 9.81628258 10.25832918 NA 8.84403470 -1.07917317 NA 9.69467060 9.37397788 8.99082811 9.09688036 9.57713214 14.35282498 13.35728865 0.92067441 10.70411477 13.06783264 10.42502965 -1.07917317 4.80335105 1.72805111 -0.07932559 6.89225136 13.32724444 8.31731221 7.98410226 11.43295388 NA 7.86028622 9.38464023 9.77167532 8.84996549 7.36779039 11.36727364 9.06281438 10.90263122 9.92773456 8.46180397 10.11361651 8.78024218 4.49632173 7.06306929 10.11114924 0.43682000 0.00152550 0.01028500 0.19284000 0.03059100 -0.01188700 -0.02548300 0.17582000 -0.02944800 -0.02835500 -0.03166200 -0.03166200 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5.59313263 6.88070879 8.28702942 7.99752275 8.75201462 9.87272043 6.68225866 8.63151358 10.34899930 10.99885807 7.51689686 4.47529894 12.03363536 7.88937376 12.14076354 3.50567502 7.00285664 7.18280252 9.17455473 11.17691594 10.16922778 10.55778485 8.39846539 NA 9.75280612 9.51689705 5.92070775 10.65287463 4.67559578 10.68847789 9.69960577 6.86907435 6.26055640 10.75596812 6.47529569 13.63022190 10.41155812 10.24207166 12.80325477 12.19012616 7.51316462 9.13381138 9.81703960 9.75754652 9.71024095 9.69878435 7.70534209 7.21532817 13.21281313 8.32371908 8.24037921 6.14952562 3.38013374 10.80564086 9.25832906 12.67402845 9.11176635 12.53805991 8.61070523 7.50190802 6.53563775 12.26611249 10.50895338 14.85045108 11.55028923 11.73629068 12.97319038 10.69343416 -0.07932559 10.97937546 9.25721386 11.49671909 8.79722411 8.83060045 7.54275873 11.03997265 12.96757545 11.04870156 11.39542467 2.62114930 5.42850088 6.79722444 14.01741909 11.83863869 12.11746301 7.60720749 -0.07932559 NA 11.75241034 13.25225403 11.23385386 7.04482905 11.00518346 11.28484191 12.63237420 10.36727364 9.86615102 7.09063223 10.64649949 11.89870261 6.15911246 9.92281896 13.30933000 7.55006413 6.99216907 12.53380143 8.48676143 11.97869895 9.91222905 -0.07932559 12.63945415 6.70612714 5.83957166 7.91754812 9.93263332 8.93612230 9.93890737 7.70452411 9.13137855 7.08057879 11.46470568 10.32691221 9.34592324 10.69013184 9.90797131 9.73609053 10.37962648 3.87490514 10.22105985 9.58426541 12.16152687 9.43245985 9.23698882 8.82909986 9.37393678 12.74287968 5.92070775 7.89512203 5.77868694 11.17337264 10.24207166 11.37140302 12.75290500 11.07552534 9.03444932 9.61157815 10.79799136 10.42527298 6.42850255 9.81021124 9.64522105 -0.07932559 NA 0.50568772 9.92000264 10.66665879 8.89655522 4.16863401 7.86028622 8.01610404 9.82383596 TCGA-B0-4849 51 1 69 NA kidney stage iii t3a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 3 2 3 3 3 2 NA NA 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.242351e-07 2.427581e-07 10.8995560 10.3274551 8.2128174 1.1656869 13.3364008 8.0775944 11.6223044 0.1656869 1.5358539 6.4418171 10.6194784 8.8131517 10.6739833 8.4534056 11.7257872 9.7241141 11.3714866 8.1458328 0.1656869 10.2617495 8.1401079 7.6575464 10.7336494 NA 7.1600469 -0.8341845 NA 10.6675304 10.1379552 7.1543776 4.1198873 8.5877580 9.9363572 11.1436887 10.7534708 10.2610904 9.4040980 4.1198873 5.5750854 9.9122076 6.2425091 10.4423993 1.9730602 10.7693197 10.6065624 0.1656869 11.0256163 9.8876470 10.0429774 10.3733178 7.9138863 5.4694725 10.4371038 8.1880611 8.1600469 3.4876150 -0.8341845 9.4499391 8.3653658 0.7506922 6.7877446 8.5961458 1.1656869 11.2324552 9.1052726 5.3154394 10.5970289 11.0620257 11.3258799 10.3001196 15.9852612 8.4348200 8.8310291 5.2317818 9.7794828 7.3604503 6.5232452 2.8037643 9.9511458 9.9772686 9.0650501 9.7693197 7.7202819 8.0544366 8.3824390 6.4966109 13.3044451 10.7891176 NA 11.8370132 10.9036251 7.8695969 NA 1.7506494 10.9466431 8.7785618 9.1169781 7.7804033 5.2742169 10.9682097 8.3280847 11.7636341 4.3751437 8.6495091 1.7506494 -0.8341845 10.0399062 6.8451739 8.0785826 10.0429774 10.3812263 8.3727075 8.5472362 9.3179780 11.2243785 9.3653656 9.7986886 11.8440734 3.9205791 11.3823058 10.6754683 9.6892553 9.1852840 10.0283306 0.7506922 4.3751437 4.1198873 NA 8.2923976 14.0069136 3.2531573 11.5504770 8.4277880 9.6912141 4.3751437 6.4966109 10.6127766 10.5935299 9.8140509 11.4464264 9.7298428 6.9858727 10.8825128 7.4785763 5.1880606 1.4876407 -0.8341845 9.3406190 13.8232351 9.6220478 10.6271727 9.2478423 7.8239047 10.8438532 8.6454736 10.2669600 11.2022103 9.7431221 11.1529573 10.4101999 10.1915250 8.4230810 11.3564439 11.7245923 11.1870203 8.3230403 9.1073573 3.0463863 11.5935299 8.3653658 10.1213433 10.0127506 9.8310293 NA 7.6615487 11.3647521 11.0927268 9.0857632 11.1977391 9.2128171 11.2175820 8.3306001 10.1859788 11.3428013 9.9730483 8.2982702 4.9205791 7.5877580 10.3462241 1.4876407 9.4171757 8.3306001 6.5665732 12.5576081 9.9850741 8.9020953 10.8412093 10.5243445 9.7288895 10.8686581 9.0710802 10.0483363 7.9601091 0.7506922 11.6632957 5.9730487 0.1656869 4.2949736 4.5919606 10.0658053 7.3456022 9.7162285 6.7730231 5.0964305 1.1656869 NA 11.0804521 10.4394889 11.1628728 12.0350943 6.9071599 8.3919610 5.1173293 11.1393906 11.1800626 11.0213404 8.7241141 10.3702645 11.1253331 -0.8341845 8.2317823 NA 1.1656869 9.7822421 9.4797099 9.0483365 8.8504419 10.1915250 13.9052630 14.1337300 3.0725860 11.1329196 11.4461741 9.6754682 0.7506922 6.7338776 0.7506922 2.3356262 6.9272446 13.8166889 10.2324552 7.3702646 12.1173423 NA 8.3921053 8.6373686 9.7767181 9.1543779 7.4084384 11.2581201 9.5396460 10.6112255 9.7986886 7.0605111 10.6640439 9.3714866 5.2875388 9.1472606 10.1678051 0.0011093 0.0080567 0.0181030 0.5877500 0.0105640 0.0059700 -0.0060904 -0.0190400 -0.0280810 -0.0585500 -0.0585500 -0.0417020 -0.0417020 0.0011093 0.0011093 0.0011093 -0.0203590 -0.6093200 -0.6093200 -0.6093200 -0.5932200 0.0143300 0.0054139 -0.6018700 -0.6018700 -0.6282700 -0.0027707 -0.0027707 -0.0060904 0.0056919 0.0028916 0.0084743 0.0084743 -0.0049844 -0.0176660 0.0176840 -0.0280810 -0.0585500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.593 0.000 0.000 0.000 0.538 0.538 0.000 -0.592 0.000 0.000 -0.610 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.593 0.000 0.000 0.000 0.538 0.538 0.000 -0.592 0.000 0.000 -0.610 0.000 0.000 0.000 0.000 0.000 3.689254 11.786371 9.004897 12.679051 9.940480 NA 3.253157 9.776718 10.604709 1.973060 9.150112 5.315439 9.407677 11.420427 6.210087 7.549397 6.532016 8.418359 7.923916 8.271602 8.683363 10.213499 4.253157 9.242509 9.846633 10.424848 8.516633 6.750656 11.375451 7.893614 11.858668 1.487641 6.404098 7.268981 9.393309 10.734599 10.218940 10.396314 8.453406 NA 11.397814 7.848688 4.780405 10.369041 2.750649 9.412434 9.807745 5.838120 7.096431 10.272910 7.102332 12.778216 10.782702 10.070328 14.048957 12.956551 7.446464 8.434820 8.895314 8.014316 10.181108 9.134360 7.693171 3.487615 13.166134 9.445304 8.981077 5.823905 2.165687 9.194981 8.418359 13.738334 10.821671 11.844073 9.398114 7.384861 7.142859 10.402306 12.095876 14.241924 11.446426 11.037983 14.046807 10.585653 1.750649 11.757449 8.750656 9.415992 9.192217 8.423081 8.148687 10.257129 12.522008 10.730319 11.296586 2.973042 5.540734 5.253157 14.042733 10.538558 12.921937 6.242509 1.165687 NA 11.074086 12.536925 11.095281 7.743122 10.920163 11.4415268 12.6353351 11.3714866 10.2617495 6.6892558 11.8587446 12.2383284 5.8521936 10.0119671 13.6075352 6.2425091 8.4694741 12.8801234 8.7950500 11.5041512 11.3616806 2.8661365 13.1005820 5.1464027 5.8095482 8.8391260 9.7849963 8.4348200 9.8230118 7.9826771 8.8256893 4.6251243 11.1052725 10.3236718 9.0143162 10.9046300 10.5987571 9.2676690 10.6246125 4.7506547 10.0897635 4.0236723 12.6729007 7.7914019 6.8591807 9.2478423 9.6018426 12.7644437 2.1656869 9.1557973 3.5580104 11.3647521 10.5766745 11.2663557 12.5576081 11.0048971 9.5439882 10.0483363 11.2997987 10.8420912 6.2209761 9.9576702 9.7525330 0.7506922 2.6251302 0.1656869 10.6449683 12.3658793 9.0919893 4.8936146 8.3921053 7.9305647 10.0033213 TCGA-B0-4852 78 1 1121 NA kidney stage ii t2 n0 m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.96587200 6.36258386 11.37529574 NA 5.80919319 -1.04245680 -1.04245680 9.49125967 9.82317646 7.74044123 3.12736915 8.96236596 9.50144173 11.58509108 10.08930018 10.86602348 9.03091538 6.44929559 6.24746236 10.18686288 6.05020129 10.21453636 5.40038764 10.36417964 10.94435182 0.76477076 9.95673856 10.01069034 9.54662615 11.07654647 8.65441084 7.06335193 10.01363379 8.99704763 8.05810540 4.27937472 0.76477076 9.46672336 8.63955995 0.76477076 6.02353260 8.52254544 0.95746891 10.18265059 11.76701038 5.86433474 11.52057989 14.63018620 11.34303600 10.12329230 15.43134710 8.89555256 10.66004877 4.60129835 9.32376546 7.53864369 6.89995744 2.36275040 9.41892275 9.79407351 8.97216102 9.42504886 8.55363313 7.29506543 8.70898728 7.06596753 12.64481889 10.79467693 NA 11.53274606 11.50142959 7.20774159 NA 4.86433474 11.88753369 8.08414773 9.75591506 9.04424301 8.84922681 11.49028612 10.18415642 11.73557375 2.60129241 9.35297740 -2.04275399 NA 10.44050315 5.59406777 8.29059857 9.33898613 10.55828533 8.76479829 8.61476174 8.38160957 11.71827021 9.23821388 9.40400963 12.93355977 2.60129241 10.96151792 11.05003520 9.78478598 7.34761251 9.85036548 -2.04275399 2.91163406 4.24284636 NA 7.97146366 14.16170866 7.77442667 13.12360629 8.26236503 9.02890559 3.20537687 6.81231210 11.08253375 11.16887528 9.74616158 12.33519599 9.19883053 8.69215272 10.74718059 3.79033416 6.55363237 4.94612727 -2.04275399 9.60669946 13.83681107 9.95144297 10.06040304 9.56060587 7.10464802 11.20031957 8.24630927 9.15921188 7.96025800 9.36364813 5.63692328 10.79542783 10.62322326 9.11542164 11.15481349 11.66889509 10.64350593 9.12235021 8.86114430 4.41375654 11.44302097 9.06857892 10.59746218 9.88781098 9.82394946 NA 7.85074443 11.09010355 11.41090290 8.54834838 11.60197548 8.97633872 11.43520149 8.08930005 10.25091481 11.65386745 10.83491904 7.98857904 4.68536273 6.52349766 10.76479813 0.95746891 10.68982269 9.14603197 7.21247207 13.03400831 9.28218633 9.36683406 10.82587997 10.36098784 9.63516288 10.52890433 9.28499594 10.25808180 8.16567733 1.65786862 10.65071233 7.79507143 -0.04260539 7.78081073 4.18626284 10.68663910 6.60849436 10.21394674 7.24386231 5.48100502 NA -1.04245680 10.37503204 10.25750971 11.13299273 11.43266998 9.02016408 8.88447307 6.72171716 11.31003843 10.62366717 11.80753235 9.21424164 10.31417026 11.73469853 -1.04245680 7.83396025 0.54240665 -0.45759335 9.66781923 9.02823513 9.46375077 9.39934992 9.11668393 14.18823299 14.11981487 3.48100179 10.59474737 12.31265664 9.59859187 -0.04260539 7.61139889 -0.04260539 1.76481322 7.81853041 14.19370037 9.06662095 8.36789477 11.80508786 -1.04245680 8.33682162 9.13201305 9.32649510 9.47609629 7.90142325 11.37120332 9.68536361 11.38108438 10.21965849 8.20299604 10.67276175 8.32922004 5.06753547 7.94947540 9.90945631 -0.1272200 0.0141600 0.0092795 0.6514400 0.6171600 -0.0799040 -0.0050145 -0.0476950 -0.0948850 -0.0226360 -0.0226360 -0.0226360 -0.0226360 -0.1272200 -0.1272200 -0.1272200 0.0376100 -0.6308100 -0.6308100 0.0092795 0.0092795 -0.2201200 0.0042720 0.0080265 0.0080265 -0.2990800 -0.0471190 -0.0434960 -0.0034928 -0.0096739 -0.0096739 0.0044109 0.0044109 -0.4890300 0.0219930 0.0130430 -0.0948850 -0.0226360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.127 -0.127 0.000 0.000 0.000 0.000 0.000 0.000 -0.629 0.000 -0.220 -0.220 0.000 0.000 0.000 0.000 0.619 0.619 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.479 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.127 -0.127 0.000 0.000 0.000 0.000 0.000 0.000 -0.629 0.000 -0.220 -0.220 0.000 0.000 0.000 0.000 0.619 0.619 0.000 0.000 0.000 0.000 0.000 0.000 5.279371 11.372393 9.403493 12.943996 10.724800 -1.042457 2.957450 9.412771 10.409427 1.542407 8.668250 6.678542 9.532510 11.358189 6.668250 7.410714 6.681957 6.818530 7.383708 9.164457 10.193457 9.377403 4.186263 8.188665 10.420712 11.006611 7.751859 7.692153 11.562344 8.239373 11.603279 4.001838 6.181444 7.065968 8.955328 11.281342 10.1720659 10.4232647 7.3039570 1.6578686 10.3561868 8.6421918 4.1669002 10.7305824 6.6544112 9.6465675 9.8736959 6.1323691 7.2077416 10.4389904 8.7934934 13.4310538 10.6708297 10.4980557 14.1889082 13.0241631 7.9489652 8.3171928 9.1273681 7.7808107 9.6107362 8.4572889 5.1173127 5.5647745 13.4669399 8.7997935 9.2148310 2.9116341 0.7647708 10.3505655 8.6147617 13.6788896 10.3787191 12.9335598 9.8944492 7.7106597 7.9644004 8.1790303 12.3232188 15.7372331 12.3351960 11.5962185 14.2165428 10.8183362 -0.4575934 10.3193869 10.4530485 10.3977933 9.1166839 9.1154216 8.9468376 9.7684164 13.0678042 10.6565818 11.8601010 3.3150010 6.0289050 5.3920701 14.0315826 11.0585982 13.1993519 7.4907731 4.4652366 -2.0427540 11.9872481 12.6871170 11.7011269 7.5976883 11.3173300 10.8951848 13.0826952 11.7106589 9.6925761 7.0127251 12.0405901 11.2342946 6.0395925 10.2964581 14.4182654 6.0502013 6.8881807 12.7310672 9.5489656 11.6653415 10.8027372 3.4492972 13.6588580 7.5355895 6.8185298 9.9836899 10.0825338 8.6946904 10.8896580 8.9304230 9.5163087 5.6716897 11.9513546 11.0844703 10.4467895 10.0838250 10.0715109 10.1653727 11.7971391 4.2793747 9.9120031 8.3972742 12.4947035 9.0147581 8.2725929 9.5606059 8.8422318 13.0579413 6.5272987 9.4854089 4.7256267 11.0901036 10.2781619 11.4269578 13.0340083 11.6255526 9.8254940 10.2580818 10.2863986 11.1687277 5.3752967 9.3694837 9.2399524 2.6578915 6.4060145 -0.4575934 10.2919959 11.0522961 9.7169153 4.0235304 8.3368216 8.4770795 9.6997527 TCGA-B0-4945 75 1 2145 NA kidney stage i t1a n0 m0 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 3 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3083991 3.5494104 10.2652374 7.7038358 7.9705011 11.4776410 -1.1510416 5.6944568 NA NA 10.1139966 10.1999068 7.6595393 3.6563247 8.9231091 9.2010111 10.6038552 10.3073742 10.8709886 9.4329905 4.1343688 3.6563247 10.2098147 4.9364306 10.8524855 6.8205109 9.9936258 11.4680412 -1.1510416 9.9968085 9.6204570 9.8747993 10.9483155 8.2412849 7.0632872 10.2042746 9.3646674 7.9364306 5.0777856 -1.1510416 9.5062862 8.3063484 2.8489584 6.2835959 9.1708957 NA 10.5632131 10.2809875 5.6818568 11.7445978 11.3805928 11.5910665 10.9519275 14.3579075 9.0288766 10.2288875 4.9364306 9.3997144 7.4112101 6.3567618 2.1708865 8.6237546 9.1787639 9.3226734 9.3527934 8.9137104 7.8433212 9.5240425 6.8205109 13.3471312 10.2471769 -0.1510416 11.4495775 10.3862297 7.6237550 -1.1510416 3.8489684 12.0380200 8.0535388 10.0777863 8.4245069 7.8376525 11.3968261 9.2710325 11.1241464 3.8933622 9.1652492 1.1708865 NA 10.2965675 6.3327831 8.6707416 9.9083122 9.6579318 8.2196550 8.7722951 9.6897456 11.4341719 9.5407112 9.3567623 12.5911718 2.9364212 11.0653558 10.5385289 9.2657651 8.8545923 9.8844541 NA 3.0969028 5.6691459 NA 5.9469998 13.6279687 9.5726286 12.4518984 8.9069594 9.1157543 4.2065182 6.6818582 9.7377109 11.0123028 10.2261782 12.2020841 9.5912770 7.5249248 10.5781635 5.1527472 4.3725273 1.4339209 NA 9.4282835 12.9726849 10.0031529 10.8930202 9.7490797 6.9204303 10.6917108 7.8657759 9.2688119 10.8165542 9.5178526 9.7693205 10.8586773 10.1016330 8.9833938 11.6219007 11.2911336 10.8330300 8.7708086 8.9222790 4.4063190 11.2983742 9.1708957 10.7135407 9.3527934 12.4589543 NA 8.5018125 11.1544594 7.1006392 7.4075796 11.6098954 8.7147009 11.5651440 8.4928238 9.9028935 11.5580514 9.9430453 8.3346358 4.7069504 7.6005114 10.5967410 NA 10.0957082 8.6450074 7.0584215 12.1226176 9.0584209 9.3297578 10.9113511 10.4535209 9.2604785 10.6042559 9.0387923 10.2250931 8.1663800 NA 11.1759588 8.6707416 3.1709025 8.4188233 5.9469998 10.9827521 6.0968943 9.8810133 6.0431345 4.7316123 -1.1510416 0.4339209 10.8664721 10.2283460 11.0207699 11.1773620 8.8002525 8.7678309 6.2909994 12.0452624 10.3032669 11.2329418 9.2636528 9.9483154 11.8547676 -1.1510416 7.7069484 NA 0.4339209 9.8761825 8.9257832 8.5476723 8.6834386 9.5709213 13.1872165 14.7697857 NA 10.8262475 12.1169247 10.1932635 -0.1510416 3.9364306 -1.1510416 -1.1510416 7.3607207 13.9331532 8.7270185 7.7193327 12.1992162 NA 8.5649295 8.8564716 9.2402113 9.2412851 7.4855919 11.6295074 9.3165732 11.1349477 10.1253189 8.8333860 10.5946419 8.5580514 4.9606229 8.8783238 9.7460568 0.0063871 -0.0017421 0.0049969 0.4913000 -0.0045695 -0.3197200 0.0000000 0.0203430 0.0057610 -0.0395290 -0.0395290 -0.0395290 -0.0395290 -0.4103400 -0.0020784 0.0063871 0.0146090 -0.4273700 -0.4181600 -0.4181600 -0.4181600 -0.0132640 0.0695250 0.0659420 0.0659420 -0.3419600 0.0038994 0.0119580 0.0000000 0.0068044 0.0068044 -0.0015243 -0.0015243 -0.4256000 0.0171180 -0.4120100 0.0057610 -0.0395290 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.426 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.320 -0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.426 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.418 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.320 -0.320 0.000 0.000 0.000 0.000 9.669944 11.616531 9.380349 12.023581 9.894045 -1.151042 3.656325 9.561495 10.550707 1.433921 9.256235 4.340819 9.193264 11.834454 6.636870 7.161850 6.115753 7.811863 6.808969 8.592119 9.337812 9.362695 3.433934 8.788547 10.093926 11.064501 6.920430 13.133575 11.772295 8.580287 11.835492 3.549410 6.860194 6.694458 8.208717 11.020144 10.383757 10.441892 7.716246 NA 10.591277 8.669147 6.106355 10.692104 3.170902 9.644196 9.560635 6.521393 6.925783 10.250914 7.944365 13.124510 10.177643 10.457684 14.148784 12.540711 7.364668 8.917746 9.234830 7.033843 9.776746 8.927118 6.197696 5.826248 13.189305 9.217474 9.191042 4.275231 2.848958 9.980825 7.970501 13.452304 10.351302 12.591172 9.058421 7.646629 6.567945 9.767831 10.786709 14.984617 12.202084 11.094520 13.205076 10.999350 1.433921 9.992351 10.867168 10.954549 9.467353 8.983394 8.021395 10.120431 13.000698 9.758111 11.193264 3.433934 3.978251 5.403557 13.176015 11.063590 12.619941 6.300179 NA NA 10.234830 12.692594 11.346894 7.860195 11.491471 11.539620 12.996967 10.874107 10.265237 6.395861 10.700326 11.845441 6.224007 10.122763 15.162028 4.936431 7.613840 13.184823 9.241285 12.102963 10.198802 2.549398 14.187774 7.715320 5.957492 9.218260 10.693281 8.917746 9.878945 7.445157 8.689745 5.403557 11.319372 9.570067 9.984677 10.074175 9.942385 10.321151 11.623755 2.656313 10.187147 5.755857 12.560811 9.298116 7.973089 9.749080 9.394888 12.896092 4.549410 9.011359 5.463678 11.154459 10.460915 11.251980 12.122618 11.044032 9.395862 10.225093 10.946012 10.390156 5.860196 9.785606 9.095708 2.433921 2.755849 -1.151042 11.224279 10.589773 9.319627 5.356764 8.564930 7.834810 10.106945 TCGA-B0-5075 77 1 637 NA kidney stage iii t3a n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 2 NA 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.70088356 9.58839777 9.06369303 1.37895546 8.51593554 10.04871545 4.52869008 10.83991228 8.06018306 3.96390872 11.40002338 13.33477600 11.11977933 8.16847807 16.06907209 7.41511809 10.58687393 4.75398420 9.48092023 7.05842474 3.18629453 1.57429531 9.68671446 10.12284909 8.71433482 9.25852764 8.69861647 8.15043376 9.43693615 7.17984442 13.74905292 10.79969429 NA 11.54180781 10.93667864 5.81357343 NA 5.17335933 11.83131445 7.87279983 10.36122510 8.51721624 8.96765915 11.48681542 9.51272881 12.76741794 1.18631038 8.79362964 NA -1.62104454 10.73732095 3.42333613 8.22286541 9.98117937 10.81226910 8.15537736 9.88177626 8.71768088 12.32398956 9.18307556 9.74854191 13.34855586 1.37895546 11.42424341 10.91300412 9.97606586 10.49561333 10.18065288 -1.62104454 4.83837699 6.06544522 -1.62104454 8.04250262 13.97816000 3.90250777 13.28893130 9.21262527 9.13132505 4.77126232 6.98996891 11.06325478 11.19192396 10.54918254 11.43916926 8.44233976 10.78568099 10.58014954 2.83836691 1.54888046 4.18630246 NA 9.90593269 13.96440589 10.15084663 11.40874932 9.38597173 6.16030509 10.03536933 7.90642164 8.00604046 10.61376194 8.28282619 4.87079870 10.08661421 10.06500730 8.73759585 11.59781039 11.95684534 10.89439793 10.07112404 9.15620799 4.65971339 11.65666779 9.11956861 10.95259166 9.22600172 12.76467211 0.70088356 7.06894269 10.76318863 8.02243995 9.47084919 11.35389677 7.96202724 11.46026149 8.51977423 8.53376267 11.42504534 9.95117104 8.31067185 5.39017240 6.24930880 10.34111748 1.54888046 9.96578428 8.27830123 7.06894269 12.56304499 10.75859359 9.18790875 10.58290416 11.67743671 8.78833530 10.48178299 8.94974881 10.01330173 9.47500075 0.37895546 10.98673715 4.52869008 3.58839683 10.22129481 4.23692881 11.40494914 5.59811207 10.17202752 6.34230228 5.98627440 -1.62104454 2.46641830 11.35192426 10.56876910 11.23010788 10.94428461 9.78833547 9.78833008 7.37004132 9.90005408 10.49691218 11.00739007 9.32511968 9.97140158 11.72088020 NA 8.88772966 1.70088356 0.96391796 9.77072517 7.81981377 9.52232769 8.91227411 9.55947537 12.62457147 11.82447670 0.96391796 8.82085132 13.33808613 10.42128790 -1.62104454 5.64197947 -0.03608204 -1.62104454 7.28583496 13.76072400 10.03089304 8.09318988 10.72850218 -0.03608204 8.51977423 9.59537517 9.80048337 9.74253176 7.52105152 11.90458766 10.33095765 11.51337083 9.49559384 5.76264912 9.95259173 8.35335902 4.99365625 8.03048065 9.86577950 0.0043021 -0.0062286 0.0060764 0.4906100 -0.0362650 -0.0058140 -0.0030475 0.0169850 0.0119580 0.0169850 0.0122290 0.0122290 0.0081959 0.0384890 0.0043021 0.0043021 -0.0062286 -0.5283900 -0.5283900 -0.5283900 0.0108420 -0.0081624 0.4906100 0.0000000 0.0000000 -0.0058140 -0.0710710 -0.0710710 -0.0030475 -0.0283690 -0.0283690 -0.0103700 -0.0103700 -0.5440300 0.0321400 0.0218840 0.0119580 0.0169850 0.000 0.000 0.000 0.000 0.495 0.495 0.000 -0.544 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.491 0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.495 0.495 0.000 -0.544 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.528 0.000 0.000 0.000 0.491 0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.77126232 11.20668412 9.67815256 13.26153979 9.93640827 -0.03608204 3.02279390 9.65913537 10.36015497 2.18631038 9.64338706 6.00099602 8.36762923 15.20106715 7.94879998 9.07938425 6.19912264 7.20866747 8.53755428 8.68158349 6.41236830 9.93592952 6.59811356 8.69861647 10.56938656 11.22090192 6.22443394 8.92583895 11.33113971 7.88871951 12.13297388 3.54886814 6.73209143 7.08975130 1.70088356 10.98719934 9.76372826 10.39679688 7.72545829 NA 10.39957722 7.43693636 7.21814859 10.66636827 4.68272497 10.25354166 9.72157482 6.84246852 5.45576120 9.97839243 6.65971482 13.25526958 11.00053852 9.87429994 13.16766283 12.89950179 7.60535654 8.49008030 9.58778858 9.72434979 9.30968189 9.73098785 5.47697783 2.54888046 13.09720979 6.82602724 9.52551317 3.07937811 1.96391796 10.66434675 8.61016557 12.85410792 10.03447518 13.34855586 9.00191143 8.19432792 7.22041412 10.61794629 11.13966447 16.19269438 11.43916926 11.84425582 13.58511944 11.05225360 -0.03608204 10.56505875 9.68044076 11.22384636 9.00739007 8.73759585 7.66665719 9.68898913 12.76399798 11.02730205 11.40165905 5.65506841 5.96390641 4.52869008 13.33114199 11.73608410 12.33586510 8.44772258 NA -1.62104454 10.00556617 12.77334020 11.22409148 7.06193925 10.96108644 11.162557 12.986795 11.067848 8.908375 7.264641 10.968362 11.259293 5.065443 9.936408 15.126640 5.846551 6.659715 12.086170 9.446379 11.800746 10.034028 3.548868 14.307902 6.445571 6.821887 9.311669 9.311897 8.973269 9.541965 7.008301 8.666437 9.127976 11.845021 10.404430 10.138000 10.308573 10.299669 10.491384 11.644853 3.508226 10.774479 1.548880 12.343628 9.266165 8.288837 9.385972 9.631787 12.560330 4.356221 9.236925 3.700872 10.763189 10.350847 11.361047 12.563045 11.260250 8.558853 10.013302 10.513050 10.910377 6.553870 9.634563 9.283579 0.963918 5.645730 2.902498 10.620034 11.847743 8.724350 2.771252 8.519774 7.445034 10.139664 TCGA-B0-5077 77 1 1317 NA kidney stage i t1a n0 m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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10.4766572 8.3030907 7.9164910 5.6017351 1.0048250 9.6758094 9.4158865 -1.3172469 6.5094203 9.0773338 9.5462831 10.2259029 9.1112312 5.5030497 11.4659450 14.7623142 10.5961345 10.3902302 15.9351299 8.2697107 7.4642304 5.0047980 9.5693297 7.2753284 6.2142531 3.5522541 10.2541497 9.9718121 8.9496575 9.6849828 8.5822278 8.3392960 8.7676793 7.2790608 14.1213056 11.2381792 NA 11.7118131 10.4678739 8.0557363 -0.3170672 7.9307988 11.8386380 8.0470055 9.6143473 6.8224230 6.8776277 10.9011316 8.6457672 12.6067231 3.4377604 9.1289205 -0.3170672 NA 9.9601585 5.9307988 8.3850436 9.7272651 10.5054419 8.2142526 9.1443506 8.8527960 11.6522594 9.6637246 10.0025432 13.3400779 4.6828710 11.0204316 10.9711604 10.3249227 9.8458918 10.2536756 -1.3172469 4.1091349 5.2064322 0.2678354 7.7913954 13.8021770 7.0964991 13.0745174 9.1206231 9.4658692 3.4902235 6.9260445 10.5566996 10.9991526 9.9803605 11.1676713 9.1340823 8.8862191 10.7616890 5.7272643 2.7703428 5.5283619 0.6828429 10.1474169 13.7793392 9.5563152 11.3674006 9.5299285 8.2864972 10.4568345 7.8224223 9.7104316 10.9983037 9.8677464 5.6253845 10.3528412 10.7580159 8.6414239 11.1958584 12.8951395 11.3693716 8.9543342 9.0960757 4.4374941 11.7433981 9.1876901 10.6464897 9.8868307 10.8929335 0.2678354 8.8763963 10.9464337 6.5049635 8.3328637 11.5622628 9.0081765 11.0551920 10.3706841 10.1049359 11.4719971 9.8726957 8.4946312 4.8121542 7.2025069 10.1891787 -0.3170672 9.8702232 8.6515379 7.3375068 12.8500540 9.5639850 8.0535583 10.4423432 10.1661830 9.5516937 10.7710862 8.8590443 10.1990635 8.5204989 2.2678354 11.4135535 7.6772242 1.8527979 8.5424059 4.7703322 10.9674060 6.8121542 10.5239873 5.8018131 5.1586036 -1.3172469 0.2678354 11.1320197 10.7041981 11.0598104 11.4632058 8.9705834 9.4054566 6.9851896 10.9823653 10.8086074 11.0797434 8.9624816 9.9260451 11.1661830 NA 7.8121542 0.6828429 0.6828429 9.7293130 8.9331695 9.2706485 8.1133239 9.5761725 12.2346995 13.8931238 5.0404234 11.1558157 11.8192214 10.1995560 -1.3172469 7.3491308 NA NA 7.3588279 14.5320562 9.7927016 8.2659539 11.5647498 0.2678354 8.8172974 8.8611375 9.5920141 9.7630224 7.0137883 11.1598703 9.9734659 12.0293848 9.8674551 8.8160134 11.0282763 9.0986127 5.2616587 8.1735617 10.3776642 0.0011093 -0.0339180 -0.0034362 0.9119800 0.4380000 0.0072833 -0.0095426 0.0076392 -0.0106460 0.0549450 0.0549450 0.0549450 0.0549450 0.0058309 0.0011093 -0.0074843 0.0040135 -0.5143400 -0.5143400 -0.5143400 -0.5143400 -0.0109220 0.9121800 -0.0046289 -0.0046289 0.0043021 0.0086135 0.0086135 -0.0149160 -0.0081624 -0.0081624 -0.0156040 -0.0156040 0.0101460 0.4663900 0.0116790 -0.0106460 0.0549450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.466 0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.514 0.000 0.000 0.000 0.928 0.429 0.000 0.000 0.438 0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.466 0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.514 0.000 0.000 0.000 0.928 0.429 0.000 0.000 0.438 0.438 0.000 0.000 0.000 0.000 0.000 0.000 5.911689 12.067790 9.298501 12.099405 9.079476 -1.317247 4.660153 9.758350 11.277429 1.490211 9.454361 7.369371 9.125815 13.616101 7.899617 7.571615 6.944966 7.857797 8.164671 8.410791 10.259828 9.716294 5.057909 8.301257 10.152513 9.899011 8.044815 8.465869 11.885760 8.064414 11.836722 3.142299 6.534620 7.477287 9.386775 11.151495 9.9917789 10.1520041 7.7623561 -0.3170672 10.6102787 8.7596868 8.1278860 10.6330624 6.1423031 9.8172974 9.7395088 7.0448148 5.6828710 10.0042355 7.0665757 13.0113356 10.5236490 9.9872224 13.0953086 13.0101430 7.5624546 8.5746548 9.8102206 5.5776886 9.4518824 9.3928165 5.2827845 5.3122259 13.3069240 8.6715559 8.9566666 4.7703322 1.4902107 10.3401895 8.7690074 12.7877974 10.2607720 13.3400779 9.5204991 8.0271668 6.5019009 10.8480922 11.1075623 15.7428914 11.1676713 11.5940758 14.4237849 11.5994970 -0.3170672 11.0321523 10.7772787 10.3113166 9.2687726 8.6414239 7.8849947 9.8540479 12.9261194 10.2191183 11.4863948 2.7703428 6.7327196 6.8018118 13.9168229 11.1980781 12.5337416 6.2297648 NA NA 10.2166874 12.5235507 11.3652600 6.8971896 11.0304924 11.6556714 12.9939808 10.9248542 10.3658656 7.5346204 10.8711508 9.4837710 6.7272656 10.1737220 15.0305270 4.8527979 7.7861592 12.8023480 8.6758096 11.6080546 10.2546237 2.6828654 13.7384924 8.3470340 6.9020398 9.6633249 9.7946587 9.3658657 10.2103481 9.0382222 8.8585452 6.5408518 12.7731489 10.4444223 10.2268695 10.5389075 10.3486511 9.7881248 11.5258106 3.0048070 9.8640233 4.1422991 12.9833502 8.8726955 9.6933991 9.5299285 9.4485717 12.3208544 5.2527260 8.7782681 7.8249778 10.9464337 10.3846107 10.7003755 12.8500540 11.1729698 9.7442422 10.1990635 11.1075623 10.7563432 5.7052398 9.8192214 9.9200810 -1.3172469 0.2678354 3.4902235 10.1351123 11.6482134 9.5181320 4.8326166 8.8172974 8.5014531 9.9531664 TCGA-B0-5080 63 1 342 NA kidney stage iv t3a n0 m1 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 2 4 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.2210418 7.4447118 9.1289272 9.1269481 9.9179434 9.6842521 8.1804055 7.7422845 7.2475193 12.4813813 10.7634582 NA 11.7345069 10.3168242 8.4190627 NA 7.2941199 9.2781588 8.0999621 9.8761400 8.2012457 9.5392600 10.7974501 8.9367057 9.8414708 3.4255130 8.5114645 3.2031228 NA 9.8017982 5.2180759 9.7455125 9.3229311 9.6370585 8.7161949 10.0375965 9.6047161 11.5865291 9.8547751 10.2365485 13.2779359 4.6405284 10.7108904 10.4040240 9.9372705 5.6068479 10.2370072 NA 0.9400540 0.2031385 0.2031385 6.7980726 13.7466809 2.3186061 10.3460834 9.2958826 9.9861236 3.8660870 6.6570826 11.0829639 10.8436717 10.3112142 11.7773862 9.4992769 7.8251770 10.6989804 7.7855813 2.3186061 2.0775848 -0.3817613 9.4190629 13.7798066 8.1358324 8.9035653 9.9679970 8.0275538 9.6557100 7.4125792 9.8553072 9.0548745 9.5053834 7.3011578 10.1775973 8.8954502 8.9822974 11.2190051 13.0102120 10.9978120 10.2705598 9.2456967 3.2911468 11.5817815 9.6467598 8.3896524 9.2754813 5.4510528 3.7474411 9.0094065 11.2344820 7.2006436 7.2453321 11.7127355 8.3116498 11.0272886 9.0786189 10.3293997 11.8622294 10.1200001 8.9899505 6.1804045 8.0693740 10.4502617 -1.3819493 10.7625025 10.5061450 7.1804055 12.8463804 9.6557100 8.5796127 11.5599442 9.4085115 9.5243019 10.8293424 9.4862138 10.1587753 7.8227340 3.1417271 11.3801296 7.9035650 7.8984696 6.2620197 4.5954440 10.4186584 6.3392621 11.2827368 6.0190413 4.7474465 0.6181447 NA 11.0067184 10.8487839 10.7145486 10.9994355 7.5160081 8.1397631 5.9507810 12.7753519 10.9355755 11.5674425 8.8457789 9.6188672 11.2381536 -1.3819493 8.5053836 NA NA 10.1514927 8.9104844 9.2392990 8.9557847 9.6835791 14.1820146 14.1598041 -0.3817613 11.1004667 13.6097733 11.0262273 -0.3817613 3.4255130 1.6181447 NA 6.7319055 14.3856750 7.2656216 8.2068776 12.3408637 -1.3819493 8.5839474 9.2185497 10.0083318 9.6439945 7.8153795 11.6200988 9.5015699 10.8358178 9.7194821 9.2162155 10.9880328 9.1397634 4.0514591 7.2338296 10.4040240 -0.0879790 0.0469820 -0.0752130 0.0038835 0.0592210 -0.0074224 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6.0938961 7.9975414 8.3978821 7.8005570 9.8672764 9.7299507 3.2620121 9.1475934 9.4271272 10.1529522 10.6515859 9.9806547 11.5377711 8.1765836 12.4716577 3.0104755 6.2254928 7.7780344 0.6181447 10.9596817 11.0288793 10.1358323 8.3409703 2.7880801 10.1626445 8.6802090 7.9932022 10.3701254 4.8276158 10.7207948 9.5459410 6.8129192 9.1861189 9.9087578 8.5709042 13.3790388 10.3697069 10.3974718 13.2570513 12.4605133 7.2584077 9.3151305 10.6446864 7.7577140 9.8036578 9.9367057 6.7525894 7.2365481 13.5705857 9.3263845 7.4542129 7.5280563 4.2905866 10.2552406 8.6775075 13.4152671 8.7122405 13.2779359 9.0126257 7.5810589 5.8516866 9.6802090 11.7805542 15.1558212 11.7773862 11.6719192 12.9189444 10.8948689 2.2031385 10.1014749 9.7042991 9.9327461 9.3151305 8.9822974 7.6181630 10.2520664 12.7914497 10.6025814 11.5546150 5.3730496 5.7266868 2.5250415 14.9042409 10.5979454 12.1709521 7.6543367 0.6181447 -0.3817613 10.1466170 12.8851690 10.9236063 7.4125792 10.9364233 11.7135599 13.0205755 10.0862778 10.1965356 8.0673117 11.1558667 10.0195759 6.9265024 10.4423262 13.1113060 7.0147681 8.2638213 13.3532873 8.5235498 11.7570746 9.8613370 2.2031385 13.2493968 6.0771853 6.0775955 6.9241795 10.7286462 9.4470927 10.2488851 8.5592103 8.9580129 5.5839462 11.7289724 9.9652306 9.9473986 10.9577346 10.5355350 9.8714195 10.8925411 2.2031385 10.3405436 6.3663554 12.6187730 9.0878046 6.8469822 9.9679970 10.0134988 12.5544328 8.8324821 7.8896256 5.5606783 11.2344820 10.7710815 11.1185069 12.8463804 10.5922189 9.4494702 10.1587753 11.4162296 10.8148665 5.6734462 10.1150167 10.5201611 7.3392621 2.3186061 0.2031385 10.7019746 10.0809923 9.3962400 4.8276158 8.5839474 8.1180087 10.2701116 TCGA-B0-5081 79 1 362 NA kidney stage iii t3b n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 2 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7934336 9.0625573 -1.4611639 12.7911434 9.2608208 11.8219390 0.1239310 3.3514870 6.2114211 9.8028514 8.2272458 11.2226480 8.3317858 12.5436548 9.0955015 10.9039507 7.5018913 4.7288185 10.3722808 9.5018913 8.7963833 13.4902004 NA 5.4578602 NA NA 10.4039553 10.1787883 7.6238040 4.9483859 9.1164243 9.7220103 10.4284993 12.4355170 10.3026227 9.3366570 7.5724183 6.5942783 9.9339939 7.6605286 11.9867244 6.3718847 10.3390864 10.9626366 3.9652579 12.1842035 9.9746657 11.4438181 10.2105364 7.2600944 5.8336162 10.2742763 9.1007893 8.0045621 8.0408327 2.7869309 10.4128240 9.2376999 4.1537081 7.2498018 9.7981502 3.0625535 10.1769787 9.8063674 5.7189041 10.3288143 12.2862443 11.4451344 9.9409415 15.5408653 8.2007736 9.4726860 5.5162768 10.1150072 6.9183743 8.4975481 2.8295655 9.2720108 9.5333488 8.9850447 9.7732141 8.8665479 8.0268355 9.0993283 7.4093604 12.8983332 11.0873357 NA 11.8007965 11.1410911 9.1945262 -1.4611639 6.5942783 9.6277836 8.5018913 9.8732686 8.8104585 9.7502754 11.7068839 9.3923050 9.3671795 3.5833867 8.5134098 6.2532405 -1.4611639 9.8838461 4.7678137 9.4139767 9.6976051 10.3738614 8.3203552 10.5137684 9.4307791 11.5470370 9.9834927 9.9237791 11.7463148 3.2938854 11.5103090 10.4432537 9.6689224 7.0025203 10.1342529 0.5390347 3.8244013 4.6475217 0.5390347 6.2532405 13.9473915 9.7539215 10.4807767 9.6104578 9.9855618 5.0935855 6.6527374 10.5036973 10.6656998 10.5724184 10.8594970 10.1017148 8.9462633 10.7139210 5.9652602 1.3463613 1.7089376 0.1239310 10.6174798 14.2039704 8.9725809 9.8782887 9.6291078 7.5996912 10.2403018 7.7605822 9.7731841 6.7963836 8.0207950 8.8998424 10.0230529 8.7963833 8.6010416 10.9615859 12.8832219 11.4322969 9.4778398 9.7677960 3.4540443 11.7849937 9.3703027 8.7226306 9.5389953 10.0502539 1.3463613 8.4741606 10.8990194 11.0446978 8.0930277 11.0048169 8.1846537 10.7337522 5.8151194 9.9772675 11.8404916 9.9462631 9.0257902 5.9483859 7.6211442 10.1697176 -0.4609653 9.3277136 8.2411681 7.2838292 12.4590691 10.8316046 8.9798644 11.0882988 10.1715362 8.4047286 10.8042705 9.0762138 10.1837530 6.8788455 3.9984302 11.4890044 7.9420071 7.3623629 7.6158113 3.7869204 9.9850448 6.2600953 11.0800871 7.1780832 6.1314516 NA 1.9984122 11.2027758 10.8404916 11.0827522 11.8238195 8.1201959 9.4155124 6.0650639 11.9054542 10.6692442 10.7435666 8.5847551 9.6862004 11.3032450 1.5389851 8.8877236 -1.4611639 NA 10.3703026 8.1936313 9.4960974 9.0137154 9.8609235 13.2269724 13.2331356 1.7089376 10.7383610 12.0817855 10.4097454 1.3463613 4.5833867 2.7869309 -1.4611639 7.3591741 14.1063871 10.0854075 7.8496084 11.9050443 -1.4611639 9.1846537 9.1889073 9.9009391 9.1683520 7.4338133 11.1844286 9.3876182 11.2859296 9.7539215 7.5474244 11.2476482 9.2385679 4.5328967 8.5577658 10.7275842 0.0167590 -0.0119770 0.1771400 0.3164800 0.0091326 0.1034100 0.0555600 0.0458940 0.0245930 -0.0057919 0.0085182 0.0085182 0.0446560 -0.0162480 -0.0162480 0.0230490 -0.0119770 -0.1683700 -0.1822400 0.1692800 0.1692800 -0.0390220 0.1127600 0.0143440 0.0069874 -0.0188850 -0.0337700 -0.0337700 -0.0401660 -0.0136340 -0.0504630 0.0327480 0.0330300 -0.1760900 0.1040500 0.1070900 0.0245930 -0.0057919 0.000 0.000 0.000 0.000 0.134 0.134 0.000 -0.176 0.122 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.000 0.000 0.001 0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.134 0.134 0.000 -0.176 0.122 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.000 0.000 0.001 0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.103 0.000 0.000 0.000 0.000 5.678548 11.311722 9.398530 12.073298 9.414745 4.647522 3.396981 9.539700 10.947856 4.688740 7.644904 3.708916 9.179240 13.746658 9.975186 9.612468 6.599691 8.080092 10.536175 8.131453 8.148174 10.312959 7.333411 8.783359 9.513166 9.833616 8.711423 7.058631 11.821070 8.146326 12.297830 4.647522 6.918374 7.409360 7.703902 10.917561 10.0502539 10.2976351 8.4771046 0.5390347 10.0127011 8.6488260 5.9483859 10.2263711 5.5502235 10.0596140 10.1660732 6.9398754 8.3463502 9.8215047 7.1936318 12.8896584 10.9028564 10.0522295 13.5386872 12.6135550 7.5018913 9.5319337 10.0167537 9.7238708 9.6514349 9.8547110 7.5888443 6.9140347 13.2671816 9.1435485 9.5820226 5.7189041 2.8609231 10.3191250 8.6010416 13.2811469 10.1805956 11.7463148 9.1747135 7.4785747 9.0313894 9.7720158 10.4311587 15.7928983 10.8594970 11.7839538 13.6342276 11.0497595 2.3463613 11.2355283 9.2643617 10.9989392 8.8687917 8.6010416 7.5915635 9.8687917 12.6291078 12.2911669 11.6246338 5.0467879 7.2428988 4.9140335 13.9179452 11.1351851 12.4936461 7.5076623 0.5390347 -1.4611639 10.8962725 13.0495741 11.3223026 7.1426217 10.5662103 11.392500 12.139257 10.903951 10.372281 9.235963 10.395032 13.058570 6.918374 10.427739 12.397871 7.660529 8.290540 12.466279 9.025830 11.829302 10.167897 2.538985 13.662470 8.937632 8.091664 8.573602 10.538995 8.766611 10.006091 7.120196 8.905318 6.300547 11.546198 10.095501 9.417813 10.848472 10.613137 10.105049 10.933190 4.688740 10.641627 5.718904 12.570160 8.625132 7.026835 9.629108 10.050788 12.563875 9.571041 8.386053 4.805783 10.899019 10.606094 11.141230 12.459069 10.652412 9.060596 10.183753 11.209209 10.461899 7.594278 10.194973 9.967356 5.253241 2.123964 1.123931 11.517706 11.423502 8.664409 4.605085 9.184654 8.308833 10.037845 TCGA-B0-5083 63 1 1045 NA kidney stage i t1a n0 m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA NA 1 1 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.4877086 9.7617982 8.4788028 11.6531876 10.0881246 9.4494743 4.8438532 2.7283777 9.6007934 5.5009645 12.4572877 10.9414793 9.2401278 10.0397450 3.2308793 11.3589456 8.7544373 10.3984412 10.2414447 7.4471932 1.9507670 11.2033080 8.8105241 8.1740798 8.2308755 NA 9.6620657 8.0888566 0.7283995 7.6630485 9.9889026 4.1878073 8.8524964 9.9353895 5.5357295 9.7656567 12.8910811 10.4748895 9.4218620 13.9611458 7.7691218 8.4517518 4.7283777 9.5292750 8.4078553 9.5570405 3.7114398 5.1878073 8.6806310 9.4391816 9.4720876 8.2956973 9.1063085 8.5378753 6.6272289 13.8820855 10.8696308 -0.8564760 11.5485541 9.9780258 10.9020522 0.1433934 4.5009677 11.6148338 7.7617979 11.5662658 6.2095021 8.2880710 10.4998646 8.6231927 7.8645799 -0.8564760 9.5303529 1.7283559 2.1434261 10.6115275 7.6864445 9.0844603 10.6859609 12.1998810 8.1546399 10.3220774 9.5400174 12.2675258 9.8721834 10.2578056 13.1525414 5.8713336 10.6515937 10.7108935 9.8351562 4.9247745 10.4090277 NA 2.1434261 2.3133329 NA 2.8438432 14.4424775 5.0503014 5.6028428 10.8903467 11.2665640 4.3528644 5.9247721 7.6708899 10.9041326 10.0645097 11.4815167 7.2675339 10.6704008 10.8932820 6.8781220 4.0013969 4.8713311 NA 10.3152149 14.7470390 9.0844603 6.0503036 9.9426942 6.6432588 9.8585166 7.3282881 8.8488548 7.4965598 7.9049639 9.9165519 9.4491666 11.8617314 8.7836577 10.3120847 10.7544374 10.4013897 9.3120847 9.8645118 2.5384637 13.0800506 9.5086414 10.5222493 10.7250840 3.3133329 -0.8564760 8.8490450 10.8563694 13.3830276 7.6857482 10.1630034 8.7075621 11.3589456 5.2726951 10.8228927 10.7917702 10.5966832 8.7233886 5.3332377 5.9889028 10.8338471 -0.8564760 4.3913416 10.0176255 7.3282881 13.3009964 9.9353895 8.0592920 10.5575693 9.5031623 10.7409996 11.2444034 9.6699119 10.6546711 4.8713311 3.2308793 10.4843754 7.4653411 2.3133329 -0.8564760 4.3528644 12.3198975 5.6980017 9.6120264 7.9214899 6.5696779 NA -0.8564760 11.0017822 10.8105242 11.3111444 10.3076910 8.7414650 8.4252730 5.8273897 9.7236712 11.0745195 11.4116622 9.1206925 10.2268920 10.5961687 0.1433934 8.1823318 NA NA 9.7414651 8.5946236 9.6402664 8.0044997 9.5790828 13.1598727 15.4287426 1.1433934 10.6337621 9.7470389 9.6201588 -0.8564760 5.8419077 0.7283995 NA 7.2519368 14.9415047 6.6591125 8.3479836 11.9937948 0.1433934 8.8051909 8.9889968 10.2855197 10.0518052 7.0741500 11.6079584 10.1278311 10.8408147 9.2348481 7.1149562 10.1650866 8.2041084 4.0416197 7.6630485 10.0382304 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.2969646 11.5170935 9.3245649 8.9555900 8.5528036 NA 1.1433934 9.6650131 10.2893448 0.1433934 6.6747939 9.1106389 10.0518052 14.5102812 8.1405921 8.6980014 7.6864445 9.1149562 7.9507676 9.9975019 9.6392676 8.6512074 2.1434261 10.8640844 11.7101802 11.3276681 9.8507718 5.1878073 10.7953613 9.2041087 12.9994403 1.1433934 7.1713189 8.1235524 4.6980017 10.5222493 9.1850717 9.7349350 8.0563017 0.7283995 9.4653407 8.7581226 10.2407864 9.9889026 2.3133329 9.7085147 8.5966832 5.9635920 5.8848787 9.5977120 7.4877082 13.3496639 12.8668603 9.6960816 12.6205384 13.6813590 6.2202274 8.7264954 9.7863668 9.9107695 9.0336768 10.1802731 8.4877086 12.0251002 12.5750408 9.5915289 8.7488922 5.3913416 1.1433934 10.4926938 8.7998375 12.4570043 8.1630035 13.1525414 7.9982813 9.3467606 5.2712538 11.2496484 9.8255293 13.7375039 11.4815167 11.2880709 13.0601318 9.8220128 0.7283995 9.8290375 10.9837972 10.7274356 9.6472384 8.7836577 6.7727698 9.6600975 12.8591602 10.7818485 12.0717459 3.9507670 6.4832628 7.8679267 14.4926320 11.5625828 11.9196400 5.4288157 2.6028369 -0.8564760 10.5633728 12.3117714 10.9020481 5.7727698 11.1699361 12.312711 12.851958 9.884880 10.867500 7.182332 10.397851 8.151841 5.950767 10.010691 11.979660 5.500965 7.424183 12.920253 9.047294 12.255037 10.514100 2.465348 12.622688 4.356757 6.293159 6.352866 9.652198 10.338169 10.536803 9.435734 9.479919 8.884880 10.244732 8.730252 8.275270 11.426501 10.551211 10.741000 9.965187 2.465348 9.457429 7.535730 13.212169 9.440329 8.388965 9.942694 9.699842 13.415678 5.333238 10.363791 9.081522 10.856369 11.163003 9.861089 13.300996 12.730252 9.618133 10.654671 9.772769 11.328065 7.400800 10.156037 9.251937 2.313333 6.509735 NA 10.141298 10.647427 9.486598 1.950767 8.805191 7.381817 9.923952 TCGA-B0-5084 33 1 222 NA kidney stage iv t3a n1 m1 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 3 NA 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.8800576 2.0975097 10.9231877 7.8278990 5.8572420 14.8198479 -1.3617871 3.9600019 NA -0.3619725 10.4165624 9.8371332 8.5747123 5.3245766 9.7660689 9.2582942 10.2900231 9.8328313 10.1606560 7.4614418 8.5222449 9.2230371 9.8167394 7.6520949 9.7985763 5.3245766 10.4284230 9.3051860 3.0975097 9.8752845 9.0474653 9.9141988 10.2656084 7.7699317 9.1077164 10.1469438 8.3795413 8.4898235 5.4709630 6.5022606 10.7680014 10.2036527 5.7255367 6.8907397 9.0174529 8.6756215 9.6260490 8.7162251 8.7621956 10.1606168 11.6590544 10.7985762 9.6987705 14.6902179 8.0346790 5.7361069 5.3245766 10.3715136 7.8548204 7.1458690 4.8332241 7.2710699 10.2703609 9.0517024 9.0022091 9.2379874 9.2463292 7.6493015 6.5628865 13.9185915 11.2656084 -1.3617871 11.4062588 10.6066981 5.7776249 -0.3619725 8.6224930 9.9701111 9.0944290 9.6618289 8.6182141 11.0152850 11.2697063 8.0851575 8.2132734 1.4454089 8.9153619 8.6987703 0.6381202 10.3354764 4.8860038 6.5747131 9.3166746 10.8704954 8.9407135 11.0314649 8.0517022 12.6906952 9.8901486 9.0131138 12.5142077 3.6380738 10.6009741 10.2976244 11.3990023 9.9367099 9.4670043 -0.3619725 0.6381202 5.0643397 1.2230518 10.2601262 14.9184465 6.6267589 7.3069594 9.2333321 11.2687967 6.1537749 8.3104996 9.1299274 10.7105421 9.8824382 12.2382929 7.7361063 8.0325373 10.9435662 2.3385100 2.4454354 5.6714972 -1.3617871 9.9717890 15.4822530 10.2587525 9.8734904 8.8560320 6.3175537 9.5929978 8.5776535 11.5185840 7.4292377 9.2828320 7.3210694 9.0374380 10.2472532 8.1577107 10.6324279 11.8238791 11.1286747 9.6394827 10.4573554 5.8700638 12.1093686 8.5584272 6.2079299 9.8925126 11.0000182 -0.3619725 8.4598484 10.5643705 6.4454288 7.7557175 10.5998859 7.8352912 10.5490918 9.1329300 10.0559270 11.4939163 11.0598763 9.4236822 6.2891262 8.5479676 10.4979974 -1.3617871 10.3078454 9.1586932 5.9600019 12.6053007 10.5820544 9.0985304 11.7694491 10.0426839 9.2117216 10.4221367 8.9384269 10.4827802 8.3540364 3.3385100 10.0548719 4.4454288 9.6145455 8.6756215 1.6380738 8.9701111 4.7041637 9.9950766 7.9409419 4.9048598 NA 4.1616378 11.9033965 11.1613914 12.0016617 11.1943410 8.1478495 8.4709647 6.2377645 9.5561924 10.9731856 10.9001693 8.7941575 9.4397829 9.2864321 10.0109395 10.1122874 -1.3617871 NA 9.7314920 8.0495856 9.7699314 8.5389412 10.6906425 12.7247912 11.7859154 0.6381202 8.3367792 11.4516553 11.4618398 0.2230518 1.8080143 -1.3617871 0.9599927 5.5688104 13.5504025 9.9532241 7.6067413 11.9192801 0.6381202 8.8704954 8.9710397 10.0564541 9.7712168 7.8812486 10.9574643 9.0706163 11.0005663 10.2884082 6.1616358 10.7814577 9.8377468 6.5699938 7.0254020 10.8662919 0.0249690 0.0000000 0.5549600 -0.8505100 -0.0018014 0.0328450 0.0172640 0.0160060 -0.8246400 -0.3013200 -0.2803700 -0.2803700 -0.2803700 -0.8216200 -0.8216200 0.0249690 0.0000000 -0.2470000 -0.2470000 -0.2470000 -0.2470000 -0.8070800 0.0195030 -0.8143200 -0.8143200 0.0328450 0.0253900 0.0353830 0.0200630 -0.8266000 -0.8266000 0.0287630 0.0287630 -0.8192200 0.0196430 0.0064335 -0.8246400 -0.3013200 0.000 0.000 -0.827 -0.827 0.761 0.761 0.000 -0.813 -0.828 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 -0.815 -0.815 0.000 0.000 -0.815 0.000 0.000 0.000 0.308 0.555 -0.812 -0.812 0.000 0.000 -0.814 -0.814 0.000 0.000 0.000 0.000 0.000 0.000 -0.280 -0.280 0.000 0.000 -0.827 -0.827 0.761 0.761 0.000 -0.813 -0.828 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 -0.815 -0.815 0.000 0.000 -0.815 0.000 0.000 0.000 0.308 0.555 -0.812 -0.812 0.000 0.000 -0.814 -0.814 0.000 0.000 0.000 0.000 0.000 0.000 -0.280 -0.280 11.385218 11.400041 11.937855 8.543461 9.683834 4.445429 5.324577 9.035749 10.904574 NA 9.600970 2.638074 8.305186 14.309173 6.072702 6.813000 6.260125 6.842646 6.687923 8.394631 6.986802 9.611772 4.223036 9.391291 8.963751 10.283283 7.060139 5.544964 10.572871 5.693356 11.324347 4.392963 6.432490 8.998922 4.064340 10.784961 10.1478494 11.2162112 10.0690496 6.2454044 11.4233226 8.9072010 8.1379205 10.2291292 6.1849685 10.0611904 10.0830893 7.3929622 4.9418575 10.0453422 6.4835643 12.9795933 11.1842455 9.9447058 12.6045799 13.0801108 7.7544186 9.4725454 11.0585611 7.1616368 10.3591737 11.8819922 4.4454288 6.5449644 13.0519007 5.8079988 4.7878190 2.6380738 NA 10.5325133 7.7544186 13.3984826 10.3866866 12.5142077 9.8048653 7.9509577 7.1725325 12.0233977 11.1772333 13.7170592 12.2382929 10.7913098 13.5170354 9.3193129 -0.3619725 10.7938414 11.0609276 10.1005768 9.8788659 8.1577107 8.2927104 10.8992879 12.1395385 8.7865510 11.8003068 6.4389748 8.5599154 3.2230363 14.7173609 11.7508397 12.6670165 8.0643391 -1.3617871 -1.3617871 10.7827327 13.4799827 12.2903593 7.1418997 10.6031373 10.6865614 11.2206869 9.4851317 10.9231877 4.9956247 11.4058451 10.5827865 5.4324918 9.8517862 12.7237353 7.6520949 4.3929631 11.9112712 8.7814577 10.9358505 9.3862673 0.6381202 12.3921268 9.4756629 9.4851317 7.1286852 8.1675050 7.0432154 9.5702893 8.2435539 8.5554465 5.3523207 9.1117802 11.5669629 7.5864420 10.9765323 10.6607891 10.1249095 10.0458734 2.5449552 10.1936222 2.6380738 11.5285515 7.3862669 5.4062577 8.8560320 8.9087553 11.6060212 3.0975097 8.9303961 3.8080040 10.5643705 10.2356615 10.6909821 12.6053007 9.8752845 7.8377471 10.4827802 10.5378090 10.8092512 8.3488808 9.2202165 10.5543271 NA 0.1741507 4.4454288 8.9622549 11.0480964 7.8788657 1.6380738 8.8704954 7.1694560 10.5886303 TCGA-B0-5085 76 1 770 NA kidney stage iii t3a n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 2 NA 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 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3.7587722 9.2195671 7.3286256 10.0866967 4.6973679 11.0236035 9.9093634 2.6332452 10.1780279 8.7283964 10.3222840 9.9135881 7.8031644 -0.8262329 10.6947502 9.4821464 8.4429340 4.5661271 2.4957463 9.2358536 8.6796191 0.1737671 7.3487335 9.3953947 2.4957463 12.2847801 7.0503243 5.3235538 10.2032466 12.8146173 9.8497644 9.4311952 16.5227085 8.4661291 9.4534180 5.8742461 10.6172691 7.2017132 5.0564491 2.8797842 11.0090684 10.2051641 8.6105188 10.2908012 6.9875892 8.4979879 8.6756445 6.5313596 14.6360221 10.7704631 -0.8262329 11.3229194 9.9422564 7.2770949 NA 4.3437347 11.4883907 9.5650510 8.1989469 7.1906158 6.8811666 11.9753137 8.6229560 13.1059410 3.4217350 8.6495407 NA -0.8262329 9.3771554 8.4615200 8.9336957 10.3443585 10.5373947 7.7995161 8.9270241 8.9017279 11.1633722 9.8991737 10.1475049 11.3719455 0.7587296 11.5767023 10.3512270 9.6291347 10.7365269 9.7168393 1.1738310 5.8880540 6.6000720 1.1738310 7.9220004 13.8848291 9.9311974 13.8905198 10.7336625 10.7393856 2.9811585 7.4730157 8.8655511 10.1192512 10.3814319 10.5895070 10.3844788 9.3820419 10.6475132 5.0317878 2.7587722 2.1737990 NA 9.7303135 13.4109427 9.9939865 12.7624050 8.2744699 7.1338091 10.8820292 8.8444638 11.2704502 13.9535781 9.5466724 10.5693416 10.0795255 10.5181034 7.1738070 11.0090684 12.6917228 11.2082625 7.2875499 10.1752789 4.3960704 12.6694127 8.9633412 10.0926707 10.4446867 11.5491185 1.1738310 7.4074275 10.4258815 11.4284907 8.2476010 10.4912201 9.0716530 10.2790613 9.1752157 10.6214073 10.8729461 9.5125439 9.0601898 3.8742461 8.2901516 9.5412223 2.6332452 10.1345335 8.0130111 5.8742461 12.4922090 10.1170549 8.9220004 10.5942941 10.9502405 9.1119168 11.1294864 9.1892224 9.8672945 5.8320191 1.1738310 11.5266785 6.0564513 3.2612750 6.2927486 3.9286925 9.6270780 7.2127269 9.4649782 6.7378801 5.1045463 0.1737671 1.4957463 10.9959799 10.4991129 11.2392236 12.5131008 7.8672942 8.3562019 5.9221336 11.4724429 11.3947903 10.4827153 8.4050287 9.9835755 11.2820052 0.1737671 8.7606471 -0.8262329 NA 9.8320189 8.7032381 9.4181714 8.5313596 10.7003067 12.6245032 14.1530540 2.9811585 10.1518029 12.1197999 9.9286950 -0.8262329 1.4957463 -0.8262329 0.7587296 5.5831971 13.1260027 11.2728265 6.2182019 11.2051641 -0.8262329 7.5916600 8.3437325 10.1453510 9.0114355 6.8248595 11.1319976 10.0480203 10.9156957 9.3449842 7.2823323 11.0908065 9.5236415 4.6656600 9.8227222 11.4426418 -0.00207840 0.00388540 0.01307400 0.58495000 -0.02541000 -0.00304750 -0.01491600 0.01140000 0.00805670 0.00124810 0.00124810 0.00124810 0.00124810 0.00000000 0.00000000 -0.00207840 0.00388540 -0.59701000 -0.62684000 0.01307400 0.01307400 -0.01045900 -0.01491600 -0.00422910 -0.00422910 -0.00304750 0.00889200 0.00889200 -0.01491600 -0.00027724 -0.00027724 -0.00314390 -0.00314390 0.00521340 0.00110930 0.02791900 0.00805670 0.00124810 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.4957335 11.5442224 9.2757832 11.9799543 8.8302322 -0.8262329 3.2612750 10.4883907 10.6844629 -0.8262329 9.4098216 7.3082334 9.4098216 13.0376066 7.6696625 7.4026258 6.9085175 8.2479489 7.7168393 8.2506229 10.6131190 10.7507641 0.7587296 9.1975617 8.6973693 9.8086185 8.8532874 13.3033320 10.6388636 7.5181031 12.3594480 2.3437205 6.5916600 8.1074980 7.6656607 9.9411643 9.6806109 10.3317859 9.2277334 0.7587296 10.3018017 8.8068025 7.0806982 10.0074882 3.9811585 8.6796191 9.5661248 6.7436631 7.3832610 9.0426301 6.7737208 11.8942655 11.5658565 9.0971349 13.4888862 12.6828401 6.6576229 8.1709871 8.9891907 6.9617101 9.7051890 9.3248241 5.2823323 4.4957335 13.0531035 7.8672942 9.0926707 5.9286948 2.8742461 8.9779384 6.9551675 12.6712851 10.7848323 11.3719455 9.5916600 6.6167503 7.4806892 10.1104455 10.5258509 15.3899470 10.5895070 9.9738985 13.4599320 10.6840772 2.4957463 12.0524332 8.3856959 9.8506461 8.3056646 7.1738070 8.1933982 9.8435783 11.6576233 8.7606471 10.5086394 3.6332336 7.0625503 6.8462325 14.2136129 10.4815775 12.6888913 7.0503243 0.1737671 -0.8262329 9.7446119 12.1440931 11.0089815 7.1045453 10.1913118 11.6365653 11.8203662 10.6490343 10.5548096 5.8603073 10.3704096 9.4441028 6.4026267 9.1709868 13.8184012 7.3286256 7.0564502 11.9257197 8.5091978 10.9867869 10.4223280 3.1738150 13.9902912 6.4265667 6.0806982 9.1660235 9.6063493 7.2823323 9.9931882 8.2072306 8.7697734 4.5661271 12.0345065 9.4855558 7.9875886 11.3082338 10.5778846 9.8409190 11.4148969 1.4957463 9.4205481 5.4775867 13.1803185 6.3336795 7.7245541 8.2744699 9.9012600 11.9797528 1.7587722 9.6352870 6.3537167 10.4258815 10.6099256 10.1560880 12.4922090 10.5428595 8.9665977 9.8672945 11.4113162 10.4516760 5.8742461 10.1374260 9.8068027 0.1737671 8.1060221 NA 10.2784062 13.6818962 8.0866967 5.0317878 7.5916600 8.2072306 10.1301836 TCGA-B0-5088 53 1 563 NA kidney stage i t1b n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 2 NA 3 3 3 2 4 4 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11.0277352 NA 11.6687200 10.3976220 8.3445924 NA 4.8386997 11.3388660 8.7378770 8.8350900 7.7947583 7.8387016 11.1415078 8.3580753 12.1084826 3.8952832 8.0507520 NA 1.4172179 9.3146510 6.1490419 8.9575040 9.7577235 10.4875503 8.4075444 9.3137862 8.9419191 11.6302949 9.9514014 10.2121176 12.0873880 1.7798060 11.1070684 10.5130113 9.9751115 10.1934355 9.7897917 -1.3902450 3.4172314 5.8482874 NA 7.6840241 13.6541487 10.1863670 12.8879691 10.0785067 10.0769787 4.8952832 7.4140137 10.2190614 10.3891916 9.8156760 11.2134765 9.9073722 10.4844798 10.5553265 4.8952832 2.3103110 1.1948435 -1.3902450 9.5677103 13.8089798 9.4963413 11.5989223 9.3722648 7.4268660 10.5062150 8.5346951 9.8593161 12.7025572 9.1206469 9.8860070 10.1264051 10.0590313 8.0896629 10.6752988 12.9017009 11.2687636 8.5227722 9.5781390 3.0830261 12.1503740 9.0916821 9.7941382 9.6063562 10.5724172 0.1948435 7.9914255 10.7519897 9.5165553 7.9118815 11.0807957 8.7507123 10.5982123 8.8964405 10.0942020 11.1194103 9.6119945 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-0.0008984 -0.0008984 0.0012481 0.5353800 -0.5160200 -0.5134200 -0.5416900 0.0168450 -0.0072567 0.1235800 0.0053029 0.0092123 0.0000000 0.0109820 0.0109820 -0.0106610 0.0063871 0.0063871 -0.0096806 -0.0096806 0.0116790 0.0283410 0.0260920 -0.0070576 0.0108420 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.513 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.513 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.364770 11.775732 8.974017 12.206538 9.353875 NA 4.282306 9.947505 11.118420 2.417245 8.870802 6.410782 9.411591 15.123394 8.420454 8.298133 6.303370 8.312055 8.722322 8.458505 9.375583 10.241060 4.069315 8.882513 9.513139 9.963029 8.894128 12.326381 10.967984 8.246507 12.290444 2.779806 6.564079 8.036147 5.164473 10.299881 10.183056 10.439209 8.739166 -1.390245 10.939679 8.354717 6.317243 10.162552 3.739168 9.793518 9.911950 6.843503 8.029843 9.599987 8.213509 12.627996 10.864911 9.960822 13.446229 12.928355 6.670578 8.604236 9.768492 9.746233 9.347975 9.426066 6.275219 6.156777 13.282308 8.831470 9.131483 6.522771 4.101734 10.479091 7.869626 13.812083 10.418445 12.087388 9.269878 7.260935 7.165699 11.232621 11.312488 15.352508 11.213477 11.014492 13.266419 10.517149 1.609897 11.257341 10.282750 10.782623 8.713170 8.089663 7.673278 9.954733 12.438118 10.203274 11.137115 6.449086 6.665165 3.253732 13.934256 11.014492 12.770778 7.452233 NA NA 10.267201 12.644424 11.068858 7.330981 10.470970 11.661601 12.506215 10.641584 10.399824 7.736587 10.514894 10.585731 7.498626 9.797235 13.900016 6.829052 7.168303 12.585712 8.391242 11.342262 10.279654 2.609873 13.663299 7.258420 6.564079 8.909010 10.014492 8.821771 10.242424 7.876669 8.641460 8.152915 12.096843 9.505458 9.277881 10.789792 10.961650 9.367273 11.157018 3.895283 9.885425 4.310326 12.978914 7.604236 7.209795 9.372265 9.552830 12.173436 6.954179 9.149041 5.718408 10.751990 10.525389 10.484096 12.611115 10.854246 8.612698 10.086629 11.586089 10.492205 7.006488 10.052308 10.122623 5.976206 4.967436 -1.390245 11.366856 12.878495 8.838701 2.417245 8.474069 7.792277 10.333544 TCGA-B0-5092 53 1 459 NA kidney stage iv t1a n0 m1 19-3-2015 female 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.377944491 -1.005782353 -1.005782353 10.488096200 10.179735707 7.882984121 5.164166790 9.135070512 9.643496914 10.739074529 11.740125086 10.038634811 9.001268000 7.656018635 7.049522954 9.676357510 7.582955609 11.622458390 4.420502613 10.367105756 10.556006006 0.994217647 11.133152426 9.298021544 11.195445725 10.343521972 7.820789106 3.901127556 10.281491358 9.004069306 7.951343004 6.594152889 0.579180148 10.240981374 9.299162447 3.801593262 6.930879235 9.650665665 4.242168032 11.189920529 8.720458722 3.694679650 9.377361734 11.602495575 11.208863434 9.613543624 15.216752651 7.698144146 9.746621302 5.814419683 10.592758533 7.648876679 7.461846111 2.777703755 9.303717058 9.988594232 9.159147538 9.985762544 8.397252778 8.242168032 8.208559690 6.833444206 13.339160745 10.601571081 NA 11.497818064 11.055041333 7.742433403 -0.005782353 6.638097013 10.439772926 9.101457836 9.248088147 8.302579981 8.548829613 11.766349057 8.975808139 11.519311217 4.038638103 8.316168827 4.608951140 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5.060328 10.076390 10.642832 3.386563 8.974380 3.242176 8.927931 14.055106 9.641699 9.341862 6.102765 6.827131 9.867685 8.422601 8.562197 10.779693 8.313913 8.985763 9.401859 9.699873 8.263367 6.845989 10.941147 8.089638 12.197251 3.852219 6.502036 7.772318 5.164167 10.667108 10.4704806 10.5430627 8.8444277 4.4205026 10.2813759 8.5020354 8.9928313 10.0876583 4.9484373 9.8730580 10.1553726 6.8334442 6.9942403 9.6281442 8.5978671 12.5428219 11.2380097 9.9433380 13.6589102 12.8808899 7.2278604 9.0304144 9.6407995 7.5792035 9.7247108 9.4790636 8.1490586 5.6380970 12.7574531 8.5275704 7.8491092 5.0166077 2.9011276 9.5829554 7.6416992 13.5497885 10.8856447 12.8856447 9.0522325 6.9308792 6.8970383 11.2155257 10.4015085 15.8573502 10.9309890 10.4689607 13.6511683 10.9636273 3.9484326 12.1919182 9.9440675 11.1331524 8.9294058 7.8048125 8.0790490 10.5820182 11.8186029 11.7202460 11.2445391 5.2230595 7.9041336 3.2421757 13.6979210 11.4747785 12.6524522 7.8176079 0.9942176 NA 9.3671059 12.9376713 11.6839570 7.6666664 10.4505952 11.160404 12.183602 11.116098 9.928669 9.259856 10.117069 12.716408 7.663125 9.957859 14.453387 7.582956 7.179116 11.919042 9.105376 11.569071 9.940416 3.081698 13.535216 8.203158 8.030414 9.142654 9.892086 8.156632 9.799985 6.839730 9.019975 5.502035 11.597867 9.728950 9.155373 11.050540 10.702894 8.962908 10.748293 6.193914 10.424170 4.775598 12.895824 7.677235 6.728950 9.331863 10.142806 12.249269 6.420506 8.461846 5.876883 11.048167 10.445967 10.577323 12.256923 10.671960 8.682491 10.126098 11.105702 10.181024 6.049524 10.135709 10.269201 2.801593 2.579204 NA 11.308541 12.521116 8.445452 5.102763 8.899628 7.867685 10.071724 TCGA-B0-5094 62 1 333 NA kidney stage iv t3b n0 m1 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2595088 7.8960787 11.4617389 -1.4571972 2.3986787 6.1500194 9.0574034 8.5012421 10.9317829 7.9689542 11.4881332 9.0072350 10.8766833 7.9133765 1.7125958 10.1006317 8.8106465 7.7858631 14.9145511 NA 7.5142327 NA NA 10.3771604 8.9403641 7.6114675 3.0021264 9.3866105 9.7012990 10.2509111 10.2383527 10.1096947 8.4130541 6.5313737 10.4199736 10.0082558 6.5925378 9.0021211 4.1276498 10.2422619 10.4435562 2.7126178 10.5822939 10.0067245 9.8925235 10.3117008 7.7906170 8.8211387 10.0750258 8.9371522 8.1182289 3.4006745 2.1276663 9.1656562 8.7834809 2.1276663 5.6512125 9.1370139 7.5313744 10.8332842 12.3523570 3.5426914 12.6214140 12.9581011 11.0377949 10.2921398 15.8527696 8.0102948 5.4615515 4.8825403 9.3042406 7.5483141 5.3755782 2.3866730 9.4061015 9.3281420 8.5539165 9.7269449 9.3834674 8.2465929 10.2017934 6.1573995 13.2715134 11.3952189 2.4495878 11.0174093 11.1210409 8.0405412 NA 6.1049321 11.2383527 7.4375074 10.5426894 9.0072350 8.8668700 9.7101075 9.0905478 12.5259306 3.7126178 9.5754239 NA NA 10.1606159 5.3755782 8.8702420 9.3273243 10.9217970 8.4344731 9.6067585 9.3125272 12.3318898 9.7618579 10.1779540 12.9257861 1.8646121 11.5296549 10.9125593 9.8880947 10.0934362 10.1285909 NA 2.6301492 2.5426790 NA 9.5705954 14.6954298 7.1500194 10.7678968 8.8803112 9.3826804 2.8646121 6.8736065 11.8416111 11.0689441 10.1092191 11.2024557 8.3548669 8.0405412 11.4443106 1.5427038 6.4675012 6.8094762 0.5427038 10.2765521 13.9485289 10.6154919 11.0578964 8.3897466 8.0779650 10.0138565 8.4329536 9.5507187 4.0021174 9.1665708 5.4852046 10.8305432 9.6201727 8.6301521 11.3391347 12.8728360 11.7415948 7.9752312 8.9263936 5.5887206 11.2040221 9.3191225 11.1073152 10.3909211 7.6221741 0.1276333 8.2009011 10.8586880 10.3523892 7.8100382 10.5295980 8.0184228 10.5008796 9.9144660 9.4397785 12.4074559 10.3071464 9.0319352 7.3532606 8.1049321 10.0470118 -1.4571972 11.1633675 7.2361759 7.2009006 12.8824698 9.7787035 8.7678967 10.5048624 10.4450645 8.4283857 11.1423396 8.9090116 9.8567061 9.2620782 0.1276333 11.3275287 4.9520819 1.3500446 10.4195900 6.0265057 10.7148043 5.6512125 10.8192122 7.8960126 6.3628679 NA 0.5427038 11.5203271 9.9783597 11.3918990 11.0716318 8.9647541 8.2650702 6.9403218 9.4793274 10.3508491 10.7834807 8.9046331 9.8246194 11.2936057 NA 9.1619925 1.1276333 -1.4571972 9.5945780 9.4306714 8.7882420 8.8199769 9.0010960 12.6716503 11.6351162 7.4006703 9.3289590 12.4874015 9.9504882 NA 3.6301492 NA 5.1573995 7.8396057 13.8176862 10.0750453 8.4053266 10.7748104 -1.4571972 8.4037764 9.6945621 9.2908821 8.4314328 7.7399061 11.2580079 9.2239278 11.0232271 10.1798848 6.9605418 10.9980166 8.8758449 4.5650548 8.9808782 10.4804310 0.0069435 -0.0027707 0.2839000 0.5624100 0.5502900 0.0056919 -0.0099565 -0.0081624 0.1027500 -0.0280480 -0.0306030 -0.0306030 -0.0306030 0.0043021 -0.7370500 0.0069435 0.0028294 -0.6141200 -0.6141200 -0.6141200 -0.6141200 0.0000000 0.5890100 -0.0045695 -0.0022168 -0.6233700 -0.6096700 -0.6096700 -0.0099565 -0.3210000 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4.565055 10.443933 9.796537 6.989773 4.790616 9.856139 7.026505 12.856777 10.021964 9.815319 12.486028 13.362918 7.135146 8.270610 9.453332 5.900241 9.337105 9.053454 4.864617 5.018425 12.805005 6.687348 9.938224 8.000070 3.400675 10.681601 8.688622 12.508744 10.012331 12.925786 9.345206 7.964754 8.244429 11.685116 10.461180 15.690123 11.202456 11.691643 13.494156 11.117283 3.400675 11.129295 6.742362 11.827080 8.744813 8.630152 8.251773 10.246593 12.272735 9.980961 10.862356 7.742362 5.864617 7.712614 14.115918 10.885320 12.246917 6.179314 1.127633 NA 10.993385 12.075289 11.329959 7.587084 10.946500 10.6158268 12.2382439 10.8766833 10.1006317 7.1388790 10.2697589 11.3240491 5.9002413 9.5084736 14.2333422 6.5925378 6.8601024 11.8318221 7.9794012 11.4224641 9.7588290 3.3500446 13.5898559 6.6274449 6.9605418 9.0693158 8.6873477 8.9435689 9.3166529 7.0740708 9.1802200 5.9856325 11.6981401 11.1944138 8.8880945 11.1384131 9.2765520 9.8321319 12.0018648 1.3500446 9.6937060 8.0405412 13.0343521 8.4022242 10.0574034 8.3897466 8.8034208 12.0642898 4.5650548 7.7906170 2.2431207 10.8586880 10.6417084 10.4359910 12.8824698 9.9679054 9.2560759 9.8567061 10.7962415 10.5556107 6.8869854 9.6860726 10.0199418 -1.4571972 NA -0.4573952 9.8418973 11.8175145 8.6987724 4.7325134 8.4037764 8.1011101 10.6387456 TCGA-B0-5095 81 1 245 NA kidney stage iii t3a n0 m0 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 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8.4319066 10.1537357 6.4178306 11.0001393 6.2372597 9.9688044 11.1810762 3.4458459 11.1098143 10.0678975 10.1955862 9.9694077 8.2372592 8.1505475 10.1348383 8.7527837 8.0763229 8.3964575 2.7454095 10.3294289 9.2180968 -0.2546336 5.6761433 9.4301546 7.6937734 10.1430806 10.1166381 7.2048372 11.5586080 12.5886400 11.1682592 10.5324923 15.4904368 8.9339948 8.7911655 5.3747613 10.2723942 7.4319062 9.8473816 3.6018985 8.2689681 9.8168683 9.1128208 9.8295499 9.0261768 8.1800340 7.5495367 7.2767870 12.9945935 10.5422568 NA 11.7219701 10.0307619 8.5798771 NA 8.2170814 9.7355100 8.1779477 10.1139125 7.2923005 9.5743358 11.0824703 8.8887892 11.5078440 4.3303720 9.0086751 NA NA 10.0869248 7.0582894 9.3637916 9.5094482 9.5687732 8.7468142 9.5316756 9.6879205 11.8722701 9.7740028 9.9505883 12.6070745 4.3892639 11.4298061 10.7908243 9.8785482 9.4142910 10.1909381 -0.2546336 1.0673634 2.5527705 -1.2546336 6.1204453 14.1684890 3.6522914 11.8640226 8.8565416 9.4527651 3.9153297 7.0673343 10.1024080 11.2549336 9.6462728 11.0003430 10.0151171 8.0238552 10.6432514 8.1758584 1.7454095 4.0673376 -0.2546336 10.2372591 14.2807725 8.6049409 10.6033869 10.3047831 7.9153309 10.3237786 7.3490326 10.2289648 10.8285528 9.1193585 7.2650421 10.5140907 8.9992534 8.9438510 11.0177441 13.0707817 10.8672632 9.9077973 8.8803969 4.5431989 11.0919197 9.4187151 9.9456915 9.2561702 8.7183856 3.6033830 8.5052943 11.5061259 9.0320446 6.9032070 11.4931794 8.6996023 11.1331540 8.3582745 9.9633637 12.0680383 9.8938826 8.8331871 6.0852568 8.1862752 10.4639388 NA 9.2502250 10.1468189 7.5430674 12.7341794 9.1018580 8.4902400 11.5844128 9.5893270 9.4354040 10.8344757 9.0514675 10.5615896 5.2999956 5.3152619 11.8042433 9.1695723 6.8216873 9.3545846 4.3303720 10.4729010 6.7111906 10.9174834 7.1341983 5.7226846 -0.2546336 2.3303576 11.0420354 10.7376362 11.1624673 11.5963741 8.2472430 8.2290808 6.2338076 12.2473675 10.4579329 11.0066194 8.8473816 9.8388235 11.2954312 -0.2546336 8.3729399 0.3303289 -0.2546336 9.9657843 8.9190832 8.6642691 8.6249891 9.4818079 13.8429032 14.4031152 2.2048293 11.4091864 11.9933335 10.7531341 NA 4.5267637 1.3303863 NA 7.4596513 14.2401678 9.4380214 8.4107418 12.9186927 NA 9.0250166 8.7130789 9.8262235 9.2027867 7.7454061 11.3040658 9.8473816 10.6691048 9.8305131 8.9376987 11.5123489 9.2679875 5.3152619 8.5724312 10.2571586 0.04174800 -0.31306000 -0.00622240 0.45701000 0.03812700 0.01126700 0.01671100 0.01432700 0.00416950 -0.03244400 -0.03566200 -0.03566200 -0.03676400 -0.04691800 0.04174800 -0.00056828 -0.31306000 -0.33073000 -0.32553000 -0.32553000 -0.32553000 -0.15336000 0.35823000 -0.00304130 -0.00304130 0.01126700 -0.29449000 -0.29449000 0.01671100 0.01238200 0.01238200 -0.19286000 -0.19286000 -0.02793900 0.02287100 -0.04210300 0.00416950 -0.03244400 0.000 0.000 0.000 0.000 0.194 0.194 -0.193 0.000 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.319 0.000 -0.160 -0.160 0.358 0.358 0.000 0.000 0.000 0.000 0.000 0.000 -0.294 -0.294 0.000 0.000 0.000 0.000 0.000 0.000 0.194 0.194 -0.193 0.000 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.319 0.000 -0.160 -0.160 0.358 0.358 0.000 0.000 0.000 0.000 0.000 0.000 -0.294 -0.294 0.000 0.000 8.274837 12.044471 9.583822 9.606493 9.526766 5.403619 5.049186 9.824224 10.817016 1.330386 9.362873 3.067329 9.514417 11.380671 7.506957 7.787065 6.360117 7.927800 8.491920 8.385651 12.484343 10.082470 5.513592 8.668734 9.619619 10.163786 9.543067 9.940163 11.730358 8.877263 12.035387 1.745409 6.459651 7.102958 4.389264 11.410964 10.8198819 10.4969500 8.4071840 1.0673634 10.5651859 8.9657843 6.0852568 10.8662918 5.9153321 10.4724755 9.0985527 6.6280489 7.0168684 10.0133630 8.2980749 13.1416093 10.2596269 10.3802170 13.3930330 12.8093066 8.0215303 9.6930429 10.7216121 7.6672471 9.6754040 9.5135902 5.4596513 7.6996023 13.0307359 9.1193585 5.5398226 7.2999946 5.6157694 10.2985552 9.9867933 13.2836555 10.6496642 12.6070745 9.3692874 6.9980714 6.4197394 11.5828368 11.3195264 15.0692524 11.0003430 12.0959308 13.7285332 11.3380966 2.7454095 11.0354248 10.0985527 10.3587350 9.2777619 8.9438510 7.5877565 10.6537985 12.8070303 10.5040456 11.2862605 5.2048372 6.4801148 3.1377166 14.2271836 10.8762982 12.3267243 7.4630821 -0.2546336 NA 9.9820181 12.7770210 11.4421540 7.1716712 11.3023909 11.6521087 13.0317471 10.9688044 10.1387964 7.2571587 10.9724202 10.2160648 7.2412605 10.7736574 14.6172147 6.4178306 8.1398685 13.1143059 8.4834982 11.8619124 10.5304496 2.4458326 12.7802909 7.4187508 6.8328685 8.4181140 10.2387611 9.3545846 10.3986989 8.0582889 9.1018580 6.0491864 11.6530477 10.3467125 10.2472431 10.6934081 10.5032127 9.8088011 11.3023909 2.4458326 10.1489506 6.9103129 12.8953666 9.0996553 8.1945545 10.3047831 9.6502513 12.6689191 5.8328698 8.2709269 6.8695272 11.5061259 10.6835153 10.9077973 12.7341794 10.3883602 10.0331183 10.5615896 11.2583933 10.8664473 6.0400266 9.8262235 10.2625833 2.9933302 -0.2546336 NA 10.5353471 11.0570606 9.7447013 4.3892639 9.0250166 7.8539302 10.1547968 TCGA-B0-5096 72 1 68 NA kidney stage iii t3a n1 m0 19-3-2015 female 1998 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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1.8842853 5.7669449 9.7383901 6.2680058 8.7592824 12.5487481 3.7422865 11.0260887 11.8363140 11.1493298 9.4009857 16.3016342 8.8744048 7.8326679 3.9286925 9.1345993 7.6491721 7.8471971 2.5316185 7.7076683 8.9122067 8.8282809 9.2968708 10.0961891 7.7760842 9.3053137 6.8150387 13.7217317 11.4287823 NA 11.2758130 10.9089627 7.1179204 -1.1155974 8.5830056 8.8091134 6.7791192 9.9510628 9.5090962 10.8142989 11.4657368 9.3620591 5.4670088 1.2062056 10.2352400 4.0135873 NA 9.7836578 4.5567237 8.7730442 10.1369663 9.8428536 8.2636791 11.0704151 9.1262840 11.9247173 9.3650910 9.9170353 14.9875887 3.5847461 10.7421575 10.8231453 9.7592822 7.4842139 10.0809029 0.4692608 3.0542233 2.6916458 NA 6.4990103 13.8002269 -0.1157538 2.9717551 9.0212920 9.4156824 4.6391858 4.4388916 10.5040623 11.7571681 10.7258652 11.5417310 8.5425123 9.1639115 11.0523461 7.8814805 8.2936919 7.6358451 -1.1155974 9.5540717 14.0475181 9.8765311 9.3447568 9.5890691 6.7730442 9.3960535 7.8843006 9.3749512 8.3105655 7.2979287 5.2418516 10.6652834 8.6173161 9.1215107 12.7169931 12.3667307 12.2209469 9.5254494 9.1058881 1.2516888 11.9251042 9.5838733 10.6860092 9.9004126 -0.1157538 1.8842853 8.0238525 11.0429106 8.1413587 6.5928322 11.5836564 7.5602579 11.4987807 7.0986196 9.5380416 12.8154077 10.8113380 8.7466436 5.8955280 8.7422818 11.2934266 NA 12.8936921 9.3661003 7.5136573 12.9731719 9.7492607 8.8268154 10.2989861 9.3529249 8.6375175 10.6775221 9.2352400 9.3640810 6.9980431 2.2062369 10.6996841 10.5159327 0.4692608 6.2936923 3.3437347 11.3681166 4.1322313 11.1541201 6.6150087 5.9286948 NA 0.4692608 10.9527433 10.1725901 11.5147955 10.2647620 8.6932650 8.8209387 6.1023075 10.5615801 10.5725511 11.4139754 9.7484871 10.0796730 11.0292777 0.4692608 8.5567264 -0.1157538 NA 9.9503900 10.0308695 9.4767579 9.0251307 8.5353524 13.8885213 12.2157777 -0.1157538 10.1292592 12.2194120 10.2473405 NA 5.2721464 -0.1157538 NA 7.6722033 13.6640202 7.9664501 8.7297910 12.0219324 -1.1155974 7.6358451 9.1143092 9.6341703 8.8941296 7.1416882 11.8029778 9.1604254 10.7500341 10.1794957 5.4842123 10.6228153 8.2851802 3.3735925 7.2043344 10.5580516 0.73776000 -0.00641330 -0.00028065 0.00117100 0.38154000 0.00068985 -0.00844190 0.01404700 0.00304880 0.00082854 0.00000000 0.00000000 -0.00374290 0.02707200 0.01167500 0.74099000 0.01070000 -0.01009800 -0.40529000 -0.40529000 -0.00098685 -0.00845640 -0.00097358 -0.02192400 -0.02192400 0.00068985 -0.39018000 -0.39018000 -0.00401960 0.00508500 0.00508500 -0.02740100 -0.02740100 -0.40750000 0.00986350 0.01004800 0.00304880 0.00082854 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.724 0.000 0.000 0.000 0.000 0.000 0.000 -0.395 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.382 0.000 0.000 -0.390 -0.390 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.407 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.724 0.000 0.000 0.000 0.000 0.000 0.000 -0.395 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.382 0.000 0.000 -0.390 -0.390 0.000 0.000 5.5136581 11.2019961 8.8500852 9.7092596 9.3671087 4.0937545 5.1131212 9.0900942 10.8403139 2.8843049 9.2873128 -0.1157538 8.5672956 12.9712664 6.6916556 8.3861380 5.3920941 5.9177229 8.5335571 8.3396282 7.7971901 10.1731669 5.1697046 8.2084812 11.1119168 11.0174431 8.3801558 12.3717641 11.3450127 6.1510876 12.5003729 2.5847461 6.6190109 7.0839728 4.0542233 11.3863868 11.7116435 10.7266512 7.5742991 -1.1155974 10.4655014 9.7745652 8.0765938 10.4916312 5.2593403 11.1889374 9.8715649 6.4990103 6.8558440 11.4350476 6.6852001 14.1666292 10.6441891 10.5989757 12.5709108 12.5576099 8.6556252 9.9993444 9.6795288 11.0663848 9.4907061 9.9490436 5.7911915 5.5847401 13.1439706 7.3189287 6.7971907 4.7422811 1.8842853 11.5188850 9.6516577 14.1769820 8.8076283 14.9875887 8.8828912 8.3105655 7.5970685 10.1937772 10.9905366 14.2464844 11.5417310 13.1733111 13.3120720 10.6508298 3.1322313 9.7538946 8.6803405 11.1832226 9.4494029 9.1215107 7.9422928 10.8895745 13.0790577 10.7768437 11.8414029 2.7911889 6.0937545 2.4692608 13.8006674 12.2967384 12.1596979 8.3274516 0.4692608 NA 10.9793682 14.0157961 11.8196464 6.8899249 11.0885663 11.459604 12.399754 10.805770 9.932106 5.961116 9.032777 11.616468 3.469261 10.469733 13.087496 6.598547 5.484212 12.219129 8.374149 12.390856 10.200017 2.791189 12.756014 6.125568 6.318930 7.933959 9.327244 8.776085 9.794194 6.563780 8.895528 6.310566 9.465502 9.678717 8.613922 10.293161 9.583005 11.640232 12.106190 2.584746 10.529959 6.122706 12.116208 10.403446 7.588204 9.589069 9.165130 13.066385 7.872986 6.577788 2.884305 11.042911 10.277691 11.260426 12.973172 11.391104 8.973089 9.364081 9.900413 10.673427 5.906669 9.173167 9.981016 NA 1.206206 NA 10.310566 9.919354 9.342707 3.343735 7.635845 6.992825 9.505437 TCGA-B0-5097 59 0 NA 665 kidney stage iii t3b n0 m0 19-3-2015 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 2 4 2 2 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13.1749046 10.7189090 NA 11.6678665 11.3430358 8.1610780 -1.2095616 8.4197474 9.8141450 7.4486020 10.1981895 9.0383182 9.6599845 11.5431894 9.9324978 10.5509402 3.3753592 9.0406892 NA NA 10.1746347 5.9196738 8.7946111 9.6209058 10.2045473 8.8805031 9.7819126 8.5536032 11.7129138 9.4297314 9.7409466 13.0449765 4.3449776 11.1388726 10.8625233 9.8120646 8.6452589 10.3430598 NA 2.8778620 2.2498094 NA 7.6882363 13.9567107 2.7903967 7.8778534 7.3411372 8.9590627 4.6972790 6.2250184 10.0377248 11.2640964 9.7292351 12.1174633 8.8524368 9.6699739 10.5742074 5.3449811 2.6972845 3.3139569 0.7903550 9.7270285 15.1718153 7.9015264 9.1446401 10.0264049 7.4124428 10.0861596 7.2498227 9.4557443 7.9578090 9.6638349 6.9851475 10.5424786 8.7489435 9.8182966 11.6503136 12.8935965 11.0755039 9.5977457 8.5660670 4.2975509 10.9312205 9.3856482 9.6889921 10.1692274 9.9814498 6.4414420 8.1805596 11.2523817 10.2356125 6.3034082 11.3087979 8.4160995 11.8395586 8.4014154 9.8361503 12.1588971 10.1335764 8.0914296 4.5717496 7.9145119 11.0412812 NA 11.9073844 10.0034949 7.7474928 13.1271762 9.4261087 8.9106286 11.2150819 10.2140319 9.3001656 10.4672292 9.1654301 10.0554196 7.8155300 4.6483734 11.4436836 7.6942722 2.5977457 7.5815539 3.9196738 10.2297022 6.4270161 11.6060261 7.2504775 6.1912705 NA 1.7903967 11.1832447 10.2590147 10.9096560 10.7514785 9.6429201 9.0928467 5.9164766 12.3908844 10.3046115 11.5272154 8.8923664 9.7691011 11.1813657 -1.2095616 8.0095594 0.3754009 NA 10.1435376 10.1561663 9.2882425 9.4315392 9.1676013 14.8405582 13.7892455 1.7903967 10.0400968 13.1938022 10.7096265 -0.2095616 4.4342479 0.7903550 NA 7.5452780 14.0782834 8.1523345 9.0204111 12.1215876 NA 9.0665152 9.1471507 9.6413589 8.6897475 7.7002836 11.3954071 9.7547315 10.5916948 9.7590574 8.7431319 11.4129001 8.7974180 4.3139496 7.6706173 9.6987833 0.0264430 0.0296770 0.1476400 0.0419110 0.0194320 0.2385300 -0.0118180 0.0406800 0.0365820 -0.0049155 -0.0234380 -0.0234380 -0.0234380 0.0264430 0.0264430 0.0264430 0.0396900 -0.3625900 -0.3499000 -0.3499000 0.1476400 -0.0436700 0.0520790 -0.0274660 -0.0274660 -0.2220100 -0.1080300 -0.1080300 -0.0118180 0.0000000 0.0000000 -0.0562400 -0.0562400 -0.3265200 -0.1492000 -0.1831100 0.0365820 -0.0049155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.327 0.000 0.000 -0.149 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.202 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.017 0.239 -0.108 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.327 0.000 0.000 -0.149 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.202 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.017 0.239 -0.108 -0.108 0.000 0.000 5.112321 11.920479 9.143538 12.005924 10.414729 6.360247 3.182708 9.502058 10.622885 3.313957 8.399569 4.856478 9.142434 12.220451 8.169769 8.195532 5.909331 7.584806 8.722605 8.350724 9.115696 9.961567 6.038318 8.836150 9.783329 10.635881 8.849735 4.518309 11.630775 8.956554 11.947875 1.112300 6.344979 6.924817 6.591290 11.266377 11.986532 10.513625 7.764805 NA 11.794260 8.937596 5.834785 10.895972 5.940139 10.738393 9.936323 5.767671 6.584806 10.317379 9.010769 13.678611 10.272190 10.328580 13.565898 13.009710 8.306090 9.437849 10.286246 8.821058 9.596940 10.295210 6.604172 5.571750 13.353050 9.567646 7.455727 8.905434 5.094173 11.572365 9.873870 14.688803 9.517460 13.044976 9.479515 7.480389 7.728118 9.299176 12.575332 16.337217 12.117463 12.662296 13.494132 11.171122 4.112316 10.286745 9.225019 10.871541 8.871208 9.818297 7.864532 10.345938 13.333664 11.161078 11.964535 4.721127 6.584806 4.038322 14.289746 10.839218 12.589875 7.945209 NA NA 12.420203 13.093030 11.621447 7.770530 10.735103 11.2369571 13.2097584 10.5212854 10.3212847 7.4197470 9.5452782 13.1208174 6.3903031 10.6236761 13.8214694 6.9299425 6.4270161 13.5198436 8.8672061 12.0631663 10.6005606 2.3753453 12.8370031 6.8458902 6.8725395 8.3545020 10.2082431 9.0918868 10.3031312 8.0987296 8.7630258 7.0383176 11.3519173 10.4129002 10.0873069 10.4729465 9.8672063 9.3893736 11.4018766 3.7903863 10.4220225 8.3276092 12.3649156 9.8272511 6.3903031 10.0264049 9.6565568 12.6039715 4.3753523 7.7387577 3.7903863 11.2523817 10.6886142 11.0518980 13.1271762 10.6244666 9.2395393 10.0554196 11.4766723 10.5431142 6.1302411 9.4681104 10.1083685 2.1123332 1.2471984 0.3754009 12.5095656 10.1781388 9.7409466 -0.2095616 9.0665152 7.4977497 9.8732051 TCGA-B0-5098 53 1 1584 NA kidney stage i t1 nx m0 19-3-2015 female 1998 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 68.55.0 NA NA 3 1 4 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 4 0 5 0 0 0 0 0 0 0 0 0 0 0 6 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.32168282 10.49773370 8.60124858 6.33998358 12.71004798 NA 4.20005701 -1.55469706 2.96873590 9.99013007 10.35318289 8.89328181 5.73056660 8.78390186 9.68893460 11.26194928 7.39645066 10.51763317 6.99206028 8.01691802 9.28987134 10.60030005 8.91073206 6.62507465 1.90458043 11.38253941 9.91531608 -1.55469706 7.24282731 9.26454628 10.60629749 10.78557213 7.65461884 6.83748287 10.70925039 7.97264269 8.50044795 6.01502024 2.14561225 9.79167930 10.51696312 4.87142970 1.03012416 10.87352578 7.04135580 9.28594359 4.46753382 7.39060922 9.18144077 11.86288628 11.63081538 9.99061272 15.29050863 9.06446848 11.29867011 5.13166767 10.14213310 6.83748287 7.20671647 4.81707063 6.42815914 10.30406743 8.54056282 8.96578428 9.96086541 8.69664801 9.92342970 6.58982340 13.98141282 11.60424854 1.03012416 11.50990838 10.06188445 9.84604507 -1.55469706 9.57637947 9.50586156 7.70019416 9.43739588 9.67698683 8.80161751 11.19356811 8.78612846 6.77657516 2.35205226 8.90562137 9.14733825 NA 9.98771381 5.75804728 7.47858844 9.52531682 10.41742745 9.79499965 10.97532803 7.65461884 12.05034068 10.42423349 8.88291781 12.55303652 5.10337594 10.77519453 10.21334996 10.63776663 8.59109780 9.71078061 1.25253677 3.14561225 4.20005701 -0.55490899 5.27805539 14.58503666 8.84497749 5.76709329 9.73748718 9.90562152 1.90458043 7.61007253 8.99109549 10.76455549 8.12816037 11.31330907 5.52198040 6.71662880 11.35861604 1.90458043 2.03012416 6.81148773 NA 9.46336579 15.47142967 12.09239916 10.69546399 9.14213310 8.00358650 9.85402605 8.27171419 11.13751960 4.20005701 8.86723024 4.39936253 9.72779660 8.86617854 10.35205623 9.98723018 12.56175324 10.84310756 10.75748135 8.94324681 5.43362383 12.62336359 10.07361113 8.78946159 9.78501559 7.87979397 7.79167930 7.56410680 10.85402605 3.94628170 6.54493353 10.10114342 8.38327488 10.75378903 8.90868984 10.79417036 12.82379915 10.99278316 9.28466080 4.63498816 7.90459729 11.19147000 1.90458043 11.47307162 8.56540335 7.83962834 12.44057946 9.54517088 10.22324273 11.08360152 9.64238227 9.60881534 11.02730993 9.59364210 10.11626429 7.51662823 3.96872669 9.85030703 3.14561225 2.98928436 5.73978601 1.90458043 9.11050158 3.80272056 10.35992445 8.36002885 6.83318232 0.44519698 1.03012416 10.26614234 10.27211128 11.25111098 11.76779796 8.82778950 7.36402869 6.97794959 9.29143941 10.78111419 11.19062986 9.05987547 9.38694693 8.76483776 1.44514400 10.35768076 -1.55469706 0.76706150 9.30081287 7.61258398 9.73518451 9.50856077 9.28908656 11.60487930 12.66335040 5.64483689 10.78612837 9.48955979 10.96455617 0.03012416 8.24527270 -0.55490899 1.90458043 7.66433421 10.70255349 8.63499033 8.77943900 11.86459916 NA 8.78835129 9.43434717 10.30314658 10.54812553 8.32933622 11.62460823 10.00262925 11.38841300 10.25671289 4.11758700 11.10827889 9.80710935 5.90697235 8.30769445 10.32359975 0.01572700 -0.00373950 0.67122000 0.00293530 0.00277450 0.01153900 -0.00443120 0.02974700 -0.62140000 -0.14116000 -0.14116000 -0.14116000 -0.15362000 -0.63301000 -0.64762000 0.01327400 -0.00373950 -0.67446000 -0.65510000 -0.65510000 -0.64443000 -0.65498000 0.00013863 0.01614600 0.00834030 0.00000000 -0.64912000 -0.64912000 0.00194180 -0.00443120 -0.00443120 0.00263570 0.00263570 -0.09802300 0.01894300 0.00978280 -0.62140000 -0.14116000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 -0.643 0.000 0.000 -0.644 0.000 -0.645 -0.645 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 -0.649 -0.141 -0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 -0.643 0.000 0.000 -0.644 0.000 -0.645 -0.645 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 -0.649 -0.141 -0.141 11.488193 12.262249 11.208793 8.268533 9.554996 2.532616 4.422448 8.512600 10.549764 1.252537 8.947003 3.445170 9.381067 13.552914 4.615093 4.854554 7.022594 3.837479 4.489562 8.591098 5.445167 10.208378 2.252506 8.683570 9.630970 10.760598 8.429584 6.166266 9.808205 8.216655 11.762978 5.828870 5.992059 8.056191 10.803817 10.996393 10.1136074 10.8150355 8.9360166 6.9004925 10.0357527 8.7096081 7.3369492 10.9089454 6.3818042 10.8117610 9.7744013 7.0561901 3.6546188 10.3228332 7.3430107 13.3688181 10.7738405 9.5569534 13.3997254 14.0453980 7.0074086 10.3373289 10.3396044 5.7212906 10.6573579 12.1610204 4.1456041 9.9539508 13.5992717 5.3759013 8.3759031 5.8630191 7.9823839 11.0726995 8.5731598 13.3919805 10.1529561 12.5530365 10.1853679 7.9569180 5.6998153 12.0311844 11.8529644 13.0248940 11.3133091 10.6429966 14.4347375 10.6652416 0.7670615 9.3247490 11.1049386 9.8651258 9.3884130 10.3520562 8.6175931 10.3327670 12.0130029 6.2589466 11.9022899 8.0054982 8.4799645 8.6472893 14.4034358 10.7084348 12.8474449 8.6787853 1.0301242 1.0301242 12.7341038 12.9185543 11.7892312 8.6679606 10.7371996 11.070646 11.689827 10.513272 10.497734 5.186631 9.161985 11.038090 4.532629 10.402268 11.796116 8.910732 4.445164 11.889128 10.268533 11.525484 10.397543 2.904600 14.219258 9.494504 8.428159 8.580516 5.564107 7.265345 10.540233 8.301591 9.704320 4.693091 7.078160 11.056652 6.315530 10.167546 10.240799 8.690718 11.370164 5.074523 9.554343 3.303152 11.987173 9.320915 6.067217 9.142133 9.173316 11.696352 4.200057 6.644838 1.615087 10.854026 10.010268 9.824002 12.440579 11.064469 6.309353 10.116264 10.095320 10.707842 7.390609 9.030128 10.405530 1.252537 6.900493 6.467534 10.056190 8.199569 8.892249 2.532616 8.788351 9.748376 9.038557 TCGA-B0-5099 88 1 485 NA kidney stage iii t3b nx m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1141296 7.8469308 6.9391243 8.5071956 NA 6.5286604 NA -1.3599344 10.0807858 10.0316973 8.4278194 0.6398804 8.0236207 9.6221974 10.7133888 9.5750818 10.5366275 9.0138695 5.7997893 2.6399267 10.2073975 6.9345377 8.4488807 3.3948022 10.0833783 11.2779000 0.6398804 7.9345377 9.4432407 9.8777242 9.8759308 8.1317700 6.6567252 10.3289843 9.0407960 7.9595888 4.6171986 2.3403629 9.3025850 8.1887387 NA 5.2398295 9.1126076 1.9618455 10.5988319 8.5853607 6.5468080 11.8607620 14.9975890 10.3575931 10.8786200 15.6596052 8.5647291 9.9561983 5.2692726 9.6420284 7.0450585 6.1075226 2.2605075 8.9206875 10.0190134 8.9425556 9.7253891 8.2267566 7.6200563 9.6413249 7.1115916 13.0803966 10.6239790 2.7273759 11.6541116 9.6112663 7.6028124 NA 4.2837736 12.2824197 8.3998047 8.9008363 8.4196362 8.0429288 11.4231196 9.7484411 13.5281310 2.7273759 9.3678371 NA NA 10.2192327 6.8297418 8.9908559 9.8192039 10.1191917 8.6028128 8.0619814 9.4472717 11.3860006 9.7247251 10.3386214 12.7589389 NA 11.4423038 10.3754727 9.9618448 11.0056923 9.8160899 NA 3.0993457 5.1317706 -1.3599344 7.6760904 13.6158542 3.9618455 13.7648054 8.3729321 9.2601365 2.5468080 7.6085838 10.6402689 10.8759309 10.1257460 12.3628011 9.0116933 6.9391243 10.5890138 2.6399267 4.8297430 4.6171986 -1.3599344 9.0084233 13.6261587 9.8041951 10.2788051 9.1186862 6.7640382 11.1285101 8.2765413 9.8255788 12.5359652 10.3520137 6.5347340 10.7105476 10.6660943 8.8085887 11.4312831 12.5373840 10.6179121 8.9864306 8.9435035 4.4803815 11.2054948 9.1615171 10.8063937 9.0365215 11.2145103 -1.3599344 8.7614502 10.3851709 12.2716201 8.1871967 11.7704873 8.9730719 11.5796795 9.3839097 10.2710938 10.9365461 9.3830681 8.0087726 6.2981286 7.8247920 10.4692430 -1.3599344 9.5565426 8.6719624 7.5912014 12.5972909 9.6257587 8.7614502 10.5875536 9.9556323 9.3307876 10.6411666 9.1983375 9.8426527 7.4310797 1.4472618 11.4563004 9.0029565 0.2249046 7.9573296 3.6843138 10.9183662 6.5824311 9.7334465 7.7355249 3.9618455 -0.3601196 NA 10.9683111 10.8789185 10.8457100 11.5100887 9.7320131 8.5437986 6.3461024 11.9266189 10.7147272 11.2817427 8.9322384 10.1387660 11.6743718 NA 8.1536442 -1.3599344 0.6398804 9.6849938 8.2927615 9.0386603 8.7627448 9.8615038 13.4420796 14.2716053 4.5468080 11.1459763 11.9775386 9.7438601 NA 2.5468080 -1.3599344 NA 7.0745450 13.4684003 8.7730591 7.9775387 11.2260528 NA 8.2398295 9.0404867 9.7260529 10.1059932 7.8878445 11.5437986 9.8990715 10.6020897 9.8433809 7.4916655 10.3381873 9.2583022 5.3208024 8.3052528 9.6278911 -0.00008577 0.65325000 0.02501900 0.41238000 -0.40915000 0.00360760 -0.02047700 0.36493000 -0.06486400 0.00847430 0.00847430 0.00847430 -0.40864000 -0.00666070 -0.00666070 -0.00008577 -0.75511000 -0.75761000 -0.70845000 -0.70845000 -0.70845000 0.01557100 0.00513590 0.02146300 0.00840240 0.00360760 0.00000000 0.00000000 -0.72732000 0.00722170 0.00722170 -0.72004000 -0.72004000 -0.00719580 -0.01835300 0.02244400 -0.06486400 0.00847430 0.000 -0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.651 0.638 0.653 0.653 -0.708 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.651 0.638 0.653 0.653 -0.708 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.2097731 12.2056138 8.7366319 12.3684750 9.6629779 NA 3.4472750 9.7633915 10.6310842 -1.3599344 9.6207704 7.3229115 9.4504883 10.3935513 5.1156492 5.0149578 7.1477117 7.7666210 5.9797670 8.7006128 10.0818235 9.7582089 2.0993625 8.5118218 9.7133889 10.7630682 9.4440477 -0.3601196 11.0745449 10.8481511 11.7153674 2.3403629 6.4916655 7.2097721 5.7692005 10.9922361 10.1462243 10.3818050 8.2267566 NA 9.7464797 8.8723375 5.9436963 10.9666271 6.6897646 10.0993483 10.0359863 6.6897646 7.4600954 9.8285056 6.7743430 12.9333165 10.3652830 9.3906236 14.0735347 12.5822983 7.7326735 8.7807464 9.5882840 5.1790771 9.6342702 8.6186270 4.3403557 6.1945047 14.0051114 8.5483095 10.4027140 5.0493084 4.3403557 9.5984694 8.1848813 14.1387659 10.2688179 12.7589389 9.3729321 8.1317700 6.8039683 6.7484411 11.9212672 15.9018830 12.3628011 11.0983233 13.5656102 10.7813853 -0.3601196 10.5240872 10.8247920 9.9869844 8.9482557 8.8085887 8.4775446 9.9160411 12.9559861 7.8711376 11.2161625 2.8098466 6.4791206 7.4472717 13.9214697 11.1798025 12.7896638 6.5647287 NA NA 11.6031740 12.5056500 11.3679733 6.9974686 11.0035039 11.6771205 12.8082754 11.2679065 10.1141296 6.2619689 11.3438203 9.6264698 5.5468080 9.9442680 15.2588183 6.9345377 7.0993478 12.4947539 9.2453963 11.6603759 10.5083535 3.4978933 14.7312281 7.5171394 6.1712989 9.9464228 9.7595062 9.6370961 10.5048766 9.2084714 8.8146927 4.6171986 11.9493931 10.2458592 10.4468691 10.3083585 10.3644306 9.7033118 11.3945955 -0.3601196 9.3464127 9.2021591 12.8563185 8.9652221 8.4632840 9.1186862 9.2147657 12.3810676 3.7692005 9.5087392 4.9253206 10.3851709 10.2837729 10.5191171 12.5972909 11.1412563 9.1693473 9.8426527 10.9730721 10.8535283 4.6843082 9.6071429 9.6420284 0.9618455 7.2917214 0.9618455 9.4704319 11.5880868 9.6795213 2.9618455 8.2398295 8.2002493 10.2660820 TCGA-B0-5100 72 1 1913 NA kidney stage iii t3a nx m0 19-3-2015 male 1998 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 68.55.0 NA NA 2 1 2 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 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10.3881997 10.7252147 3.0824982 9.7018491 9.5236949 10.4972387 10.2847507 7.0585719 5.3891607 10.2165134 9.2650228 8.8816943 7.8317500 NA 8.7399574 8.5894579 2.0045014 6.2268880 8.6706208 5.8569384 10.1394920 9.8436992 6.5692799 11.2316433 11.8581515 10.4423630 11.4096369 15.5970822 8.1654874 9.1072001 4.5069954 9.5582313 8.1245892 8.6093575 3.6925499 7.4999065 8.6110034 9.1654872 10.2650230 8.8898528 8.5193190 8.2608353 6.4927825 13.0462306 10.7410852 -1.1655315 11.0774468 9.9410482 11.2526865 NA 7.6547491 9.1141809 8.2775138 8.7033928 8.8666162 8.4419009 10.6792762 7.6354700 6.9199633 3.2940031 8.3042121 2.2939884 NA 9.3512553 8.4157709 8.8359787 9.7026212 9.9332604 8.0415847 9.5131705 10.4657474 11.0862244 10.3732443 10.8731465 11.2652843 8.0966651 10.3938806 10.0901892 10.3703318 7.7141535 9.2555833 NA 4.1921231 -0.1653697 2.5350078 5.1383517 14.4719877 5.9006591 4.7172158 11.0010473 11.7267337 2.5350078 7.4492799 7.9868552 10.5760374 9.8450984 10.6796291 8.6816278 5.4044263 10.8989763 8.9113860 6.1291903 6.5556689 -1.1655315 9.2290332 13.9441562 9.0182057 11.2171944 9.6044083 7.8652378 9.7489554 8.3364075 11.2165918 6.7233142 9.7638288 10.9934956 10.8304647 8.6387013 7.9689968 11.7673388 13.0386830 10.9450537 8.5488157 10.2544305 3.6315816 13.1729586 9.0705847 9.5548146 10.3910764 7.4784266 2.1564937 8.0415847 11.6461458 7.8008740 6.2770158 10.0901892 8.4584517 10.6579376 8.8345703 10.3896388 12.0641403 10.3072613 9.2213812 4.7172158 8.7667853 10.0639901 0.8345494 9.7704721 10.2613593 5.3737282 13.4318664 9.6118256 9.2492557 11.9324379 9.2258140 10.3742139 11.3040240 9.2775138 10.2338483 4.7414616 3.0045014 11.8890051 6.3344163 6.4270278 2.4195389 2.6419159 9.8061139 7.8232551 10.2139488 7.1664724 5.0440225 NA 1.1565261 11.0928420 10.5981977 10.8496369 11.6870999 4.7653067 7.1429096 4.9524734 11.6132636 11.2852662 10.8935768 8.3853171 10.0603803 11.7078222 1.1565261 8.4419009 NA NA 10.0113669 7.2940022 9.4838265 8.3522399 10.4455952 14.2011317 13.6649865 2.7414670 13.1594541 10.6423277 10.8499854 NA 5.2243104 3.7887692 NA 6.0243950 13.2008243 9.2868116 6.9586919 13.3022396 -1.1655315 7.1013570 8.4157709 10.0639901 9.4593658 7.4157713 11.0842764 9.2660681 10.2571608 9.4455951 7.8118505 11.3049750 9.0032424 4.7351972 8.6072315 11.5195381 0.00464210 0.00085063 0.00223800 -0.00310580 -0.00979990 -0.00897210 -0.00375240 0.00223800 0.00765790 -0.02382100 -0.02888600 -0.02888600 -0.02888600 0.01002500 0.00464210 0.00225030 0.00085063 0.00293200 0.00000000 0.00000000 0.00000000 -0.00090110 0.00126670 -0.00344410 -0.00344410 0.01239500 -0.56881000 -1.10680000 -0.00551890 0.00168290 0.00168290 -0.00136720 -0.00136720 -0.00122860 0.01462800 0.02120200 0.00765790 -0.02382100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.559 -0.559 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.559 -0.559 0.000 0.000 9.5548146 11.2357166 10.0603803 9.4138864 9.1976101 7.0094961 7.0681903 10.1987051 11.1385908 0.8345494 9.3776023 7.0537391 9.6060598 11.0618855 6.5624912 5.8232551 6.4927825 8.7756179 6.1474532 7.6192054 10.0126127 9.8310439 -1.1655315 8.9470098 9.1295702 10.6812360 9.1621229 8.1542424 11.3090368 10.7255945 12.4385421 3.2268938 6.7945718 8.5245684 8.8232551 10.1816380 10.1025274 10.3708176 8.6611189 NA 10.4716481 9.0705847 7.2650233 9.7354372 2.2939884 9.4129430 8.4455951 6.8345709 8.6060598 9.9266668 7.8457974 12.3101772 11.8170292 9.9766774 12.8651513 13.2607696 5.6925527 8.8429989 11.1948688 4.5069954 10.0063726 9.5427922 9.0705847 8.6831932 13.7683071 9.0094961 8.6627068 9.3021760 2.4195389 9.4025265 10.4025265 12.5540662 9.6216567 11.2652843 8.5994420 5.4195321 6.8785819 12.2715421 9.5271859 14.6803789 10.6796291 11.8506822 13.4656337 10.2955381 2.5350078 10.6591314 10.1176587 10.2134071 9.0144794 7.9689968 7.4195330 10.6187962 12.2762178 7.1564988 11.1491536 5.6419246 6.3183855 7.2816537 14.6427319 10.0777444 11.9370382 7.5488157 0.8345494 -0.1653697 8.8317500 11.8512046 10.6441657 7.2733620 10.8506822 12.0008904 12.1681450 9.2117810 10.7952964 5.9741209 10.2301045 8.2204330 7.2052576 9.8769138 14.4780923 5.0440225 9.3814649 12.1156224 8.3224104 11.4788773 9.7103197 3.6925499 12.9829675 5.7954994 4.9220313 6.5295196 9.7807456 7.9689968 9.7474597 8.1199724 8.4766219 5.7534334 11.8097018 9.8010759 8.0633891 11.6445394 10.7022352 9.8850993 11.3216567 1.8345899 9.7010767 8.4820286 13.3826662 7.0293270 7.7534334 9.6044083 9.1705858 12.6428307 2.0045014 8.0391417 7.6027545 11.6461458 10.9567513 10.3042122 13.4318664 10.5223834 10.0113669 10.2338483 11.8266236 10.8412576 8.1699606 10.4611920 10.3173784 -1.1655315 NA 3.2940031 8.8443991 10.5464223 8.5505325 0.8345494 7.1013570 8.5760372 9.4856220 TCGA-B0-5102 74 1 2764 NA kidney stage i t1 nx m0 19-3-2015 female 1999 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.8274880 14.2127313 10.3688854 8.4620949 15.8461847 8.0879210 9.7200015 4.5950978 8.6526783 7.9082545 4.7601571 3.0660892 8.9853311 9.6447805 8.7950666 9.9696094 8.0604776 8.3467424 9.0019140 6.1052925 14.3544303 11.0065437 NA 11.6719125 11.3317653 8.2972171 NA 5.3580586 12.0937346 8.1891386 8.7029875 7.8384154 9.7613740 11.5110668 9.5085303 11.6266649 2.3580586 8.9082548 -0.4492963 NA 9.5056260 4.1052925 8.5034441 9.3499844 10.2589245 8.9235679 9.4932172 10.1019304 11.3870451 10.1672517 10.4160494 13.8815846 1.5507037 10.3902097 10.3263131 10.6767618 8.0742646 9.4673286 NA 2.3580586 3.7986312 NA 6.8314732 14.1180350 8.5121526 13.5954811 10.0132050 10.0570103 2.5507037 7.5422248 11.7096280 10.9467723 10.1096018 11.2719259 8.0465576 8.7017192 11.0008830 2.1356662 6.2372042 2.7206287 0.5507037 8.4287538 13.6309790 10.0767129 10.5048991 8.8021851 8.6487347 10.2747902 7.8883244 9.7080498 12.6818363 10.7340280 6.2089152 9.2015660 10.8695280 8.2615092 11.4119835 12.3424761 10.7929837 7.6592274 9.5747273 3.0309716 12.3459307 9.2683792 10.1057712 9.2450606 12.2529837 0.5507037 8.2871047 10.9910529 4.8277581 7.7590346 11.3375849 8.7479194 10.7574119 9.8927775 9.7789202 11.9137424 10.2887950 8.3767267 7.0898614 7.5647234 10.6543185 NA 9.8092688 8.1800593 6.7306114 12.9012967 9.4210676 9.0545286 10.6358433 10.4717999 9.4680748 10.9260273 9.1033717 10.1520093 8.5034441 2.1356662 10.5369003 4.2786242 2.8726318 8.6696437 4.0101353 10.7665391 4.6592282 9.3354031 6.5346079 4.5950978 NA 1.5507037 10.9335969 10.6238402 10.7284337 11.6766005 9.4990699 8.1782366 6.4025772 11.3981516 10.8567645 11.2726564 8.9801096 9.6526785 10.1215072 0.1356662 8.2231281 -1.4492963 -1.4492963 9.8487653 8.2921698 9.5322700 8.0956671 9.9743439 12.8632312 13.4389704 3.6381665 11.0309881 14.0018817 10.8886034 NA 2.1356662 NA NA 6.5563267 13.7601561 8.4363992 7.4485483 10.8089743 -1.4492963 7.7722902 9.1080037 10.1644923 9.9648595 7.0183081 11.5959505 9.7231304 11.8397130 10.2733353 6.3644831 10.5218870 8.7926859 5.2121958 8.5369430 10.0570103 -0.44760000 0.00277450 0.42805000 1.22230000 0.41238000 -0.00210460 -0.01111400 0.38105000 0.32125000 -0.01374300 -0.00235530 -0.01211000 -0.01211000 -0.44760000 -0.44760000 -0.44760000 0.00277450 -0.44986000 -0.44986000 -0.44986000 -0.44986000 0.00152550 0.41498000 -0.90813000 -0.90813000 -0.97370000 -0.00415460 -0.00415460 -0.00235530 -0.00926660 -0.00926660 0.00083195 0.00083195 -0.01064600 0.39811000 0.00833510 0.32125000 -0.00235530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.373 0.373 0.381 0.381 0.000 0.000 0.321 0.321 -0.448 -0.448 0.000 0.000 0.401 0.370 0.000 0.000 -0.450 -0.022 0.000 0.000 0.429 0.429 0.000 0.000 0.412 0.412 -0.860 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.373 0.373 0.381 0.381 0.000 0.000 0.321 0.321 -0.448 -0.448 0.000 0.000 0.401 0.370 0.000 0.000 -0.450 -0.022 0.000 0.000 0.429 0.429 0.000 0.000 0.412 0.412 -0.860 0.000 0.000 0.000 0.000 0.000 7.1129451 12.1748128 9.4873406 12.8215821 9.2938542 NA 2.4575943 9.5229646 11.0803773 0.1356662 10.2700916 4.2231290 9.1062504 13.1473002 6.8314732 7.3122540 6.9300809 8.4858679 7.1506155 8.8033682 11.9277777 8.9811554 4.3580586 8.7843224 9.9132000 11.2539575 7.2718020 9.4187537 11.7898537 7.3418657 12.1469985 1.8726318 6.5563267 8.5563275 9.1791482 10.6070018 9.418754 9.880499 8.573071 NA 10.695680 8.124350 6.700449 10.412953 4.760157 10.100006 9.470311 6.427219 6.172756 9.566118 6.475515 13.232216 11.357454 9.778920 12.925674 13.463592 6.172756 8.560532 9.963802 7.843025 9.692810 9.292170 5.120559 4.779522 13.412953 8.297217 11.155488 3.305591 3.305591 10.250275 7.930081 12.551231 8.963273 13.881585 8.931164 8.072303 6.396694 10.621495 10.441347 16.090096 11.271926 10.676762 14.556875 11.319507 1.135666 10.738673 8.746690 9.298057 8.851055 8.261509 7.611399 9.665746 12.744844 9.783723 11.271161 4.135666 5.605986 6.338604 14.709742 10.684808 12.038417 5.605986 NA NA 9.331243 12.296482 10.446884 8.030483 10.954780 11.6080176 12.5771397 10.7243799 10.4394460 6.6381651 10.9811553 10.0101343 4.9082557 9.7174936 15.0113529 6.6434594 6.1281325 12.2811474 9.4961465 11.7143524 9.9197548 1.5507037 12.6539086 5.7846113 5.7891084 7.9343856 9.3451187 9.1440938 10.7531327 9.1506155 8.7466900 6.2718010 11.4808857 9.8624511 9.7130942 11.0767129 10.3804255 10.1276595 9.1846061 0.1356662 10.5559764 8.9440933 12.4831630 8.5730708 6.1356662 8.8021851 8.8201684 12.2576304 5.3188880 9.4040124 4.4086847 10.9910529 10.3720781 10.8366829 12.9012967 11.2621546 8.4394461 10.1520093 10.8171965 10.8481923 6.4272190 10.3143301 9.7789202 2.0101353 2.8726318 -1.4492963 8.8151453 10.5956126 8.7429955 1.7206287 7.7722902 8.0664025 10.2468009 TCGA-B0-5104 90 1 2752 NA kidney stage i t1 n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 1.421869e-06 6.589149e-07 9.4583283 10.7925278 8.1370695 -1.6144033 10.1839976 8.2586927 12.6889497 NA 2.6664839 8.8500715 9.7303764 8.3798791 10.9117804 8.2879007 12.1683192 9.6569888 11.2359060 9.3812929 2.9704856 10.2551196 7.7842697 6.4569884 11.6078678 NA 5.3043906 NA NA 10.4408081 9.8372520 7.4756378 3.0293822 8.2294466 9.5327307 11.0674229 10.1973017 10.4271849 8.0737758 4.8117895 3.7430733 10.4956828 5.1928806 10.1172691 4.5753486 10.1320401 10.9970116 NA 10.9508658 9.8878603 9.8818802 11.2685508 8.2954186 8.2481629 10.8361261 8.6835884 8.0737758 4.7430787 -1.6144033 9.5666780 8.3469755 NA 6.2435072 9.4966615 0.3854863 10.7630074 11.1303595 5.3855242 11.9355498 12.2069011 12.0812977 10.3527520 16.2294901 8.2403940 9.7996825 4.8773811 9.8648007 6.8572010 4.9401151 2.2335200 9.9285576 9.9997754 8.5225168 9.8382818 7.8953008 8.0772692 8.5135200 6.9779828 13.3445768 10.2411729 -0.6144033 11.7864051 11.6870319 6.7119546 NA 2.5554481 11.8345454 8.3784639 9.9429895 9.5498041 7.6893062 11.2174267 9.1395782 11.4839230 2.6334545 9.1108920 NA -1.6144033 10.3375388 4.7253758 8.0980526 10.2837492 9.7578467 8.2818582 8.5327307 8.4258155 11.6761695 9.5441355 10.1553636 13.5158147 2.7778510 11.4189676 11.0630251 9.5585782 8.7583908 10.3577875 -0.6144033 3.5949784 3.8449580 NA 8.6358240 13.3658438 8.8222372 12.8781926 7.7756946 9.4299199 2.2924284 7.1766888 10.7350834 11.3534724 10.4340126 12.6935703 9.3177405 8.9648416 10.9208011 3.9090914 5.2057053 2.1928885 NA 9.3051340 13.4396212 9.8444450 10.1198120 9.5710207 5.8933209 10.2879008 8.1520546 9.5796608 13.1079064 9.3331627 5.3043906 10.3342652 10.7837350 9.3125629 12.1306748 11.8288578 10.8449573 10.1345571 8.5541226 5.1768174 11.3170020 9.0455216 10.8349323 9.8977724 8.2278758 -1.6144033 7.5428725 10.9193421 10.3513208 9.5204205 11.4044213 9.2727464 11.0625847 8.6709278 10.5485463 11.4374144 10.4016375 8.0978810 3.1928885 6.3742101 10.7638206 1.9704856 10.5700912 7.8753734 7.3939541 12.3047615 10.3809396 9.8144093 10.2826148 11.1582527 9.7799883 10.8387578 9.0517497 10.4868449 9.7175623 2.0859685 11.1777059 6.4078932 -0.0294408 6.1134463 5.6709281 10.9518176 7.2497117 9.7108312 6.7265329 5.1404147 NA -1.6144033 11.2792064 9.9208011 11.3197694 11.4117033 8.3103383 9.2675496 7.0230202 11.3389947 10.8838763 11.4230727 9.3742103 10.6125399 12.1687286 -0.6144033 7.5949792 -0.0294408 -0.6144033 9.8658110 9.0084928 8.8408528 9.1151464 9.8863675 15.1828579 14.0853692 1.1928885 10.8065386 12.4299198 9.6772720 -0.0294408 3.4729946 -0.0294408 -0.6144033 8.0275776 14.0008105 9.5250772 8.5250772 12.0001206 -0.0294408 8.6119381 8.9983388 9.4502685 9.2255167 7.7670688 11.8243176 9.8813808 10.7711185 9.0354196 6.9012253 9.9401146 9.2674045 4.2141093 7.5032207 9.6604862 -0.00046359 0.48234000 0.00763920 0.02679500 0.02651400 0.00000000 -0.00650500 0.00958830 0.00805670 -0.00440850 -0.00653730 -0.00304750 -0.00304750 0.01293400 -0.00046359 -0.00046359 0.48234000 -0.26324000 -0.51228000 -0.52757000 -0.00061980 -0.00110870 0.03976100 -0.00083160 -0.00097017 -0.00167660 0.00000000 0.00000000 -0.00650500 0.00291330 0.00291330 0.00527490 0.00527490 0.00124810 -0.00287050 0.01132500 0.00805670 -0.02887800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.418949 12.131830 9.199307 14.591014 10.461339 -1.614403 3.243502 10.000696 10.583971 1.970486 8.783200 7.599845 9.741978 11.927832 7.224729 7.572878 7.040161 6.555451 7.947768 8.484874 11.183390 9.744177 3.472995 8.706326 9.712517 10.518668 9.034782 8.110040 11.582589 7.756213 11.895116 3.140419 5.316262 6.647621 9.156190 10.791199 10.5447664 10.5218761 8.1619587 NA 10.9754109 8.6824420 5.6143447 10.7775747 4.8117895 10.0689591 9.3932538 5.7164422 6.4569884 10.6046942 6.7253758 13.4556886 10.3592231 10.2879008 14.0828463 12.0441835 8.2341487 8.4610050 9.8175456 7.3043887 9.6812946 9.1078123 4.8773811 4.6523144 13.1328796 8.3742105 9.7359124 5.1668841 2.9090818 9.7762322 9.3043890 13.3275820 10.4626753 13.5158147 9.3925529 8.4367349 6.0957114 8.0275776 12.6855922 15.1062376 12.6935703 11.5180254 12.5513749 10.2905366 NA 11.1091867 10.8813808 10.5038180 8.2788272 9.3125629 8.1520546 10.0365774 13.3701222 10.4254728 11.6798593 2.2924284 6.0075768 3.9090914 13.2642731 11.6099797 13.2452546 7.2497117 -0.6144033 NA 12.0931005 12.5945221 11.7168332 7.5604513 11.1983047 11.5188285 13.2023594 11.2359060 10.2551196 6.1668861 12.0554073 12.2989762 5.2435053 10.4726570 13.8142389 5.1928806 7.6334530 12.6337809 8.6961385 11.4843803 11.2106833 1.5554726 14.0504174 6.2205022 6.3570699 10.2161915 9.4782828 9.2597386 11.0269001 9.1693425 9.0257708 4.6709253 11.3486024 10.8209355 10.3862300 10.3221636 10.3280403 9.9877606 11.6542139 -0.6144033 10.1121696 8.7006752 12.4834081 9.4907795 7.9910053 9.5710207 9.3773806 13.1485824 4.4078965 9.0693977 5.1134463 10.9193421 10.7564855 11.3440784 12.3047615 11.3451655 9.6587385 10.4868449 10.7295442 11.1163227 5.5554511 9.7911990 9.3932538 0.9704856 5.0437382 -0.6144033 10.7245406 11.8009519 9.9539569 4.0579527 8.6119381 7.8793811 10.2516455 TCGA-B0-5106 64 1 1598 NA kidney stage i t1a n0 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 1 2 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.7018949 8.1473978 13.5395100 -1.2405885 6.1940082 0.3443740 -1.2405885 10.3391677 10.0936537 7.8494927 4.7135749 8.8796182 9.5954307 10.6316705 11.4377604 10.2999928 9.8421948 4.8037747 11.3948718 10.0942123 6.5985841 10.9881990 5.3139677 11.0282147 10.7258858 3.0813055 12.1531730 9.3620793 10.3588283 10.2617150 8.0096786 2.6662794 9.9003251 8.7212787 8.4906993 5.9590537 0.7594115 9.6404944 8.8770233 1.0813396 7.0902977 8.6204673 3.7593796 11.1045083 10.2740945 6.2750797 10.7607463 12.6417368 10.6767524 10.1141808 15.2018866 8.5667353 10.4331311 5.5008467 9.8194008 7.6297449 6.8886629 3.3261922 8.3311328 9.7523188 9.0528519 9.8207516 8.8613562 7.9590526 9.1058941 7.0401516 12.9724086 10.8136455 NA 11.3713273 10.7650470 7.4770572 NA 6.0073076 11.0252884 8.4441291 9.7201064 8.3869144 7.7106653 11.0232364 8.7706077 10.6347458 4.0813055 9.2849011 NA -1.2405885 9.5731615 6.2671743 8.8963715 9.1887871 10.7157566 8.2671748 9.3583633 9.3320806 11.6797034 10.0360864 9.8024076 11.7341534 2.2188122 11.1450514 10.7604366 10.0953290 10.4238276 10.0325932 -0.2405885 3.6662680 3.2188122 -1.2405885 7.8200762 14.0360501 7.2790162 11.4652287 8.0238231 10.2002496 5.5275646 6.6481231 10.6703978 10.8308428 9.4761998 11.4408626 10.4175919 8.3996253 11.3525380 4.3740935 3.6173573 2.9292987 1.0813396 9.9211422 14.0554362 9.9839850 10.6087855 9.7544408 8.2126510 10.4736259 8.4050389 10.3135471 6.7018956 9.9657843 6.2431968 10.4271661 9.6220178 8.7706077 11.0522771 12.8296691 11.0967235 9.4873008 9.0386658 2.2627338 11.4401794 8.9318080 9.7962408 9.9274257 8.2572322 2.4598250 8.5176036 10.9386675 6.7597750 6.8279968 11.2384027 8.3004770 10.8254696 8.4821880 9.6343617 11.1940086 9.7229989 8.3036493 5.1344181 9.0155890 10.3154074 0.7594115 9.2641993 8.8160182 7.1940082 12.7251646 10.2147076 8.7092072 11.0267523 10.4796247 9.0296757 10.7007948 8.8160182 10.7302053 7.1473973 3.0813055 11.3901025 6.0813077 2.0813055 7.9857924 4.7817479 10.2681656 5.6901181 10.7535394 6.8424874 5.9881984 -0.2405885 1.5667178 11.0252884 10.4180381 11.2077548 12.1103196 7.5008475 9.0699932 6.5112593 12.4503605 10.6700231 10.9839851 9.1125271 9.9959925 11.3060337 NA 8.1081083 0.3443740 0.7594115 10.1570550 8.6557128 8.9355534 8.2126510 9.6967542 13.0095307 13.3294733 5.5142675 11.1623924 13.6657073 10.2401706 1.5667178 4.5142675 1.3443172 -1.2405885 7.2552354 15.5079270 10.3424632 7.9417748 11.8616842 NA 8.9392895 8.9465592 9.2691554 9.5699520 7.0813087 11.0084938 9.5084118 11.0182408 10.1333330 10.0302596 11.4684642 9.3860019 5.2247002 8.7680751 10.1025661 0.00044801 0.00000000 -0.00517620 0.47334000 -0.01262900 -0.00820960 -0.01125100 0.00133310 0.00230440 0.04976900 0.04976900 0.03646600 0.03843400 -0.01049800 0.00508210 0.00044801 0.00397050 -0.00517620 -0.00517620 -0.00517620 -0.00517620 0.00272080 0.90807000 0.00086445 0.00086445 -0.02977000 -0.00157790 -0.00157790 -0.01125100 -0.00296270 -0.00296270 0.00272080 0.00272080 -0.51216000 0.45115000 0.00883810 0.00230440 0.04976900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.451 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.455 0.469 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.451 0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.455 0.469 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.267174 11.432469 9.447631 12.444567 10.064872 -1.240588 2.566742 9.695282 11.274587 1.344317 8.329236 4.374094 9.161326 13.293501 7.765005 8.814663 5.988198 8.304345 8.466740 8.336809 10.783135 9.953522 5.431807 8.253236 9.684193 10.834859 8.101455 10.834525 11.914831 8.466740 11.904176 2.566742 7.049399 8.028507 7.112527 10.781748 10.5847367 10.3311330 7.8886635 -1.2405885 11.2753266 8.1623923 6.0722623 10.5751639 2.2188122 9.8763741 9.6557128 6.8037747 7.4563478 9.9797587 6.9392889 12.6858617 10.3896475 10.1152820 13.2529231 13.3551623 7.3518377 9.8963715 9.9103969 7.5763642 9.4247164 9.3555700 5.7706071 6.1430852 13.5641164 10.0126370 8.9627283 4.2512343 1.9292987 9.8341909 8.9821753 13.4030675 10.2873460 11.7341534 9.3759291 7.1814455 7.7812489 11.0545754 10.3823473 15.4908983 11.4408626 11.5033732 13.7014825 10.8682315 1.5667178 11.1070018 10.0214751 10.7636008 9.2054297 8.7706077 7.9116652 9.7452224 12.5046345 11.1194044 11.1895716 5.3139677 4.9492034 3.0073032 13.9914640 10.6036938 12.6753531 6.7309238 0.3443740 -0.2405885 8.8822083 12.5799582 11.2248192 7.1645218 10.6625091 11.0682882 12.6126899 10.9776348 10.6181385 7.0493988 11.1525026 11.2888109 5.9590537 10.5012687 13.8136247 6.5985841 7.8731223 12.9329225 8.7593802 11.6285886 9.9989789 3.6173573 13.2651299 7.1248719 6.9688338 8.6620873 10.5570419 8.7996702 9.8421948 7.9417748 9.3278021 7.0947702 12.0827167 9.9953946 9.7113935 10.4375403 9.9845878 10.4753423 11.0459381 3.1516965 10.3182793 4.1856446 13.2077329 8.6420235 7.0540008 9.7544408 9.5278625 12.6524923 6.4940907 9.0214753 4.2829438 10.9386675 11.0841235 10.7681591 12.7251646 10.4987390 9.3339740 10.7302053 10.6146382 10.6336433 7.4974727 9.9399112 9.8030912 2.6662794 0.7594115 5.2829438 10.4650128 11.6552320 9.0378297 2.5667421 8.9392895 8.0902972 11.1259758 TCGA-B0-5107 65 1 927 NA kidney stage iv t2 n0 m1 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 4 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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NA 10.8519644 10.3059482 3.5090370 12.0568194 8.0565228 11.2924110 10.2695630 7.3897957 8.3104324 10.2891128 10.0154631 8.0277639 1.8085910 1.3935809 10.1841777 9.7598800 2.2680151 6.9785206 10.2816415 0.3935260 10.8128157 1.3935809 1.6159341 8.7627335 11.1014920 12.5256290 8.6942917 16.8075272 7.9404522 8.7094619 4.2348615 10.8787162 7.2348596 3.3321637 2.5815441 10.9545274 10.0137775 8.8652331 10.3004483 9.0493865 8.0612605 9.2285554 6.2515392 13.6881785 11.2134707 NA 11.1203436 9.9181256 7.4196198 NA 7.0706899 11.9632552 8.3727449 10.8468284 7.2094748 10.2322365 11.9800848 8.5159545 8.4986805 1.3935809 6.7801395 0.3935260 -1.1913266 9.3670161 4.2680301 8.1792826 10.0223071 11.3181229 8.5817346 10.7851594 8.1055115 11.6183172 10.0265529 10.7218587 12.8095635 0.3935260 11.7376206 9.9760134 10.6739419 10.9956380 9.7937257 NA 2.8960587 2.9785251 NA 8.9996545 15.1931261 4.2348615 9.4685913 10.3617446 10.6379216 4.4810212 7.9430217 8.8706415 10.5932301 11.8356373 11.2015244 7.8281860 7.2264478 10.9427007 1.9785251 -0.1913266 4.8529876 NA 9.7801388 14.5560540 10.1462172 11.3156465 7.9735022 6.5020823 9.6950539 8.2285556 9.9015770 5.6665777 9.1009170 6.1749177 9.8967474 9.2158630 7.0277634 11.4173121 12.9613554 11.2577439 9.5517467 9.4850373 2.1548424 12.6148428 9.0624429 9.9138491 8.4774802 8.6650207 -0.1913266 6.6665762 10.9000307 3.3729799 8.7339569 10.3453282 7.4306474 10.2959329 8.0823907 9.9190786 12.4643496 9.9236389 9.6971026 5.5500634 9.1495581 9.9455863 1.6159341 5.4668065 7.8254034 5.0753829 13.4825116 10.8068331 9.6904740 9.9513405 11.6946729 8.0986143 11.2011354 9.8351188 9.7079521 7.0565228 -1.1913266 11.0508762 1.9785251 1.8085910 8.4233050 2.8085910 9.8071857 2.9785251 7.7003787 7.9360996 5.0753829 0.8085910 -0.1913266 11.8140444 11.1420302 11.2427022 12.0022746 7.6414853 8.5311467 7.2127580 8.3163897 10.8652330 10.5601393 8.6712325 9.7865906 11.5860561 4.8085961 10.5236993 -0.1913266 NA 10.0198752 7.1836344 9.5279840 9.4324768 9.6319626 11.8101794 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12.8012540 7.5932298 2.2680151 8.5055627 8.3784509 9.6751016 TCGA-B0-5108 54 0 NA 911 kidney stage iii t3a n0 m0 19-3-2015 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.8452399 11.0386205 9.6350324 8.8250574 3.1386179 11.2782620 9.2115732 9.5429665 9.8491337 6.7657734 -1.4142683 8.4360515 11.1867066 7.4309467 7.0989206 11.5442359 8.7793897 11.1982723 8.4562291 10.3052533 11.8453135 9.8432523 8.3764575 5.6411472 7.7432113 10.4840880 -1.4142683 9.3357338 9.5480376 7.7607905 12.8654751 10.3035409 8.2741149 11.0889448 9.5956931 9.6068443 10.7581294 9.0089804 10.3903989 7.6600059 2.8338009 11.4179633 7.1708274 4.1094274 6.9390114 3.7953202 10.4527570 6.0121284 11.6024395 7.1176358 6.3273317 NA 2.0453032 11.0699321 10.4711795 11.1461973 11.2988213 8.0797200 9.0046236 5.8973857 12.3633253 10.5816316 11.2021836 9.0666546 9.9957857 10.8692423 NA 8.0615980 NA NA 10.2106599 9.0595702 9.2143099 8.7953179 9.2697364 14.5674986 13.5903044 7.3507359 11.0939068 12.4345852 10.4650647 -1.4142683 4.1663137 0.1708224 NA 7.1442850 14.7540077 8.7482559 8.4171715 12.1116299 -1.4142683 9.1509665 8.9282836 9.4132071 9.2170416 7.6573270 11.2149934 10.0802201 11.0524508 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12.734500 7.109661 NA -1.414268 11.911310 12.806470 11.568997 7.638432 10.880198 11.610485 12.792345 10.823672 10.537513 8.150014 10.308245 11.905819 5.630260 10.388785 12.742027 3.795320 8.727971 13.281566 8.699606 11.670175 10.573484 1.170822 11.912996 5.987939 6.551648 7.755539 10.345337 9.123083 10.324379 8.687840 9.053246 7.471561 11.998434 10.463149 9.743211 10.602325 10.555611 9.471561 10.629575 3.755785 10.473466 7.733070 12.822324 9.187635 7.528379 10.069680 9.663942 12.572684 7.654642 8.180189 4.468505 11.186707 10.789518 10.748571 12.865475 10.694389 9.622725 10.390399 10.855576 10.933549 7.185777 9.637073 9.926271 2.393224 2.045303 NA 11.630600 11.000740 9.709986 2.585876 9.150967 8.037076 10.375398 TCGA-B0-5109 69 1 587 NA kidney stage iii t3b n1 m0 19-3-2015 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 1 2 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5840291 6.6304535 11.3110279 6.7295623 10.8215949 9.2523426 6.7235627 8.4109969 9.8658401 7.1565220 13.1935438 11.4963723 9.6762071 13.4049770 12.8500626 8.4350576 9.6424261 10.4011651 8.1808068 11.3328648 9.4341397 7.5648651 7.5136400 14.4471101 7.2761039 8.1386005 9.1687157 9.5197107 10.3770052 8.3303997 13.6072753 9.8867932 12.9123990 8.9001516 8.3808216 4.4680098 12.6252343 10.4930702 15.0564759 11.5591649 11.4614299 15.0082713 10.5811293 3.3402347 10.0834589 9.6376490 11.3316328 8.8025141 8.5188451 7.6808581 10.8208928 12.6522293 11.0331150 12.5052504 7.6808581 8.0478933 8.4802304 13.9204174 11.0325086 12.2911387 8.9343154 1.1386179 NA 11.3609123 13.5019139 11.8576726 7.7474096 10.3175141 10.894823 11.529414 10.010198 10.382726 7.735536 9.438724 12.371261 6.409130 9.988475 12.830451 4.431382 8.108994 12.393859 9.298472 11.252863 10.174774 1.138618 13.630103 7.732313 8.296452 7.521648 9.177519 8.120453 10.010198 8.021243 9.078767 5.503174 9.606206 9.898156 8.353890 9.444206 10.185179 9.798953 10.080528 5.747409 9.943377 7.238737 12.037953 8.742968 5.584857 9.382726 9.204894 11.997980 10.364531 9.175323 5.747409 11.092506 10.564865 10.478005 12.730777 10.498789 8.412862 10.180260 11.195780 10.117202 6.693189 9.334342 10.623222 3.208985 1.401630 2.401630 10.396931 10.303693 8.906785 4.598032 8.856962 6.759186 9.441468 TCGA-B0-5110 71 0 NA 1092 kidney stage i t1a n0 m0 19-3-2015 female 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.0248693 3.7748925 10.4476994 5.7748925 10.2536888 4.3203258 10.3561942 11.0737285 2.9577475 11.2323282 9.9361258 10.0248701 10.8927105 8.1161854 7.9577562 10.7135877 9.0702576 7.7403643 6.8462087 0.1504297 9.7259402 8.5470059 0.1504297 5.6315263 8.7202566 0.8873693 10.4050360 9.6614947 6.9790662 10.9235237 15.1595735 10.9243643 10.6125624 15.6079422 8.7552632 10.2925080 5.0572900 9.5333852 7.2200745 7.8181041 2.0248870 10.0677730 9.5268883 8.9108439 9.4663053 8.4109287 7.6422539 9.1324439 7.7651110 12.9172059 10.1314925 NA 11.6185159 10.1787583 8.1371910 NA 2.6528995 11.9964137 7.9383034 10.0442082 7.7303451 6.6687262 11.8366097 10.1819873 11.9558950 3.6947242 9.5484320 -1.4344028 NA 10.3443370 4.2092974 8.7202566 9.7478328 10.0692642 8.8726392 8.5555424 9.2092947 11.6435910 9.4288505 9.4288505 12.1589463 2.4723318 11.6692606 11.2427177 9.6077819 6.4480816 10.2663116 NA 1.3727850 4.1503972 NA 7.8737775 13.6492917 8.7328566 12.2761373 7.5050176 9.0612934 3.8508394 6.5254409 10.6070976 11.2615366 9.9064012 11.8533009 9.6798316 8.2038746 10.6152871 6.9185854 4.7151850 1.7353489 NA 9.2788251 13.5726410 9.3935749 9.7954588 10.0786725 7.7403643 10.9257369 7.8014529 9.6220694 12.3418715 9.2484331 8.5878064 10.7201427 10.0212794 9.5261645 11.4292376 11.7016286 10.4496090 9.2727977 8.3967456 2.7725402 11.0264063 9.1792279 10.7356765 9.4798237 10.2942094 NA 8.6647865 11.1562594 11.4685107 8.5503697 11.5432550 9.3418715 11.7128024 8.3760103 10.3999096 11.1473452 9.6555509 8.2175308 5.3856174 6.8038431 10.7924527 NA 9.6641287 9.1893200 8.0532786 12.8183256 9.0279408 8.5167232 10.7933552 9.8186951 9.5268883 10.3776158 8.9130599 10.5773645 7.8181041 2.2658869 11.8613509 8.8403990 2.5654266 7.4932166 4.5427162 10.9317607 6.9185854 10.4509938 5.7915614 4.9052883 -1.4344028 0.1504297 10.6180065 10.2946343 11.2020631 11.0890005 8.5640290 9.5275609 6.3510541 12.3825221 10.6200428 11.6050430 9.1084704 9.9333991 11.9601691 NA 7.6070980 -0.4345978 0.8873693 10.2680441 9.3236617 8.7626551 8.8121792 9.2959087 14.3796955 14.5714577 1.3727850 11.7697039 12.2332153 9.9932751 -1.4344028 4.1662414 -1.4344028 -1.4344028 8.0000665 14.0930071 8.9185854 8.9251880 12.2159293 NA 8.8322251 8.9670115 8.9673845 9.4054295 8.3102724 11.3800209 9.6091494 10.9133367 9.8027740 8.5181799 11.0381293 8.7240482 5.5957752 8.1021132 9.1984337 0.00164380 -0.00110870 0.00000000 0.48992000 -0.00207840 -0.00166290 -0.00567310 0.00666530 0.00777830 -0.00401620 -0.00401620 -0.00401620 -0.00401620 0.00221930 0.00221930 0.00164380 -0.00110870 -0.50474000 -0.50474000 -0.50474000 0.00638710 -0.00185180 0.00352500 -0.00055444 -0.00055444 -0.00166290 0.00669270 0.00669270 -0.00567310 0.00110930 0.00110930 -0.00816240 -0.00816240 -0.49892000 0.00903120 0.01908300 0.00777830 -0.00401620 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.789440 12.348744 9.017680 12.046607 10.428850 NA 1.565451 9.413279 10.683082 1.150430 8.449609 6.548432 9.506486 10.533745 7.104598 7.987503 6.774892 8.207490 7.316983 9.159763 10.519998 9.820467 4.024869 8.528335 10.089490 11.001369 9.028963 1.887369 12.082247 8.671347 11.714052 3.089007 6.799059 6.417188 7.565439 11.133395 11.038129 10.627822 7.490251 NA 9.774283 8.892991 4.813366 11.287392 4.905288 9.728459 9.473080 6.209295 6.668726 10.327405 7.388806 13.389701 10.005269 10.469697 14.018548 13.065845 8.283115 9.551992 9.652901 7.289952 9.602986 8.747833 5.320326 5.293359 13.213403 8.915273 9.719624 5.694721 4.057294 9.896915 9.708822 13.802275 10.240513 12.158946 9.607782 8.102657 6.043358 7.429624 10.955339 15.878685 11.853301 11.906957 13.663800 11.322620 1.372785 10.487279 11.131017 10.440804 9.203874 9.526164 8.185658 9.971644 12.914789 10.470449 11.565615 3.565439 4.813366 6.057292 13.736673 11.070754 12.835807 7.516724 -1.434403 NA 11.278825 12.578238 11.690351 8.198434 11.381822 11.369973 13.325223 11.431365 10.235209 6.730345 11.555365 9.938847 6.626134 10.588846 15.136732 5.774892 8.071250 13.400726 9.076203 11.925462 11.064786 3.472332 14.408599 5.068787 6.024869 9.903718 10.490993 9.300994 10.393575 8.010453 8.791851 6.995891 11.673636 10.197070 10.518907 10.013555 9.864646 9.668726 11.799058 2.024887 10.005269 8.534105 12.625507 9.558377 8.246677 10.078673 9.255830 12.888493 4.024869 9.142867 5.725310 11.156259 10.623768 11.255000 12.818326 10.942378 9.913060 10.577365 10.399119 11.042650 6.127681 9.277965 9.305219 3.089007 7.809493 NA 10.384021 11.254456 10.392781 5.598862 8.832225 8.228997 10.295484 TCGA-B0-5113 69 0 NA 359 kidney stage iii t3a n0 m0 19-3-2015 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.55930596 9.28955762 5.38421908 9.30192825 7.55155678 6.87296662 2.50041966 8.90778118 9.59094684 8.71311118 9.49476560 8.30500424 7.51483159 9.39291885 7.46894167 12.11126131 10.64464558 NA 11.69812626 11.08413305 7.59994779 NA 4.28800412 12.00070878 7.56444905 10.56573216 9.38639905 7.23737825 11.76107979 10.47816916 11.20868118 3.47442306 9.66663518 NA NA 10.08465893 5.47441657 8.61241738 9.01780029 10.85785950 8.76205941 8.84259266 8.70265270 12.24209790 9.46688341 9.51416685 12.72399739 2.23738016 11.68990592 11.53576774 9.98028870 7.34291203 10.35446428 NA 1.88947354 2.67795919 NA 8.35037569 14.33620889 9.78757498 11.42526008 8.12525124 8.94867618 4.23738016 6.61984728 10.94226956 11.35446428 9.90271381 11.89150748 9.39724914 8.66962139 11.11301751 6.54376497 5.41870607 1.59993664 -0.57003596 9.98028870 13.97507787 10.08197149 10.18072995 9.70905296 8.05573199 10.72951717 7.88534984 9.38946700 9.82072928 8.88123390 5.58989529 11.50264626 9.91383875 9.68446110 11.52492531 11.69622383 10.69475869 10.05344726 8.88137830 3.51153129 11.03272179 9.38712491 11.22991160 9.86725480 10.09091018 -0.57003596 9.33916590 11.10443587 11.90823386 7.90770008 11.47833948 9.06664759 11.88599220 9.16557885 10.11126128 11.70919817 9.47305020 7.98217334 6.35483472 7.16473299 10.91081307 NA 9.85418925 8.22281325 8.01310545 13.13932216 9.35037569 8.53985362 10.56091515 9.65281773 9.21138265 10.57124240 8.94572269 10.64919141 8.52410051 1.75193497 11.31514730 9.35483538 2.33691175 6.61984728 4.21138606 10.15709248 6.31266517 10.11475834 7.40850468 5.37253775 -0.57003596 1.23738016 10.60526060 10.14555595 11.39976914 11.10244824 8.19157400 9.39576396 6.73106238 12.12775069 10.42331512 11.91761174 8.98461185 9.90220596 13.12508804 NA 8.03364930 1.75193497 0.01492654 10.08778794 9.80397561 8.52013541 8.76093979 9.02528050 14.44201447 14.28581605 4.59994854 10.89354727 13.24815567 10.18741295 -0.57003596 3.55930825 0.43007113 2.33691175 8.47987159 14.66717684 9.31800495 9.07748122 11.58658007 NA 8.39002489 9.29903832 8.88535015 9.59994798 7.86465108 11.49476565 9.97739943 11.27923251 10.35727498 7.76764487 11.36978577 8.62354830 5.27613930 8.18512767 9.43845151 -0.076812 0.220370 -0.068663 0.656820 0.291830 -0.079077 -0.085457 -0.088639 -0.095016 0.000000 0.000000 0.000000 0.000000 -0.076812 -0.076812 -0.076812 0.220370 -0.525320 -0.502870 -0.502870 -0.502870 -0.389060 0.245290 0.243890 0.243890 -0.079077 -0.393300 -0.393300 -0.085457 0.229160 0.229160 -0.389620 -0.389620 -0.399640 0.237210 0.258400 -0.095016 0.000000 0.000 0.000 0.229 0.229 0.288 0.288 -0.390 -0.400 0.000 0.237 0.237 0.000 0.000 0.258 0.258 0.000 0.000 0.000 0.000 0.229 0.229 0.237 0.234 0.220 0.220 -0.437 0.000 -0.389 -0.389 0.657 0.657 0.244 0.244 0.292 0.292 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.229 0.229 0.288 0.288 -0.390 -0.400 0.000 0.237 0.237 0.000 0.000 0.258 0.258 0.000 0.000 0.000 0.000 0.229 0.229 0.237 0.234 0.220 0.220 -0.437 0.000 -0.389 -0.389 0.657 0.657 0.244 0.244 0.292 0.292 0.000 0.000 -0.393 -0.393 0.000 0.000 8.2146577 11.8009827 9.2454063 11.9895195 10.7670872 NA 0.7519778 9.4600002 10.7606597 2.8894541 8.1562409 3.1304697 9.1103826 11.8983924 7.9077812 8.4229612 6.3900245 7.6516100 8.2048098 8.9228775 12.1252512 9.7073103 5.9298691 7.8604756 10.0315477 11.0292384 7.9574997 6.8688151 12.5522847 8.8362278 11.7534718 3.5593083 6.2692258 6.8562873 10.5615584 11.1380290 10.505836 10.546367 7.517486 -1.570036 10.430023 8.906769 4.559308 11.332963 4.733804 9.843122 9.446831 5.796346 6.751951 10.489029 7.324840 13.179054 9.527397 10.554144 13.296577 13.102338 8.140829 9.310372 9.178216 8.277080 9.186579 9.263704 5.856289 4.599949 13.012753 8.925878 9.830369 4.999878 2.336912 9.818040 9.906769 13.349864 10.002723 12.723997 9.726939 8.295756 6.918024 9.925378 11.431079 15.917455 11.891507 12.041509 14.159458 11.516491 2.517477 10.794705 10.103332 10.812647 9.561880 9.684461 8.680321 9.536586 12.609543 11.265481 11.492238 1.751935 5.059381 6.501485 14.574654 10.843122 12.993040 6.965298 NA NA 10.615518 12.629005 11.846022 8.052075 11.244004 10.907022 13.176065 12.056873 10.306924 7.807233 11.842460 10.950887 6.496112 10.845237 14.975033 5.211382 7.237378 13.034089 8.940787 12.379029 10.477488 3.430018 13.910214 6.046792 6.826627 9.654772 10.232943 9.187413 9.838353 8.699150 9.539854 7.063019 11.686526 10.660944 10.817232 10.127859 10.077931 10.106862 12.024697 3.184915 10.002249 10.203162 13.168667 9.519473 8.708472 9.709053 9.050041 12.801663 6.847875 8.542462 4.696812 11.104436 10.707310 11.094692 13.139322 10.745172 10.237780 10.649191 10.066194 11.225841 6.830902 9.567655 9.501485 1.237380 6.794246 NA 11.228900 11.406646 10.126121 3.856289 8.390025 8.199861 10.784272 TCGA-B0-5115 43 0 NA 797 kidney stage iii t2 n0 m1 19-3-2015 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.34889100 -1.49045616 NA 10.95418388 12.84828372 11.89365003 7.80660311 10.93464019 11.23099942 12.78559285 11.43931489 10.17235500 7.13904274 11.55373915 10.22092338 6.50968634 10.32226506 13.92426086 5.65943368 8.06427553 12.94707847 8.77998194 11.56140538 10.65879862 2.50969584 13.86110899 6.54701327 6.42854945 10.31977620 10.58148410 9.23590485 10.35830955 8.09652647 9.45000018 5.86723920 12.40705939 10.02587913 10.05754504 10.46424646 10.48302520 9.30653750 11.49178893 0.50964518 9.73670076 8.77998194 13.25369786 8.81003912 8.87928396 9.74689653 9.33266363 12.50156270 3.63896583 9.11052872 6.00953305 11.23824488 10.59549098 10.93699945 13.04051964 10.83555417 9.67647740 10.31945468 10.63961357 10.67144836 5.96911825 9.74868831 9.84172315 1.50969584 5.20540033 0.09464145 11.67176316 12.42109733 9.47041261 4.09464990 8.56632428 7.96501368 10.34059787 TCGA-B0-5116 52 0 NA 657 kidney stage iii t3b n0 m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white 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2.791731 11.925562 8.632055 12.176063 2.026198 5.903949 7.270331 9.654833 11.064027 10.6840594 10.4844066 7.7182972 NA 10.6581096 8.9651964 7.1880923 10.6066521 5.9137296 10.3508357 8.6844166 6.8387035 6.6700613 10.1774754 7.2588656 13.3648857 10.3235799 9.5922591 12.3691686 13.7052893 7.2660613 9.7287241 9.6186621 5.7486705 9.0418989 9.8251628 5.3481333 5.9522054 13.6905635 8.7404507 8.8854292 7.0530049 3.4047124 9.9533904 9.3544312 13.2059898 8.5544638 12.8014861 8.6526442 7.4524694 5.9487830 10.2468253 11.4281512 16.0560185 11.6438801 12.0474627 14.1658523 10.6965073 0.2892443 10.4946255 9.4591646 9.8754537 8.6872707 9.2693790 6.4524702 10.0765980 12.6292750 9.0804024 11.3065119 4.5371656 6.6642794 6.7757393 15.2513730 10.8823193 11.5848171 8.0309761 -1.2958363 NA 10.7790874 12.6344599 11.4467927 6.9757402 10.8254867 11.4482699 12.9961671 10.3199066 10.2934599 7.4724610 11.6117310 9.1544571 5.1305397 10.1399473 14.1690904 6.6642794 8.1860766 13.1394211 9.0607289 11.9386453 10.0563204 2.5116198 13.2735392 6.7144969 7.0618291 8.4935497 10.0418989 9.0318297 10.6294605 8.8654088 9.0171600 5.1472212 12.2089719 10.5228592 9.4296432 10.5692369 9.8641484 10.5918784 10.7435388 3.0261981 10.1477386 9.5953011 12.8488755 9.1294930 10.4193810 9.3217444 8.5216762 11.8191580 2.2892443 8.7473041 4.3189892 11.1461837 10.5695347 10.9601907 13.5642970 10.9637260 9.9372975 9.0574237 10.9399921 10.6104160 5.7042772 9.4449010 9.7890854 -0.2956592 2.7042744 -1.2958363 10.2769772 10.5774865 9.5513343 4.3481333 8.5560258 8.3318109 10.6372298 TCGA-B0-5117 40 0 NA 535 kidney stage i t1b nx m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 1 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3782680 13.4309873 4.3802584 11.2451545 10.6056785 9.5735663 7.0001544 10.1700797 NA 4.6147216 5.7685284 0.2927817 0.2927817 14.0462734 NA 2.8777639 10.4912405 11.4903194 1.8777442 6.8927079 8.0342625 10.5119640 11.0185878 11.5921838 7.6459423 5.2469933 11.5454609 4.5781960 4.3371901 5.6326463 -0.7072183 10.9669878 13.4095456 9.9992916 6.9221526 9.3521399 5.8473831 9.9148473 7.1876134 8.9680821 10.1422006 8.7460662 9.7522271 9.4060168 11.8146413 8.2871490 9.7440067 10.0601524 10.3102999 6.6326448 10.1286169 9.1610162 13.5895683 9.6936749 9.8367939 12.4949193 3.9366474 2.1001367 9.8222260 10.2836086 12.9972255 7.2851109 9.5046837 9.2235328 10.5560647 3.1996880 10.7624374 11.2664929 10.9052033 8.8489183 3.2927965 5.8005893 10.1883708 -0.7072183 3.9932396 8.8454646 6.3696113 12.1343599 9.4387276 8.1723785 9.6102080 11.2190915 9.8702243 11.3744188 9.6591177 10.9393542 3.2927965 4.3802584 10.0198651 8.4652231 0.2927817 2.4627329 11.0040366 11.5842540 5.6678354 8.9402540 10.6251902 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7.7190602 7.1507770 5.4220782 8.8005903 7.7274236 12.5043797 13.5717531 9.0839585 12.8173372 12.8459448 5.9792960 7.9792960 9.5735663 4.4627198 9.8251514 10.1422006 8.8702245 9.1382856 11.8304992 10.7289865 6.9510072 3.2927965 2.4627329 10.1723788 7.9687526 11.4198225 9.1272665 13.4309873 8.2382394 8.6700061 5.9722745 12.5783422 7.8739959 14.3165065 11.5921838 8.5642585 13.0934932 10.3716134 NA 10.0593244 9.5010298 10.0485177 9.1398529 8.2871490 6.2585792 9.4000125 12.1860970 6.6237118 11.4342641 3.1996880 7.8626510 7.7966211 13.3001855 11.1527185 11.8166025 5.2235345 NA NA 11.4233661 11.4555015 10.7568102 5.5022478 10.9766674 12.3550103 12.7515866 9.2469918 11.3669370 3.6147216 11.3914856 6.0872103 6.4924685 9.5155904 12.7842478 5.8005893 5.3151641 12.3203421 9.2927956 11.6662045 10.0880235 2.7522348 12.0226287 5.8196477 6.6765001 7.3588850 8.7021865 10.6618475 10.6754195 10.3507872 9.9308513 2.6147334 9.2970160 8.5525388 7.0741554 11.4288254 10.3317145 11.4412721 10.3789317 -0.7072183 7.8739959 3.3802584 13.4383727 9.0692285 8.9330406 9.3521399 9.9117407 13.8921272 1.8777442 10.5040754 9.4514052 10.2836086 11.8640741 9.5828143 12.1343599 12.8934053 9.5862671 10.9393542 9.6602102 10.6158503 7.9616806 10.7331456 10.6113383 NA 9.1795742 NA 9.5897116 11.3314539 9.3234626 0.8777442 8.9492203 7.8927086 9.7440067 TCGA-B0-5119 61 0 NA 59 kidney stage i t1b n0 m0 19-3-2015 female 2010 48 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.99868858 6.73073505 4.62781692 10.10012169 6.66294461 10.27775617 6.51149334 10.65080988 10.33915676 1.06301966 10.63415289 9.47100817 9.91426089 10.67497927 7.78868245 8.00163169 10.82366355 8.82709654 7.66294532 5.19231649 -1.52201189 9.46817375 7.72599739 1.64800518 5.62781692 8.88746069 -1.52201189 10.37288758 10.75884064 6.39693352 11.17501778 15.30469280 10.28260429 10.37099204 16.17282219 8.42935443 10.31372553 4.06302829 9.14872620 7.68752336 4.96992407 1.58909231 9.98982249 9.85254418 8.83231915 9.65984323 8.31569755 7.95785019 9.15049520 6.73545719 13.56184000 10.79095282 NA 11.61554136 10.41903308 7.08540022 -1.52201189 1.06301966 12.40954607 7.98189545 9.64924666 9.03649042 7.25285652 11.35497044 9.71049083 12.09336841 2.47806579 9.35228271 0.06308871 NA 10.20002341 6.14340566 8.51835967 9.62463848 10.16281841 8.44241068 8.56553282 9.27977817 11.58904080 9.42935464 10.19188597 11.99142735 2.64800518 11.11185293 11.00407991 9.94465614 8.80674487 10.07192781 NA 2.28543181 2.06301966 NA 8.45820932 13.53042561 8.01139947 12.51261090 8.05171685 9.63098838 3.43226461 6.76347266 11.26882560 11.29044773 9.69360282 11.49602307 8.59571288 8.10742634 10.84193083 5.66789496 4.81791995 0.06308871 NA 8.44673677 13.44385413 9.90223611 10.33059929 9.30541244 6.39095996 10.41875044 7.92928090 9.64183897 14.89481790 9.54617641 6.09278039 9.84956883 10.53741431 9.17329811 11.62543379 12.13091482 11.00896379 9.37742681 8.78845538 4.19971945 11.50078443 8.71288737 10.79491699 9.35765317 10.52587537 -0.52201189 8.79095282 11.25614699 12.64678740 9.15592148 11.63557466 9.11378800 11.33507889 8.93954924 10.15886892 11.10400694 9.61634171 7.91226004 7.10742634 6.30461873 10.50355546 -1.52201189 10.31372553 9.54684817 7.86177427 13.00212176 9.58463278 8.91790072 11.03935777 9.35381926 9.75361239 10.57112424 8.91374004 10.19231538 8.83562190 0.47809169 11.27248568 9.00554680 4.00163113 6.76347266 3.87038445 10.81206368 6.85310866 9.17360269 5.15727012 3.87038445 NA -0.52201189 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0.01056400 -0.03258700 -0.04658300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 -0.573 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.2503844 12.0835494 9.2732979 13.2679600 10.0259284 NA 1.2854022 9.6801937 11.0350548 0.7999991 9.6691290 5.3728859 9.0181980 11.5508724 7.1434057 7.4235135 6.2528565 8.9032857 7.8959224 8.9085223 10.7971774 9.4300830 5.1362816 8.6479948 10.1322583 10.6576680 6.6826407 11.3881504 11.4193009 8.9507606 12.2344052 2.6480052 6.7634727 7.1680673 9.8826793 10.8617741 9.9446561 10.5734668 7.6728270 -0.5220119 10.4377096 9.2354597 3.1219272 10.9813987 5.7448554 9.7943514 9.5114927 6.7354572 7.1888766 10.3050155 6.7588401 13.4321753 10.0573858 10.1706853 13.0504148 12.7944928 7.6629453 8.5114929 9.6990527 6.7634727 9.2934530 8.9868549 5.7164752 5.4892957 13.2707585 9.4731304 9.9684194 3.9699241 1.4780917 10.0545541 9.7576804 12.9171865 8.9809016 11.9914274 9.1046915 8.1309149 5.4903038 10.4910435 10.6951187 15.9147814 11.4960231 11.7098910 13.0951929 10.7463194 -0.5220119 11.0904776 10.4413272 9.8552804 8.7471964 9.1732981 7.9375015 10.0728609 12.9148464 10.3472781 11.6442329 2.7260028 6.1575491 6.7068883 13.8030657 11.3155007 12.4640896 7.3266928 NA NA 11.1698134 12.6099268 11.6804707 7.9333968 11.0184401 11.4470966 13.1250222 11.0830863 10.1385115 7.0517169 11.6668132 10.2437703 7.0133450 10.2516212 15.5068699 6.6629446 7.4948780 12.9544249 8.8938115 11.7492410 10.7366359 0.7999991 13.8008078 5.9171119 5.8617743 7.5266111 9.6297207 9.5101156 10.4369850 8.8256912 8.9354506 5.8089873 12.2701484 9.7336885 10.0946186 10.3274749 10.1434058 9.7795661 10.8579896 1.9374951 10.1487261 6.1074263 12.9379618 9.2404520 7.2396214 9.3054124 9.0856868 12.5188733 2.4780658 9.9477116 4.5441577 11.2561470 10.3845847 11.2333747 13.0021218 11.2512091 9.6783554 10.1923154 10.6700544 10.9969098 4.6278169 9.4667546 9.3706127 NA 5.9898225 -1.5220119 9.8693135 10.9774947 9.7407520 3.1785075 8.4088074 7.9354509 10.1513789 TCGA-B0-5120 72 0 NA 493 kidney stage i t1a n0 m0 19-3-2015 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 3 5 2 2 NA NA 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5830169 6.0605057 9.2909363 9.6687871 6.8528154 10.8773293 6.9860821 10.7381376 11.3037603 3.6641528 12.0761630 9.8144982 10.1075847 9.8907075 7.7615659 7.2169359 10.5833254 9.6251777 7.8918402 7.5539710 NA 9.6799786 8.8079119 2.6641642 6.5879185 8.8907075 5.4715094 10.0909116 9.9226504 4.6427824 12.2870269 15.7979191 10.6421069 10.6839078 15.8281824 8.4955541 9.2994984 4.7466137 9.5496705 7.6128641 8.2631913 2.6616128 9.1331969 9.8192695 9.0361225 9.3596890 8.3662243 7.8713114 9.5352435 6.9209864 12.9799691 10.5471562 -1.4231393 11.4393281 9.8893865 7.3012044 NA 8.5148000 11.4272683 8.0217057 10.1531752 8.3824347 8.0381700 11.5523596 10.0118401 10.0281647 1.8986340 9.0943601 NA NA 9.7553556 8.4955541 8.9807679 9.2805942 11.0016444 8.3792072 9.0554603 9.2943671 11.5323824 9.6628270 9.8941034 11.9028393 1.1616297 10.8334538 10.6275597 10.4087897 7.7187979 9.8672857 -1.4231393 2.3840498 4.2771293 NA 8.6956320 14.2213920 5.9860809 11.3670393 7.8198649 9.0914047 4.0029545 6.9732956 10.5000182 10.9807679 10.1955351 11.4197619 9.2331156 8.9924325 11.3069486 6.2060473 6.1541194 2.4835707 -0.4233328 9.1022117 14.1104463 9.4835814 10.4543583 9.5976706 7.6508320 10.4162882 7.7837048 10.2200916 8.3232052 9.4570396 6.2133162 10.8803203 9.6654789 8.6904328 11.4272683 12.3097061 10.4779348 9.7213491 8.9255405 4.3157256 11.5657304 9.1245491 10.7934366 9.4760477 8.8387857 -1.4231393 8.8941035 11.5301597 11.6981579 7.4915244 10.9279061 9.0503964 11.1300801 9.6052875 10.1574205 11.7994857 9.2596854 8.5294610 6.1312787 7.7491186 10.2740927 NA 9.7976737 9.1398869 7.1119661 13.5601298 9.7788146 8.5865193 10.5795057 9.4962990 9.4903282 10.8155731 8.7775894 10.2719191 7.1987426 2.4835707 11.4600977 9.4715086 2.5036286 8.1484435 4.6852169 10.3457021 6.9903184 10.5706694 6.3213220 5.0685418 NA -1.4231393 10.7267554 10.5066888 10.8750398 10.6671341 8.4925703 8.8186739 6.0234439 11.5065040 10.6073579 11.7823313 8.7340376 9.7800387 11.8648359 NA 7.9165405 0.5766672 NA 10.0514107 9.1465463 8.8804716 8.4300004 9.4925701 13.7092708 15.4757408 4.3580516 11.3105535 12.0376585 10.1109936 0.5766672 4.7264389 -0.4233328 0.1616942 7.2701776 13.6112318 8.2977898 7.8804713 12.1073409 NA 8.4608613 8.9750389 9.0735445 9.4470555 8.3349141 10.9641697 9.8821825 11.3471482 9.0943601 7.8481541 11.4028420 8.6292590 5.3938040 8.1551577 9.5467967 0.00151730 -0.45801000 -0.44836000 0.45070000 -0.00554570 -0.00042409 -0.00893440 -0.00291730 -0.01519900 -0.04848600 -0.04848600 -0.04848600 0.14823000 0.00151730 0.00151730 0.00151730 -0.45801000 -0.45950000 -0.45950000 -0.44836000 -0.44836000 0.00958010 0.00250810 0.00971940 0.00971940 -0.00042409 0.00109840 0.00109840 -0.00893440 0.00000000 0.00000000 -0.00194810 -0.00194810 -0.00180960 -0.00982670 0.01966900 -0.01519900 -0.04848600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 -0.448 0.000 0.000 0.000 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.448 -0.448 0.000 0.000 0.000 0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 4.843476 12.122862 9.138933 11.514800 9.854559 NA 2.483571 9.546077 11.020670 2.746614 9.638737 5.459333 9.109047 11.698710 7.468474 7.891840 6.791010 8.918765 7.428440 8.756600 9.958234 9.443970 2.576691 8.488083 10.044296 10.567149 8.222349 4.002954 11.894103 9.271049 12.013646 3.220547 6.852815 7.483581 9.924312 10.967934 10.357231 10.599405 7.582315 NA 10.357231 8.851651 5.068542 10.862960 6.213316 10.037147 8.778815 6.390472 6.771447 10.067542 8.034072 13.105633 10.137024 9.900308 12.997375 12.685705 7.030661 8.786144 10.004527 8.392074 9.511119 9.508906 6.206047 6.536693 13.311347 8.695632 10.284912 6.907608 1.746614 10.203312 8.744109 13.375821 9.681944 11.902839 9.313093 7.562532 8.698445 11.306524 10.953088 15.502662 11.419762 11.806711 14.361172 11.137262 1.576667 10.608737 9.816886 10.311400 9.076537 8.690433 7.791010 10.019634 12.539677 10.195535 11.205820 3.161646 6.459333 6.358050 15.170422 10.659838 11.981433 6.353650 -1.423139 NA 9.900871 12.543286 11.424474 7.852815 11.338242 11.859200 12.789795 10.923481 10.407998 7.713682 11.587569 9.987142 7.637386 10.039704 14.794459 6.852815 8.698224 12.859396 8.349830 11.877758 10.574929 2.824625 13.746733 7.621604 6.318158 8.489895 10.274961 9.211502 10.725485 8.553384 8.767627 6.364593 11.918488 10.441651 9.801295 10.607013 10.257050 9.831129 11.304611 3.862094 9.879330 9.571751 12.921443 8.940825 9.361326 9.597671 8.919954 12.561109 5.115849 8.375973 6.621085 11.530160 10.305037 10.850778 13.560130 10.677025 9.981300 10.271919 10.892972 10.709807 6.731509 9.647483 9.450135 1.384050 2.161662 2.036116 10.568213 11.187377 9.820460 4.277129 8.460861 7.891840 10.652838 TCGA-B0-5121 56 0 NA 554 kidney stage i t1b n0 m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.7066970 6.7301563 2.4764076 9.2302590 9.3014806 9.1202555 9.9020188 8.1135817 8.0933721 8.5573193 6.8093823 13.1964463 10.7417440 NA 11.3756402 10.9956819 7.7243269 NA 2.4764076 11.2292303 8.1938121 9.5913430 7.9707168 7.8176188 10.8237653 8.3073411 11.0957786 4.7532408 8.8739919 NA NA 9.6570737 6.9052426 8.9103861 9.4927791 10.3819022 8.6339408 8.7184743 9.5148965 11.5191216 9.9860222 9.6416931 11.9990564 -0.2239803 11.0765640 10.4681393 10.1068766 8.9657843 9.9829740 NA 2.4764076 2.6828429 -1.2239803 7.6432386 14.5064564 8.3740122 12.9838129 10.1040736 10.5503350 3.5833145 6.8148785 10.3613918 10.7279729 10.1146961 11.4939917 9.2415261 7.6738051 10.9029867 4.0978889 3.0978804 0.7759355 -0.2239803 9.3627995 14.4645379 9.5817036 9.9320429 9.5564995 8.1811011 9.9533793 8.7731392 10.9751044 10.8281881 9.9129508 5.7759592 10.3441201 10.2471268 8.8258082 10.8440662 12.3303088 11.0002629 9.2240760 9.4616372 4.6933922 12.1008435 9.3305485 9.5857278 8.9878481 8.5589579 NA 8.2617889 11.7835126 10.7125940 8.3458155 11.4213930 8.9633117 10.9132711 7.5275036 10.1805691 11.2909203 9.7717268 8.7869913 5.0047800 7.5375112 10.2936291 NA 10.1763056 8.7388556 6.7759592 13.0995775 9.8427217 8.8857903 11.4270114 9.8620960 9.6463245 10.8604791 9.2220092 10.0648257 7.3343806 1.0978804 11.6003218 7.7184740 -0.2239803 4.5833145 4.2678129 10.0567305 8.0497555 10.1946504 6.9052426 4.4483856 NA NA 10.9835842 10.5585485 11.2261399 10.9187050 7.6738051 8.0095795 6.1807605 10.9960357 10.9490122 11.1354348 8.7885843 9.9370916 11.5614122 1.5833265 7.8581085 NA NA 9.8366557 8.6354947 9.3851385 8.2126715 9.7431859 12.1887942 15.5937803 1.3609261 11.5391721 11.7929421 10.2168289 -1.2239803 4.6088506 1.3609261 -1.2239803 6.7475029 14.9904686 9.5325161 7.9000813 12.0665546 -1.2239803 8.4089551 8.5840711 9.5275038 9.3180242 7.6768266 11.3271873 9.4746644 11.1099536 9.5352155 8.5752412 10.6088497 8.6245827 4.8817625 7.6951211 10.7140690 0.00187570 -0.00352860 0.00632100 0.58157000 -0.00781390 0.00127050 -0.00712330 0.00034996 -0.00289450 -0.01429300 -0.01429300 -0.01429300 -0.01429300 -0.00089754 -0.00089754 0.00187570 -0.00352860 -0.59745000 -0.59745000 0.00632100 0.00632100 0.00000000 0.00548670 0.00270850 0.00270850 0.00127050 0.00145950 -0.44625000 -0.00929990 -0.00311340 -0.00311340 -0.00826520 -0.00131320 0.00229210 0.00034996 -0.43534000 -0.00289450 -0.01429300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.566 0.566 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.566 0.566 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 7.554037 11.631802 9.248651 12.004778 9.594542 NA 2.583327 9.675317 11.178292 NA 8.299522 7.850101 9.375873 12.016155 7.871357 7.697801 6.712597 7.985413 7.920618 8.396180 10.313664 9.696313 3.820353 8.831242 9.752524 10.345341 7.928245 10.897169 11.264051 9.287712 12.132260 3.583314 6.682850 7.472927 9.048590 10.719573 10.687352 10.441296 7.925707 NA 10.949012 8.539172 4.419815 10.273812 3.945889 9.349607 9.252706 6.469446 8.263800 9.891003 8.338202 12.935437 11.185351 9.965167 13.419929 12.952834 7.111350 9.059048 9.465084 7.530847 9.896846 9.134611 5.852775 5.608851 13.294244 9.743906 9.342014 6.079741 5.023885 9.928245 9.194866 12.780531 9.644782 11.999056 8.982974 7.193812 6.418084 8.859439 10.503880 14.846269 11.493992 10.596936 13.953574 10.578072 3.023894 10.780531 9.510669 10.199601 8.637046 8.825808 7.733061 10.125794 12.621156 10.464210 11.514685 5.235390 5.873993 5.476398 14.575914 10.620665 12.556807 7.676827 -1.223980 NA 9.965167 12.694543 11.446808 7.472927 10.777720 11.505368 12.774903 10.493636 10.342490 7.271815 11.067994 9.923801 7.873992 10.289194 13.768458 6.814879 8.307341 13.041997 9.107996 11.646517 10.485905 3.168273 13.929828 6.148824 5.915511 9.804204 10.554858 8.554037 10.116922 8.453679 8.778662 4.945884 11.563862 9.513207 9.380513 10.991189 10.604096 9.661656 11.028921 3.682854 9.849432 9.458076 12.848987 8.301481 9.181101 9.556500 9.193833 12.808694 3.235390 9.559776 5.985414 11.783513 10.635494 11.053247 13.099577 11.058179 9.091109 10.064826 11.340824 10.283259 5.809384 9.888399 9.639372 1.097880 2.682843 -1.223980 10.001167 11.800758 9.109115 6.434171 8.408955 8.761802 9.923801 TCGA-B0-5399 46 0 NA 652 kidney stage i t1b n0 m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.7455816 10.2666341 9.3599006 8.2206680 13.3789177 NA 6.5828540 -0.4831780 -0.4831780 10.3492591 9.9879318 7.6147967 3.0403314 8.2102515 9.8176891 10.4322706 10.9692633 10.3345477 9.6220185 5.8830880 9.2989437 9.7164369 5.4825482 10.8958722 6.3747456 10.3778516 10.3724118 3.1606137 10.7473856 9.6829277 10.2674717 10.3665607 8.3095550 7.3994078 10.8311581 9.1138862 7.8765145 7.8228264 2.3241193 9.7882276 8.3917458 0.8386695 6.3433137 9.1314745 1.1017173 10.5118251 10.2569670 4.5828510 11.2714664 12.8774060 10.6658766 10.2137322 16.6590911 8.0923037 10.2641185 3.9090818 9.7268271 7.4085480 7.2172045 2.6866798 7.9679755 10.0247872 8.9037050 9.7274360 7.8743168 8.2223969 8.6804144 6.9388292 13.9800336 10.5567118 5.3369439 11.2630690 10.7283245 5.9513920 NA 1.8387098 11.2348693 8.3289419 9.3480719 8.8409453 7.5556835 10.8956013 8.7905603 11.8422205 2.3241193 9.5342690 -1.4831780 NA 9.5467421 5.6665123 8.5855428 8.5909062 10.5125318 8.3449013 8.8079354 8.6174271 11.4621810 9.4085484 9.9377775 12.0015875 -0.4831780 10.8673669 10.6314830 10.0790071 8.2292918 9.9653972 0.1017845 1.1017173 1.3241193 NA 8.6187404 14.2683087 10.1406461 13.4367452 8.7262182 10.0675114 4.1017257 7.3144264 11.2310102 10.7452827 10.1803227 11.6996695 9.3932817 8.5556835 10.8136808 7.5747562 4.2172074 -0.4831780 -0.4831780 9.8560579 14.2952268 10.1250195 10.7362357 9.0015875 7.7905603 10.1592676 8.3144260 9.9700764 11.4197049 9.5286907 8.9720918 10.4075761 10.1660208 8.3778517 10.6941842 12.7584499 11.3882849 9.4153659 9.1309592 1.4101240 11.6680984 9.2749880 10.5015391 9.4825488 8.5975822 0.1017845 8.9772207 10.6353813 11.6649361 9.0333412 11.3251256 8.9965450 10.5425963 8.4115826 10.1101557 11.4744108 9.4803833 7.6971212 5.9513920 7.1054790 10.0899385 0.5167212 11.1776519 8.5666131 6.5935809 13.0508851 9.9838606 9.2058890 11.0634180 9.2067626 9.6543962 10.9397991 8.9985642 10.1296331 8.0481463 2.5167716 11.4545063 7.9513931 4.4709598 6.3559677 3.6866910 9.6473352 5.4236555 9.9074979 6.7572220 4.2446816 NA 1.6867022 10.8030336 10.6591909 10.8852711 11.4785761 8.1036046 8.8345842 6.7181040 10.8262410 10.8909891 11.4776716 8.9945229 10.3700742 11.8625857 1.1017173 8.3385385 0.8386695 NA 10.0010840 9.4289055 8.9101552 8.4460229 9.5549978 12.9872964 14.1188835 2.3241193 10.9967974 12.5000255 9.9843702 NA 3.7262209 1.1017173 NA 6.8566148 14.0580125 9.6193965 7.6941844 11.3119926 NA 8.6095219 9.1201129 9.6703167 9.2841215 7.6305067 11.1052451 9.6854367 10.5387856 9.6642176 7.1424737 10.9879318 8.8398195 4.6868927 7.4356278 10.5808337 -0.00097492 0.00902650 0.02047800 0.00833030 0.00805190 -0.00125200 -0.00720050 -0.02274800 -0.03490800 -0.04685800 -0.04685800 -0.04685800 -0.04685800 -0.04132300 -0.00097492 -0.00097492 0.00902650 -0.55537000 -0.55537000 -0.55537000 -0.55537000 0.03129000 -0.00471260 0.02328100 0.02328100 0.00263090 -0.06370800 -0.07382500 -0.00720050 0.00235330 0.00235330 0.01879800 0.01879800 0.00027252 -0.01684600 0.02580700 -0.03490800 -0.04685800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.555 0.000 -0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.555 0.000 -0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.661423 11.677424 9.242131 14.109718 9.907471 NA 4.071351 9.896143 11.162862 -1.483178 8.360686 7.237864 9.245536 12.326030 8.506868 8.276653 6.561158 6.988439 8.740766 8.863278 11.951653 10.080914 4.926156 8.722558 9.887452 10.174083 8.393281 5.847681 11.457629 8.061729 12.141659 3.160614 5.646047 7.423655 9.989963 10.662060 9.5061592 10.2180711 8.2615985 0.1017845 10.2485079 9.0344339 5.3871281 10.4904620 5.1461216 9.4651319 9.8759651 7.0046048 6.9924977 10.1896319 6.4940443 12.9407997 10.3405299 9.9715780 13.2948418 13.0463172 6.9761964 8.1678165 9.6966737 8.3433132 9.4229036 9.3708539 6.6916905 7.1962451 13.1174326 8.7164371 9.9720919 6.6460474 2.9761986 9.9020878 8.2223969 12.3316475 9.8004318 12.0015875 9.6062151 7.3111807 6.5182298 10.4954751 11.0503377 15.3302327 11.6996695 11.3385386 13.3814828 10.5546547 1.6867022 11.1624231 10.1374427 10.6550365 8.6331086 8.3778517 8.0923037 9.9726055 12.3929938 10.8748663 11.5288654 2.6866798 6.3809510 7.3840438 14.6344899 10.8499200 12.9732474 7.7741525 NA -0.4831780 10.5029622 12.6123265 11.6159349 7.4622086 11.1289420 11.436187 12.626350 11.406839 10.266634 8.124095 11.340928 10.708132 6.988439 10.011120 13.624270 5.482548 7.324119 12.179982 9.096080 11.312196 10.696674 3.160614 14.014897 7.611476 6.417631 9.887659 10.132394 8.417631 10.526943 8.746785 8.999572 5.101726 12.210360 10.334947 9.949828 10.762317 10.652795 9.755766 11.358329 2.324119 10.057861 9.896684 13.292006 7.872116 8.994523 9.001587 9.219370 12.459004 5.494044 8.269981 5.539134 10.635381 10.550188 11.075903 13.050885 11.199320 9.600909 10.129633 10.905589 10.575095 6.131474 9.798115 9.732904 3.040331 7.453137 -0.483178 11.279977 12.336301 9.315237 5.865493 8.609522 8.537745 10.274988 TCGA-B0-5400 59 0 NA 1132 kidney stage iii t3b n0 m0 19-3-2015 female 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.50110889 10.69319822 3.74375192 10.81302542 8.91367482 10.69060182 10.30004282 7.04955780 8.25798884 10.36490615 9.52024367 7.83435222 6.20803142 1.98884826 8.77349695 7.99448695 NA 7.36824016 10.28256954 1.57381076 9.99518826 7.90175147 5.46459639 9.07765052 12.24772266 11.03428059 9.17745118 16.62671113 8.11814530 7.11298364 3.68929916 10.46459568 7.11298364 9.08425937 1.42180228 5.87150609 9.41060102 9.16628186 9.92402727 9.14241420 8.92107685 9.47368505 6.40671523 14.51355696 11.34228478 -1.01100636 11.01261658 10.68822207 9.04820675 NA 8.44624299 10.47971308 7.40249026 9.49863722 8.72526400 9.42557386 11.24772266 8.14620920 11.42301608 0.98884826 8.47469156 -1.01100636 0.98884826 9.12713412 5.79621616 9.29833848 10.03598619 9.53960900 8.39400387 10.70696691 9.42557386 11.18460965 9.58784520 9.97185577 12.72748231 6.26498673 9.97587748 9.90995937 9.97470410 9.75373389 9.59063308 NA NA 1.79622395 1.98884826 4.96614434 13.75067313 6.25564802 11.07367064 10.29378383 10.62503363 4.27426166 6.93722903 10.19404456 9.98180058 11.32341483 11.35943793 7.94305864 11.12104060 10.94378554 4.94305864 1.57381076 3.84684429 NA 9.98604168 13.12039769 8.36824060 10.50061485 8.87608284 7.18361950 9.33426747 8.26265772 9.03027510 8.92990992 9.74875036 7.10780293 10.18452355 9.88216370 7.59248843 11.24625006 14.85416052 11.42035981 10.13033078 10.15125354 3.02711866 12.55491625 9.40671480 9.48471718 9.36498754 12.76488392 0.57385922 6.57382439 10.94777740 8.39740425 7.13642315 10.99132562 7.43180596 10.36986438 5.61821810 9.84528775 11.84800873 10.51682783 8.70382884 6.10780293 7.40249026 9.49169399 NA 10.23500898 7.28807059 5.09738746 12.26294914 10.32759856 9.12071921 11.29150117 10.46104535 8.71166973 11.45065624 10.16441183 9.55586753 7.32425257 -0.01115174 10.78449605 4.48071751 6.66128785 6.55871764 4.15878941 9.15376912 5.41512654 10.49512520 7.41973270 3.84684429 NA 1.31080543 11.24330039 10.68800083 10.31191698 11.04244879 8.71337620 6.87760562 6.37204839 9.97185577 10.83943978 10.00706246 8.66481916 9.77513188 10.78287187 -1.01100636 8.52802114 NA -1.01100636 9.98180058 7.90772531 9.85691304 8.77839587 10.64930388 13.82466592 13.50874414 4.51242286 10.80544595 11.58993657 10.69449458 NA 3.57382288 0.98884826 NA 5.48071428 13.77042684 9.41197804 6.17868676 11.49838980 NA 7.08689414 8.82175230 10.41879196 8.67711249 6.44829309 11.46510215 9.20439532 11.28807024 8.52219192 7.23203616 10.19465542 9.47469156 2.81362730 8.07632500 11.36254304 0.01610900 0.01195800 -0.07214000 0.27695000 -0.00526100 0.00000000 -0.01119800 -0.00609040 0.00750000 -0.00069303 0.00041593 0.00041593 0.00041593 0.00332990 0.00332990 0.01610900 0.01195800 -0.07214000 -0.07214000 -0.07214000 -0.07214000 -0.02178400 0.00326620 -0.01945200 -0.01945200 0.00000000 -0.05347600 -0.05347600 -0.01119800 0.00152550 0.00152550 -0.01537900 -0.01537900 -0.23508000 0.26122000 -0.01330000 0.00750000 -0.00069303 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.235 0.000 0.260 0.260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.216 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.235 0.000 0.260 0.260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.216 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.2176805 10.9503119 9.7529044 11.6033420 8.5453684 0.5738592 4.9430586 9.6962213 11.1170757 3.0763197 10.5850520 7.6858294 8.8201694 13.1030112 8.2272670 8.1155665 5.9313758 7.6648192 8.0947708 7.3464144 9.3074051 9.4867140 5.8217510 9.7294863 8.9575290 10.5943418 9.9782567 7.0763250 11.5813192 7.0710118 12.6451653 2.8957485 7.0549516 7.8776056 4.8468443 10.7755402 9.84684320 9.76611757 9.25213130 NA 11.13924417 8.27426446 8.19831538 9.17373759 3.31079089 10.37040516 9.22846086 7.25095684 6.49665728 9.32425257 7.88368007 12.68398173 11.65286500 9.25564872 13.22060841 12.03359786 6.03325560 9.14747181 10.39240694 7.72695448 9.84217180 10.45799528 5.74374922 7.06032413 13.09395227 7.32871262 5.89575339 6.94886362 3.51242918 11.39426964 8.46662059 12.96040577 8.64528699 12.72748231 8.43180554 6.40671523 6.84653218 10.96220087 10.30909863 16.47954077 11.35943793 11.10195322 12.66801239 10.30287890 0.57385922 11.25183789 9.81382094 11.09477075 8.66834219 7.59248843 7.26963259 10.29207219 12.19801094 10.01192341 10.38493179 1.98884826 6.11814581 4.63271608 13.80403033 11.13033078 11.69535824 6.23678916 -0.01115174 NA 10.64841223 12.37661030 10.61898366 6.91959990 10.14936392 11.2263709 11.9302767 9.8398303 11.2074255 6.9661420 9.8106362 12.0058446 5.8217510 9.3119170 14.6574292 7.4887078 7.9136745 11.4666154 8.7570466 11.0743347 9.3152918 2.3107764 13.8097392 8.8298290 5.0549526 7.4400735 8.9560886 7.8280660 9.8114330 7.5738244 8.2626577 6.4067152 13.1086139 9.4380108 7.6470734 11.2116571 10.2926429 9.9553677 10.3292687 0.5738592 10.0636727 6.5511053 12.3783255 7.0921503 7.5280211 8.8760828 10.2401020 12.0980399 5.5587176 8.1487333 4.4482931 10.9477774 10.7946061 10.4146027 12.2629491 10.3902751 8.6254868 9.5558675 11.7178456 10.0475440 5.9661420 10.3736459 9.4777065 1.3108054 0.9888483 0.9888483 11.0219410 11.8506141 8.0441449 1.9888483 7.0868941 9.0441446 9.1737376 TCGA-B0-5402 64 0 NA 449 kidney stage iv t4 nx m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 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5.5670799 6.7118968 10.5416553 6.1370301 9.8490321 3.5937123 9.9235392 10.9037187 2.2361558 10.9368200 9.4852771 9.5250296 10.5771263 8.2005044 5.8872157 10.7978978 9.7252037 8.2445922 5.3236259 2.8800194 9.0902527 8.6122891 -0.1788613 5.9435229 9.0467352 1.6955930 9.9010553 11.6730052 5.4358352 13.0660919 13.5953297 10.6322331 10.5388025 16.0006983 8.1355205 11.8184232 4.5580900 9.3116427 7.6791071 7.1279469 0.7470866 9.5467764 9.8154795 8.9598246 9.4413459 7.6873750 7.9708732 9.0547457 7.1874481 13.0144974 10.3686633 3.4060876 11.6247190 11.0694232 7.9943868 NA 2.4061012 11.5513131 7.2305172 9.3750753 9.1557717 9.4179369 10.8755042 9.1119129 12.0693363 2.4840866 9.5547063 -1.7636605 NA 9.5365161 7.3808221 7.7159435 8.9112386 10.7167013 8.8700669 8.0273266 8.2695868 11.6668814 9.0386798 9.7835401 12.7570891 2.2361558 11.0767330 11.0189570 9.9809974 8.4321510 10.1149808 -1.7636605 -1.7636605 -0.7639054 -0.7639054 8.0769417 14.2093228 10.0427131 11.2409107 8.9182804 9.6707918 3.1903620 6.8618723 10.0216160 11.1905417 9.3479513 11.3562362 8.7675449 8.2599179 10.9489054 3.1903620 4.0941432 1.5580717 -0.7639054 8.6476746 13.7230928 9.0635062 8.4541212 9.3814588 7.5006061 10.1572606 8.2900894 9.0733814 10.7933879 8.8609591 8.1385386 9.9728783 10.5893103 9.5815687 11.5045593 12.3274336 10.7469277 9.4290728 8.8890086 2.7597311 12.0687569 8.6759944 10.0968626 9.7893127 6.8872157 NA 7.7419752 10.9920943 13.4047683 9.1834716 11.5594998 9.1990596 11.4290728 6.8582148 10.1449315 12.3136469 9.5558357 7.5107048 4.5580900 6.1003491 10.6940574 -0.7639054 10.8693859 9.1527896 7.4959070 13.3670558 9.5405148 8.9112386 10.8849705 9.6460847 9.8003130 10.6053601 8.8342160 10.0843952 9.0698442 0.8211387 10.4523031 7.8836220 2.9910456 7.8323533 2.9910456 11.0043479 6.6024851 9.5612834 5.4959062 3.5215659 NA NA 10.3654466 10.3082961 11.0579375 10.7332669 9.4259881 9.9287006 5.8804529 11.0421089 10.3433806 12.0353440 9.1779447 9.9178412 11.2306938 0.5580717 7.8211260 -0.1788613 NA 10.0991883 11.0169083 8.9985456 8.6728751 8.7409825 13.0738407 14.7011240 2.0435195 10.6728751 11.0099209 9.1011235 NA 2.8800194 0.8211387 NA 7.6935441 14.9047577 8.4817163 9.1896326 11.6114746 NA 8.8211260 9.1886353 9.2599179 9.4935515 7.7179629 11.1657918 9.9615299 11.6403737 10.1657919 10.2671755 11.0362545 8.4685845 4.2897091 7.1646224 9.6697489 0.00332990 0.00083195 0.00944910 0.57648000 -0.00027724 0.00444110 0.00694350 -0.00277070 -0.01642900 -0.11995000 -0.11260000 -0.11260000 -0.11260000 0.01321300 -0.25277000 0.00332990 0.00083195 -0.59779000 -0.59779000 -0.59779000 -0.59779000 -0.05293600 0.00180300 -0.60458000 -0.60158000 0.00444110 -0.28280000 -0.28280000 -0.59292000 0.00000000 0.00000000 0.00555290 0.00555290 0.00875280 -0.58677000 0.03795400 -0.01642900 -0.11995000 0.000 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.173 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 -0.253 0.000 0.000 0.000 -0.595 0.000 0.000 0.000 -0.598 0.000 0.000 0.000 0.000 0.000 0.000 -0.602 0.000 0.000 0.000 0.000 -0.283 -0.582 -0.113 -0.113 0.000 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.173 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 -0.253 0.000 0.000 0.000 -0.595 0.000 0.000 0.000 -0.598 0.000 0.000 0.000 0.000 0.000 0.000 -0.602 0.000 0.000 0.000 0.000 -0.283 -0.582 -0.113 -0.113 4.0435195 11.9852997 8.3705898 14.8045650 10.4126484 NA -0.7639054 9.5637162 10.9309567 3.1430505 7.1728015 2.7597311 9.1859902 12.3737151 6.4982588 7.2220056 7.1490530 7.0595305 8.8572996 8.8899042 11.5330798 9.4923722 4.9640844 7.8360762 10.6980062 10.4085911 8.3589913 3.4840866 11.6793661 8.0910317 11.9577776 1.8211387 6.7984057 7.6263325 10.0757610 11.5934406 10.5606254 10.5637161 7.4407346 -0.7639054 10.9244139 9.0690536 5.3446865 11.1051789 4.4456142 9.9572627 9.8448804 6.1786788 7.0753668 10.5064588 7.3076262 13.6106936 10.6741757 10.0555444 13.0694490 13.1066728 7.5146131 8.0207983 10.0595308 5.4358352 9.2599179 8.8818218 4.9910501 5.4456175 12.9692848 9.1881766 9.1026697 5.6112019 -1.7636605 10.5997508 9.8346814 13.6379430 9.0894730 12.7570891 9.7964964 7.7616842 6.6259455 10.1672704 11.5986553 15.3971379 11.3562362 11.2095022 14.2577725 10.9795254 0.2362171 11.2216498 11.0350403 11.6718338 8.6550702 9.5815687 7.8800200 9.6791071 13.0423103 10.4864620 11.9392009 5.6624277 4.6112019 7.0175233 14.4930388 11.0573396 12.8602736 6.6327684 -1.7636605 -1.7636605 11.1934470 12.4360659 12.0216027 7.7399892 11.0918107 11.2333430 12.9006664 11.4445503 10.1237650 6.3909823 11.5420828 11.8841840 5.3859107 9.8504133 12.2072517 6.1370301 7.3782706 12.8442867 8.7037690 11.7503845 10.6187876 1.9365908 13.3806226 4.7987090 5.3446865 8.8964626 9.9134427 9.0109507 10.7976901 9.5117060 9.2026690 5.4160729 11.1072988 10.7988830 10.3753951 10.2554068 10.1172775 10.2839691 10.9799461 2.9366097 9.7878719 9.3884483 13.1041473 8.7685195 8.0026924 9.3814588 9.0299130 12.9334026 5.6284820 9.5052901 5.1786788 10.9920943 10.4163836 11.2548854 13.3670558 11.7986445 10.2287479 10.0843952 9.8876637 10.9664702 6.0499444 9.2522754 9.0785138 -0.1788613 1.0434845 -0.1788613 10.4589585 11.1708422 10.0338251 5.3022532 8.8211260 7.9313917 10.4697832 TCGA-B0-5690 53 0 NA 2408 kidney stage i t1b nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0765571 10.1371946 6.7058867 4.2436691 9.2282372 5.8291417 12.1296879 -1.3107903 1.8477564 7.0110058 11.6710022 7.9905743 11.4506295 8.5517156 12.1545171 7.5747744 10.6414555 9.1371946 -1.3107903 10.5713392 9.0813956 7.5778216 10.3270616 NA 5.0813950 0.2740529 -0.3109693 10.4687976 9.9546933 7.5408270 3.8590054 8.2047780 9.5762990 10.3694378 10.5736304 10.8483189 10.4834942 6.0641176 5.0110080 10.1356447 7.7169840 10.3548583 3.4439646 10.4058977 10.7362022 2.1485112 10.8372370 9.4761646 10.5072610 10.4679768 7.4769811 6.3329352 10.4708027 8.8952257 7.7058867 2.5959571 2.0109946 10.4439658 9.0233516 -0.3109693 6.7923660 9.2379002 2.0109946 9.7538209 10.8970077 7.7871105 11.4062727 13.1217506 10.9238957 11.1333167 15.6105938 8.8912020 9.4907867 5.2282376 9.6713588 7.4101774 7.4704376 2.6718368 9.5329993 9.7051902 8.9334422 9.6925961 8.8875234 8.1132447 9.1216203 7.3790759 13.5023083 10.3019468 1.2740529 11.8159440 10.3949655 9.5793425 NA 4.1485112 10.7262820 8.5671290 10.0143837 6.8489496 7.6374458 11.5294628 9.5929600 11.3591193 3.7334737 9.1627841 NA NA 10.0002589 5.2436653 9.5423879 9.4161479 9.7100582 8.5092572 9.0673730 9.1829338 11.1716770 10.1064034 10.0695393 11.8535139 -1.3107903 11.6798488 10.9902887 9.5563570 8.5282822 10.5586721 NA 1.2740529 -1.3107903 -0.3109693 7.5501650 13.4678741 9.0322640 12.5789624 9.3202554 9.8330991 4.6663589 6.3895186 11.3705363 10.7725576 9.8985316 11.4459035 9.8093162 7.5563574 10.4506295 6.4033240 3.7334737 1.8590154 NA 9.4794268 13.4655627 9.2674511 9.8652514 10.3070048 7.4169985 10.1408045 7.8311856 10.6254622 13.4856249 9.8807544 5.9464665 10.2579560 9.8640039 9.4118857 11.0635744 12.1608805 11.1369364 8.7375651 8.9663656 4.5250039 11.2241106 9.1819329 9.3455030 9.0586756 9.2077313 0.2740529 9.0641176 10.8902833 11.1511306 8.4042339 11.7401172 8.7871105 11.3172959 7.9721665 10.2136199 11.1879275 9.6932988 8.7409670 5.6079428 7.9488216 10.3120452 NA 10.2253254 9.8546135 7.7114460 12.4123126 9.6940009 8.0706212 11.6004702 9.4339121 9.8196489 10.6731371 9.0488280 10.7117928 6.2665073 4.1485112 11.9992650 5.1809315 2.2740529 6.7389272 4.8789019 10.0482787 7.7497742 11.0832596 5.6456008 5.2740417 NA -1.3107903 11.1602454 10.6183367 11.1013834 10.9908602 7.2777932 9.0864001 6.4298703 13.2525725 10.6352535 11.4685924 8.7307374 10.0416735 11.8720933 0.2740529 7.8862947 0.6891202 NA 9.9991230 8.5172147 8.9488216 8.5854106 9.6469059 13.9992295 14.3131026 1.6890755 11.9689790 12.0982040 10.3707559 -1.3107903 5.8668956 1.4964112 -0.3109693 7.3544143 13.5194944 8.3184348 8.5914535 12.7004803 -0.3109693 9.2388630 8.8669213 9.5322141 9.6663582 8.4439659 11.3322580 9.8495801 10.3179794 9.4940159 9.9470554 11.2691013 9.2712202 5.5443215 7.4291967 10.0416735 0.00041593 0.00000000 0.45461000 -0.00235530 -0.00730060 -0.00075879 -0.01064600 -0.00069303 0.00000000 0.00847430 0.00847430 0.00847430 0.00750000 0.00041593 0.00041593 0.00041593 0.00000000 -0.48481000 -0.47860000 -0.47860000 -0.00719580 -0.00650500 -0.00235530 0.00083791 0.00083791 0.01349200 0.00319100 0.00319100 -0.01064600 -0.00308210 -0.00308210 0.44179000 0.44179000 0.00166420 0.00805670 0.02188400 0.00000000 0.00847430 0.000 0.000 0.000 0.000 0.000 0.000 0.442 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.471 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.442 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.471 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 4.3895186 12.3993466 9.3247964 13.5486616 9.8789028 NA 0.6891202 9.6345221 11.4724244 1.4964112 8.6563044 5.7765409 9.3834362 11.7913821 7.1069303 7.7871105 6.3111307 8.0422252 8.5579009 8.5717212 9.2136199 9.9274830 2.3895117 9.0727824 9.7044096 10.4284370 7.9859945 6.2126394 11.6517936 8.7565126 12.2202075 2.7765462 6.5156273 6.9274829 7.7551673 10.8410461 10.917897 10.174908 7.853985 NA 10.085683 8.783156 4.180928 10.813523 4.974479 10.031153 9.082469 7.232110 8.398162 10.064118 8.061944 13.412099 10.162784 10.378203 13.467053 12.695580 7.622415 9.511649 9.809964 6.325703 9.743004 9.472076 6.649081 3.859005 13.083273 10.410177 8.968689 6.055400 4.046631 9.970429 9.726625 12.723619 9.292705 11.853514 9.427171 7.329323 5.522982 7.332934 11.076826 15.041173 11.445904 11.180681 12.668325 11.100324 1.010995 10.924195 10.326609 9.965784 9.068457 9.411886 7.399885 10.120053 13.060310 10.509257 11.614444 4.619818 6.243667 6.347290 13.793416 10.625348 12.548904 7.792681 NA NA 10.361062 12.760457 11.597086 7.111143 10.835647 11.544531 13.370426 10.641456 10.571339 6.922697 11.157957 9.083541 7.164811 11.174908 14.353221 7.716984 8.298257 13.932417 8.946466 11.756513 10.527888 2.274053 13.686655 6.543946 5.955864 9.500598 11.491191 9.754494 10.379076 8.981400 8.777549 4.521968 11.734326 9.888137 10.258459 10.552103 10.130466 8.448967 11.391251 1.689075 10.214599 5.389519 13.009575 9.369438 7.703099 10.307005 9.734381 12.668057 5.303788 9.369438 6.037806 10.890283 10.640268 11.192159 12.412313 11.131503 9.285268 10.711793 11.255132 10.691450 5.303788 9.955865 10.275918 5.868988 2.148511 NA 10.859316 11.797738 9.594465 4.643273 9.238863 8.354414 10.019995 TCGA-B0-5691 66 0 NA 3431 kidney stage i t1a n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 1 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 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10.3543936 5.4044331 10.4160972 7.0624607 10.2111199 10.4391440 0.1376347 11.4073589 9.5628636 9.8197646 10.6577754 8.2091102 2.8380845 10.8840488 8.9107869 8.1005436 7.0202911 0.7226409 9.7235492 8.5321104 2.1376347 5.8925343 9.0609753 3.7815066 9.5857640 9.5847310 6.3855760 11.5012679 13.5864094 10.5639126 10.3360929 15.9030375 8.6274956 10.1404629 4.6295023 9.3050660 7.4685646 7.2304048 1.8358837 9.5213521 9.3640600 8.2771990 9.6224707 8.2513901 8.1432725 9.1432722 7.3175573 12.5506145 10.3604427 -0.8622342 11.6528548 10.2186985 9.0683852 NA 4.8925367 11.8221773 7.8241486 10.5288913 7.8136049 7.3519666 11.4559081 9.8958711 12.2190946 1.1376347 9.0324657 1.9450083 -0.8622342 10.0415297 7.3274727 8.6960686 9.7587839 10.0830917 8.6214636 8.8891918 9.7886994 11.4602999 9.5940022 9.9618110 12.6000222 5.2037376 11.4683546 11.3038109 9.8232726 7.4230503 10.4442791 NA 0.7226409 6.1034326 NA 8.1683151 13.0336017 8.4459869 12.6268686 9.0415297 9.7431273 5.1376470 6.6454423 9.7869039 11.4550604 9.9393562 11.2963111 8.4973972 8.2949947 10.4259372 7.6093228 3.5299708 2.9450083 -0.8622342 9.0385146 13.6145838 9.4334166 10.1298780 10.4880345 8.0263912 10.2270983 7.3950354 9.9298198 11.8630141 9.0639437 7.2565890 10.2954558 10.0932977 9.5909184 11.5064270 12.5821451 10.2688617 9.6631686 8.5061544 5.1270141 11.4802781 9.1874963 11.0698626 9.2643523 10.1206413 3.2251052 9.6264921 11.5183794 11.2527565 8.1253096 11.2720741 9.2987797 11.6011722 7.2873947 10.3243811 10.8406862 9.2435563 7.8406168 4.9705362 6.6845425 10.5753999 NA 9.4663227 9.4242056 7.6335031 12.6320034 9.6592483 8.8380876 10.7936257 9.4357105 9.7751783 10.5230356 8.7244876 10.9936842 8.6174282 2.8380845 11.3287070 7.5083352 2.8380845 8.8484543 7.1702446 10.9300314 6.5639132 9.3772463 5.8408585 4.6922375 NA 0.7226409 10.8987834 10.4224719 10.9886160 10.4126083 9.5039700 10.0497512 6.1418129 11.4029698 10.5433211 11.7034639 9.2037371 10.0639437 12.4769411 2.7226190 7.5256649 0.7226409 -0.8622342 10.2330449 8.9401641 8.6941538 8.0742860 9.2630612 14.2033584 15.3003735 1.7225972 11.8374371 12.0922076 9.7806021 1.1376347 4.4163736 0.7226409 -0.8622342 8.1034321 14.8481314 8.1983439 8.9657843 12.4305445 -0.8622342 8.9239175 9.1359280 9.1996939 10.0164651 7.9157246 11.3234524 10.1990189 10.8056463 9.5878281 9.3212832 10.7697342 8.4114432 5.4595759 7.3827252 9.2487834 -0.00013862 0.00291330 0.00696840 0.44054000 0.00124810 0.00083195 -0.00207840 -0.00636680 -0.00952250 0.00208090 0.00208090 0.00208090 0.00360760 -0.00013862 -0.00013862 -0.00013862 0.00291330 -0.46039000 0.00298600 0.00638710 0.00638710 -0.45190000 -0.00279830 0.00591330 0.00694350 -0.00084664 -0.00138580 -0.00138580 0.00263570 -0.00304750 -0.00304750 -0.00152430 -0.00152430 0.00180300 -0.01358600 0.00450330 -0.00952250 0.00208090 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.008013 12.389426 9.205082 13.481805 10.219131 NA 3.137651 9.523510 10.786967 1.722597 8.975276 7.941779 9.264352 11.913258 7.198344 7.696068 6.795859 8.629501 8.065426 8.928811 11.392676 9.439144 5.182041 8.825898 9.995256 10.912847 8.645442 9.515943 11.887098 9.848454 11.996788 2.597078 6.423050 7.617428 8.088932 10.934499 9.984705 10.579554 7.748673 1.137635 10.727767 9.462953 7.103433 11.133062 4.995629 9.964990 9.246172 5.781504 7.302555 10.294995 7.418419 13.569668 9.594002 10.301926 12.952030 12.951930 7.915725 9.050537 10.134827 7.356816 9.491897 9.068385 8.615406 9.273357 13.154804 8.806533 10.599127 6.547039 2.597078 10.296257 10.182042 13.167453 9.112062 12.600022 9.397391 8.770643 6.120984 10.514316 10.151668 16.010347 11.296311 12.429969 12.991737 11.315379 2.722619 10.677776 11.677049 10.891700 9.389130 9.590918 7.641474 9.771551 13.077686 10.908725 11.700126 4.137651 5.225109 7.802984 13.407769 11.305380 12.567055 6.995629 1.137635 NA 10.574880 12.335939 11.736124 7.062461 11.206762 11.410569 13.234857 10.927996 10.791389 6.865569 11.091844 10.271432 6.831135 10.410861 14.061068 5.404433 8.959422 13.288802 8.917367 11.878693 10.775631 2.838084 13.606272 6.838434 6.235679 8.007457 10.129878 9.808304 9.946612 9.510513 8.875216 5.722611 12.391643 10.283580 10.865993 10.088933 10.093298 10.730572 11.400330 3.307574 10.208440 9.247478 13.089922 9.351967 8.227760 10.488035 9.230933 12.573969 6.404435 8.492999 7.875740 11.518379 10.592703 10.970142 12.632003 11.096201 10.421315 10.993684 10.613381 11.027771 7.477498 9.465200 9.698936 3.385569 8.647423 1.137635 10.856181 10.690293 10.177252 4.266929 8.923918 8.354394 10.125622 TCGA-B0-5692 66 0 NA 1487 kidney stage iii t3b n0 m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.17168566 NA 0.08705543 7.70547964 9.06504286 7.45434701 10.43517060 7.87950912 11.96993594 8.93274182 10.27805818 8.24319969 2.42007812 10.16775382 8.81107280 5.47452365 11.32696781 NA 6.04156498 NA NA 10.38186076 10.01999012 7.92665181 3.96756520 8.37248247 9.72456024 9.24515835 11.23336509 9.81173400 8.50590720 6.52699212 11.06448822 9.62577659 6.91931028 11.89985747 4.27422438 10.55134057 10.01195918 3.36349351 10.77559777 8.66215208 11.01569332 10.70476789 7.15842893 8.16672097 10.18289114 8.59308145 7.44073631 3.24319684 1.71962155 9.73296022 8.56826055 3.42007812 6.54618605 9.63850072 7.65627540 10.82652759 9.38763611 2.62653259 10.86860336 12.57440852 10.58614369 10.79645313 16.15719454 7.58691633 9.98525250 4.24319684 9.59692173 7.38141576 4.17907308 2.20507967 8.21549272 9.36529601 9.02227653 10.15686945 8.06615110 8.65332806 8.96042888 6.59615397 13.97411257 10.66105194 3.52699525 11.66031814 10.69134991 6.52699212 -1.28033465 2.17906512 12.48409447 8.13326554 8.89705705 7.53662101 9.52053736 11.10953771 8.63850072 11.54787913 -0.28033465 7.97938061 -1.28033465 NA 9.81371515 4.57761614 8.66800457 9.50590720 9.87508828 7.89206493 10.06891878 9.46110450 11.67846748 9.74061747 10.46783039 12.58411387 3.11194940 10.58957447 10.22743220 10.13061882 10.34671539 9.49277673 -1.28033465 1.52697021 1.52697021 1.52697021 7.68542160 13.64031602 10.60304451 13.53472055 9.96042888 10.36123771 4.52699525 7.32326377 10.19992283 10.20647254 10.40613803 11.29056765 8.20345323 8.03025054 10.83044707 3.57762218 5.11195357 1.30462785 0.71966535 8.92176121 13.44862088 9.92726197 11.38119294 8.65627540 7.11195462 9.48367976 8.39029365 9.97458939 10.87445564 9.31862053 9.99051685 9.99020737 10.35217842 8.42699682 10.20496368 12.87824720 11.95729565 9.34077366 8.66946407 4.77209679 12.09059730 9.10442132 9.83207700 9.02113378 11.75064942 -1.28033465 7.46447142 10.59500287 6.46521048 7.91350759 11.15087391 8.01884556 10.85310086 8.97348500 9.76266474 11.45730736 9.98173238 7.81252646 6.26653170 8.08814372 10.10226156 NA 9.67019345 8.57294725 6.69118099 12.43538505 10.82587330 8.74200520 10.94695261 11.04438059 8.68830417 11.07753583 9.29233774 9.91316288 8.67092211 -1.28033465 11.09331832 4.67383340 6.95239414 8.64593362 4.69691747 10.02341824 5.02341949 8.98173223 5.53265047 4.11195775 NA NA 11.51628557 10.59000228 10.99080868 11.04522405 9.09032497 9.20546680 6.80056215 10.65848196 10.83044707 10.97082404 9.18927925 9.98466639 11.57917227 -0.28033465 8.46783050 -0.28033465 -0.28033465 10.16465230 8.40613824 9.55805368 7.96519035 10.32789234 13.34927873 13.14884808 4.07719172 9.72174928 13.41687660 10.33664569 0.30462785 3.09188598 -1.28033465 1.52697021 6.84892084 14.59771238 9.64445010 7.17084843 10.45941809 -1.28033465 8.52215386 9.25910650 10.32280021 9.41747386 6.96756520 11.49997222 9.17701832 11.12610830 9.77016634 6.62050430 10.10496063 9.14904414 4.55959582 6.16804226 10.92267954 -0.00083160 0.00138680 0.01724800 0.54965000 -0.00553750 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14.732677 8.679639 9.009656 5.730865 5.807100 9.309289 8.018846 9.106578 10.067259 8.800455 8.757184 9.664525 10.687224 7.068366 6.874455 11.049434 7.716817 12.314193 5.673833 7.162581 7.330662 8.865570 10.883916 9.0837721 10.0738869 7.7694861 NA 10.0667052 8.6533281 7.7308648 10.0319533 5.1625807 9.9870094 9.3008380 6.8945631 7.2856917 9.7454691 7.4745253 12.9886180 10.7364458 9.6272792 12.9277194 11.9413757 6.7252626 8.4861665 9.6716507 7.7026312 9.6614188 9.9001684 7.6265282 4.1790731 12.7781367 7.9168540 9.7154047 4.1790731 0.7196654 9.5884600 8.0683656 12.4112720 8.4728541 12.5841139 8.4644714 7.7224524 5.1728275 9.3055390 9.7660795 14.9609690 11.2905676 11.0429738 13.2236495 10.6533282 1.7196216 11.9890564 10.5521320 10.4205106 8.9544549 8.4269968 7.5140536 10.1022616 12.4506383 11.3774026 11.4720140 6.7857271 6.9770257 5.7420062 13.6545470 11.0804846 11.9988128 5.1625807 NA -1.2803346 9.8117340 12.6029490 11.1379882 7.0859600 10.2519935 11.285454 12.431197 10.278058 10.167754 8.656275 11.284025 11.416388 5.817669 9.898925 13.644081 6.919310 6.120518 11.951283 9.019990 11.525381 9.385862 3.526995 14.169463 7.235810 6.454347 8.534380 9.620504 8.915625 9.946652 7.962812 8.966806 6.334347 11.357394 9.450957 9.848921 10.791770 10.351269 9.567478 11.172136 4.719638 10.534620 4.392063 13.046563 8.449258 9.100099 8.656275 9.594603 12.433239 4.967565 8.930309 3.807097 10.595003 10.328816 11.121850 12.435385 10.802784 8.859189 9.913163 11.196637 10.389988 6.334347 10.105500 9.550153 2.041558 2.041558 -1.280335 10.725613 12.015359 8.641478 4.243197 8.522154 8.518919 9.958042 TCGA-B0-5693 47 0 NA 3076 kidney stage i t1b nx m0 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.0195285 11.1263666 8.6786350 11.6632122 8.9646663 11.0414323 8.9192233 1.9534515 9.9735857 7.4388659 7.3830554 10.4734684 -1.3684766 5.7189726 -0.3684766 NA 9.9335787 9.5710903 7.3763451 2.2164859 8.3267391 9.5563235 10.1163340 9.9421237 10.5622483 10.1293629 5.8213352 1.2164859 10.3992817 6.0409012 9.7446019 4.9169113 10.8618317 11.1872984 1.9534515 9.9791323 9.7341429 9.6187749 10.7879101 8.0744546 1.8014484 10.4901992 9.1333483 7.9145992 6.6087915 -0.3684766 10.1263666 8.1393058 -1.3684766 5.8409642 9.0453821 1.2164859 9.9989258 9.6731702 6.4259275 10.7068732 13.0060072 11.0366524 10.7611160 15.6683393 8.6731702 10.0619635 4.7189753 8.9318636 7.5141538 7.0065505 1.5170741 10.0624862 9.5652017 8.8675252 9.8752800 8.2295634 8.0556772 9.3897341 7.2968465 13.4959390 10.6055670 NA 11.8880146 10.4329324 6.9076358 NA 2.4388783 12.8080738 7.8651307 9.3241265 8.6704300 6.6922068 11.4730754 9.6016169 12.4364043 3.0909381 9.1956606 -1.3684766 NA 10.4132805 5.7913817 8.5202541 9.3543186 10.8324096 8.6745383 8.1822578 8.9669014 11.5515140 9.8871298 10.2544780 12.0513395 0.2164859 11.0971412 10.8299560 10.0393099 8.3696035 9.8900770 -1.3684766 0.2164859 0.9534515 NA 8.5871609 13.8148750 8.4275504 12.2728854 9.2023154 9.2968469 4.0909466 6.8888991 10.2708517 10.9568164 9.1658140 11.8944207 8.9534390 8.0387786 10.9258446 4.5384016 0.9534515 -0.3684766 0.2164859 8.9352918 13.7707026 9.3249980 10.3444678 9.6329192 7.5353928 10.5331322 8.2572200 10.5203760 9.5857073 9.4452922 5.5857077 10.6229478 10.3657973 9.1521297 11.2640518 12.2831233 10.7265783 9.0366525 9.0024708 4.4722278 11.7973601 9.0130541 10.8241120 9.4925979 9.8008096 NA 8.2202255 11.3034943 11.9930107 8.7727114 11.6550921 9.3302157 11.5034162 8.8699158 10.5030312 11.1188486 9.6607982 8.1570124 4.2462180 7.5972950 10.5507468 -1.3684766 10.0863244 9.0313230 7.5202541 13.0121750 9.5064923 8.6073588 10.8997606 10.1006441 9.6301015 10.5625366 9.1243656 10.2572199 7.9934547 3.8014381 11.2834596 9.3457565 4.9331005 7.6759048 4.4388650 10.7196367 7.4259267 9.5959819 5.9309927 4.1860964 NA NA 10.7400355 10.6462289 11.1949456 10.8657297 8.6301015 9.1774407 6.7276986 12.1832193 10.7239379 11.5457092 8.9134412 10.0811756 11.5809730 NA 7.6427384 0.2164859 -1.3684766 9.4925979 9.3972115 9.2852517 8.7242683 9.6350290 13.5564626 14.8782516 1.6315234 11.0937576 12.1775614 10.1817768 -0.3684766 3.3821139 1.2164859 NA 7.2388413 13.7565612 9.1393058 8.2932712 11.8412689 NA 8.5187314 9.0090577 9.3922309 9.7341429 7.6173529 11.5954908 9.6173529 10.9140203 9.3318640 8.5666759 10.8348590 8.9556915 5.2779624 7.9317723 9.8524938 0.00332990 -0.00315920 0.00372790 0.67085000 -0.00830050 -0.00055444 -0.00940460 0.00736090 0.01419000 0.01084200 0.01084200 0.01084200 0.01084200 0.00332990 0.00332990 0.00332990 -0.00315920 -0.68843000 -0.68843000 -0.68843000 -0.68843000 -0.00589040 -0.00553750 0.00000000 0.00000000 -0.00138580 0.00097064 0.00097064 -0.00664320 0.00069327 0.00069327 -0.00401620 -0.00401620 -0.00027724 0.00013863 0.68235000 0.01419000 0.01084200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.682 0.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.688 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.682 0.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.688 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.0909550 11.8502256 8.9680176 12.3092307 10.1545828 NA -0.3684766 9.8379149 11.1420280 -1.3684766 8.9489235 6.5202541 9.3526102 12.7723408 5.5141538 6.4516892 6.8888991 8.4548783 6.7347990 8.6731702 10.0200665 9.6336228 1.4388783 8.3388701 10.4046502 10.6201957 8.6187749 3.9169161 11.5447744 8.6272782 11.9882312 2.3319631 6.2897220 6.6867932 10.0146753 10.9961928 10.475825 10.294179 7.991260 NA 10.498790 8.813905 4.216470 10.958221 6.372978 9.804563 9.328479 6.231425 7.278970 10.359431 7.324998 13.380700 10.235601 10.224435 14.165662 13.021142 7.865131 8.919223 9.369603 7.264506 9.552608 8.968018 3.331949 4.608792 13.183580 9.220226 9.653185 5.438865 3.216470 9.616641 9.283460 13.533179 9.751101 12.051340 9.378025 8.141286 6.266177 9.045139 11.961728 15.122268 11.894421 11.187059 14.068353 10.524054 1.631523 10.949489 10.442083 9.911122 8.968018 9.152130 8.119351 10.292398 12.868646 9.020604 11.502644 4.489492 6.526329 5.090942 14.181644 11.188257 12.750776 6.386399 NA -1.368477 11.016025 12.560214 11.820546 7.603054 10.971083 11.3193240 13.0480447 11.0414323 9.9735857 5.3863971 11.9723347 9.5179697 6.3319506 10.0630086 14.6369744 6.0409012 7.6759048 13.3154147 8.9249826 11.6861153 10.4169634 2.0909550 13.7442763 6.8029376 6.2388423 9.0665354 10.3215090 9.2959583 10.4299828 9.0216799 9.0801436 4.3863971 11.9361475 10.8415735 10.4067097 10.4460935 10.2798686 9.6820398 11.2510432 0.9534515 9.5798782 6.9489232 12.9233867 9.2164735 8.9284272 9.6329192 9.0238713 12.5601219 3.0909381 9.0270451 4.9169113 11.3034943 10.4531893 11.0323904 13.0121750 11.2473705 9.8865396 10.2572199 11.0262417 11.1740907 4.0909466 9.5578070 9.8033133 2.3319631 8.2713220 -1.3684766 10.3504719 11.2791291 9.8348589 2.7189643 8.5187314 8.6840792 10.0387788 TCGA-B0-5694 71 1 480 NA kidney stage iii t3a n0 m0 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.4214813 6.5188577 11.0499433 10.5079741 3.0224388 11.0400360 9.2221047 10.1663620 10.3730558 7.8768552 7.8625357 10.4558686 9.5482326 7.7503526 5.7228731 0.7999991 9.3482196 8.2972263 2.6745058 6.3340176 9.1649039 1.8000405 10.0127388 10.4671514 6.2374452 12.5026281 12.3340184 10.5160017 10.7896708 16.1667718 8.2594716 8.4630048 4.0730576 9.1443358 7.9997120 6.8297874 2.3042482 8.9615915 9.5437522 9.0527052 9.6517888 7.9666214 8.7638992 9.6528294 6.2374452 13.9567023 11.6079314 NA 11.3698954 10.8126737 9.1721795 NA 7.9632701 11.5936431 7.1692736 9.1837440 7.6580208 6.8732891 10.6714317 8.3749486 11.2906266 3.2150728 9.6297626 -0.7848806 NA 9.4306102 5.2150767 8.2037620 8.9964371 10.1634445 8.1750794 9.1721795 8.4438959 11.5678491 9.8544181 10.3157397 12.1371041 0.2151194 10.7400890 10.3931196 10.1174525 9.8480725 9.7773198 NA 2.0224388 1.5369978 NA 7.0605673 14.0611553 8.8892697 11.6273825 9.8084684 9.8813014 4.1692756 6.6662879 9.7991003 10.6978853 9.8688181 11.1839421 8.5571520 7.8553220 11.0977203 6.0977203 5.5188593 3.5370102 -0.7848806 8.9699649 13.8575239 9.9310393 10.2992213 9.2164854 8.3443603 9.5073988 8.0574275 10.0319570 11.9845019 8.7307772 6.2918927 10.2929545 9.9336101 8.5901166 10.8544180 13.2441056 12.0856347 8.7009064 9.3275167 2.2681948 11.9760051 9.0192082 10.5296605 10.3711603 8.9480927 0.2151194 8.1663620 11.1539218 6.7885735 8.8737351 11.4144429 8.3025402 10.7976897 8.1952167 9.8288667 11.7915617 10.1091371 8.4088490 4.8297887 7.9666214 10.0621347 NA 10.5565961 8.6621606 6.8444334 13.0847675 10.0769397 8.3546285 11.2935617 9.3711605 9.5933721 10.6819848 8.9276044 10.1083789 7.8589334 0.7999991 11.3078345 7.6745087 2.5369978 7.2972263 4.6073954 10.5137127 5.2374452 10.8398728 5.9429977 4.0730576 NA NA 10.7464587 10.5933722 10.9628507 10.5543706 8.2065993 8.4049018 6.2165422 12.1616181 10.7797032 11.2683244 8.8205568 9.8901522 10.9703822 -0.7848806 8.2512509 -0.7848806 NA 9.5987817 8.5073990 9.4736433 7.9666214 9.1980708 13.8405578 13.7435925 3.2150728 10.6271178 11.7908529 9.9590701 NA 4.3619789 0.2151194 NA 6.6329298 13.7685866 9.3736869 7.7581093 11.5403827 -0.7848806 8.0352560 8.9365355 9.3787271 8.6413419 7.4196484 11.1268438 9.5392579 11.0542811 9.6215587 8.6116822 10.4912017 8.5188581 3.9155209 7.9132957 11.0167857 0.00722170 -0.00421870 0.00235810 0.54983000 0.53362000 -0.00401620 -0.00429290 0.01406300 0.01474900 -0.01063300 -0.01063300 -0.01063300 -0.00221680 0.00722170 0.00722170 0.00722170 -0.00733390 -0.60592000 -0.59429000 -0.59429000 -0.60033000 -0.01102900 -0.00277070 -0.00193990 -0.00193990 0.00124810 -0.60011000 -0.58508000 0.00000000 0.00069327 0.00069327 -0.00138580 -0.00138580 -0.16357000 0.01614600 0.02623300 0.01474900 -0.01063300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.594 0.000 0.000 0.000 0.550 0.550 0.000 0.000 0.534 0.534 0.000 0.000 -0.585 -0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.594 0.000 0.000 0.000 0.550 0.550 0.000 0.000 0.534 0.534 0.000 0.000 -0.585 -0.585 0.000 0.000 6.3648245 11.6292340 8.9137819 12.4542283 9.2851983 NA 3.8589358 9.7059282 11.2259865 -0.7848806 9.1765270 6.6745087 8.7811315 12.3078344 7.0159770 7.8661291 6.6745087 8.2784722 7.5770209 8.0915941 11.4033570 9.7782736 1.8000405 8.1721795 10.0744879 10.4147496 8.5704284 14.0742238 11.9120448 8.7327468 12.1575881 2.6745058 6.8804137 7.4724650 10.9194132 10.7566580 10.282512 10.092361 7.956544 NA 10.381868 8.609540 8.085442 10.411065 4.259468 9.935322 9.390003 7.231885 7.481864 10.036054 6.866129 13.070432 11.036054 9.902453 12.545294 12.615290 6.615956 8.626588 9.648663 8.436664 9.205181 9.759076 7.344361 5.915516 12.884405 8.769666 9.353349 6.404901 2.215088 10.099248 8.831626 12.665129 9.083900 12.137104 9.027255 7.472465 6.103456 11.989247 10.718406 15.521887 11.183942 11.378098 13.850909 10.636090 NA 10.732255 9.231885 10.647619 8.744508 8.590117 7.359736 10.007054 12.350145 10.085442 11.221400 5.237445 4.572629 7.354628 14.288328 10.984089 12.129649 7.527960 NA NA 10.241601 12.675917 11.185895 7.203762 10.747920 11.3336940 12.6652575 10.3051832 10.2811665 6.8371296 11.0753884 9.9068209 5.8444334 10.1406317 14.1424766 6.4818640 7.0094927 12.7800389 9.4594410 11.5554838 9.8307069 1.8000405 13.5293773 4.8224089 5.4438950 9.2529811 10.1346856 8.6371422 9.5748268 8.2037620 9.1707273 6.6244680 11.6660308 9.9024531 9.6329298 10.6611267 9.9707995 9.5426299 11.5998611 2.0224388 9.7513245 7.2094309 13.0218776 8.5571520 10.8108010 9.2164854 8.8981071 12.4831806 2.9155209 8.7189030 4.8875009 11.1539218 10.4275737 10.7663049 13.0847675 11.1667263 9.4630048 10.1083789 10.9446980 10.4434150 6.6329298 9.6867525 9.5268257 0.2151194 NA NA 10.0151683 11.1148458 9.3353151 3.3025384 8.0352560 8.6621606 9.9582288 TCGA-B0-5695 61 0 NA 1420 kidney stage i t1b n0 m0 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.59511498 6.29887272 13.59378528 10.97065870 -1.48883561 11.80429888 10.70325447 8.22693282 NA 2.68088692 12.63541540 7.03453268 9.23718916 8.70203031 8.14940673 10.49503334 8.08082659 12.91399894 2.09592442 8.64025398 NA NA 9.85026421 3.97040274 8.48107689 9.53056162 10.40957232 8.16381570 8.64924288 9.36193917 12.15585467 9.51799824 10.35017477 12.25506895 1.31834577 9.66620021 9.97347323 10.69088000 9.95495047 9.49111052 NA 0.09599191 0.51096192 -0.48903808 6.91611234 14.56209489 6.45933817 13.61376683 9.94924295 9.86466918 3.59843667 6.47097280 10.60537858 10.21227738 10.15617904 11.60259476 7.94559893 9.66831790 11.18472165 6.14032672 5.22521708 0.09599191 -1.48883561 8.93828373 13.21216908 9.14396604 10.24398628 8.50107484 8.07892680 9.17452901 8.13850476 9.83797903 12.03844795 10.03011574 8.22521660 10.08216900 11.08035187 8.38287602 11.48413017 12.91764099 11.28555215 8.93408683 9.44466168 2.37292425 12.33742012 9.39055420 10.08556448 9.12199578 11.51747236 -0.48903808 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7.516595 10.626990 11.43020670 12.71470129 9.75295410 10.07702504 6.24568010 10.95934540 9.96578428 4.77775635 9.38056474 15.10030432 7.33751933 7.54989015 12.95112311 9.23718916 11.51992471 9.31106188 3.26585692 15.19363640 5.35871625 5.42983352 9.99042793 10.10809237 8.87072042 10.30944270 8.58109172 8.91398292 4.55536217 12.65427441 9.68963585 8.97142687 11.09851411 10.48860860 10.06699799 10.96783866 1.31834577 9.66135289 9.13485239 12.34064313 8.66452302 9.21573926 8.50107484 9.06905685 12.51132312 2.59843667 8.71798515 5.05013162 10.94898302 10.16605434 10.86466918 12.91617890 11.36797998 8.51939958 9.38441510 10.84775644 10.56124479 4.59843667 10.15482709 9.24990772 0.51096192 4.61949518 0.09599191 9.50885606 11.42156494 9.06267922 4.44170922 7.84412637 8.82044737 9.61556968 TCGA-B0-5697 50 0 NA 1835 kidney stage i t1a n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 4 6 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 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8.3629331 5.6571655 8.8169091 10.1707680 NA 9.8968998 8.0555574 7.0982185 12.3252873 10.7900961 9.1663640 10.7926960 9.3385149 9.0770456 10.8042736 9.2565132 10.7523954 8.8906029 3.9079770 10.7338456 5.3306660 3.0538238 7.1182559 3.4408459 10.5661849 4.9827426 9.7100401 5.4929363 4.8291189 NA -0.6465638 11.3881835 10.6563090 10.9187247 10.6719274 8.6696660 9.3950232 7.7277503 10.9416307 10.9149112 10.9451406 9.1165969 9.8959328 11.6229496 2.1607266 8.6131279 -1.6465638 -1.6465638 10.3837069 8.2677699 9.3519750 8.3964117 9.8978660 13.0849157 13.4227504 3.0538238 11.2346897 14.3089210 10.3360217 -1.6465638 4.6201700 1.3533798 3.7109331 6.9607144 14.5275300 9.0115960 8.0133802 11.5714937 NA 9.0160530 9.2764594 9.9031692 9.5707365 7.4954913 11.7065314 9.7142316 11.3220513 9.1826079 6.6843012 10.0324247 8.9845617 4.7639639 7.2867509 10.3256464 0.00000000 0.05351300 0.00434930 0.40289000 -0.00549810 0.00000000 -0.01354000 -0.00981850 -0.00761010 0.00083195 0.00083195 0.00083195 0.00083195 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8.88183864 8.18943468 11.84009390 9.86266479 8.14617508 9.39435915 9.93034128 10.34277906 7.49293551 13.25684280 11.22201425 8.50820282 12.27112210 4.93834696 7.22374882 8.16395604 8.78383705 10.62863609 9.9768088 10.1186707 8.5905945 NA 9.9327005 8.3392265 8.2160221 10.6659839 4.9827426 10.3035759 9.6803757 6.4671262 6.1799330 9.7595896 6.7370891 13.5872663 10.5734605 9.8128162 13.4371132 12.1624492 7.4619091 9.8397168 9.8939969 8.8097389 9.9453743 10.3159192 7.0080207 6.8452379 13.3660091 6.7065319 10.9230029 4.0813055 0.3534362 9.8143524 8.8611790 13.2465913 8.9175341 13.8469899 8.7295099 8.5170343 5.8346986 11.4096836 10.0607438 14.0141604 11.7507905 12.1113995 12.9178913 10.8663718 2.3533798 10.5466018 10.4385250 10.7638359 9.1215690 8.8107654 7.3618131 9.8547241 12.9092918 11.7801735 11.5167198 5.5725532 5.6571655 7.4302000 13.2689587 11.2630902 12.3480032 7.9156273 -0.6465638 -0.6465638 10.5758776 12.9034098 11.2997352 7.0778988 10.8487400 11.345792 12.631398 10.243269 10.755597 7.710937 10.943972 11.465009 5.771236 10.141287 14.025085 7.350564 8.832154 12.840146 9.232968 11.695876 9.998593 2.812806 14.773641 8.134138 7.131462 7.960123 9.691564 9.132283 9.875966 8.854226 9.037256 7.451416 10.474594 9.922765 9.532049 10.429866 10.228750 10.956315 10.792956 3.845239 10.836192 5.461908 12.386450 9.201225 7.290023 9.845738 9.805404 12.664707 5.198875 9.191013 4.025808 10.857459 10.667118 11.075979 12.325287 10.755864 9.298097 10.752395 10.679814 10.373681 7.668534 9.722436 9.476859 2.812806 4.693236 NA 10.713683 10.767348 9.172765 3.523311 9.016053 8.251230 10.836445 TCGA-B0-5698 77 0 NA 2583 kidney stage i t1b n0 m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 105.52.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 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9.1115429 6.0897164 10.6345397 7.8406892 11.8169730 10.5330645 10.2635461 7.8819117 1.7321824 10.0106141 8.7151582 6.4326037 11.9657843 NA 4.7321661 NA NA 9.9753386 9.9244574 7.1072045 0.7321389 8.8406892 9.3939428 10.0630814 11.2991700 9.7377892 9.4970363 5.0540931 7.4736319 10.1479064 4.8196273 11.6754120 6.4600856 10.3885895 11.1833757 0.7321389 11.7008314 9.7349797 9.9195166 10.7051444 7.7433918 6.7982540 10.5006963 8.4600852 6.9800916 NA NA 9.3505501 7.6025296 0.7321389 7.3468745 9.0897166 3.0540844 9.7489729 10.2359904 4.1915942 11.8190041 13.2297670 11.2742292 10.3633416 16.0637114 7.7765587 9.9633858 3.5395187 9.0764605 7.5776547 3.3171304 0.7321389 9.4291322 9.2713234 8.1072040 9.3171272 7.8089803 7.7208496 8.2320107 6.7765594 13.5200672 10.9108295 NA 11.4472686 10.2771677 8.6979489 NA NA 11.3930519 7.1915962 9.2399593 8.6209078 7.8196273 9.3431895 8.1500173 11.8014130 2.3171304 9.2790592 NA NA 10.0742393 3.3171304 8.1072040 9.7321645 9.5713683 8.0450476 8.8036271 8.2078982 11.5640814 8.8869826 9.6480440 13.2727770 NA 10.8035197 11.0210307 9.5587130 7.8920358 9.8920359 NA NA NA NA 8.0984869 13.6197660 8.8665909 13.0962993 8.9269216 9.5330645 3.9020929 5.0540931 10.2320105 10.5053038 10.1688762 12.0099867 8.2635462 8.7655875 10.5650547 3.3171304 4.0540931 0.7321389 NA 9.3615212 13.5618873 9.0267854 9.9391790 8.8562858 7.6025296 10.0359454 7.9609831 8.9836469 10.4395237 8.6390552 6.8819117 10.2571177 10.2419397 8.8717158 11.1330441 12.3015456 11.8646643 9.0540928 8.7433918 2.0540844 11.0059602 9.2280197 10.3114805 9.6360465 8.4532636 NA 7.5523433 10.8354524 10.1294756 9.2238173 11.5118840 8.7377892 11.2905853 8.6629019 10.3114805 11.2857939 10.1956890 7.3267135 4.3171304 7.5135247 10.8288798 NA 10.3523845 8.1072040 6.7094450 12.6903548 10.1563309 8.8717158 10.4134030 9.2790592 9.5330645 10.5050235 9.1997702 9.7738238 8.8511056 2.3171304 11.6201467 6.8196273 7.6264975 5.9800916 2.7321606 10.5085976 5.9416181 9.6022210 6.0540931 4.5395187 NA NA 10.7915090 10.0359454 10.9379578 9.8459068 6.9989514 9.0359452 6.8132489 10.9244574 11.0279336 10.9489105 8.7094447 9.8275617 11.8888798 NA 7.7094444 NA NA 10.1605248 9.0359452 9.1956889 8.8036271 10.0427774 13.5182300 14.5749078 1.7321824 10.1436756 12.1228710 9.7545325 1.7321824 4.1915942 0.7321389 NA 6.7545321 13.5994433 8.3615214 7.7874468 11.6216686 NA 7.6979489 8.7738236 9.5200672 9.1244819 7.2557264 11.6739459 9.3133651 10.7669636 9.2596416 8.9416181 10.0336609 8.7037081 3.3171304 7.7012919 10.3302171 0.0072217 -0.0081048 0.0031910 0.6753100 0.6814300 -0.0023553 0.0018030 0.0054139 0.0019418 0.0193630 0.0193630 0.0193630 0.0193630 0.0072217 0.0072217 0.0072217 -0.0081048 -0.7142600 -0.7142600 -0.7142600 0.0031910 -0.0069195 -0.0062286 -0.0151910 -0.0151910 -0.0023553 -0.0030475 -0.0030475 0.0018030 0.0000000 0.0000000 -0.0041546 -0.0041546 -0.2178700 0.0102850 0.0079175 0.0019418 0.0193630 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.218 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.714 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.681 0.681 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.218 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.714 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.681 0.681 0.000 0.000 0.000 0.000 0.000 0.000 8.787447 11.604070 8.808980 13.468989 9.630010 NA NA 8.921989 10.460085 1.732182 9.656977 6.513524 8.715158 12.860159 8.183376 7.851106 6.798254 7.776559 8.098487 8.141555 11.040504 9.599443 6.124481 8.803627 9.686361 10.500349 8.141555 3.317130 11.090816 8.614808 11.901438 2.732161 6.590145 7.089716 7.602530 10.671744 10.8380731 9.9464838 7.3020201 NA 11.2220126 8.3394951 4.8196273 10.4377970 5.5395187 9.8717160 9.1287695 4.9800939 7.1915962 9.9919078 6.2557273 13.3046280 10.1936440 9.9170399 13.7806515 12.0198770 7.6863612 8.1072040 9.4870522 9.2674401 9.9824630 9.1751081 6.0175679 2.7321606 13.4579569 7.9020899 8.7928606 4.7321661 2.3171304 9.4151593 8.6569772 14.5822537 8.8143136 13.2727770 8.3171272 7.6269822 6.2424939 9.9513331 12.0825513 14.1935162 12.0099867 11.5085977 13.3576452 11.0585941 0.7321389 10.3975005 7.9705695 10.2848337 8.3760207 8.8717158 7.3468745 9.8970716 12.9210625 11.2270202 11.4239081 0.7321389 5.1915982 4.3171304 13.8116327 10.9391789 12.3001207 6.9020893 NA NA 11.8498077 12.6621627 10.8665781 7.3171268 10.7942107 10.960983 12.777924 10.263546 10.010614 7.346874 12.096299 11.818964 6.286754 10.139432 13.153535 4.819627 5.941618 12.925662 8.715158 11.700831 10.686361 NA 14.591699 4.779181 4.819627 8.856596 9.729344 8.902090 10.249834 8.596351 8.376021 6.881912 10.750365 10.454972 9.853698 10.324622 10.441248 9.593251 11.416036 2.732161 10.374216 8.526581 12.113037 8.830197 8.720849 8.856286 9.048672 12.578047 6.539520 8.748973 3.317130 10.835452 10.542736 10.968179 12.690355 10.934288 9.466874 9.773824 10.958577 10.778443 6.432604 9.415159 9.133044 3.902093 5.639056 NA 10.732165 11.377472 9.343189 4.054093 7.697949 8.309593 9.689267 TCGA-B0-5699 53 0 NA 2741 kidney stage i t1 n0 m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.87352563 2.67167834 6.59450675 9.15638524 -0.49817873 10.41912117 8.60765766 4.78715033 11.13313996 10.20132155 10.40638371 10.05489839 16.56815897 7.92170945 11.08200769 4.40863714 9.08200769 7.78483766 4.17417469 1.73135705 9.47185503 10.43174716 8.24152990 10.03215541 7.18122880 7.92170945 8.82142132 6.81463245 14.51960146 10.81718178 NA 11.60716661 10.65275617 7.46175118 -0.49817873 1.08671584 12.36516109 8.26993361 9.47041586 7.95913026 8.36748246 10.95424779 9.15010673 12.25074804 1.30911797 8.88976647 -0.49817873 NA 9.74730179 4.99360191 7.68165798 9.17946875 10.14560537 7.99560436 8.51017787 8.05441819 11.66526045 9.47185503 10.48260278 13.18939819 0.08664791 10.87847415 11.25955580 9.94469259 8.90476105 9.84881680 -1.49817873 1.08671584 0.08664791 0.08664791 9.24742343 13.64018094 5.44426288 12.91478199 8.79522082 9.48545541 3.96117878 7.27982598 10.64289837 11.19697741 10.24868331 11.93748450 8.26496141 6.84604444 10.45921397 4.22967251 4.25663330 -0.49817873 0.08664791 9.11461767 13.92108392 10.55940243 11.03410509 9.50456418 7.62069050 10.14018508 8.09046392 9.61079620 11.13792056 9.24152966 3.85930369 10.09437900 10.72303416 9.25830550 12.12128135 12.11381130 11.34802306 10.06732733 8.86409853 3.68642209 11.39410219 8.98657192 11.26101318 9.67854556 7.32192809 NA 8.27653621 10.77408728 10.60681298 9.68684750 11.25057094 9.07917808 11.02629084 8.93429092 10.09467325 11.09046379 9.41014179 7.95217687 6.04090777 5.83266727 10.49433350 -0.49817873 11.63022685 9.22966963 7.44426370 12.76948682 10.39011187 9.55431717 10.95630551 9.65656716 9.76149239 10.70545502 8.83378573 10.24826347 9.12013469 1.30911797 11.83923167 5.04090996 1.30911797 4.14560410 3.71119753 11.02775923 5.55703016 8.98455717 6.25369435 4.20219045 NA NA 10.90715657 10.74104929 11.52567672 10.91643440 9.09327150 9.91270390 5.53803214 10.60043926 10.35739629 11.86820797 9.43985851 10.41949412 12.36235117 2.82366785 8.06017009 NA NA 9.94676404 9.11369607 9.02531096 8.12928302 9.62328271 13.16079733 14.13647511 NA 10.22754146 12.64209963 9.83490443 0.08664791 3.67167834 1.50177032 NA 7.05633749 14.60986516 9.03702441 8.70754239 11.28495200 -1.49817873 8.33463933 9.00404402 9.58522847 9.41688153 7.62754993 11.47221455 10.09654031 10.63970084 9.86204761 6.94883209 10.38362784 8.50737366 3.92801020 6.82628916 9.90848554 -0.00332430 0.00388540 0.02020300 0.00624810 0.00124810 0.00000000 -0.01230000 -0.01422800 -0.01752900 -0.03653800 -0.03653800 -0.03653800 -0.02647400 -0.00332430 -0.00332430 -0.00332430 -0.00861650 -0.72187000 -0.71158000 -0.71158000 -0.71158000 -0.71328000 0.00624810 0.00854300 0.01433000 0.00000000 -0.00091717 -0.00091717 -0.01230000 -0.00595220 -0.00595220 -0.00112850 0.01628600 -0.00207840 -0.01615400 0.02890300 -0.01752900 -0.03653800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.841598 12.147070 9.436177 14.725996 10.205220 NA 1.961179 10.064469 10.948057 1.823668 7.950898 6.562445 9.409391 12.151679 7.631032 7.923814 6.961181 6.507374 8.065899 8.929062 10.851583 9.878960 4.056341 8.581234 10.219854 10.338589 6.402616 5.546144 11.208893 7.708763 12.218560 3.086716 6.283109 7.521340 9.791768 10.797231 9.7069314 10.5396392 7.6940416 NA 10.2740637 8.8832921 3.5892122 11.0392102 5.3965671 10.2151357 9.9657843 6.7778734 6.7732118 10.4468271 6.4732934 13.2974337 10.2172822 10.1146177 12.8200801 12.9275551 7.6102734 8.3409530 9.6252239 7.4442637 9.0389675 9.2202821 6.0409078 1.8236678 13.2327499 8.5825665 10.9311559 4.4086371 2.4086304 10.0467135 9.5852285 12.7574416 9.2296696 13.1893982 9.6323197 8.0810653 5.8197039 8.6741767 10.9665501 16.2160953 11.9374845 11.9004928 13.1948004 10.8298630 0.5017194 11.2806476 9.5685110 10.6174431 8.3425272 9.2583055 7.5434085 10.0853021 13.0294094 10.6492721 11.7686791 5.0716039 5.9855642 5.9196023 14.0668128 11.3153299 12.6668131 7.9570765 NA NA 10.7233363 12.7126487 11.8592860 7.5268889 11.0428457 11.41164222 13.28069892 11.20802928 10.33779950 7.01744872 11.92039238 11.08436156 5.25663707 9.88599327 14.08079984 5.92801494 7.58389812 12.49599117 9.58987488 11.75648252 10.87977299 1.50177032 14.67159586 5.62855782 6.10166268 10.59512374 9.67355148 9.24405861 10.50350914 8.70264785 9.02824839 5.65149663 11.91060957 9.81803072 10.69712135 10.30103073 10.43359462 10.22966963 12.18056931 2.74968443 9.77437890 5.30910341 13.16164415 9.32272586 9.70509720 9.50456418 9.08090465 12.92984754 1.67165570 8.60634784 4.54614128 10.77408728 10.41912117 11.85930113 12.76948682 11.38343668 9.24826347 10.24826347 10.90156113 11.03646782 6.10166268 9.64321766 9.70937353 1.30911797 NA 0.08664791 11.16863884 11.79655367 9.88058590 4.73056931 8.33463933 8.47616374 10.30870148 TCGA-B0-5700 77 0 NA 1082 kidney stage i t1a n0 m0 19-3-2015 male 2009 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA NA 2 3 3 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5281716 9.8164519 6.4014137 2.5236623 8.7035794 7.3688591 12.0828560 NA -0.3335161 9.2678312 10.2185504 6.5592945 9.9457350 7.9831019 11.7772813 11.3076506 9.4685285 8.7350719 2.5236623 10.2509100 7.8847365 5.2892037 9.7144825 NA 6.1324802 NA NA 10.2905303 10.0002139 6.8882428 1.2017593 8.3154843 9.5919111 8.7213785 10.2752142 9.8759344 9.2073665 5.9831008 9.5865259 9.2931776 6.8670785 10.0904854 4.9296632 10.9965640 10.9215587 3.4496670 10.2365411 9.0409458 10.1989216 10.4160612 7.2785572 8.7885820 11.0526555 8.7062035 7.4825127 5.0346339 NA 9.4614854 7.9091010 NA 6.2570238 9.1457220 2.2017279 10.3457629 9.2157626 4.0090963 9.7599428 13.5828118 10.8410828 10.6274824 16.6805275 8.1354328 9.8873669 4.0597273 9.7969995 6.8016553 5.3310244 2.0497353 9.3603518 9.3232755 9.0219211 9.8838589 7.4353619 8.3232755 9.4603080 6.6935957 13.8373468 11.0294817 0.7866800 11.9080222 9.1465274 7.2944994 NA 0.7866800 12.5954006 7.8527935 8.5854463 7.2241098 7.9831019 10.6185396 7.4963625 13.1848149 2.7867009 8.7428386 NA NA 9.7164561 2.9021894 8.8201276 9.4906082 11.1946804 8.1235829 8.6174840 8.9566297 11.6409912 9.9364517 10.5581941 12.2027984 0.7866800 10.2806534 9.2678312 10.4514481 10.3400139 9.6280067 -0.7983661 2.9021894 1.5236623 NA 8.2017422 14.2282655 8.2324094 14.2384308 9.9305129 9.8536907 3.2017436 7.0472319 10.7932644 9.7035792 10.3921841 11.7413444 8.0409461 8.0346323 11.3384128 4.5940588 3.0090963 2.5236623 NA 8.1790218 13.8152438 8.9194184 10.2529510 8.2434011 7.6026217 9.7253040 8.0721069 10.7090908 12.9318937 9.9847403 6.9499352 9.9519884 11.0163245 7.4544079 10.6940961 12.6328479 11.4314621 8.3716669 9.6138778 2.9274793 12.3297364 9.2185504 10.2590569 8.9125484 10.5919111 3.4496670 7.4401466 10.7394458 9.3312441 9.4379358 11.6156344 8.3915667 10.6955975 8.4038659 10.2610865 11.0882008 9.8969703 8.5345173 4.6611738 8.1026088 9.9961579 NA 10.2392891 8.1146315 6.0090963 13.3501392 10.3444873 9.0534912 10.8406304 10.0774914 9.2129693 11.0708616 9.5427048 9.2115708 7.3258631 1.2017593 11.2617624 7.4591299 0.2017593 8.7213785 3.8456004 10.4796106 6.5680640 9.4389521 5.8599546 3.9021797 NA NA 11.0885818 11.0191255 10.9570470 10.7125062 9.3335991 6.6363709 6.6987949 10.9711667 11.2748794 10.4057017 8.4917609 9.5168915 10.7611192 1.5236623 7.8599534 NA NA 9.8464996 8.1146315 9.6079470 8.3284465 9.9194184 12.8647442 15.0866757 2.5236623 10.4001872 11.7112697 10.1010990 -0.7983661 4.8456004 2.3716704 NA 4.7867061 12.7400523 8.7904567 5.7095360 10.8437937 -0.7983661 7.6280066 8.9763316 10.6042212 9.2984572 6.8882428 11.5208497 9.3977294 11.2745446 8.9108259 7.6855576 9.0705646 9.1280382 2.9851907 7.6862022 10.3483108 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.3716704 12.0265020 8.6693475 12.9888284 8.7601627 NA 2.5236623 9.6815224 11.5306974 -0.7983661 10.4714532 8.0090969 8.7331235 13.1933525 7.8599534 7.2351651 6.7791704 8.2351651 7.2785572 7.0597230 5.2461344 9.6280067 3.2017436 9.2556678 9.8021011 10.5625891 9.0377924 12.5471473 10.6190672 8.8987096 12.4416359 4.1086332 6.1790213 5.8882416 8.4160611 10.3232756 10.2461362 9.9474165 8.7563308 NA 9.5225427 7.9056457 4.8741674 9.5438168 4.1559354 9.8599536 8.8794616 6.2461363 7.6975973 9.5876045 6.7095360 13.0462517 10.8956646 9.1775900 13.7988053 12.1287792 6.1442565 8.8237939 9.2865504 7.2570248 9.6036883 9.4196998 5.7409006 5.8016553 13.5188013 7.8527935 9.9566295 5.5055226 0.2017593 9.6174838 6.8164525 14.1464999 8.2073668 12.2027984 7.9228413 6.8016553 5.2269940 10.3316691 12.4298092 15.5184479 11.7413444 10.4233292 14.2012136 10.1078811 1.2017593 11.3704142 9.6100718 9.1191141 7.5897590 7.4544079 7.1904272 10.4001872 12.4625146 8.9091013 10.9603817 1.5236623 6.5504698 5.4871454 14.6924714 11.2745446 11.6400141 5.9961582 NA -0.7983661 10.3200343 12.7356801 10.7581811 7.2017417 10.4317625 11.5309778 12.0676686 9.4685285 10.2509100 5.9699264 10.6693476 10.4172751 6.2570238 9.3425719 14.7142693 6.8670785 7.1617436 13.0923787 9.1775900 11.2098205 8.9649545 2.5236623 14.3430909 6.1245349 5.6111340 9.5226780 9.8644104 9.2310294 10.3946513 8.6153699 8.7225965 5.9159869 11.4877222 9.2003324 8.3565603 11.1060003 10.4650113 9.0628289 10.6431301 2.0090963 9.6217023 9.9682709 12.7515508 7.7409006 7.7486363 8.2434011 9.2612487 12.1818817 3.0090963 8.9732316 6.1675265 10.7394458 10.1559384 10.3187358 13.3501392 11.3476742 8.7154696 9.2115708 11.3060132 10.1582053 5.7563321 10.2129693 9.5214142 0.7866800 7.4274796 -0.7983661 10.2732044 12.3474147 8.8127668 4.6611738 7.6280066 8.1960955 10.2386025 TCGA-B0-5701 65 0 NA 1732 kidney stage iii t3b n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.739699e-06 8.323135e-07 11.8438126 10.2895859 9.3437058 4.3278813 10.9789326 7.3614850 11.5902521 NA 2.1240303 5.5258215 8.4716390 5.6154575 10.2205577 7.4978055 12.2328253 10.4425418 10.3450167 10.1733710 5.8403298 9.9039761 6.8986292 5.1711548 13.3689763 NA 4.4103411 NA 0.2403754 9.3939700 9.2333563 7.3331750 2.6998403 9.4015498 9.3091962 8.6854328 10.6208791 10.2950224 9.4859708 7.1352363 11.1222968 10.5315887 6.3065065 10.9473457 5.6666828 10.5974201 10.1807316 2.8253786 10.5924614 9.1533073 10.0621920 10.5177054 8.2902668 7.1473087 9.9048653 9.3882081 7.9852516 5.0217773 2.0477827 9.7863477 8.3515537 3.9953036 6.2738403 10.3920689 3.4103411 9.9776653 11.9479929 3.3278742 12.1244683 10.2977329 11.2957005 9.6498089 15.2933257 8.2004200 11.0521941 4.0984027 8.9110744 7.4644200 5.0217773 1.5623279 9.1123233 9.7590713 8.2004200 9.5327397 8.7201984 8.7717994 9.9373856 6.2404174 14.1850386 11.5921855 2.6998403 11.0090159 10.8445635 8.4203270 NA 7.5165423 11.2827614 7.3065074 10.2184134 8.6284353 7.7442439 10.7462296 8.4523063 11.1750598 0.2403754 9.1755830 NA NA 9.6001675 4.5979721 7.4103428 9.4364053 9.8055201 8.3799692 9.6603782 8.8770427 11.9647507 9.6666828 10.1585358 13.8800414 1.5623279 10.3305238 10.7571029 9.7969241 8.6154575 9.4966267 NA -0.7595025 NA 2.2404059 5.4692381 13.5210438 10.1284001 12.0439438 10.1763197 9.7070043 3.1473067 6.6412975 9.8449712 11.1585358 9.0983990 10.9303723 7.3172335 9.1960680 10.4234330 2.8253786 2.6998403 6.0217773 -0.7595025 9.9269186 13.8872580 8.7100598 10.2283926 9.1562975 6.8842743 9.3051607 7.5025128 8.7008534 8.7382700 8.6603782 5.5072048 9.9221220 10.0184951 9.0999529 10.3058342 12.2130389 11.9406410 9.6284353 8.5487572 2.0477827 11.8546677 9.6056469 10.5974201 9.2697053 9.4764321 NA 6.6498094 11.0303592 3.9770234 7.6382209 11.1792625 7.7756932 10.8505201 8.8007508 9.7120933 11.9339050 10.6693016 8.1305304 3.6998514 7.1291614 10.1488106 NA 11.0964545 7.0921673 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9.1352357 5.6666828 11.7407620 10.5077900 9.4704384 10.4883455 9.4812093 9.6498089 11.1203841 2.0477827 9.8384706 6.8178471 12.6809213 9.2446386 10.0291363 9.1562975 9.1196184 12.5112973 6.2291034 8.5533010 2.4103411 11.0303592 10.2854950 11.0372688 11.9527301 11.2851537 9.3265542 9.9084165 10.7844165 10.4489207 6.0605965 9.4265323 9.5566996 -0.7595025 1.8253786 NA 10.8277268 10.2362064 8.9216565 3.1473067 8.0890410 8.7541456 9.6056469 TCGA-B0-5702 71 0 NA 1605 kidney stage i t1b n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 1 1 2 2 2 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.8783219 9.5263940 7.6500522 8.8650654 9.6002541 7.1501260 3.8426973 7.7006783 8.9470343 6.7495879 10.9606003 9.8199774 11.1834378 9.7519907 2.1057451 10.9883750 6.9130869 12.2125130 9.0005496 6.1354795 3.5207742 11.7963120 9.5066115 4.1057284 7.3662593 NA 5.4276598 8.4923131 NA 5.9470349 8.8783213 5.8426973 10.8750188 3.8426973 6.3021289 9.1132265 13.3609573 7.5094544 10.4470655 16.3573623 6.9301601 8.2486899 2.8426973 9.3151853 6.1646254 7.9301601 4.6082297 12.0359765 7.5975848 11.6881876 10.1501260 4.9801990 9.1280998 9.2037640 6.1057325 14.5462551 10.7265627 NA 13.0967813 5.6018540 9.1391551 NA 3.9801990 11.2186058 6.6082326 8.6956950 7.1931951 7.3911344 9.3818563 4.3281256 15.6520179 5.0443329 4.4276598 5.2756552 5.0443329 6.9637134 6.6082326 10.4559345 10.2571714 11.1076092 7.4515070 8.4034126 11.0953630 9.4631373 8.2756571 12.8041472 10.5137078 3.6906964 8.4385590 8.6500526 9.5009090 10.1446510 8.2212091 NA NA 4.9801990 5.0443329 5.2212082 14.3683162 11.5801139 12.0791901 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0.000 0.000 0.000 0.000 0.000 0.000 -0.133 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.122 -0.161 0.000 0.000 0.000 0.140 0.140 -0.142 -0.142 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.722893 10.659041 6.670516 10.846075 6.403413 NA 5.164625 10.695695 11.467829 NA 8.463284 8.565163 9.350492 14.542096 10.508033 8.113226 5.221208 9.189654 9.265603 6.221210 8.759174 9.537578 1.520749 11.240158 8.463284 9.189654 9.871709 11.534790 8.778157 10.073439 12.215998 5.650052 4.913086 8.028564 6.275657 8.262236 10.098198 10.567893 11.452246 NA 10.186105 7.207270 6.164625 8.036469 NA 10.838182 6.787557 5.221208 9.067664 8.644891 4.768698 12.146935 12.508389 8.433659 11.321669 9.969918 4.842697 10.651340 8.028564 6.608233 9.889276 10.364690 12.443725 10.307039 13.834078 8.409513 7.565164 8.255479 4.690696 8.951222 8.433659 12.629947 8.359973 10.513708 4.427660 5.980201 NA 14.906160 5.164625 15.270377 7.608233 9.904474 13.449843 8.787556 NA 12.164175 9.457407 8.520770 4.520768 4.842697 6.730223 11.757382 11.596249 6.135479 9.142821 3.690696 8.554192 6.565163 13.588647 10.398820 9.543137 6.586859 NA NA 9.498049 12.510873 8.260753 6.193194 8.602919 10.724117 10.781689 5.378751 11.158300 5.328126 9.356820 9.576052 7.262237 4.221212 15.730527 6.749588 3.690696 13.195844 8.782864 10.714295 7.608233 NA 15.342444 6.384461 4.221212 6.996503 8.445582 5.608233 8.028564 6.474966 7.639710 6.474966 10.397286 7.796894 4.980199 13.445582 9.906632 8.565163 8.908787 3.105728 5.427660 10.556943 12.620114 3.105728 5.565165 8.090625 9.645976 11.567893 6.608233 5.806172 7.315185 10.248690 7.887091 6.353660 14.627905 6.895809 6.608233 7.851687 12.149671 11.080147 8.917374 10.980201 8.925911 3.328118 5.565165 NA 6.135479 13.161010 7.340949 NA 7.059928 6.963713 7.353659 TCGA-B0-5703 73 0 NA 1203 kidney stage i t1b n0 m0 19-3-2015 male 2009 263 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 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7.91982630 NA -0.97199672 11.98441881 12.15668146 11.37701141 7.06146516 10.77161483 11.6689654 12.8973473 10.1424097 10.4262520 7.6130048 11.5321168 10.8918418 6.3943649 10.2326138 14.2372405 7.5158827 7.6204999 12.0654009 9.1828609 11.1244284 10.1643930 1.3499880 14.2224148 6.9428464 6.3134454 8.7553336 9.2616624 9.3146005 10.3186376 8.5666002 9.1772690 2.9349316 12.1487666 9.8930026 9.9902157 11.3269644 10.3146005 9.4740920 11.1727009 2.8353986 10.0024573 6.3855950 12.8347383 8.5749371 9.0067530 8.9258882 9.7483896 12.4043037 4.0280387 8.8273243 5.4374342 11.0934588 10.5143749 11.0031741 12.1490905 11.1589349 9.3723386 10.2116781 11.6358353 10.8999171 5.0724360 9.9851448 10.2753768 0.6129658 4.8094042 -0.9719967 10.4214331 11.2209919 9.4289221 4.1573267 8.0476333 8.3789819 10.4299888 TCGA-B0-5705 65 0 NA 3668 kidney stage i t1 n0 m0 19-3-2015 female 2002 3335 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 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10.2045496 9.3636201 9.1609605 6.4318402 12.3947663 9.6050226 10.6933463 10.6355995 10.3766993 10.3792377 11.3871411 3.1341552 10.0220917 2.9277069 13.0394952 8.9120184 8.3984466 8.9354916 9.4902161 12.5307651 4.7664308 8.9120184 3.5126694 11.0933896 10.4775682 11.0803843 12.7808990 11.2828912 9.0322075 10.1137285 10.3937467 10.7686350 5.3253001 9.5831714 9.0930031 1.3972006 8.4696699 -0.1877072 11.1507829 11.3958792 9.9517836 5.7664282 8.3160579 8.5804165 10.5155591 TCGA-B0-5706 45 0 NA 2414 kidney stage ii t2 n0 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.925858 2.896117 11.401922 9.238926 14.265617 9.092508 12.986444 8.997649 8.366431 7.478767 11.345947 10.796978 16.604979 11.603964 11.545966 12.957032 10.776715 6.834710 10.499737 9.614929 10.949584 8.737413 9.025394 7.568536 11.055141 13.287354 11.793956 11.553131 1.311154 5.218037 6.333517 13.978407 11.237444 12.438498 5.770581 2.311154 NA 10.491057 12.859970 11.590132 6.955005 10.993265 11.496643 13.000273 11.038201 9.800996 7.911061 10.435270 12.669250 6.633077 10.164458 15.663295 6.786881 6.440431 12.346600 8.770580 12.062692 10.662087 1.311154 13.927697 7.650999 5.896110 8.628018 9.871481 9.021955 10.792948 8.205966 9.028825 10.028825 12.429440 10.650998 9.896111 10.113665 10.259516 9.316773 11.477311 4.118501 10.052615 5.896110 13.004180 9.121720 7.614929 9.826848 9.573760 12.513578 11.682925 7.940505 4.118501 10.507136 10.411811 11.085935 12.491057 10.925858 9.532735 10.355542 10.795971 10.630132 5.703466 9.537560 9.800996 NA 2.896117 4.481073 11.396621 10.667468 9.953200 5.770581 8.112048 9.175334 9.942325 TCGA-B0-5707 39 0 NA 2828 kidney stage i t1a n0 m0 19-3-2015 female 2004 2592 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA NA 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.4655925 9.5530548 13.8656360 10.4478415 7.4498246 15.8890390 8.0505545 11.4093808 3.8000094 10.4927767 8.1094483 6.1708484 3.5858879 8.9150096 9.0578280 9.0294926 9.8085361 9.6750453 9.1804346 8.7843803 6.3343466 13.1758743 11.3753546 1.2639358 11.6641971 9.7821705 8.0027256 NA 8.3598826 12.3142148 7.8459115 8.7780804 8.0790212 10.1852039 11.8137427 9.3797821 8.3078492 1.9420453 9.4348846 7.9164444 -1.0579923 9.5677388 4.2995817 8.6320279 9.7085589 9.3039736 8.7828079 10.4423739 9.2446688 11.4840945 9.5033179 10.4665717 14.3294415 4.1899589 10.0498616 10.4318779 11.1075651 9.3911785 10.3503597 NA 3.1899510 0.5269702 2.1119661 6.3682952 13.3874975 10.9423821 9.5840816 10.4782772 11.7515971 5.8000120 8.2458108 5.9973127 10.9570965 11.2306077 11.8959808 5.9643986 8.2064723 11.8688818 4.8000094 6.1119557 7.9020320 -1.0579923 9.4975776 13.0935222 10.5759333 10.9020319 9.6171049 7.3429094 9.1636170 7.6493891 10.3057869 10.1863937 8.6355168 6.8845442 9.7538221 10.3792618 8.3407737 11.8962262 11.5351876 11.6962911 9.2169905 9.6320279 6.1252192 12.8122983 9.1490441 8.7812338 8.6614186 9.6223894 1.2639358 8.3766581 10.2639580 4.8385434 8.0074192 10.8564151 8.2134931 10.5876884 8.9434382 10.6372582 11.9096164 10.3719597 8.4189788 5.1119536 9.9843733 9.8631270 NA 9.8292505 8.0400623 6.0188456 12.4919349 10.6280927 8.8801394 10.7056573 9.0505545 8.8246730 11.1801360 9.5484351 10.7649990 8.8139351 5.6285316 10.1392467 5.6834972 4.0580653 7.7843803 0.9420077 10.6206300 3.5858879 9.2332007 4.2707980 2.9420265 NA 2.2639658 11.4857868 10.8239086 10.6429031 11.1884736 8.3535408 8.6213867 7.9548779 10.1899575 11.2918640 10.4408791 9.0040760 9.8031169 11.0423638 3.9864200 8.9518585 NA NA 10.5265227 7.7069014 9.3524814 7.8903974 9.9420299 13.1941040 10.9945980 4.3682934 10.0374270 14.9552435 10.4840945 0.5269702 3.9420265 0.5269702 1.7494055 5.4655925 14.5449607 9.1780441 7.3973572 11.8279169 NA 9.2962794 9.1103635 10.7327857 9.4714604 7.1063839 11.7188742 9.6682480 11.4159893 9.0560196 4.9643986 9.3901462 9.4616663 4.2833069 7.2895625 11.3651458 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.34677236 12.07436899 10.63769320 12.36619622 8.57502523 0.94200771 -1.05799229 9.57774811 11.00291161 -0.05799229 8.50617942 7.97545307 8.67843183 14.65863507 6.35142162 7.33863478 7.13185490 8.29517658 7.04531737 8.17804432 12.16316386 9.76619312 2.40146664 9.86758439 9.94454253 9.98642402 8.03742670 14.27389159 10.42433375 8.10944832 12.39748303 5.11195357 7.56773861 8.80621610 8.62151016 10.01817750 9.2480917 9.7717527 9.5042724 0.5269702 10.1435413 8.7380696 9.0866882 10.4792483 3.1119494 10.5636240 9.3994108 6.9193103 5.4966189 9.2617022 6.7429292 13.5212869 10.9857408 9.2204794 13.4190292 12.4740205 6.7414414 9.9979901 9.8653575 8.8757205 10.4343839 10.9557016 5.3849719 7.5930818 13.8110453 4.1119577 11.4522996 4.0713165 NA 9.8131652 7.9420300 13.1728009 8.5156770 14.3294415 8.3061647 8.6355168 5.5744437 11.9513337 10.3947859 12.7049310 11.8959808 12.2489461 12.9298269 10.5845329 2.5269952 10.3535409 8.6834968 10.2913112 8.4557575 8.3407737 7.3808221 9.8984061 12.6294056 9.0081190 11.2067628 5.8962258 5.6562761 8.1994176 13.2263234 11.3154389 12.0838178 8.7956981 -1.0579923 -1.0579923 10.5525934 12.7890873 10.7064661 6.9532571 10.7372579 11.6344275 12.3845847 9.5109360 11.3651458 5.0294926 10.9747645 8.9685533 5.0294926 8.9063708 13.2553311 8.6179871 9.2041248 12.6613075 9.4994935 11.3787415 9.4811887 1.5269702 15.2950561 7.8440736 6.0188456 7.3597979 7.6250242 8.8519230 9.9754529 9.5288698 8.9106967 6.8368482 9.8085361 9.4966187 9.2729467 10.8326742 9.9836891 11.6095850 10.6699504 2.2639658 10.7653972 4.8727697 12.3406534 8.7542071 7.5307442 9.6171049 9.8678069 12.5271098 5.0294926 9.6346454 4.0713165 10.2639580 10.9809489 10.1642211 12.4919349 10.7784748 8.9106967 10.7649990 10.6263402 10.2475217 8.1611984 10.0596730 10.1768473 2.5269952 5.6834972 NA 9.2962794 10.1412790 9.0531657 0.5269702 9.2962794 8.5493604 11.3651458 TCGA-B0-5709 62 0 NA 3117 kidney stage iii t3a nx m0 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 2 4 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.8940441 12.3777771 8.5795339 9.6702570 10.8513559 3.9665597 12.6207015 9.5881779 10.7655527 10.6710709 8.1583178 7.2424987 10.2564564 9.1319801 7.7224920 7.3815940 -1.7060410 10.3766133 8.6092811 1.6160753 7.0152310 9.9129758 4.0490208 9.4201906 10.5927669 5.9014607 11.6462315 13.0373355 11.0915904 10.2318731 14.7361031 7.7515126 9.8157320 4.5609167 9.4783870 7.4130727 7.6560751 1.7350889 8.4876568 9.5839199 8.5120894 9.5921941 8.8438586 8.2714117 8.2085168 7.3762808 13.1246468 10.6024706 -0.7058057 11.9082662 10.4104722 9.4111252 NA 4.3815949 11.6173271 7.8176936 10.5054115 7.5157188 8.7266735 11.5170773 10.0032154 11.7254568 1.7535618 9.3247987 1.4640409 NA 10.0527711 6.5887521 8.8029166 9.6880583 9.8083524 8.4876568 9.8620876 9.5319389 11.6794170 9.6751337 10.1286026 13.1125639 4.6339833 11.3244970 11.2950118 9.7308430 9.8549421 10.2706957 NA -0.7058057 NA -0.1209216 7.3921637 13.2609974 4.5795362 13.1765835 8.8573279 9.6222455 5.1889508 6.6691714 10.6650913 11.4041254 9.8823777 11.5848762 9.0926034 8.5060199 10.4653083 7.5749023 3.1014820 -0.1209216 -0.7058057 9.2285597 14.0090210 9.5644269 10.1575435 10.2118766 7.9234879 10.0301106 7.3815940 9.4297959 11.5590139 8.5714189 7.0754909 10.2006577 9.7365567 9.5367102 11.7877369 11.6116855 10.5899004 10.5725810 8.7193474 3.1976453 11.2191295 9.4201906 10.5096646 9.3303052 11.1194879 3.6864445 9.1859153 11.2311375 8.9652215 8.2755989 11.2073950 8.4777668 11.6837629 6.4888877 10.0519383 11.5476836 9.5789557 8.1860974 6.1889488 7.5277514 10.6653636 -1.7060410 9.8347439 9.2541334 7.8847188 12.0570326 10.0901712 8.8996110 11.0431629 9.6604538 9.3357907 10.7461334 8.9243986 10.6560753 8.8118011 3.7859794 11.3253158 7.2100108 3.8176949 6.5562271 4.7203989 10.9632381 6.6428604 9.7222980 5.7138388 5.0490208 NA -0.7058057 11.2241296 10.2810401 11.1904639 10.3602207 10.1155070 10.0585677 6.0615883 11.0194978 10.1556062 11.4822567 9.3662641 10.0126645 12.4483959 0.2940766 7.9379876 -0.7058057 -1.7060410 10.1450997 8.3357905 8.9433878 8.4640564 9.3849057 14.2020080 14.8113703 -0.7058057 11.3947939 12.9433877 10.5274516 -1.7060410 5.3577420 2.1014820 NA 8.0982627 14.9291127 7.5205440 9.0305333 12.5762064 NA 8.8940444 9.1566295 9.8352282 9.7663147 7.7182979 11.6243482 9.8601856 10.9037721 9.8295674 8.4065711 10.3102434 8.8058841 4.9122235 6.6589227 9.1821137 0.00235810 0.00305220 0.00180300 0.24104000 -0.00664320 0.00166420 -0.00774820 0.00736090 0.00513590 -0.02698800 -0.02698800 -0.02698800 -0.02698800 -0.32077000 0.00198730 0.00235810 0.00305220 -0.32739000 -0.32739000 -0.32739000 -0.32739000 -0.24056000 0.04085900 0.00332990 -0.00235530 0.00166420 -0.00027724 -0.00027724 -0.00802440 -0.00298320 -0.00298320 -0.00076037 -0.00076037 0.00195390 0.00000000 -0.00733390 0.00513590 -0.02698800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.263 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.263 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.7799609 12.2208908 8.9700886 12.0650019 9.9652303 0.8790784 2.6864557 9.7391464 10.7269318 3.8176949 8.7318838 4.2010222 8.8658842 13.2086101 9.0606605 9.3961072 6.1270224 7.5011461 9.2226500 8.4628037 11.2490548 10.0330682 6.8332899 9.0590031 10.0857015 10.4410184 9.7819716 11.6152141 11.7247148 9.9871828 12.0577516 2.2010065 6.3921628 6.9234879 4.9806332 10.9692065 10.1660368 10.6590869 7.7474022 1.1015156 10.4221259 8.7013993 5.4026574 11.0954357 5.3053577 10.4285578 9.6362063 6.0355975 8.0901712 10.2760555 7.2010222 13.6717488 9.9230327 10.3858974 13.1194879 12.5126191 8.1552185 9.6439657 10.1976369 9.1364819 9.3882091 9.5265524 7.4690573 8.1030958 13.0838690 7.6272865 8.5967704 5.8715603 -0.1209216 10.1450997 10.0435820 13.2298031 8.7109290 13.1125639 9.1135125 8.2671111 5.0584724 9.1790651 11.5901874 15.8529184 11.5848762 12.6827543 12.8006871 11.1721825 2.6160518 10.9246262 11.4384712 10.4365578 9.1851557 9.5367102 7.5491601 10.0233274 12.9556313 12.2566661 11.7435369 4.3815949 5.5325352 4.9234868 13.5754161 11.2370125 12.3373298 7.2599155 1.7535618 NA 10.8654101 12.7559307 11.7732588 7.2685457 11.1184937 11.549603 13.241677 10.549160 9.711457 8.223390 11.047766 11.070153 7.658266 10.499925 14.375214 5.894044 8.217459 12.937125 9.008377 11.907115 10.603039 3.152119 13.906194 6.735333 6.848721 8.303373 10.449266 9.713565 10.264956 7.631753 8.816713 7.335791 11.656486 10.085701 10.512392 10.383251 10.414369 9.861612 11.363581 4.560917 10.608148 8.978880 13.016870 9.619437 7.308152 10.211877 9.642810 12.734222 7.852552 8.239576 6.560918 11.231137 10.447684 11.417606 12.057033 10.833775 9.869671 10.656075 10.657719 10.964292 6.959468 9.565595 9.867779 5.937987 2.101482 NA 11.330820 10.059103 10.038965 3.937985 8.894044 8.169113 10.168729 TCGA-B0-5710 57 0 NA 1459 kidney stage i t1b n0 m0 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.9356389 10.4234705 13.3723507 10.8870026 10.3600891 15.0714004 9.0782293 9.8992382 4.9160084 9.1866417 7.8606121 7.0390682 1.1671652 7.6745532 9.2190405 8.9929723 9.4074241 9.1217200 7.4844089 9.1302629 7.2180391 12.1008177 10.5950083 NA 11.4270589 11.0571502 8.4091805 NA 3.5841688 10.8545024 8.1856173 10.2822127 8.0231017 7.6179692 10.6894431 9.3509812 9.7272280 3.6803806 9.0925080 NA NA 10.0626923 5.9060945 9.1323907 9.0011461 10.0903205 8.3408956 8.5009729 8.9621999 11.5269846 9.5026188 9.7177076 12.1048870 0.3111543 11.2879677 11.1209164 9.7506328 7.8784703 10.4481393 -1.2736919 -1.2736919 -1.2736919 NA 7.7678448 13.5664719 8.1566383 11.4846172 8.6057691 9.3861817 3.4266271 5.9835728 11.5175522 10.7989883 9.2595154 11.7203093 9.5957796 7.3073866 10.6905267 4.8759324 7.2140257 0.3111543 -1.2736919 9.5132720 13.2933694 9.4651225 9.9562062 10.2740443 8.2536627 9.8366691 7.8347100 10.4297173 9.3799265 9.0957831 7.9812145 10.5695887 9.6247872 9.7134498 11.6349536 12.8706847 11.2575672 9.7540918 8.6561542 2.5771750 10.8392767 9.3564529 9.6003987 9.3763399 9.0615761 -1.2736919 9.1066469 11.2334849 7.5003798 7.3945039 11.8570780 8.8189429 11.5116382 8.4056657 10.0946923 11.7559906 9.8612537 7.8577086 5.1691273 7.2998326 10.4819079 NA 9.7664754 9.8169598 7.8320944 12.5745153 9.6413182 8.4300895 11.6681503 9.5431693 9.6225182 10.3671762 9.1249296 10.7905917 7.9669772 0.3111543 11.5044682 6.6450488 4.8525782 8.0299663 5.1012256 10.4587772 5.6687006 11.7543595 6.1954204 5.1355759 NA -0.2738663 10.8133170 10.2822127 11.4185833 10.0782291 7.7205391 8.7705526 5.8408660 12.9872523 10.4052259 11.6776526 8.9234024 10.2682503 12.3636031 -0.2738663 7.9160102 0.7262209 -0.2738663 9.8702066 9.2280228 9.1195761 8.4126863 9.5391652 14.5966950 15.0440046 1.5335633 12.0555617 12.7773097 10.3632634 NA 4.0426969 NA -1.2736919 7.7177073 14.7033539 8.2922397 9.2300115 12.8825059 NA 8.9036053 9.1526182 9.2250351 9.8535352 7.6210035 11.3349026 9.6767417 10.7773947 10.0605819 10.3906331 11.6244092 8.9752992 5.4020024 7.4565877 9.9841628 0.00319100 -0.00443120 0.47959000 0.57701000 0.00083195 -0.01009400 -0.00522650 0.00736090 -0.00871460 -0.01340600 -0.01340600 -0.01181700 -0.01257600 0.00319100 0.00319100 -0.00266010 -0.00443120 -0.59029000 -0.59029000 -0.59029000 -0.59029000 0.00416320 0.00027728 0.00471900 0.00471900 -0.01009400 0.00110930 0.00110930 -0.00449870 -0.00138580 -0.00138580 0.00263570 0.00263570 -0.58708000 -0.00387790 0.00499690 -0.00871460 -0.01340600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.587 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.590 0.460 0.000 0.000 0.000 0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.587 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.590 0.460 0.000 0.000 0.000 0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 4.7034662 11.9491316 9.5598665 11.8989258 10.2663138 -1.2736919 0.7262209 9.2290175 11.6843759 0.7262209 7.8003272 4.7922775 9.3736441 10.6398232 7.2653450 7.4021432 6.1937915 8.2517068 7.7895806 8.3968419 10.9230952 10.0265384 4.6330766 8.7499401 9.7902548 10.9325897 7.7457765 1.7261773 12.1675738 8.9729264 12.0874346 1.7261773 6.6919696 7.0162043 8.9941430 11.2212912 11.0922347 10.3839508 7.4472849 NA 10.8386253 9.1259977 3.4810793 11.0540190 4.5335384 10.0458579 9.4021427 5.3700422 7.6569232 10.4113725 7.9184787 13.5564534 10.3376717 10.6602452 13.3618472 12.7821460 7.8657370 9.4718601 10.5451673 7.1355769 9.6781989 9.5574930 7.4541060 4.9356389 13.1782339 10.6930516 9.2300115 5.1012256 3.8554715 10.0908676 10.1077287 13.0571726 9.4844091 12.1048870 9.7773947 7.5716761 6.9965740 9.2526851 10.9172450 14.9307187 11.7203093 11.7499401 13.3689708 11.2014125 0.3111543 10.1493017 10.3339783 10.5783250 9.3682375 9.7134498 7.9356389 9.9344201 13.1651075 10.6118821 11.8325835 6.0837367 4.8347112 5.4810729 13.5608578 10.6107379 12.7921908 6.3772383 NA -1.2736919 10.1350461 12.8660568 11.7045315 7.7429938 10.9666790 10.9711442 13.4668098 10.8714811 10.2993595 6.6628236 11.4856579 10.7637327 5.1355759 11.0905941 14.0431248 7.3772374 6.2730794 13.5197764 8.7651047 11.8822688 10.0626923 2.7261773 13.3301018 5.9383658 6.2339801 8.6653828 11.4791935 9.3381327 10.1435109 8.7330448 9.2390151 5.4676512 11.5895977 10.2344757 10.3794787 10.1222553 9.9717384 9.2595154 11.4943701 2.6330824 9.9544032 9.1238604 12.8805664 9.5495531 8.0726997 10.2740443 9.2803718 12.9602547 4.0115851 9.3491527 4.2180372 11.2334849 10.8444034 11.5136803 12.5745153 10.9532000 9.1281318 10.7905917 10.6270526 11.0369178 5.7148692 9.6103562 9.5375605 1.5335633 -0.2738663 NA 11.3242383 10.5343294 9.8314395 4.1856208 8.9036053 8.0162043 10.1968447 TCGA-B0-5711 50 0 NA 2931 kidney stage iii t3b nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 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13.2425234 10.7035650 2.0836559 11.4848858 10.4424045 8.0397849 NA 3.3060435 11.9755610 7.6509727 9.8845506 8.6698651 7.6560351 10.6208692 9.0656937 11.7670621 2.4986849 9.5573565 NA NA 10.2077721 5.8650107 8.5485368 8.9662938 10.5396629 8.4130736 8.4279468 9.1041678 11.6331499 9.4565158 9.8600838 12.7294593 0.4986594 10.9079413 10.9377399 9.9779633 7.3904717 9.9985342 NA -0.5012385 0.0836559 -1.5014428 8.6085188 13.8947244 9.5808372 12.4785600 8.5714906 8.9488686 3.9249550 6.6382390 11.0067306 11.1934814 9.6878951 11.5913678 8.6241016 8.2418397 10.8666489 4.5430813 2.5861402 -1.5014428 -1.5014428 8.9550428 13.5179315 9.8217431 10.2648030 9.7938832 8.5071167 9.8813122 7.8584380 9.3331594 10.9529875 8.9591442 5.3690546 10.5556680 9.8457560 9.3690529 11.6083557 12.7154341 11.1860640 8.8823927 8.7944571 4.0235038 11.1490669 9.1198243 11.1969589 9.6337561 10.5664587 0.0836559 8.7032592 11.2015102 10.4014591 8.5178343 11.5978716 8.6723652 11.4811471 7.9333165 9.8748137 11.7917287 9.4115775 7.5466028 4.6484367 6.5861507 10.5137548 -0.5012385 10.4702318 9.0455828 7.5808374 13.0220664 9.7424573 8.5714906 11.5401763 9.7566652 9.2865908 10.5406725 8.8440934 10.4521572 8.3299954 2.0836559 11.3881922 8.0874029 1.4454089 7.8340785 5.0836516 10.8718252 7.1746451 10.2577442 6.0465849 4.3813318 NA -1.5014428 10.6195741 10.1733219 11.3500469 9.9181217 8.7689835 9.3180691 6.0252260 12.2736812 10.1604663 11.8806367 9.1764078 10.1899956 12.3626809 NA 7.7771376 -0.5012385 0.0836559 9.8312843 9.9540155 9.1280449 8.4731030 9.4831067 14.0968571 14.8115712 2.5861402 11.2983746 12.9899777 10.1239404 NA 3.4528853 -0.5012385 -0.5012385 7.7323079 13.9108942 8.6458933 9.0104408 12.5107016 -1.5014428 8.5940853 9.1559083 9.0780043 9.2857746 7.4528260 11.2178632 9.5593842 11.0515974 10.1175326 8.4323790 10.9696013 8.2931042 4.9431243 7.7184863 9.6407953 0.00131830 0.01049500 0.00730650 0.58838000 0.01161000 -0.00588220 -0.02157700 0.00000000 0.00910170 -0.01897000 -0.01897000 -0.01897000 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8.5674664 11.7526834 9.7846684 5.7748134 8.3828587 10.1711136 10.9317520 7.3752054 10.2021593 12.2076643 8.5914453 11.9516900 2.6686184 7.0455828 7.0339636 9.8013271 11.2707966 10.188686 10.490564 7.209494 NA 9.867195 9.192175 4.607212 10.972140 5.083652 9.934358 9.270178 6.192174 7.219787 10.513755 7.341038 13.509173 10.239734 10.385147 13.126678 13.018693 7.708142 8.650973 9.694675 8.107867 9.088339 9.000525 6.240156 4.688510 13.176133 9.389712 10.646211 5.344179 4.171111 10.225332 9.894758 12.621354 9.078004 12.729459 9.767815 8.041720 6.286722 8.962213 10.598693 16.207974 11.591368 12.063671 13.871349 11.085528 2.083656 10.371363 10.173322 10.519668 9.263560 9.369053 7.788707 9.859535 13.165356 11.049195 11.625872 2.199123 4.838538 6.945772 13.777518 11.251696 12.655719 7.990541 NA NA 10.634077 12.720426 11.723439 7.507117 11.144572 10.8404850 13.2331333 11.0883394 10.0373622 7.0874024 11.6949830 10.6512900 5.4986881 10.7254015 15.0622954 6.2468812 8.5015032 13.1191790 9.1808050 11.9079466 10.1631355 2.8910108 14.2501016 7.2580110 6.3441787 9.6396969 10.6302237 9.1860640 10.1515333 7.9662938 9.0265268 6.1711127 11.9828818 10.5050144 10.4788279 10.1986944 9.7166460 9.6598200 11.5182790 3.4528853 9.9784685 8.7748128 12.8699585 9.4316411 8.5362352 9.7938832 9.0227304 12.8237126 6.3252371 9.0484730 4.0532765 11.2015102 10.5532925 11.3210599 13.0220664 11.1074051 9.6363199 10.4521572 10.6420715 10.8932501 5.6484367 9.4873730 9.3551139 2.3060289 6.2468812 -0.5012385 10.4390018 11.2653165 9.6420716 1.8206079 8.5940853 8.0742276 10.2082029 TCGA-B0-5712 68 0 NA 2722 kidney stage iv t2 n0 m1 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 105.52.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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10.1303471 7.5301074 11.4851399 11.5749381 10.7022708 10.0080074 2.0208755 10.5311873 6.7060995 5.5948650 8.5529630 NA 6.7263476 -1.4386983 -0.4385028 10.0121368 10.1117068 7.5472832 1.8833862 8.3229921 9.5472829 9.6133296 9.8217725 9.8135151 8.7363668 5.2052987 6.3163286 9.4585301 7.4743306 9.4585301 NA 11.0229204 10.6601311 0.1463945 10.1784492 8.9708318 9.7998458 10.8149930 7.4069312 2.6489026 10.3974913 9.2946851 7.6855625 3.0849997 3.1464108 8.9929386 7.0850029 2.4683226 5.7009917 9.4178664 3.0849997 10.9372950 10.5351384 4.4921801 12.2052758 15.1395630 10.1078531 10.5702197 16.6732695 8.1464037 11.7279179 4.6699678 8.8526116 7.4318060 4.7902612 1.2684943 9.2885106 9.5046883 9.1557657 9.7432144 7.9364807 8.4847685 9.7902597 6.3428001 14.4405934 10.8534749 0.8833862 11.5915908 10.9948152 5.8282279 NA 3.9189968 12.2941384 8.3179973 9.2893614 8.7854427 9.0249654 11.3094241 9.2106972 12.0402915 -0.4385028 8.9908477 NA NA 9.6078829 3.0208755 8.7684553 9.6180788 9.9991930 7.9771826 8.6699654 9.4030054 11.2789011 9.2241093 9.9353936 13.0019209 2.2618918 10.2112315 10.1825771 9.8514598 9.2549280 9.5614411 -1.4386983 0.5613995 1.5614483 0.8833862 7.4892186 14.0196233 9.7156262 14.1496286 9.7739373 9.8640800 2.1463945 7.0692360 8.3079553 10.2722474 10.5218050 11.2409277 7.2052967 8.2267768 10.8646509 4.5387182 1.3687683 2.0208755 NA 7.8164698 13.4759196 11.2034927 10.4562587 8.1834930 7.7363668 9.5351383 8.1798265 9.7094981 11.7670815 8.8526116 4.9189920 10.6606606 11.4310348 8.7162591 11.3798235 13.3652694 11.2597115 9.2791175 9.5178172 4.2375408 12.0713397 9.0167682 10.5185430 9.0662601 10.6955464 0.1463945 7.7878529 10.9556357 9.3488538 9.6217451 11.3175803 8.0908714 10.7751528 9.7016317 9.8646509 12.1126686 9.7806095 8.0196424 5.7313652 7.8422120 10.1862365 -0.4385028 10.3808217 9.0976882 6.4803039 12.8613645 10.3058544 9.4817938 10.7812145 11.9025428 8.7781869 10.7092850 8.9288559 10.2227738 8.6288753 -1.4386983 10.7577358 5.9101690 3.2618768 9.8358191 4.6907244 10.6689850 4.8093681 7.8606488 6.3829594 3.0208755 NA -1.4386983 10.8839325 10.8197126 11.2906369 10.5792933 8.5083474 8.6620509 6.8064233 11.1191440 10.8635087 9.0126522 8.9644529 10.3037504 11.8180920 4.3687963 8.8606491 -1.4386983 NA 10.3374627 9.1398138 9.4638162 8.3029080 9.8748910 13.9269091 14.1201307 -0.4385028 9.8063995 13.2755792 9.9835057 NA 4.2052987 -1.4386983 2.4683226 6.2893623 13.9328433 9.0642728 7.6489040 10.7941617 NA 6.4440839 8.9602487 10.2093491 9.4463747 6.8235354 11.3659754 8.3816200 11.4690828 10.0781260 6.6382563 9.6686581 8.2842485 4.1346317 8.2403053 10.5415806 0.00444110 -0.01306000 0.23024000 0.73709000 -0.00691950 -0.01106000 0.01223700 0.02721600 0.06079400 -0.00995650 -0.00995650 -0.00995650 -0.00995650 0.02090300 0.00444110 0.00444110 0.00865240 -0.28024000 -0.27057000 -0.27057000 -0.27942000 -0.02508800 0.74937000 -0.01161100 -0.01161100 -0.76475000 -0.00381620 -0.00381620 -0.00546200 0.00085428 0.00085428 0.00763920 -0.01200800 -0.75797000 0.02918400 0.00360760 0.06079400 -0.00995650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.758 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.051 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 -0.743 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.758 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.277 -0.051 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 -0.743 0.000 0.000 0.000 0.000 0.000 7.5329847 9.7219427 9.8346539 13.9430853 9.5207185 NA 1.3687683 9.8081817 10.8670154 0.5613995 9.2418006 5.5387213 8.1407567 11.4063429 6.4069312 7.0889175 6.2549285 7.2722472 6.6329036 8.3163286 9.1944363 9.6680039 5.1907966 8.9178930 10.1685123 11.9493237 6.8652223 7.7388604 10.7528087 6.5444344 12.2555747 4.8282254 7.0371746 8.3509745 6.0612859 11.1825771 9.2816853 10.1501556 7.6932981 NA 10.8396000 8.6997126 6.2687993 10.1198617 4.4683292 9.4921783 9.4914391 7.2756869 6.6489040 9.9167921 7.8258836 13.2137818 10.9721574 9.3679906 13.3354044 12.5489715 6.3016937 7.7438354 9.7938619 6.6221368 9.4471374 9.9140362 4.3428036 4.7111865 12.7571977 8.0810770 10.8299830 3.4194175 2.0208755 9.6112895 8.1464037 12.6672677 8.8537627 13.0019209 8.8164695 7.7830283 6.4158110 8.7512655 9.9939830 15.9540184 11.2409277 11.0409686 14.1562321 10.4825380 NA 10.9916322 8.2756864 9.8917977 8.8720537 8.7162591 7.8211840 9.9343061 12.5499482 9.4240783 11.5941738 0.5613995 6.2618805 6.5039561 13.6722473 11.6905630 12.3113104 8.8319466 NA NA 8.5851954 12.4676740 11.0632682 7.4892186 10.7503389 10.6965089 12.4082046 10.7022708 10.5311873 6.4623076 11.6322328 10.4081067 4.0532938 9.6640728 13.7811767 7.4743306 6.0126514 12.3759994 9.8016361 11.3546378 8.8799838 2.3687963 14.3347605 6.9262319 6.5501249 9.0031508 9.0840225 8.7086459 9.7908606 7.7830283 8.0592931 4.6699678 11.9659173 9.4364223 9.7382375 10.4006448 9.8703488 10.4743304 10.5782493 0.8833862 10.1365075 5.5948650 12.9128151 8.5024885 9.8188288 8.1834930 9.1238457 12.6146032 2.3687963 9.3816200 1.8833862 10.9556357 10.5896924 11.3452578 12.8613645 11.4932865 8.6234872 10.2227738 10.7162591 10.4922449 6.4980785 9.9697707 9.3800231 NA 3.5156368 NA 9.7099176 11.2763454 8.6738804 -1.4386983 6.4440839 8.9079548 10.1696958 TCGA-B0-5713 75 0 NA 1865 kidney stage iii t3b n0 m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 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3.4299239 10.1341379 7.4861882 10.1681145 4.2681724 10.6717946 10.4650105 1.7074364 10.3040163 9.5346377 9.9304902 10.6878790 8.2025093 7.0859653 11.0032158 9.2286617 8.1320401 2.4729816 0.7074364 9.6801464 8.3368105 1.7074364 6.1928806 9.2991631 2.3855139 10.3010316 10.0075776 4.4516134 11.5599615 13.3469302 10.7933246 10.5381274 15.7769288 8.7906671 10.4058113 4.9246843 8.8480279 7.4543042 6.6569882 -0.6144033 9.5225168 9.7767692 9.0658852 9.6095275 8.3742105 7.9439465 9.2294468 7.2528045 12.9268039 10.5109392 NA 11.7161626 10.3378994 7.3014047 NA 0.9704856 12.0420623 7.9324203 10.1462456 7.8243173 6.7949162 11.3177405 9.6346392 12.2508463 2.4729816 9.3295055 NA NA 10.2894075 5.5352723 8.9544319 9.4861880 10.3360816 8.3469755 8.3251048 8.4756382 12.0410005 9.3834108 9.8243176 12.1957961 -1.6144033 11.2029671 10.8452135 9.6125399 7.9130025 10.0552967 NA 0.3854863 1.5554726 NA 8.0720265 13.8946203 9.3368105 13.6103565 8.6263172 8.9410734 4.1928806 6.8326090 10.0855318 10.8811309 9.4210122 12.3393575 8.7496603 7.2620422 10.6884502 5.3967520 5.3280394 -0.6144033 -0.6144033 9.0711505 13.3321122 8.8582167 10.4871732 9.3599404 8.3599402 10.6564050 7.5070596 9.6156182 12.2675000 9.7594784 5.6523115 10.2734165 10.4917615 9.0508616 11.6224368 12.0561820 11.1770956 9.2520319 8.8107416 2.2798575 11.2630016 9.0746502 10.5340023 9.6645559 10.2231537 NA 8.5554508 11.1200237 11.7864585 9.8177283 11.3585055 8.9275901 11.3897462 9.4549755 10.5725685 10.9903106 10.1993070 7.9811003 4.2924137 6.6616499 10.3302378 -0.6144033 9.7594784 8.0526371 7.3309697 12.6589571 9.9605922 8.8541497 10.7877384 9.3563507 9.7270445 10.4979294 9.0464130 10.2856378 8.3324318 0.7074364 11.2633850 6.2372750 1.7074364 6.1404126 4.4516134 10.7436274 6.7518480 9.6452690 6.0650057 4.3397218 NA NA 10.9353104 10.5548244 11.1805507 10.4589978 8.8159782 8.8071066 6.2724413 12.5148892 10.6884502 11.3422649 9.0048286 10.0755237 12.1308849 NA 8.5961972 -1.6144033 -1.6144033 9.7353599 8.6499682 8.2773093 8.8274323 9.2976665 14.0182370 14.3654421 -0.6144033 10.9686085 12.6414395 10.0902940 NA 3.7074585 -0.6144033 1.5554726 7.3103383 13.5062901 8.5541978 8.2294466 11.9381948 NA 8.0057458 9.4869434 9.6668762 9.5949792 7.5327307 11.4411471 9.9275903 11.0583930 9.6051843 8.2742691 10.4726570 8.4569880 4.7253758 7.9080875 9.5567024 0.00000000 -0.00309290 -0.00027724 0.49643000 0.15801000 0.00722170 0.00152550 0.00027728 -0.00124730 0.01502800 0.01502800 0.01502800 0.01502800 0.00000000 0.00000000 0.00000000 -0.00110870 -0.60177000 -0.60177000 -0.59906000 -0.00027724 -0.00318590 0.50238000 -0.00997430 -0.00609040 -0.60129000 0.00402430 0.00402430 0.00152550 -0.00290910 -0.00042806 -0.00567570 -0.00567570 -0.00470790 0.01293400 0.00819590 -0.00124730 0.01502800 0.000 0.000 0.000 0.000 0.441 0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.601 0.000 0.000 0.000 0.496 0.496 0.000 0.000 0.158 0.158 -0.601 0.000 0.000 0.000 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0.7074364 11.3642362 11.0348313 9.9928561 4.8612606 8.0057458 7.7408770 10.3869339 TCGA-B0-5812 53 0 NA 2963 kidney stage i t1b nx m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.4218965 8.8903108 2.5583901 9.6130782 9.8199712 6.9883859 11.5438531 13.2233889 11.1716764 10.9161948 15.8018895 8.9031874 9.6807952 4.4545642 9.0250980 7.7104015 7.0105247 1.5584146 8.7160261 8.9324720 9.2908485 9.2062566 8.4066736 7.6411392 9.3375706 7.1400179 13.1215418 10.3725359 NA 11.5111397 10.3571114 9.5222578 NA 4.2213667 11.6715619 7.5979267 9.7807909 7.8702729 8.0644308 10.6088518 8.9227765 11.4962823 1.5584146 9.1129873 0.3884651 NA 10.4845297 6.3884737 8.4532163 9.3331855 10.2390511 8.1349879 8.7383075 9.5752068 11.7243216 9.5690044 9.3412148 12.5573023 4.6552602 10.9181554 10.7938809 9.9271474 6.9315058 9.8438006 NA 0.7104373 1.9734276 NA 8.1146918 13.9036497 7.4785860 13.0935118 8.6015777 8.8591322 4.3192133 5.6830929 11.0675137 11.0852237 10.1857297 11.7831947 8.9090920 7.6292648 10.6599365 7.3103147 1.8479168 2.2953704 0.3884651 8.8468800 13.9163475 9.8381381 9.5609010 10.1591373 8.0573582 10.4538897 7.3043531 10.1428975 8.8692638 9.5887590 9.0250980 10.7682444 9.9724964 9.4177608 11.7098379 11.9500001 10.6715619 8.8407147 8.8682537 3.3073411 11.3229015 9.1508556 10.9041733 9.7588776 9.9635400 NA 9.0359320 11.4609411 9.0288451 8.1956837 11.8546774 9.1706527 11.5866115 8.2245237 10.3177319 11.6465978 9.7547957 8.1592528 5.2464537 6.8272652 10.8461108 NA 9.9897801 9.3221641 7.4218965 13.2094003 9.5782980 9.2480082 10.9031875 9.3229016 9.9976522 10.4253785 8.9353678 10.3838873 7.1665508 1.3884651 11.6291158 7.9771883 6.7101314 6.3013627 5.0608991 10.8583696 5.8722895 10.4979777 5.7034413 4.1958279 NA NA 10.5486601 10.3258473 11.0166912 10.1151174 8.2464546 8.4681181 5.8995140 11.7609305 10.7041891 11.9459372 9.4444337 10.3488375 11.4714541 0.3884651 7.3280528 -0.6115349 -1.6113145 10.1496092 9.4170702 9.2014530 8.6435020 9.1998483 14.7171134 15.4333478 3.0889048 12.3491995 12.3831805 10.2221542 0.7104373 5.7352541 0.9734276 -0.6115349 7.1731084 13.8648716 7.9976520 8.5458205 12.2360203 NA 8.8853273 8.9561159 8.8702729 9.2078543 8.2134323 11.3182867 9.6825198 11.3127293 9.6535024 9.6669229 10.9247207 8.3177319 4.8418272 7.7400310 9.5552642 0.00000000 -0.00509940 0.00125970 0.53046000 0.00104520 0.00291330 -0.00041585 0.00569190 0.00875280 0.00875280 0.00875280 0.00875280 0.00875280 0.00000000 0.00000000 0.00000000 -0.01119800 -0.53909000 -0.52849000 0.00085641 0.00085641 -0.00635250 0.00152550 -0.00656910 -0.00656910 -0.00180140 -0.00035444 -0.00035444 -0.00041585 -0.00380300 -0.00380300 -0.00069303 -0.00069303 -0.00013862 0.00221930 0.00616170 0.00875280 0.00875280 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.4218965 12.0183992 9.3477509 12.7155348 9.9818646 -1.6113145 1.8479168 9.2549797 11.1889690 0.7104373 9.0368311 6.6784917 9.5813827 10.9353680 7.8334885 7.7482230 6.6316471 8.4692910 7.4732820 8.6387718 12.0214687 9.3898817 4.2464537 8.6280718 10.2006507 11.1471131 9.2174033 3.3884789 12.2078543 9.6853897 11.9610387 3.1958358 6.8803268 6.6458616 8.3368408 11.2378786 10.564335 10.550865 7.182889 NA 9.962121 8.875309 5.233965 10.931505 5.399701 9.849953 9.498304 5.258839 6.888320 10.676186 7.915950 13.475190 10.368613 10.772987 13.373114 12.911239 7.530580 9.296115 10.102719 7.793615 9.506117 8.700222 6.939221 7.470622 13.311151 9.705321 9.529942 5.888320 3.342669 10.212637 9.561526 13.519768 9.117244 12.557302 9.032330 7.605219 6.288857 9.149194 10.547083 15.557449 11.783195 11.933800 14.185172 11.108504 1.710393 10.225313 11.076068 9.845854 9.441041 9.417761 7.958329 10.058244 13.199095 10.875560 11.877818 4.728323 5.046683 5.763512 13.859448 11.015095 12.485847 6.319211 NA -1.611314 10.375027 12.829991 11.502362 7.908110 11.356420 11.345576 13.170141 10.605825 10.228071 7.099279 11.689541 9.741620 6.432868 10.560901 14.381932 4.454564 8.360017 13.561866 8.482551 12.188463 10.600970 3.088905 13.477013 5.515589 6.081960 9.305226 10.853274 9.035932 10.393747 8.700222 8.761480 5.636401 12.073003 10.329521 9.920829 10.195023 10.435938 10.303979 11.205257 2.195820 9.976251 8.883329 12.801125 9.203056 8.741620 10.159137 9.134795 12.867685 5.295363 8.739413 6.802101 11.460941 10.441381 11.449676 13.209400 11.055585 9.728880 10.383887 10.543608 11.144923 5.980930 9.286319 9.491761 1.388465 4.365525 NA 10.030976 11.053525 9.933921 6.088913 8.885327 8.195828 10.078035 TCGA-B1-5398 73 0 NA 595 kidney stage iii t3b n0 m0 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 NA NA 2 2 4 2 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.982457e-06 1.387189e-06 11.15673006 10.42831138 8.43217982 NA 11.27677772 9.21114583 14.25540118 NA 2.93003711 7.20931884 6.63252997 6.05731596 11.24973319 7.32882570 12.34840514 9.83256869 9.55078718 8.84052901 5.95934127 11.17321334 10.75129550 4.12840064 14.01585567 0.01292617 3.07181414 1.23529817 NA 10.34682252 10.39049379 8.33935121 3.12839239 6.26716309 9.61716604 8.65075415 12.59663135 9.73116915 8.29678179 5.60786882 6.11446073 9.95445850 4.61778627 14.36379186 7.33484980 9.81597658 8.66038032 5.93575439 12.53990992 8.22562054 10.78935472 9.59537741 6.48324181 9.54039872 11.80192002 8.63863067 8.02041608 1.01292617 2.88738879 10.32429161 7.76111437 NA 9.01479909 11.26755669 1.59788868 9.74763126 5.99020156 2.01292617 9.13962630 12.77903648 11.25291794 7.83522681 15.97902908 7.54170145 10.66815424 4.42796144 10.53091914 6.14220511 2.59788868 1.01292617 9.97918680 10.00217902 8.15587974 10.14220472 9.35869647 9.61716604 8.87607548 6.80733818 14.03517393 11.51426135 -1.57217932 11.75452916 9.84405480 6.81597626 NA 7.39662619 12.55885150 7.95152136 9.28048870 7.90166520 9.52335632 10.99923788 8.56110156 10.28563698 0.01292617 8.71913004 0.42792793 -1.57217932 8.90571763 3.47235779 8.85527216 10.57961001 10.46722098 8.54949283 10.80489856 8.65437145 12.22287153 9.72659471 10.53386777 12.58861854 0.01292617 11.04110174 10.10831875 10.62486864 6.31670330 11.24013655 NA -0.57196484 NA -0.57196484 5.15587873 13.36307822 11.12753166 12.41380117 10.04680357 11.04381870 4.51542231 7.70175488 5.57770677 10.48459696 10.51873330 11.20054187 7.76780904 11.49791240 10.80977255 0.74992036 NA 4.35869867 NA 9.36017396 13.37404307 9.42018952 10.05822638 9.10743941 6.99781514 7.97485393 7.77003416 9.76898867 8.30294045 8.39374353 4.61778627 9.01122055 10.85815036 7.48865479 11.29909443 12.06718688 11.47474220 10.06820418 8.89556468 4.99827224 12.66412295 9.57516406 8.67469968 8.93773426 8.15076681 NA 7.90166520 9.97629947 5.19521766 7.67384471 10.70262854 7.65918033 10.57134243 10.41166542 10.58783057 10.83681964 9.91026301 8.04588577 5.88739123 7.92381415 9.70466520 NA 10.31365559 6.31670330 6.81166369 12.19355613 11.80082429 8.98350698 10.73771980 9.39446462 8.73059818 11.53702917 9.20027383 9.58341002 10.11095382 1.42798155 10.14734804 2.42795474 1.01292617 7.80516990 1.88740829 10.50644366 2.23532881 10.11528677 4.67588931 5.12840064 -0.57196484 1.59788868 11.92892555 10.84844580 10.96663321 11.01643963 6.37047295 9.90517111 7.37641368 9.51674738 10.96832948 9.43288197 9.57580016 8.72602193 10.81543806 3.82028110 8.78770866 NA NA 10.01620532 7.03898372 8.96128906 7.77889848 10.29947947 10.55756422 10.25132642 -1.57217932 8.57897569 11.86245716 10.76223253 -0.57196484 5.13959228 3.33485427 NA 6.02041553 14.60619612 9.42089752 7.97099109 11.26657229 NA 9.16605158 9.35843055 10.69122845 8.89556468 7.10391616 12.22481001 11.08795510 11.12883236 8.64227846 4.49405073 9.21667748 9.76446575 3.38215537 6.70222118 10.47746747 0.00097064 0.00000000 -0.00885260 0.32157000 -0.01147300 -0.01216200 -0.00513390 0.01726400 0.02174400 0.02848100 0.02848100 0.02848100 0.02848100 0.02286500 0.00097064 0.00097064 0.00000000 -0.00885260 -0.00885260 -0.00885260 -0.00885260 -0.01728900 0.32157000 -0.00553750 -0.00553750 -0.01216200 0.00013863 0.00013863 -0.00427330 -0.00843850 -0.00843850 0.31225000 0.31225000 0.00166420 0.33221000 0.00666530 0.02174400 0.02848100 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.000 -0.325 0.332 0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.000 -0.325 0.332 0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.626097 12.324670 10.076766 10.911523 7.364597 NA 1.235298 9.784411 11.228214 -1.572179 7.466878 7.811664 7.713362 16.433019 8.494048 9.918309 6.656778 8.057316 8.766696 5.919812 9.945137 10.367171 6.410953 10.657078 9.994489 10.386512 5.935754 8.724875 10.378515 7.155880 12.620316 4.182843 6.978706 7.988292 3.713366 10.937239 9.38142809 10.36128103 9.59976150 NA 9.79428150 9.25847441 9.41593376 8.98350698 2.74987747 10.63863058 9.51010823 6.80299837 5.99020156 8.92481310 6.22885909 13.70233738 10.20398099 8.60911150 12.84930088 12.05286889 7.17950309 10.34682252 9.94020581 9.97388904 9.81112354 12.89511896 6.36459694 7.11445969 12.37960821 4.15587873 9.89199432 2.12839239 0.01292617 10.94069966 7.68534731 12.40613340 7.87917029 12.58861854 8.86571131 8.53909482 4.68157295 10.85684279 10.23772730 12.45405035 11.20054187 13.10413670 12.51600207 10.69883851 -0.57196484 11.31955308 7.70175488 11.18493248 8.23853085 7.48865479 5.72258078 9.98590155 12.58538513 10.55692022 11.03390164 5.19614275 6.19614275 5.73173990 13.71493708 12.19002977 11.81314755 8.26084945 NA NA 6.63741317 12.96893481 8.53119468 5.92780403 10.04220889 12.160551 12.543897 9.550787 11.173213 7.050011 9.379244 8.116209 5.042671 10.297553 11.750704 4.617786 7.166052 12.700881 7.995915 11.359620 10.026477 1.012926 13.931971 7.630205 7.475083 7.437983 9.357218 9.481885 9.289822 9.381428 9.409527 10.464476 11.648186 8.458626 9.717402 11.416466 10.818397 10.369741 10.936249 3.675884 10.796466 5.071814 12.709539 9.425139 6.824564 9.107439 10.542681 12.569188 4.919812 9.647733 2.597889 9.976299 10.660080 10.243343 12.193556 10.853437 8.157580 9.583410 10.698839 10.251975 8.223999 10.367538 9.696501 3.637413 3.675884 NA 10.212594 11.546454 5.951520 2.012926 9.166052 9.138766 10.270310 TCGA-B1-7332 60 0 NA 223 kidney stage ii t2a nx mx 23-10-2014 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5227161 10.0961830 7.8711561 NA 12.3942238 10.2300371 13.3172297 NA 0.8643347 7.2790757 5.8249867 5.5689715 10.0334877 7.6273048 12.6340152 12.7743498 9.1964878 8.5915549 5.3254152 11.3217826 8.4389773 4.6373610 10.9942589 2.8824670 5.3902653 NA 6.3087358 10.8747015 10.1925159 9.3357418 3.9699333 8.5063528 9.1480863 8.8337560 10.3207432 9.9705969 8.9418156 4.5263255 9.5881035 9.7505221 2.6898359 10.7228558 7.6069848 10.2444150 10.3459955 3.6898247 9.5601909 7.6962526 10.4874877 10.9110680 7.3212634 9.0511434 10.8676798 9.4664942 8.1160908 5.1112901 3.5263318 8.9431671 8.5742147 4.4370612 7.3129238 10.0271294 2.3419004 10.0040047 8.4428042 6.6638313 8.1160908 12.1803905 10.6797274 7.8654648 15.3208570 7.7026499 11.7555307 4.6898247 10.0790733 7.3295542 4.1303955 2.7364750 8.4370600 9.2476999 8.6137902 9.3642706 8.8640385 8.9778683 9.1220698 5.5967175 13.0010879 11.3215228 NA 11.5811759 9.7675269 6.4823837 NA 6.6103915 12.4857498 8.3045361 8.8654648 8.0772280 9.6086893 11.7814504 8.6752616 10.4631819 -1.1174743 9.6564345 1.2043912 NA 9.9213902 2.0523811 8.8626107 9.3902659 9.2971563 8.5566635 10.1244543 9.1327696 11.4809797 9.5707215 10.0052992 13.6210385 0.4673838 10.4590737 10.3439506 11.0056226 10.7886102 10.0277666 NA 5.4971812 NA -1.1174743 5.2918614 13.3927408 12.3372845 12.5270035 10.0353898 11.9365667 3.2747835 8.2553364 4.5829112 11.1770919 10.8139474 12.0681798 5.3582063 8.5495825 11.5040652 5.0117550 4.2400242 5.9268653 NA 8.0448624 12.5520206 10.1238586 10.9612891 9.0648656 8.6605483 8.6171809 7.9857588 10.0919977 11.3357418 9.3223020 9.2531585 9.8922158 10.9495694 7.7026499 11.0242590 11.7189161 11.7263922 9.1862519 9.2758617 7.2365443 12.7015525 9.4001406 9.4206601 8.0648656 7.8102490 -1.1174743 7.9431671 10.4499520 -0.1174743 8.5339534 11.2267671 7.8540150 11.1118909 9.9330001 9.9824764 11.3939767 9.7512937 9.0793805 5.0322199 8.5100049 10.4475732 -1.1174743 9.9851030 8.5045231 5.5548958 11.9664490 10.6150627 8.8626107 11.0277665 8.9227610 8.4860977 10.7058225 9.1327696 10.8109895 9.1736419 3.7404527 10.4128775 5.2747872 4.1303955 8.4749284 2.0523811 9.9772086 0.4673838 7.8568855 5.4284406 3.2747835 NA 2.0523811 11.3482926 10.8231519 10.7275691 11.2982130 9.1964878 8.4916499 7.3130907 9.5776994 10.7314853 10.8028240 8.9988152 9.2356179 11.5753046 8.0919246 8.9883796 NA NA 10.4613155 7.8043124 8.9034511 7.9268653 10.5522421 12.8471730 10.4674337 5.7651130 9.8154241 14.6084232 10.3475274 -1.1174743 4.5438237 0.8824474 0.4673838 5.6898275 14.2165000 8.4786608 7.1998833 11.8007754 NA 8.8866916 8.8110930 10.3677974 8.8810616 6.0014127 11.3144910 9.6638310 10.8615390 9.8013344 3.2747835 8.8540147 9.0181804 3.4565696 6.6559400 11.0661066 -0.50292000 0.41170000 0.47353000 -0.00061929 0.00423710 -0.51552000 0.00000000 0.47504000 -0.47749000 -0.10781000 -0.10781000 -0.10781000 -0.10781000 -0.50292000 -0.50292000 -0.50292000 0.41170000 0.47813000 0.47813000 0.47813000 0.47813000 -0.50768000 -0.00061929 -0.00684900 -0.00684900 -0.51552000 0.00354260 0.00827080 0.00000000 -0.50634000 -0.50634000 0.00910530 0.00910530 -0.51552000 0.01524200 -0.51501000 -0.47749000 -0.10781000 0.000 0.000 -0.506 -0.506 0.000 0.000 0.000 -0.516 0.462 0.000 0.000 0.464 0.464 -0.515 -0.515 -0.477 -0.477 -0.503 -0.503 0.459 0.199 0.000 -0.520 0.399 0.399 0.478 0.478 -0.508 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 -0.516 -0.516 0.000 0.000 -0.108 -0.108 0.000 0.000 -0.506 -0.506 0.000 0.000 0.000 -0.516 0.462 0.000 0.000 0.464 0.464 -0.515 -0.515 -0.477 -0.477 -0.503 -0.503 0.459 0.199 0.000 -0.520 0.399 0.399 0.478 0.478 -0.508 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 -0.516 -0.516 0.000 0.000 -0.108 -0.108 11.085207 12.392122 10.339852 13.571486 8.918645 NA 2.052381 9.146914 10.666153 NA 8.248793 8.037289 8.526327 15.356256 6.011755 7.287613 6.547808 7.406033 6.533523 6.996214 13.674041 9.325415 -1.117474 10.446144 9.513648 10.584644 7.101640 15.764649 9.893698 7.848255 12.128317 5.676888 6.603570 8.593278 7.101640 10.086431 8.615487 9.637359 9.475862 NA 9.676887 8.500857 8.930958 10.376827 3.526332 10.273178 9.860467 6.734221 4.526326 8.869735 8.528130 13.443878 10.579439 9.409948 13.625360 11.999627 5.702649 9.762054 9.315013 10.048006 10.425503 11.372319 3.274783 7.653961 14.311093 5.374323 11.924130 1.689836 -1.117474 10.193084 7.042342 12.456118 8.310831 13.621038 8.593278 8.473058 6.004522 10.712194 8.768167 12.598648 12.068180 11.699855 12.324508 10.236721 -1.117474 10.528130 9.495340 10.002709 8.908994 7.702650 7.554897 9.279076 12.790958 8.291862 10.834848 4.969933 5.222322 9.073530 13.200114 10.972914 12.093295 9.258597 NA NA 9.401124 12.368929 10.343439 7.027130 10.542021 11.2217645 11.8480751 9.1964878 11.3217826 5.2747872 10.4021074 7.6994545 5.0722945 8.9186447 11.6981867 2.6898359 9.4589555 12.7204804 9.4767958 10.9702655 9.0931426 3.3419004 15.9508611 6.6060291 7.0573972 7.3731618 7.2356179 8.8725752 9.4177466 9.2055259 8.2902276 7.2618495 10.2487933 8.6671059 8.7651143 10.6427753 9.7666417 11.2161856 10.7746345 1.2043912 11.1998838 3.3419004 12.1216654 8.2618495 7.3703108 9.0648656 9.4211743 12.3066375 3.8366715 9.8496974 2.3419004 10.4499520 11.1060928 10.5159206 11.9664490 10.5411290 7.8936983 10.8109895 10.6448532 9.8910468 7.4786612 9.8922998 9.5451396 -0.1174743 0.8824474 NA 8.2704883 9.6985429 7.9672793 -0.1174743 8.8866916 9.0130418 11.3718174 TCGA-B1-A47M 79 0 NA 659 kidney stage iii t3a nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 266.43.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1218172 7.6337320 11.9382841 12.2728391 9.0192602 7.9158304 6.7445123 11.0443177 7.6738094 5.8648077 12.7517469 3.7570019 5.5572324 -1.1009791 3.2209490 10.6914060 10.4097866 8.6589105 5.8990233 8.1181910 9.5428785 10.2620619 9.2321777 9.5164898 7.8444660 6.4304040 4.7570019 9.0838976 6.3828384 11.5898934 2.8059115 11.1002274 8.7570032 2.4839834 9.4669784 6.8990221 10.6371146 10.1751468 6.9917792 8.4593554 11.3887198 8.9351960 7.8238347 6.5063528 4.1844231 9.1763098 6.7382260 4.9213887 7.1751463 10.9607311 3.2209490 10.8841527 7.0487691 5.5428771 8.3686640 11.0906985 9.5652464 7.3747561 16.1991961 8.2697097 10.4583994 4.5714463 10.7945977 8.4186584 5.0689459 5.4462264 9.1704854 9.8400699 8.9651115 10.0962391 9.6141264 9.2697097 9.5365528 5.6269414 13.4015434 11.9011341 0.4839834 11.8277258 8.9871480 9.1832681 -1.1009791 7.6901852 13.4081169 8.9624174 7.3747561 7.8059128 10.0474990 10.4161996 7.2433187 7.5670563 NA 7.7031533 0.8990209 NA 9.3533217 3.4839834 8.4933471 9.9386269 9.6522391 8.6438562 10.9351960 9.7998892 11.3332961 9.5392672 10.9165267 13.8772859 1.4839834 9.2533159 9.9871480 10.9203494 10.5370057 9.9032429 NA 1.4839834 -0.1009791 1.2209490 6.3336509 13.0920856 10.4289409 11.5424276 10.8855755 11.3121213 -0.1009791 8.8208634 3.9434150 9.7554479 11.1490246 10.8794333 6.5994621 7.1564098 10.6081062 2.2209490 7.4877372 8.0838978 -0.1009791 9.2532717 12.9921923 9.4107750 12.2534095 8.6869249 6.2740622 9.3461057 7.9570138 10.4067278 8.6388030 9.3848517 6.3908757 8.9728692 10.7338884 7.3126507 11.1982303 12.0843624 12.2488565 8.2321777 9.9882544 4.8847493 13.1009165 8.8297598 8.2299392 9.3221382 7.0487691 NA 6.9488706 9.9603936 0.8845588 8.8890269 10.5942506 8.1206096 9.7492093 9.7184031 10.3838452 12.0931636 11.1359335 9.0811436 2.8990209 8.6252405 9.4255216 NA 9.0876111 7.6337320 4.8532172 12.3657361 11.4401190 9.2913397 10.1157682 10.0379341 8.5977271 11.4375654 9.7531116 10.0334486 7.5026488 4.8532172 9.8149017 5.6269414 4.1084743 7.5210743 1.7063758 10.0398522 4.2565729 9.4206228 5.4126698 3.2209490 2.0689459 NA 11.5992453 10.6514030 10.3030995 12.3100036 7.0075465 5.8529851 7.1903314 7.5210743 11.5815781 9.5347404 8.1890412 9.0739479 10.1947913 4.5137308 10.1832681 NA -0.1009791 9.9060497 6.7128035 9.3492027 7.5428786 10.3686641 10.1826896 9.5661340 4.6539084 9.6260919 14.5056011 11.2816464 1.7063758 0.8990209 1.8990209 NA 4.7816640 14.5193567 11.1939302 5.7570046 10.4181672 NA 8.1254347 8.5977271 11.0551054 9.6192666 6.4536114 11.3070867 9.2718874 10.6938444 9.7953548 3.2209490 9.2838060 9.9262373 3.8994754 7.1181905 12.4478443 -0.00187900 0.01467100 0.70127000 -0.00021631 1.36300000 0.00117030 -0.01113700 0.66594000 -0.02966100 0.10274000 0.10274000 0.14049000 0.11886000 -0.00187900 -0.00187900 -0.00187900 0.01467100 -0.00478540 -0.00478540 -0.00478540 -0.00478540 0.00505800 -0.00021631 -0.00021631 -0.00021631 0.00117030 0.00617010 0.00617010 -0.00533850 0.00000000 0.00000000 0.00881400 0.00881400 -0.00383530 0.66059000 0.00519700 -0.02966100 0.10274000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.666 0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.363 1.363 0.000 0.000 0.000 0.000 0.119 0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.666 0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.363 1.363 0.000 0.000 0.000 0.000 0.119 0.119 11.1982303 11.6220433 10.6978992 12.9195683 7.7968677 NA 4.7816640 10.1421963 10.8280070 -1.1009791 8.6555787 8.0049311 8.7350726 13.0657347 6.9917792 7.3502338 6.7445123 7.2209500 6.5785025 7.3543499 11.3231887 10.5505226 0.4839834 10.1302435 9.2664371 8.9718249 5.7816666 9.2751477 9.6320377 7.1658085 12.5171727 6.1751473 7.8877068 9.3419657 8.7350726 9.2175652 8.6303414 9.3656088 10.3923774 NA 9.7063772 8.4206226 8.2631570 10.0179634 2.5994606 10.6166988 9.2107707 8.1564103 5.0888455 8.3625466 5.3584525 12.7224891 11.1290428 8.9488709 13.6354771 12.5669101 5.8648077 8.4688781 10.0801746 6.7570032 10.4603103 12.0739480 3.8059115 6.3988685 13.5414690 4.4839834 8.7176045 2.8059115 NA 9.9644385 6.6404893 11.8225355 9.5392672 13.8772859 8.0257270 7.4536114 5.9358557 13.2525827 10.8171402 13.7290423 10.8794333 11.1558207 12.2410970 9.7492093 0.8990209 11.4430208 10.0430433 10.4225843 7.9213899 7.3126507 7.7877655 10.3221383 11.6347899 7.6770994 10.5487276 4.5994606 7.8415367 7.7382260 13.6348465 10.8286506 11.8113504 8.0257270 -0.1009791 -0.1009791 8.6983039 12.3815782 10.4951842 7.3666282 10.0321645 11.751747 10.969479 9.019260 11.044318 4.680381 10.265891 8.908851 5.256573 8.368664 9.958610 6.382838 6.787765 11.410281 9.110911 10.328952 9.303099 1.899021 14.584209 6.998317 7.321087 7.549608 6.719201 7.725571 9.597727 8.280565 8.915831 4.965110 9.874870 9.724776 6.350234 11.571006 10.081417 10.194791 10.778988 2.483983 10.364079 4.358453 12.428992 6.719201 6.660574 8.686925 10.439882 11.719002 1.220949 9.082658 2.599461 9.960394 10.560800 9.460310 12.365736 10.643436 8.101146 10.033449 11.191056 10.269165 8.770927 10.430891 10.723981 NA -1.100979 3.358453 8.412750 11.472172 8.406817 3.146948 8.125435 8.900431 10.366118 TCGA-B1-A47N 62 0 NA 747 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 266.43.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.6412483 4.0937630 9.5978920 9.5880778 2.2006613 10.4526653 8.5632459 10.3763145 9.7931328 7.7640084 6.5929936 10.5922508 8.6647840 8.7129929 5.6221397 1.9782689 9.0692779 8.6341122 5.3002116 6.7508731 9.4308679 3.3002116 12.0490752 2.9782872 7.8690546 7.9285575 11.9768738 8.8670266 7.3763147 14.9602074 9.2388110 9.3106930 5.6787227 11.1877368 8.6459862 5.4807821 5.3937731 10.5923798 9.8851739 8.6694453 10.0353726 9.4794571 8.7942004 8.4966085 5.2513025 11.8611811 11.2026871 0.3933064 10.8043021 8.1080816 7.6740920 -0.6066936 7.7152489 11.9387681 10.0317567 8.7016599 6.8362650 8.9688600 10.8378182 7.7683603 6.8295325 2.2006613 8.3446057 0.3933064 NA 9.6775667 3.2006770 8.6925290 9.9353855 10.7721576 8.1942210 9.6682814 9.3151618 11.1748855 9.3017136 10.3203581 13.5766461 2.8527580 10.8770964 10.8419535 10.3677355 11.7689034 9.9178625 NA 4.3475168 4.0371801 2.5632558 7.6221397 13.2761550 10.2348852 10.8300324 11.0933270 11.7008063 2.2006613 9.5148545 3.7856342 10.5468730 10.9913734 10.5656234 7.9707496 6.3706002 11.0103291 3.8527480 4.8851741 5.2513025 0.9782689 9.4992294 12.4657885 10.6347082 13.5464770 8.8132810 6.6221397 10.5296712 8.5405260 11.3377401 9.6671165 8.9574704 8.8174870 10.3284418 8.9149214 6.7942001 11.3837794 11.1139927 12.1305682 8.2450701 10.1554454 7.0695604 12.6357507 8.2698378 10.0506394 8.3240581 10.2644561 NA 8.0763154 10.3262737 3.9782872 8.3876744 9.1465376 9.6612781 10.1389953 8.4212271 10.3314302 11.6170210 9.3533229 10.0503802 3.3933201 9.3329001 9.7661860 NA 8.3121841 8.3533229 3.9168874 12.1250642 10.7861749 8.9129573 9.5856136 10.5245348 8.7152489 11.4198340 9.2198694 10.1024047 5.1212434 3.3002116 10.8710792 6.8931668 1.3933064 6.3358352 4.1482101 9.9565172 1.3933064 7.4913529 6.9584611 4.7856395 2.2006613 0.3933064 11.2435077 10.1195390 10.9212865 12.5671541 5.8027128 7.3268932 5.6179009 8.8670266 11.3069583 10.0868079 8.1280304 9.4926688 10.3225793 7.8851741 10.7225566 NA 0.3933064 9.4714718 6.8527530 9.3270116 8.9876455 10.9683874 10.1015427 10.6442114 5.4594087 9.2987078 13.0350340 10.7225566 0.9782689 3.7152454 -0.6066936 3.5632436 5.6971010 14.2736219 12.2232418 5.0937588 10.4840949 2.3933338 7.8690546 8.5607390 10.2575070 9.1942208 7.4966085 10.9941630 9.6015552 9.7398346 9.8851739 2.8527580 10.1161285 9.2911663 5.3604907 9.2345392 12.4356643 -0.0073021 0.0115720 -0.0066459 -0.0129770 0.8088200 -0.0012154 -0.0236810 0.7075700 -0.0759810 0.1055900 0.1055900 0.1055900 0.1055900 -0.0217110 -0.0217110 -0.0073021 0.0000000 0.0023901 0.0023901 0.0023901 0.0023901 0.0203750 0.0072538 -0.0012154 -0.0104860 -0.0012154 -0.0108900 -0.0108900 -0.0116580 -0.0173600 -0.0173600 0.0015468 0.0015468 -0.0118550 -0.0493930 0.0018763 -0.0759810 0.1055900 0.000 0.000 0.000 0.000 0.777 0.777 0.000 0.000 0.000 0.000 0.000 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.809 0.809 0.000 0.000 0.000 0.000 0.106 0.106 0.000 0.000 0.000 0.000 0.777 0.777 0.000 0.000 0.000 0.000 0.000 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.809 0.809 0.000 0.000 0.000 0.000 0.106 0.106 10.1015427 12.0855005 10.2934329 12.2547956 9.5226039 NA 2.9782872 10.5449718 9.5430935 -0.6066936 7.7016599 7.6364948 9.4101293 13.7372006 8.0763154 7.3475168 6.0657468 8.5531923 6.8609268 7.9479098 12.0796025 10.8599072 0.9782689 9.3562169 8.8690543 8.9839079 6.2006750 14.9461101 9.4688000 7.9363529 11.9909079 5.4377138 7.7016599 9.0675131 9.0226774 9.0780694 9.6471684 9.5843800 10.2364569 -0.6066936 9.7039337 8.5929933 9.2621435 10.2790172 2.3933338 9.1280304 8.8258629 7.6507086 5.0657446 7.8851741 6.1615048 11.6586429 11.5145306 9.4620992 14.5881547 12.8490334 5.3475168 8.1581926 9.3763145 5.9168826 10.3905004 9.5109641 5.7856395 8.8731011 13.7194695 6.6879411 8.3270114 3.9168874 NA 9.2006757 6.9857782 12.0557668 11.1557029 13.5766461 9.7027973 6.5122617 6.5760126 11.9295681 7.2698383 11.3229492 10.5656234 10.9627019 10.9154120 9.9324796 2.5632558 11.7615545 9.4390806 9.5341507 8.3734603 6.7942001 8.9536537 9.6833398 11.3218393 8.0515325 10.2127017 7.4966085 6.8445325 8.3446057 13.8150735 9.2941876 13.1940186 8.5557123 -0.6066936 -0.6066936 8.7530703 11.7439839 11.2353648 7.9168826 10.4438498 11.7845645 11.1254883 10.2403783 10.8553119 6.6124896 10.8295119 9.1263361 3.3933201 8.7464676 10.5228357 5.8851741 8.6624476 11.0976309 7.8971466 10.9740506 10.4721388 4.3002116 14.1971997 6.7406321 6.9782837 8.1021978 7.4377146 5.5430690 8.9536537 8.7661860 8.7596432 3.2006770 9.1990647 10.5031515 6.6879411 11.4448697 10.2411613 10.2644561 11.6916699 2.7152564 9.6353040 6.6317256 12.9335567 4.9168826 6.8931668 8.8132810 9.5728569 11.3876743 2.2006613 9.2636856 1.7152345 10.3262737 11.0425771 9.4143009 12.1250642 10.0470617 7.8111736 10.1024047 10.9536537 10.6448033 9.4926688 10.5038042 10.6058173 NA 0.3933064 NA 9.3648644 12.6618600 7.4807837 1.7152345 7.8690546 7.9932339 11.1135651 TCGA-B1-A47O 54 0 NA 513 kidney stage i t1b n0 mx 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 266.43.0 NA NA 2 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.2143681 8.7725452 9.8296314 NA 11.0777392 6.2524611 12.4934979 NA 3.8859550 5.1994172 5.9864246 7.7796576 9.5984547 7.0661516 11.3822503 10.5262879 10.0825401 8.4547706 5.7558116 10.8539836 9.0148326 6.7843797 13.8386698 1.5269702 7.4218099 NA 4.4338808 10.7485796 10.7248234 8.6223894 3.9193115 7.7118679 9.4368856 10.8823436 10.2047121 9.9063708 8.0108084 4.5713856 5.7364452 9.5028404 7.7413112 9.9490572 9.0466286 9.9657843 9.6729245 4.3849754 9.4096355 7.9986677 10.2693019 9.5631659 7.2617019 5.1417025 10.8707334 9.3269701 7.8534218 4.9193115 1.1119661 9.1852040 8.9553526 3.2274330 7.6918991 10.3254642 6.2134931 11.3083522 7.4035097 6.3471713 8.7460158 13.3983202 9.4004365 8.3503598 16.7474936 7.7168167 10.0949485 4.6562733 11.7112479 7.2751850 3.8489183 5.4807240 8.1744509 9.1380173 8.7388806 9.7984554 8.7630065 8.9385034 9.7784749 6.5156778 14.2443476 11.2570379 NA 10.9818058 8.5193925 8.5521319 -0.4729297 9.0308183 12.3305182 9.3487664 9.2935213 7.7315634 9.1834173 11.5713866 8.1194496 7.0432439 4.7364479 7.7019184 -0.4729297 NA 8.9063708 3.6144507 8.2134931 10.2650847 10.3222204 8.8147049 10.4164964 9.1798375 11.3159554 9.9469526 10.5521320 12.0006982 NA 10.2440004 9.7902617 11.3689498 10.9358529 10.2566131 2.1119661 2.1119661 3.3343537 2.5269952 6.1852045 13.7131067 9.5713865 12.7048791 11.2291651 11.2265649 4.1119577 9.2099870 8.3050695 10.9699359 12.0404733 11.0571109 7.5768411 9.1194496 10.7155813 3.8489183 7.6716507 5.6767385 NA 8.3148950 13.1814047 8.0067726 11.8748906 8.6994201 6.9448444 9.9688992 8.0387451 11.5566593 8.5241718 10.2877124 6.1563481 9.4672913 9.7737330 7.1923283 10.2412379 12.4678566 11.2659291 9.2951768 9.9395623 7.4619214 13.4982665 9.0128217 8.8601478 8.3567152 7.3148950 NA 7.3278921 10.0108082 0.5269702 8.2744807 10.8054419 8.1672375 9.8768265 9.7242091 9.9257362 12.4493910 9.7425254 9.4254125 3.3343537 9.3849734 9.6420362 1.1119661 10.2099870 6.1119557 5.0815825 12.3938850 11.1440007 8.5876883 10.5849842 11.3034255 8.6091414 11.4367168 9.6064772 10.1444599 7.2617019 2.6969063 9.6237076 3.6969175 4.2818763 9.3197827 1.1119661 9.6472303 NA 10.4157356 7.4636306 7.2204789 NA 2.3343394 11.6335554 10.6543420 10.4421249 12.7744750 8.3849732 8.4518050 5.5945874 7.2818800 11.0057621 9.2968302 7.9782036 8.6639836 10.9252017 7.3724829 9.4884421 NA -0.4729297 9.6118007 7.4695067 9.4970984 8.0700243 10.5234659 12.1679152 9.4202940 4.6562733 8.6381282 13.6751512 9.8319141 1.8489183 3.3343537 1.8489183 NA 6.6665436 14.2867246 10.4301211 6.2412377 11.0930464 1.1119661 8.2274321 8.5014069 10.8158585 9.2291651 6.6459336 11.4702398 9.8089225 9.9771727 9.4855452 2.9864291 9.7713563 8.9193100 5.4811891 8.9032263 11.5897132 0.00000000 0.00847430 0.00263570 -0.00032335 0.00388540 0.00555290 -0.00277070 0.86314000 -0.03149600 0.03101400 0.03101400 0.03101400 0.03764400 -0.02432000 0.00000000 0.00000000 0.00847430 0.00263570 0.00263570 0.00263570 0.00263570 0.00711900 -0.00429290 0.00027728 -0.00160180 -0.07667800 -0.00373950 -0.00373950 -0.00277070 0.00069327 0.00069327 0.00385950 0.00385950 -0.00235530 -0.00912860 -0.00221680 -0.03149600 0.03101400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.910 -0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.910 -0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.000 0.000 0.000 0.000 0.000 10.2204794 11.6776917 9.9812917 10.7996222 7.9406202 NA 4.2274330 9.9437899 10.3565091 0.5269702 8.6918995 6.5604154 8.6381282 15.9504203 6.7461609 6.5713871 6.9106967 8.2239602 7.3661963 8.1269052 10.8685112 10.5340197 4.2274330 10.3108092 9.7642023 8.6918995 5.5042708 14.2657181 10.2204794 7.3471713 12.6289648 5.9864246 6.6868633 9.6407346 5.7558116 9.3246540 9.7437383 9.6818105 10.4891655 3.2274330 11.8086327 8.7044121 9.2583114 10.3590913 3.6144507 10.7044120 9.3001317 8.4665717 3.5269952 8.0108084 4.8845442 13.5162095 11.5887011 8.4458558 13.6957429 12.5128344 6.6144551 7.1923283 10.2377989 8.5713867 10.6761044 10.8651717 5.4338842 4.1119577 13.7152722 4.1119577 10.8393082 4.3343466 NA 9.8712883 7.1269058 13.0463830 10.4436184 12.0006982 8.9020320 8.5521319 7.5782557 9.4019738 11.6118008 14.4543537 11.0571109 10.5836301 12.6063105 10.0930464 0.5269702 11.4365105 8.7509940 10.6856022 7.5213460 7.1923283 8.2650847 10.2204794 11.6250245 7.9020320 9.9149990 6.1994172 7.5099863 8.2885436 13.8939279 10.6987947 12.1894383 8.6064774 0.5269702 NA 9.7473708 12.1189822 10.6334572 7.1994181 9.7534046 12.042939 11.710938 10.082540 10.853984 5.409635 9.834193 10.127835 4.111958 8.743738 7.266638 7.741311 5.593082 11.273918 9.542407 10.836469 9.587688 1.526970 14.146066 6.800601 6.050554 7.720961 6.812394 6.953257 8.992559 9.663484 8.842142 5.359883 9.941678 10.199418 7.779658 11.421052 10.053492 9.953257 10.466572 1.111966 9.972007 2.696906 12.525285 6.953257 8.486994 8.699420 9.945488 11.699107 1.848918 9.454770 2.111966 10.010808 10.739489 9.008792 12.393885 10.772545 8.403509 10.144460 11.408106 9.772545 8.643336 10.522053 10.170849 1.848918 NA NA 9.509986 11.389603 8.598455 1.111966 8.227432 8.070024 10.694411 TCGA-B1-A654 43 0 NA 108 kidney stage i t1a nx m0 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes 10 1992 black or african american not hispanic or latino 325.39.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.046104e-06 5.548757e-07 9.4462631 8.9125810 7.1473515 2.6133666 10.5092007 8.3633765 13.3866496 1.0284277 3.8557207 6.8163130 5.9709250 8.0998727 9.5656288 7.1158729 11.4242123 11.8660384 9.0312253 8.1628369 5.3682620 11.3732611 9.3815572 5.0507803 10.2905053 2.0284277 6.3771394 NA 6.6650346 10.6417396 10.3339022 8.4504751 5.4034484 7.6901887 9.2280827 9.7907926 9.6218015 9.5480468 7.8644610 5.4546760 8.7816272 8.8260721 7.3230313 8.3344722 0.0284277 10.7460869 9.6440401 2.9353089 10.3236054 7.6541190 10.5704750 9.9956367 7.1882822 7.4754935 11.0024665 10.2286961 8.0312253 6.7766028 3.0284100 8.7409373 9.4196541 3.4878465 5.8357649 9.9992353 3.7288457 11.6484011 4.1576905 9.6731681 6.8987755 12.0901192 8.7949392 7.6830465 15.4601529 7.9855124 10.1038895 3.9352994 11.0031835 8.4878420 6.4878416 4.8274990 10.3990979 9.7210260 9.8413900 10.4169660 8.7131590 9.4012755 8.0142526 5.2378620 12.9155359 12.0784291 NA 12.2885950 8.1177813 8.2548227 NA 7.7766034 13.0733168 8.8894973 8.1806954 7.2951968 8.8628816 10.8207941 7.5558875 8.5418222 5.4378003 7.9709250 1.0284277 7.9110534 8.8785972 2.8357624 9.2008381 9.8941437 10.0830148 8.3793498 9.9869632 9.3826599 10.9183897 9.4356782 11.6318050 13.4199226 1.6133902 8.9662698 9.7070107 10.5853954 11.0103345 9.2033363 NA 2.4878465 2.7288565 1.0284277 7.2378639 13.7247260 11.0590776 9.1641198 11.7610019 11.1663622 3.9352994 8.6866220 3.9826103 10.0056904 11.2148342 10.3469532 6.5830000 5.4713533 11.5302477 4.4546760 4.0728004 8.6486305 NA 7.3727066 12.8839603 9.4346155 11.5401631 8.4672024 6.1158739 9.1958286 8.5282564 11.4114235 6.1781569 10.0918056 6.9767772 9.8843456 10.4425671 5.9353018 10.2126660 11.4499494 12.0530307 8.2231672 10.4614742 8.0394981 13.6014659 8.4734253 9.1290728 7.8357656 9.7452299 0.0284277 7.8863916 9.9110535 1.0284277 9.3790404 10.5297501 8.3230313 9.8660383 8.6264629 10.2421223 12.5088220 10.0645841 9.4170843 5.8987743 10.0514718 9.1421525 -0.9717138 8.6686553 8.3230313 3.0284100 13.2322173 10.5728919 9.2512054 9.3446920 9.3161229 8.4960161 11.9006197 10.0944996 9.3782446 6.1882822 4.7008336 9.6875144 5.2951977 -0.9717138 7.0563169 0.6133431 9.9840604 -0.9717138 8.4837376 5.7317616 5.4034484 NA NA 11.9659682 11.4086010 10.3765854 13.0920583 6.9826069 4.5830015 6.1524289 8.5362052 11.9624699 9.9056946 8.1238074 9.0755345 9.8429930 3.9352994 10.1583374 NA NA 10.0234709 5.6283245 9.5371957 7.8163130 10.6500045 10.7766033 9.3114988 5.6866210 9.4164277 13.4332859 10.3304782 0.0284277 3.1158656 1.0284277 2.6133666 3.4207249 14.0237360 11.7662915 4.9352994 9.9591478 3.1158656 7.5322359 8.4898901 11.3135236 9.1692403 6.6058395 11.1045580 9.1065614 10.7366322 10.0121166 2.6133666 8.8972332 9.1277584 3.2891853 7.3659882 13.0234709 -0.0019399 0.0088920 0.0065262 -0.0118710 0.9389500 -0.0029091 -0.0051227 0.8597700 -0.0662520 0.0853650 0.0695610 0.0695610 0.0566550 -0.0205490 -0.0205490 -0.0059522 0.0088920 -0.0016122 0.0065262 0.0065262 0.0065262 0.0179630 0.0069435 0.0193630 0.0193630 -0.0223320 -0.0052610 -0.0052610 -0.0098721 -0.0172540 -0.0172540 0.0114000 0.0114000 -0.0196840 -0.0328600 0.0133530 -0.0662520 0.0853650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.860 0.860 0.000 0.000 0.000 0.000 0.000 0.000 0.865 0.865 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.928 0.928 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.860 0.860 0.000 0.000 0.000 0.000 0.000 0.000 0.865 0.865 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.928 0.928 0.000 0.000 0.000 0.000 0.000 0.000 10.8154968 12.0202866 10.1838611 11.2250126 7.6577672 NA 3.8357624 10.3548400 10.4034825 NA 8.7631201 8.7849669 8.9322924 14.0779187 6.7899613 7.5982662 6.7218976 7.6058395 7.2427292 7.3815577 10.3604470 10.3963711 0.6133431 10.3952791 9.0929511 9.6449592 7.2668156 14.1789114 9.0728047 9.5665994 12.5236397 6.5041437 7.1628364 9.4228732 9.2378639 9.2572292 8.5887431 9.5529522 10.9386784 0.0284277 8.5887431 8.2402986 9.2169992 9.5982660 2.0284277 10.5117224 8.0590778 7.6246003 7.1933174 8.0864022 7.3091816 12.4076534 12.3007486 8.8453941 13.7322059 11.7507911 5.6431202 8.5362052 9.9398025 6.6208679 10.5858741 10.3350418 4.6722669 8.1958284 14.1941811 7.4207283 9.5925600 2.3503275 NA 8.9782371 6.4378020 12.7216796 9.0864022 13.4199226 7.6722669 6.9292773 4.5453692 12.0359634 8.6189977 12.1357910 10.3469532 11.3247531 12.2570789 9.4557234 1.6133902 11.6451890 9.5071802 8.6650349 7.9855124 5.9353018 7.6394355 10.5252643 12.0582153 7.2668156 10.3990979 6.4378020 8.5262621 8.1654015 14.3221145 10.6477134 11.4932114 8.9591479 NA NA 8.7008357 12.1743426 10.2438646 7.5000858 9.9171536 11.599926 11.253015 9.031225 11.373261 5.237862 11.054242 7.661405 5.198337 8.036839 10.605254 7.323031 8.325327 11.519763 8.299873 10.993834 9.360447 3.276333 14.707451 6.571906 6.911054 6.857689 7.056317 6.005690 9.068700 8.986963 8.605839 2.487846 8.877033 9.674069 5.873899 12.464471 9.866038 10.552952 11.013185 3.982610 8.998516 5.005692 12.651812 5.769878 7.686622 8.467202 9.878738 11.728850 5.923228 8.858133 1.613390 9.911054 10.268009 8.948763 13.232217 10.065271 7.136935 9.378245 11.531242 10.586831 8.551972 10.984787 10.808130 4.385962 1.028428 NA 7.285798 11.686044 7.819574 1.028428 7.532236 8.654119 10.081658 TCGA-B1-A655 77 0 NA 510 kidney stage i t1a n0 m0 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes NA 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2.47702965 1.74454863 7.56183017 9.84279707 9.10455551 9.59141463 10.06526762 9.68220387 9.65132298 6.77164264 13.58636248 10.41549841 NA 11.02993070 9.90524559 6.93234824 NA 8.30674436 12.00388750 7.62167975 10.96912509 7.07693421 9.98432061 10.85043050 8.65817363 11.34309109 NA 9.21342335 -1.52284079 -1.52284079 9.79556437 2.17747136 9.17137949 10.77078049 10.22185534 8.40183395 9.89908634 8.58162015 11.65488324 9.65194718 10.06386125 13.90796403 -1.52284079 10.74566290 10.65568634 10.75285503 6.47137445 11.16417848 NA 0.06198352 0.79892147 -0.52304809 2.47702965 13.25381436 6.49382984 13.12003212 9.97387527 10.04687708 3.96887411 6.65693106 5.54310917 11.23149151 11.39644354 12.06030765 6.03161134 9.99222857 10.71243741 0.06198352 0.79892147 2.86933844 0.06198352 8.24189308 13.14241294 10.02391594 9.34584409 9.45930210 5.58554547 9.40034900 7.58030908 9.15407151 9.74087748 8.38691439 2.93645892 9.45836047 10.46677077 9.14944687 12.10740240 11.68434095 11.07460852 10.52482709 9.05916354 5.98362754 12.73955685 9.61529324 10.22521431 9.60243498 7.26818453 NA 7.18438048 10.43593669 1.06198352 9.48836759 11.34892673 7.97487343 11.30138364 2.38391161 9.23690968 10.79273719 10.43629897 8.52568562 3.86933844 6.14235829 10.23898815 NA 11.09930217 8.19298366 6.42538881 12.25005765 11.41898608 9.65755230 11.20132216 11.59287801 8.35813556 11.16315433 9.44208426 10.70734222 9.07507396 -1.52284079 9.60308069 4.14944636 0.06198352 8.35660471 2.93645892 11.30694242 1.06198352 7.94462715 5.26139542 6.16352288 NA NA 11.56116554 10.39065898 9.89645502 9.93952383 10.47455387 9.79048844 6.53376734 7.42538881 10.70253020 10.71870676 9.64882384 10.73352509 12.64483164 5.00058147 8.37032298 NA NA 10.15562162 9.36424214 9.43774750 8.07879234 9.62740347 11.77994596 12.66862055 1.28439568 9.46783457 12.05362394 8.62422631 NA 3.89250760 -0.52304809 0.79892147 7.95680186 12.23971499 8.33344699 8.24189308 11.40053473 NA 9.03544219 9.37609130 10.43267144 9.79330303 6.80322574 11.76891165 9.70463754 10.47737367 9.37183936 2.79894220 9.28598565 8.56845704 5.20167306 7.04531955 10.02872978 -0.64212000 -0.00152430 0.00221930 0.00610900 0.00000000 -0.00166290 -0.00027724 0.62479000 0.00124810 -0.05158600 -0.04807200 -0.04807200 -0.04807200 0.00305220 0.00305220 -0.64084000 -0.00152430 0.00221930 0.00221930 0.00221930 0.00221930 0.00055459 0.00610900 0.00291330 0.00291330 -0.00166290 0.00166420 0.00166420 -0.00027724 0.00194180 0.00194180 -0.00344670 -0.00344670 -0.64874000 0.00583090 -0.06973400 0.00124810 -0.05158600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.8693384 11.6797576 10.6867795 11.5682916 9.8842893 NA -0.5230481 9.5920651 10.0699176 0.4770556 7.9907490 7.3899109 8.4628634 13.9450409 5.5431092 7.6544413 6.9116496 6.7010236 6.6267691 8.4151308 9.3011848 9.3373327 7.1352332 10.9838250 11.3874600 10.7352931 4.4312151 5.2452066 10.9828330 6.0392634 12.1104641 5.4428042 6.7624232 7.8146433 0.4770556 10.5555060 8.5431107 10.3566048 9.0601044 -1.5228408 9.5789972 8.9053816 10.6056604 10.4770216 4.4543009 10.8441632 9.1100168 6.9446266 3.4770167 9.2151138 5.1494464 14.7644273 11.5054456 9.4217335 13.4802759 13.0722207 6.1774614 9.0563375 10.1899783 7.8279606 10.5339979 10.2489236 2.5644757 3.2843809 13.0460464 4.5855455 10.3623366 1.2843957 -1.5228408 10.8370455 8.8725558 12.6795280 7.1423573 13.9079640 9.4585887 9.8006393 4.3968376 4.6864725 10.1072886 13.8202072 12.0603076 12.2995923 12.5733249 10.4976543 NA 10.1240302 9.2689983 11.7667523 9.3688052 9.1494469 7.8714839 9.4413623 13.5601684 9.8406088 11.6316767 0.4770556 5.9446266 8.0373542 12.8972995 12.0144826 12.3874769 7.4428059 NA NA 8.6331046 12.7246524 10.5289034 6.5959631 11.0130258 10.67270130 12.61249034 10.67577351 11.30158256 4.45430094 10.24851100 12.11839594 3.12088273 10.04021779 10.22521021 1.47700374 1.47700374 12.37448128 9.71662006 10.79047142 9.40849767 1.47700374 14.42294537 7.23307701 6.93645303 7.88241807 7.73205004 9.35813556 9.42319682 9.94462700 8.83567274 7.38991093 11.88495310 9.34738618 9.18610532 10.61241019 9.36728587 10.34969634 11.12267997 1.47700374 10.09219131 2.79894220 11.96992871 9.61912850 8.47137486 9.45930210 9.69069679 13.09850108 1.06198352 9.29959246 0.79892147 10.43593669 10.73264027 10.81965182 12.25005765 11.87870105 8.48545017 10.70734222 10.21342347 10.22097233 6.26492483 9.43919446 9.11817022 1.47700374 0.06198352 NA 9.93234868 10.57364444 8.94971234 -1.52284079 9.03544219 7.97885858 9.60887853 TCGA-B1-A656 64 0 NA 14 kidney stage i t1a n0 m0 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 NA NA 1 2 4 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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16.15910083 6.78148955 10.17689843 2.98706614 10.07387351 7.24916846 7.92076431 3.34039136 8.77170866 9.45841379 9.07320997 10.28456329 7.95574056 9.34792095 9.17689843 6.16698251 13.59919360 12.17442589 NA 12.09150878 9.05715455 6.85743864 NA 3.30900152 11.77823671 8.39858467 9.44752981 7.70817275 9.65152103 10.33136978 7.15699923 12.56390062 -0.01289747 8.43828495 4.07453969 -0.01289747 9.28054553 2.79443666 9.03419783 9.72432114 10.96578428 7.64885224 10.43157115 9.14062581 12.17135568 9.22547859 10.96971093 12.62810950 1.57201651 9.89414475 9.51552797 10.59347908 8.62369863 9.64528537 NA -1.01304304 NA 1.30900152 5.37939223 14.90320987 12.02564992 13.63132444 11.42949901 11.59625257 6.07453755 6.31799138 5.94127067 9.66655388 10.81123700 10.78797371 7.56450240 11.54549453 11.05450820 1.98706614 -1.01304304 2.15701136 NA 8.19408804 12.98125045 9.96649896 9.76761359 8.19896211 4.63092961 8.51845528 8.86205520 10.25403605 9.03556068 9.11377836 6.25386072 9.11936785 10.62777070 6.30900152 11.29484386 12.14962250 12.74185695 9.51455074 10.29711849 5.36107000 13.58431167 9.07320997 8.16946808 9.15072340 6.97006792 NA 7.27709301 10.15887611 3.69801840 10.19242721 10.76021304 7.76843380 10.10601494 9.10601481 10.18059918 11.29342038 10.74154384 9.02767852 5.67357338 8.01221332 9.67094564 NA 10.95393974 6.44650603 3.57204077 13.52228844 11.55027009 9.17070925 10.40703402 9.54645098 8.64349872 11.37966227 9.74029061 9.74029061 6.69443311 -1.01304304 10.08642168 4.47892652 2.98706614 5.13681890 4.34462259 10.02324745 2.44649445 10.17566269 6.65297830 5.05316348 NA 4.68751426 10.98284096 10.98319421 10.77007199 11.66984900 8.68924639 4.57203471 5.27653761 7.33580211 11.86531637 9.73442766 8.63092998 9.27593987 10.88378460 1.79443666 10.08444754 NA -1.01304304 10.08247082 6.37077806 10.07188224 7.70475026 10.47441140 11.90388633 12.61278268 1.57201651 7.36645249 10.97291576 10.01290551 NA 4.51063285 -0.01289747 2.30900152 3.94126598 14.60471347 10.30165703 5.68751426 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.507 0.507 0.000 0.000 0.534 0.534 0.000 0.000 0.000 0.000 0.000 0.000 8.246817 11.222191 9.666554 13.310340 8.164493 1.572017 3.794426 10.045742 10.756602 2.309002 6.494868 6.845055 8.645285 17.067303 8.650632 9.661266 7.063889 6.053163 9.213486 6.502773 10.162623 10.282269 2.794437 9.644392 9.667389 10.070553 8.103418 8.402816 10.587451 7.645285 12.754431 5.326926 6.326924 8.484926 7.666554 10.073210 9.441373 9.959336 9.748625 NA 9.020497 8.265523 8.970067 8.914852 1.309002 9.882649 8.720089 7.594404 7.791205 8.738618 6.446506 12.667104 12.324278 8.768433 12.748521 12.756602 4.794426 8.751945 9.554079 10.460272 9.913370 11.286854 6.533968 5.344626 13.441373 5.176897 10.319110 4.196528 NA 11.126305 6.413339 11.978773 8.668312 12.628110 8.082471 6.116356 4.022261 9.693570 9.481929 13.388353 10.787974 11.046418 13.638910 9.994101 2.157011 11.059541 8.342425 11.081811 7.627319 6.309002 6.609126 10.303921 12.027021 9.368617 10.996902 5.917811 6.379390 7.020497 14.572515 11.304486 11.549078 7.761861 NA NA 8.664794 12.943994 9.784395 6.326924 9.909658 11.55312786 11.36211325 9.01082822 10.88454114 6.32692378 8.91781124 9.04099980 6.45467930 8.72178345 10.37586071 6.47892652 5.63092961 11.29342038 9.64796112 11.36915744 9.22428367 3.23500706 14.62644280 7.16464249 6.22547932 7.99969847 9.00388216 6.31799138 9.53396819 10.02873296 8.69960091 8.54549468 11.77905066 7.33136933 6.70817344 11.91781116 11.15793779 9.65329778 10.38046431 3.07453969 10.44548049 8.94127008 12.56143082 6.25386072 6.29085380 8.19896211 9.76055097 12.59636801 6.77497677 9.79764548 3.79442626 10.15887611 10.72769791 9.53493236 13.52228844 11.37831740 6.77497677 9.74029061 10.90928656 9.59070025 6.71499415 10.04438865 9.88491930 4.63092961 -0.01289747 NA 8.67532408 11.99418345 7.01498009 7.20139274 7.69097713 8.32469586 9.77416011 TCGA-B1-A657 54 0 NA 200 kidney stage i t1b n0 m0 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.95691364 8.07937384 5.22233317 4.58399437 9.49300179 9.52130814 8.94768193 9.73042547 9.72803103 9.04804078 9.90856811 6.42514875 12.81683247 10.92747510 NA 11.79247391 9.87591104 7.04515789 NA 7.28231377 12.56972336 8.44423802 8.82868457 7.72803069 9.30498303 10.69193523 8.40130194 8.41745635 NA 9.24511841 -1.50553319 -1.50553319 9.79247391 -1.50553319 7.88458022 9.78730806 9.56721382 8.00418619 10.05378839 9.74648543 11.42183010 9.09246382 10.23250367 13.41201653 -1.50553319 10.24670414 10.89742340 10.56687897 10.27740958 10.51191579 -1.50553319 1.95386119 2.49441561 1.49441561 4.64415624 13.24616461 9.47097544 11.49669897 10.39942224 11.06474149 6.03357057 8.47882987 3.88672572 10.81295413 11.55476956 11.86640440 8.31459049 9.52093488 10.57921975 1.81635395 2.49441561 5.10912232 0.07942932 10.05713072 13.18817053 9.69224236 10.63619918 9.87811561 7.27248889 9.75238834 7.23587829 10.06212036 11.75165184 8.28231377 4.90379992 9.54731216 10.80842809 8.48167554 11.79990313 11.46019565 11.25263457 9.12376809 9.21462147 5.98986562 12.65994649 9.01109640 9.50773400 8.74825894 8.16329644 -1.50553319 7.50003558 9.83648610 -0.50553319 8.44508398 11.29531126 8.38467584 11.02506154 7.83426119 10.15930297 12.00517553 10.45042442 8.87883904 4.56050098 7.89315528 10.18963964 -0.50553319 10.14994205 5.76119750 6.29531161 12.22657879 11.10751016 9.58980842 10.78414209 10.05331040 9.16240996 10.83695554 9.30096109 11.13601158 8.90592246 2.40130279 10.36977672 6.38315475 2.66434630 7.13826770 1.49441561 10.54731901 1.30176322 8.47455083 5.39551871 4.51677791 NA 3.66433492 11.40130194 10.58716853 10.44788031 11.90817151 8.34146856 8.37705432 6.77583148 6.69898242 10.96074279 10.55375580 8.92067620 9.89529080 10.47097544 9.94819638 9.38467562 0.07942932 NA 10.09942777 8.08125120 9.20951526 8.02968698 9.66245654 10.96303543 10.06379237 0.07942932 9.54425991 14.21780566 10.69070613 1.66434630 2.79892147 2.19484351 0.49436440 6.34616088 14.52188545 10.33243337 7.67680547 10.92250978 NA 9.38922907 8.85830525 9.37858185 9.63204296 6.81173303 11.18397263 10.24553690 10.82336668 9.74133013 3.62369131 9.47526488 9.48309606 5.55229406 7.97281670 11.24386184 0.00069327 0.60851000 0.62570000 -0.00360110 0.63499000 -0.00180140 0.00471900 0.62862000 -0.00539920 0.13995000 0.13995000 0.13995000 0.19071000 -0.00166290 -0.00166290 -0.00653340 0.60851000 0.61822000 0.62570000 0.62570000 0.62570000 -0.00484610 -0.00360110 -0.00691950 -0.00691950 -0.00180140 0.00777830 0.00379970 -0.01088400 0.00000000 -0.00611710 0.00013863 0.00013863 -0.00180140 0.63025000 -0.00041585 -0.00539920 0.13995000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.630 0.630 0.612 0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.626 0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.630 0.630 0.612 0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.626 0.626 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.000 0.000 0.140 0.140 11.3123943 11.9668483 11.0036915 13.4937508 9.2299673 NA 2.4944156 9.5490157 10.1636640 -0.5055332 6.9822509 6.5000356 9.3915005 15.1727226 8.2576236 8.2559624 6.7232295 7.7844300 7.6314026 8.4058035 12.7786571 10.1861549 2.8163335 9.8146478 10.2274267 10.0580843 6.5223179 8.9507658 10.5828683 8.0470803 12.0620062 4.1668359 7.6133526 9.2839449 7.6989824 10.0115886 9.202633 10.074199 9.529898 -1.505533 9.631402 8.651758 8.720824 10.742042 3.742340 10.324927 10.290451 7.436926 5.460195 9.495819 5.703865 13.455047 10.853063 10.021888 13.832869 13.102724 6.222331 6.737585 10.103128 9.855807 10.188334 9.924864 5.912264 6.825328 13.576394 1.494416 9.220630 1.494416 NA 10.926692 7.739964 12.304782 9.490179 13.412017 9.304983 8.189640 6.811779 10.739370 10.316185 13.395985 11.866404 11.949610 12.153515 10.453327 NA 11.054744 9.934762 11.242185 8.959978 8.481676 8.681763 9.798763 12.544260 10.091067 11.377627 6.025793 6.633963 8.083126 13.023722 11.296726 13.083828 8.401302 -1.505533 -1.505533 9.987266 12.591127 11.109303 7.218925 10.543239 11.45893274 11.86291781 10.45441333 11.13601158 7.01404726 10.75356610 9.19137882 5.53880507 9.35937138 9.03128022 3.98626529 7.68670431 12.73161384 9.98174893 11.13012945 9.84424550 2.40130279 14.95026831 7.03914388 7.28231377 7.92130481 8.19658393 8.23250343 9.70994435 9.21721884 8.67680582 8.66558819 11.05808429 9.86999383 8.47597859 10.77315116 10.40842273 11.33400886 10.95665799 1.95386119 11.04034110 4.19485139 12.31521357 8.30979464 7.04515789 9.87811561 9.62925479 12.42542581 4.30176322 9.84921163 0.49436440 9.83648610 11.37428937 10.17257127 12.22657879 11.10220400 8.67804690 11.13601158 10.87865546 10.52549565 8.74115212 9.93735484 9.91542425 0.07942932 NA -1.50553319 9.64415840 11.07389934 9.13736570 1.07936104 9.38922907 8.94871063 11.52662932 TCGA-B2-3923 59 0 NA 992 kidney stage ii t2 nx m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 3 5 1 NA 1 1 2 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.34745306 3.03857665 8.91201897 9.52641492 9.45537243 9.11137749 9.29360338 7.73901434 6.71805470 13.86422932 10.95892769 NA 11.42362833 9.60571340 8.06094284 NA 3.12603123 12.00381801 8.37619660 13.28167443 8.26498720 5.39612523 10.94320944 9.18195800 4.35472014 2.49799550 10.20849982 0.03857665 3.62353915 10.95631989 3.84593157 8.41143980 11.02192481 11.45721808 7.87777860 9.20348187 9.37284809 11.82836116 9.44796573 10.08978374 13.65150093 4.08296651 11.63879442 11.58209008 9.27697953 6.36050299 10.74247846 0.03857665 0.62349233 3.68242722 -0.96156382 0.62349233 13.71199435 1.03857665 2.03857665 10.41632760 10.80758620 1.62353915 6.29596358 8.91201897 11.45352427 10.42065840 11.56578793 7.06648103 7.22345055 10.53492934 5.12603949 4.08296651 4.20850165 2.03857665 11.96097343 13.35740007 9.46588776 6.96931169 10.29301302 4.03857665 10.24314601 6.83947466 8.94235117 8.49184548 8.99567700 9.70035302 9.62374398 12.18355168 10.29360338 10.49595573 9.06371433 10.03292830 7.90893957 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0.000 -0.806 -0.806 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 -0.289 2.9454579 12.1789254 9.4637908 8.3672496 10.3176050 NA 3.2085017 10.0539899 9.7571078 NA 4.8459316 9.6477536 10.5835393 10.6008173 4.2480262 6.4479659 8.5483499 9.7467966 5.4479659 10.4292812 8.0072415 8.7681956 1.3604767 10.6891779 11.9473427 13.0466533 11.3181854 1.3604767 10.9759487 11.4726818 13.0235086 1.6235392 6.4564267 7.7074599 -0.9615638 11.2144362 8.913556 9.041390 7.948468 NA 9.747659 9.066481 10.977052 10.454845 2.497996 9.598908 8.233332 6.631032 4.793464 9.884849 6.257744 13.086977 12.870872 9.500054 12.948655 13.234946 7.534430 8.058165 8.443716 3.682427 9.047003 8.876203 10.248028 11.753035 11.497750 10.721131 7.696786 3.623539 1.623539 9.306532 9.482554 11.609853 9.143173 13.651501 8.552303 10.842706 5.773690 9.806759 8.623537 13.964268 11.565788 9.044199 13.342213 10.784669 NA 9.742478 9.358247 10.375639 9.905081 10.293603 7.262577 9.012990 13.061636 9.103318 12.120558 2.739006 6.780042 7.608431 12.900696 11.460114 12.098933 4.766494 1.038577 NA 12.258500 11.390342 11.050148 5.806760 11.630798 12.0399830 13.3033839 10.4664062 11.2187948 4.2865042 10.8860238 6.5854689 6.0609423 9.7276993 12.1102802 2.8459316 6.7664958 12.7509696 9.0357542 12.0673443 10.7101159 2.3605047 12.3943389 5.2478326 6.3961269 7.7170691 8.2912402 11.1800434 10.6230677 10.5728777 11.1655890 6.5463697 9.3616295 9.4511447 7.2673935 10.8996617 10.0706206 11.6943292 10.8809252 1.3604767 7.5777340 4.3605047 13.3790940 10.1060092 8.2234501 10.2930130 9.7522020 14.5131681 -0.9615638 11.0484035 9.4114398 10.4463737 11.7342381 10.5339302 11.8127442 12.8956811 9.6569604 11.3440666 9.0144228 11.3632167 6.8133618 10.2191057 10.2709958 1.8459115 5.6084308 NA 8.9529599 11.2641860 11.0654441 2.0385767 9.5670290 7.4179529 10.1385800 TCGA-B2-3924 73 0 NA 1092 kidney stage i t1b nx m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 1 1 3 2 3 3 3 2 4 4 0 0 0 0 0 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5.2417563 5.6043264 10.3139861 NA 9.5165518 8.4488217 7.5488889 13.0237865 10.2686481 8.7303356 10.4488219 9.8522553 9.5971538 10.7033691 9.2618589 10.2780995 8.7524613 -0.3729535 10.7031955 7.3852714 6.4527700 5.5812428 4.6494143 10.8714118 6.9262557 9.8246086 5.7505476 5.3819340 NA NA 10.6305658 10.3166092 11.1253985 10.4476258 8.7856575 9.7626994 6.6511909 11.1383064 10.7514923 11.4024524 9.0926142 9.8038444 11.2794448 NA 8.0658399 0.2120090 NA 10.1969035 9.0289940 9.0997386 8.6687070 9.1248998 12.7376128 13.9098468 0.2120090 10.3025640 12.9416312 10.2030598 -1.3729535 3.8749740 0.6270465 NA 7.5636859 14.7671387 8.9523534 8.2269607 10.4360121 NA 8.5985915 9.3954390 9.5096909 9.1911974 7.7145107 11.3279211 10.1138829 10.9011348 9.6216559 7.1388001 10.5138876 8.6796159 5.2659919 7.7855061 10.0730973 -0.00373950 0.00610900 -0.34010000 0.43210000 0.41814000 -0.00193990 -0.01174900 0.01140000 0.00694350 0.02342600 0.02342600 0.02342600 0.02342600 0.01069900 -0.00373950 -0.00373950 0.00610900 -0.34010000 -0.34010000 -0.34010000 -0.34010000 -0.00567570 0.43041000 -0.00097017 -0.00097017 -0.01422800 0.00402430 0.00402430 -0.01174900 -0.00553750 -0.00553750 -0.00843850 -0.00843850 0.00680440 0.00235810 0.00903120 0.00694350 0.02342600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.340 -0.340 0.000 0.000 0.432 0.432 0.000 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.340 -0.340 0.000 0.000 0.432 0.432 0.000 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 7.6410684 11.7859731 8.8510497 13.2507580 10.0961809 -1.3729535 0.6270465 9.3968858 10.6246896 3.5812428 9.2798928 5.6382737 9.2727063 13.9030269 8.1068283 9.3617576 6.8267201 8.3617574 9.0647999 8.4834736 11.5717599 10.0813472 8.6823303 8.3100424 10.1666913 11.0142575 6.5812443 4.1506084 11.8521047 8.7831308 11.8451267 1.9489746 6.9124499 7.4567708 7.7793326 10.7739348 9.7105272 10.2190377 8.1348426 NA 9.9944626 8.8303960 6.0864802 10.6874060 6.9078184 9.9376607 9.5688292 5.9668988 7.3515621 10.1978524 6.8267201 13.1877390 9.8914904 10.0412046 13.3802647 13.2589070 8.0321896 8.9768820 9.6857161 6.5985915 9.5096909 9.2870437 7.2044763 3.9845985 12.5768746 8.1797170 9.7263956 4.7355709 3.2709026 10.6132455 8.8365014 13.3124537 9.2260309 12.7661196 9.4456301 8.1525688 6.1355554 9.4670390 11.2950464 15.6993690 11.6541816 11.6314440 14.1868432 11.0520015 0.6270465 10.8660497 9.2690996 11.0131799 8.7906974 9.2091899 8.0637596 9.7582619 12.4610251 12.1268938 11.4688088 2.6270465 5.8168736 6.0107530 14.5627302 11.2516149 12.4656610 6.5695625 NA NA 11.4784066 12.7899899 11.4686064 8.0193656 10.8570684 11.176351 12.668194 11.102781 10.011292 8.154525 10.729024 12.314314 6.249100 10.289716 14.105975 6.930828 5.806958 12.744601 8.725080 11.744366 10.664252 1.627046 13.224635 6.678747 6.889143 9.218196 10.003173 8.981297 10.643160 8.823035 9.079289 7.801973 12.118400 10.268648 10.102275 10.706533 10.807889 9.633374 11.290828 4.948975 10.580153 9.063759 12.364998 9.270002 8.241758 9.515030 9.243174 12.205067 7.069991 9.286152 5.019364 11.059068 10.404714 11.109100 13.023786 11.123652 9.553344 10.278100 10.515791 10.725922 6.730336 9.407588 9.572492 0.212009 6.563686 NA 11.798537 11.963225 9.977435 4.836500 8.598592 8.032190 10.124401 TCGA-B2-4098 72 1 51 51 kidney stage i t1b nx m0 19-3-2015 female 2010 51 NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 50.57.0 4 3 2 NA 4 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.7397516 10.6623289 9.0476954 3.9184149 13.4195259 1.0439744 5.4362618 NA 0.4590119 10.4688094 10.2981846 7.9864576 5.7069090 9.2501437 9.3926714 10.2378793 11.5183253 10.4806549 8.6659953 5.0736917 5.9019240 10.3658714 4.8165332 11.5166342 8.5437893 10.4985854 9.2631119 3.7069062 11.3834223 9.1594206 10.0644604 10.9199486 8.2855294 11.6450951 10.1936904 8.5517379 7.8977729 6.1869006 1.7808980 9.1136169 8.6997723 1.7808980 7.6488055 10.3052548 5.2403410 10.0116499 5.2403410 7.1454818 9.2468833 11.8558532 11.4301651 8.3837933 14.5765428 7.5250697 9.3385641 4.7443818 10.3823083 7.3718698 5.3416229 2.9184053 7.3477241 9.5534148 9.2155371 9.0919761 9.7695936 8.6364002 9.8810456 7.1869016 13.6138781 10.8878644 NA 11.2025530 10.4246352 8.2759643 NA 6.3044709 10.8956924 8.2695526 9.8448432 7.5779220 9.6087279 10.6884005 8.2501440 8.6590458 1.0439744 9.2966088 2.2663368 -0.5409881 10.3122904 2.4589856 8.1834945 10.1180848 10.7536016 8.7741305 9.9143081 8.9143080 12.2403262 9.5477691 9.5129067 12.9483271 2.7809190 11.0005180 10.9741878 10.1515963 9.9214832 9.8925663 NA 2.9184053 3.7809085 0.4590119 6.8426847 13.9084519 7.4978997 10.2783616 9.4992705 10.1620193 4.6289077 7.6087279 8.8512984 11.3017240 11.0481638 12.0705544 7.8726090 10.4283674 10.6811720 5.9981391 3.3658745 8.8405237 1.4589594 9.9548359 14.1207589 9.5477691 10.3270317 9.7673199 6.3416247 10.4561603 7.6781494 9.0009487 8.2071735 9.0865147 4.6684369 10.3159120 11.1375810 9.0231303 11.1238725 10.6914017 10.5946902 10.0495679 8.6635521 5.1931488 12.1785836 9.3044709 8.7069083 9.1715078 8.1834945 0.4590119 7.8894334 10.9019244 3.0947428 7.4071726 11.1397799 8.3169616 11.3048629 9.8307575 9.5556960 11.7385914 10.1489788 8.7440595 5.4813474 7.1732264 10.8667797 NA 10.3393296 8.0846899 7.2403401 12.1841340 10.3146280 9.8967329 10.6653848 11.1260924 9.5183252 10.6768962 9.5223759 10.7051276 9.8545150 7.1243168 9.7501516 5.9825419 2.7443764 6.8852461 2.4589856 11.3684990 5.0439438 9.5033477 6.5450633 5.1314043 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9.8263956 5.6289048 13.5982924 10.6908021 9.9407803 13.1753716 13.3795198 7.4131769 10.5311135 10.2695525 10.0068394 9.8768334 11.7624762 6.4014957 5.5033742 12.7651850 5.3658710 9.7210758 1.7808980 -0.5409881 11.2084313 8.7021547 12.6447855 10.2304704 12.9483271 9.5384656 8.6902020 5.7943717 10.6604922 10.7938127 13.1114897 12.0705544 11.4312427 13.5197612 10.6169593 -0.5409881 10.4036929 9.6757267 11.0005615 9.3446772 9.0231303 8.3718703 9.5304432 12.7600483 10.5457806 11.4906820 6.3897182 5.8340209 6.1594213 13.4952953 11.9248023 12.3425787 7.2403401 -0.5409881 NA 9.1869014 12.7865335 11.2638822 7.1524674 10.9667755 10.4312427 12.5702796 11.0690829 10.6623289 6.3293461 9.1559483 11.1109294 5.2403410 10.1542091 11.8103122 4.8165332 7.6586535 12.5142413 9.0250349 11.5122280 9.9815624 2.9184053 13.8449780 6.6301069 7.5622684 8.2363678 8.7536015 8.7513024 9.5196767 9.2155371 9.0345200 8.3231669 11.8488810 9.4262071 9.7661817 10.1996049 10.6061858 10.6257716 11.1309641 1.7808980 10.3301160 2.0439394 12.0864509 9.5006399 7.9265866 9.7673199 9.3442806 12.5507468 9.1225389 9.1154058 1.4589594 10.9019244 10.8285782 10.8054946 12.1841340 11.2759645 8.0626075 10.7051276 9.7443831 9.9184535 7.3477241 9.4730013 9.3216181 2.6289135 1.4589594 -0.5409881 9.1010326 10.9985565 9.0476954 3.4589856 9.4014954 8.4276477 10.2791598 TCGA-B2-4099 83 0 NA 374 kidney stage i t1a nx m0 19-3-2015 male 2010 111 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 1 1 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.4814669 8.8442290 9.1567321 7.0125128 11.5858842 4.5289963 10.3496474 9.4134487 3.0220304 11.6626612 9.0467380 10.5075472 10.2422231 7.1534862 5.7398913 10.8173645 9.5737379 7.4917842 2.8615783 1.5814477 8.8813251 8.2003729 0.3590713 7.0595099 9.1338576 NA 10.4904989 8.8969360 5.2498397 9.6305025 14.3468084 11.1203448 10.5978734 15.5935763 9.1294592 10.0756043 4.9238575 9.0502326 8.0455713 6.3888181 2.5814718 9.1824378 9.9602224 9.5990669 9.3296560 7.9440332 8.2108199 9.2986498 6.6133121 12.5657798 10.6933439 -1.2260037 10.9104585 11.2927244 7.2457837 0.7740807 4.9835637 12.8782154 7.9713245 8.5910918 8.2273786 9.0291367 9.9327178 8.6521591 11.5883401 2.7741018 8.1749876 0.3590713 NA 9.5381503 6.0778881 8.3609480 8.9402713 10.9405851 8.3814383 8.9008125 8.7613720 12.0889604 9.1674987 9.9110992 11.8723048 1.7741229 9.2759054 9.4188656 10.3449126 8.7867326 9.0756043 -1.2260037 -1.2260037 0.3590713 1.3590713 8.1228363 14.3716661 10.0226287 13.3944998 9.8988757 10.0432349 2.6809994 6.5942873 10.8033954 9.6809987 10.0675798 11.6206328 8.4143529 8.8826327 10.7319357 2.7741018 4.7513887 1.5814477 NA 9.6297553 14.0521582 10.2893152 10.3548378 8.3814383 8.3979894 9.7985552 8.8171356 9.5853143 8.6914801 9.4025538 4.1316636 9.9549000 10.8819791 8.1621254 10.9984113 11.6989206 10.6227311 9.2898080 10.0336337 3.1773757 12.3507106 9.0125128 9.9908541 9.5011778 8.7839369 -1.2260037 7.2779336 10.7409740 9.2506317 10.2695484 11.6785546 8.4447644 9.7563887 8.6274175 10.5970772 11.4937109 10.5778357 7.4848454 5.2003710 6.6133121 9.6506251 NA 10.2759453 7.8321001 6.1749876 12.9834092 10.2674632 9.3132669 10.6881195 9.2355875 9.3035388 10.8508770 9.5298303 8.9440332 8.2211912 -1.2260037 10.5323314 8.2759452 1.7741229 7.3054900 4.6567538 10.7066920 7.0778892 9.9589834 5.4641062 4.9835637 NA 0.3590713 9.9263930 10.5546479 10.3929524 10.8095946 8.0479037 7.9931071 6.2012947 11.0672924 10.6305337 10.6662714 8.8307459 9.9700954 10.3851329 1.5814477 9.2579238 NA NA 9.3674993 8.6367453 9.8054647 9.0756043 9.4500652 13.6850787 13.5225107 -0.2258349 10.1583523 12.9727834 10.4260567 NA 3.1664262 NA -0.2258349 6.0502318 14.3957022 10.1850894 7.1877361 10.7166226 -1.2260037 8.7077988 9.2878850 10.6113418 8.8280340 7.3286974 11.1453402 8.8956416 11.2759453 10.0765129 7.9289263 10.2863548 8.5306646 5.0220348 7.2937448 11.1850894 -0.0237770 0.0010345 0.0665580 0.6183300 0.0595740 -0.0180150 -0.0086510 0.0087983 0.0106280 0.0160700 0.0160700 0.0160700 0.0076535 -0.0237770 -0.0237770 -0.0237770 0.0010345 -0.5408300 -0.5408300 -0.5408300 0.0766330 -0.0943990 0.0659030 -0.0082369 -0.0106620 -0.0180150 -0.0776830 -0.0776830 -0.0087890 0.1666100 0.1666100 0.0655790 0.0655790 -0.0843340 0.0708830 0.0756250 0.0106280 0.0160700 0.000 0.000 0.000 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.253888 10.929559 8.954017 14.628660 8.706323 NA 1.096059 9.365630 10.940971 3.022030 7.059510 5.359071 9.531498 13.024629 7.269964 8.403465 7.457103 7.619598 8.059510 7.478012 10.602245 9.689241 3.728301 8.649089 10.298562 10.536905 7.321003 3.680999 10.951528 8.243750 12.369234 2.581472 6.739893 8.332529 9.856257 10.854593 8.5003264 9.9589834 8.2396744 NA 10.0220357 8.3306140 4.7283069 9.2927613 5.0595110 10.2211914 9.6892406 7.2898077 7.7398926 10.0932158 7.9187667 12.7737559 10.6456284 9.6038309 13.2686513 13.8707821 6.5088184 8.8695050 9.1524030 7.0595099 9.1824378 9.3571908 4.6809994 1.9440338 13.1055850 8.6227309 9.0733160 5.1491496 2.2335507 10.3382576 7.6289762 12.8093368 10.2976700 11.8723048 9.5758164 7.0502329 7.0898466 7.1664252 11.7816611 15.3284572 11.6206328 10.6548395 14.9301912 9.9737804 1.7741229 11.0470295 8.3961599 10.2724588 8.5603779 8.1621254 8.1813759 10.2035149 12.2420957 10.8415425 11.3986751 3.5289963 5.5814627 5.4883543 15.2164476 11.9426236 12.5716683 7.9908539 0.3590713 -1.2260037 11.6425449 12.9276602 10.2748953 8.5206226 10.5172595 10.9899444 11.5856835 10.6513922 10.0297269 5.5942858 10.7319357 11.3628228 6.7513874 9.0652788 13.6314769 7.0125128 4.8826333 12.8889778 8.4535884 11.0540089 9.2838831 2.3590713 13.2040379 6.3347470 6.4883543 10.1485337 9.6817500 8.4323197 10.6981784 8.6864287 9.1217296 6.5020282 11.4919987 10.1005376 9.3306142 10.9707102 10.4952074 9.4977690 10.5946860 1.3590713 10.3006073 8.4341040 11.4648810 9.1217296 9.5298303 8.3814383 8.8518586 12.3504744 3.0220304 9.3795876 3.5814597 10.7409740 10.7103780 11.5737945 12.9834092 12.1355037 8.2559076 8.9440332 10.6832512 11.0681401 6.0220348 9.6452434 9.1856191 3.2976757 -0.2258349 NA 10.8348040 11.7389345 8.4016420 3.6320937 8.7077988 8.0502323 9.6877455 TCGA-B2-4101 52 0 NA 648 kidney stage ii t2a nx m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9900717 10.9069528 10.1807328 15.3041954 8.4911893 9.2466299 5.2515373 9.8953950 7.2902189 6.6527891 3.4116703 8.4895281 10.0594536 8.8520981 9.5417580 8.4626863 7.7419975 9.1594745 7.2825658 13.0344658 10.6675560 NA 11.5547239 10.6962980 7.6527891 NA 4.2198268 11.8156054 8.4895281 10.1781570 8.5592842 7.9853644 10.9797551 9.0833280 11.4450213 3.9374291 9.3241666 0.3128975 NA 9.7723710 5.8047919 8.9483553 9.5695412 11.0736593 8.8777240 8.9982722 8.7967551 11.6256597 9.4986406 9.5789449 12.3951993 2.0499095 11.6033902 11.3192654 9.9319365 8.2534977 10.2313057 -1.2719489 2.7279858 4.9759053 NA 7.8624030 13.8086694 7.9398654 11.5561133 8.1812477 9.1426621 3.9759053 6.5797262 11.5501493 11.2288187 9.8789933 11.5561966 10.2352759 9.0833280 10.8443208 6.7832589 6.6044939 2.8978987 -0.2719489 9.9215022 13.9997316 9.4387833 10.1955824 9.7503446 7.7251563 10.3297476 7.8903683 9.8039440 9.5867349 9.7859685 5.6937601 10.7340118 9.8991536 9.3888641 11.6944823 12.2538646 10.8121208 9.5199537 8.7134061 1.9514013 11.2200803 9.1106008 10.1646884 9.6550140 9.1874085 4.1202939 9.0986643 11.2325476 9.4273323 7.9526778 11.5880938 9.0932057 11.2483499 8.4405038 10.1573836 11.4826556 9.2978325 8.2230725 5.8469170 6.8675283 10.4903588 -1.2719489 10.2367620 9.5207672 7.6408660 12.7921301 9.7357049 8.8777240 10.7713459 10.4512111 9.4728106 10.6825367 8.7123953 10.3884185 8.6167201 2.4284104 11.3166914 8.7641504 4.9759053 6.9663820 4.2515373 10.6723229 6.0317569 11.3260293 6.4651909 5.9374291 -0.2719489 0.3128975 10.9573965 10.3058776 11.3566501 11.7468724 9.1719564 9.6002053 6.0883409 11.9126972 10.3101188 11.5223927 8.9735295 9.8611190 12.0168429 2.1874194 8.0041013 1.3129555 NA 10.1579066 9.3555108 8.7152410 8.4353361 9.2037102 13.4507310 13.8793502 0.7279640 10.7290331 11.6171005 9.9325480 NA 4.2198268 0.3128975 1.3129555 8.2632523 14.7194987 9.4074569 8.9675753 11.6659023 -0.2719489 9.1341819 9.1436868 9.2902193 9.7791857 7.8233736 11.2875929 10.1106009 10.9316307 10.1142488 9.0866280 11.4441532 8.8827950 5.3153416 8.3322152 9.7102575 0.00415790 0.00221930 0.00322230 0.41446000 -0.00899060 -0.01243800 -0.00841970 0.01237600 0.00610900 0.05266800 0.02259000 0.02259000 0.02259000 -0.00981850 -0.00981850 0.00415790 0.00221930 -0.44307000 -0.44307000 0.00322230 0.00322230 -0.00478990 -0.01064600 0.00291330 0.00291330 -0.01243800 -0.00297740 -0.00297740 -0.00098298 0.00000000 0.00000000 0.00027728 0.00027728 -0.02817500 -0.00152430 -0.00434480 0.00610900 0.05266800 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.0133819 12.1476737 8.9651869 12.7451332 10.1693648 0.3128975 2.7279858 9.6288436 10.8985279 3.3718376 8.0041013 5.7503439 9.4490760 11.2313057 8.3627877 8.5608670 6.5481561 7.4249448 9.3790285 8.7913720 11.7487832 9.9633928 5.8154397 8.6646147 10.0041012 10.4740711 7.6258221 10.4021691 12.0963469 8.6348673 11.9036511 3.7279749 7.7832595 7.2037102 8.6363694 11.0055548 10.4841161 10.5481558 7.8700842 0.3128975 11.1955824 8.9888962 5.7832602 11.0125118 4.7723713 9.9507717 9.6090908 6.5734669 7.7696362 10.2233322 7.0633670 13.2406556 10.2352759 10.3436065 13.3861883 13.3241083 8.0499052 9.4336092 9.6894265 9.1008418 9.5851802 9.5851802 7.4828644 5.4144772 12.7620020 9.6915954 9.9982721 5.7052564 0.3128975 10.4541950 9.3091773 12.7847839 10.5793355 12.3951993 9.8482146 8.0811239 7.2797619 9.4021692 10.5341236 16.0201277 11.5561966 11.9877201 14.0736939 11.2340364 1.8978987 11.0975741 9.9422959 11.1349790 9.1833041 9.3888641 8.3054056 9.7873213 12.9034484 11.5144506 11.4683858 4.8777246 5.8777246 6.3054051 14.1721987 10.9788674 12.7793557 6.8469182 NA -1.2719489 10.3808217 12.5885789 11.6693418 7.6966435 11.0549680 11.350257 12.966904 11.963094 10.339002 7.980642 11.054968 11.832412 6.554526 10.753462 13.866852 6.040860 7.428416 13.065985 8.761400 11.932089 10.747220 3.120302 13.472180 6.183961 6.658714 9.596838 10.487449 9.098664 10.347738 8.556113 9.424075 6.103017 11.755192 10.209776 10.471128 10.468179 10.179703 10.175060 11.774589 4.937429 9.930101 9.612911 13.045904 9.163647 7.772371 9.750345 9.830274 12.491293 8.031757 8.729385 3.727975 11.232548 10.649732 11.164688 12.792130 10.877406 9.730089 10.388418 10.559284 10.897222 6.522393 9.674883 9.743392 2.428410 3.187404 -1.271949 11.058053 12.073917 9.890368 4.371831 9.134182 7.872635 10.400402 TCGA-B2-4102 61 0 NA 952 kidney stage i t1b nx m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 1 1 2 NA 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.80860374 10.04721813 9.08651019 1.51096192 10.19834657 6.77316031 12.13325160 -0.48903808 2.14090951 6.37515762 9.95857084 8.03649179 11.01529336 7.81475164 12.03293935 11.33990076 11.44613597 9.15211952 3.59843667 10.11922582 8.81817184 6.87291492 11.58494508 -1.48883561 7.12568106 -1.48883561 NA 10.37438290 10.02321764 7.79405905 3.83290014 8.39666728 9.33194768 10.10342801 11.55809483 10.57031539 8.53749449 5.31832407 9.11181303 10.42834300 4.98670218 11.47386695 2.51096192 10.05834748 10.20663419 2.59843667 12.14884105 9.44834472 10.33075087 10.72498640 8.28904827 5.85969877 10.32259046 9.15398819 8.16381570 3.68089817 -1.48883561 9.88655350 8.89683340 3.15482621 6.89034941 9.31039829 0.09599191 11.08651019 10.39208490 5.85969877 11.79428073 12.14078287 11.03795911 9.60306733 15.66332511 8.88383614 10.38249121 5.27915553 9.87565276 7.39055420 4.98670218 1.31834577 9.08461814 9.66008292 8.75771168 9.39055420 8.36272016 7.73013927 9.56081945 7.37515675 13.31363875 10.54060330 NA 11.56557523 10.71775335 7.67336208 -1.48883561 3.03453268 12.66246322 8.63250452 10.07940211 7.74698518 7.86632198 10.90167734 9.10529543 11.11892998 3.97040274 8.96424151 NA -0.48903808 9.98619773 5.58778802 8.91504817 9.71064322 9.83177149 8.47531191 8.97653720 9.25075153 11.59651311 9.35253520 9.51026631 12.83761108 1.83289001 11.50425257 11.30660476 9.21919273 8.92987767 10.40313423 NA 1.31834577 4.72042623 -1.48883561 7.99478675 13.31495065 10.37940772 12.84928949 8.47819728 9.27501310 4.92036000 6.59312067 10.17675098 11.19133045 10.52882328 11.19854130 9.90328838 8.24059149 10.51484017 3.79636933 3.31833130 0.83293051 1.31834577 9.98213811 13.82778277 10.00782466 11.44852866 9.75473989 6.83740087 10.44466158 7.52219781 8.96360330 10.18780956 8.53472541 5.56625197 10.37233315 9.78534915 9.42161359 11.55758341 11.99780597 10.79810610 10.28863725 8.49400711 4.16402998 10.93250983 9.03551257 11.18648700 9.38364576 10.78971075 -1.48883561 8.22349785 11.12660059 8.10258675 8.40995008 11.34583699 8.64282790 11.51255505 8.40427261 10.00732545 11.50779746 9.23207022 7.90309493 5.62991319 6.33114984 10.52603750 -0.48903808 10.09264233 8.44022926 7.73255820 12.40190017 9.96424151 9.20184187 11.03575751 10.08319741 9.07607295 10.68032603 8.59577926 10.54576986 8.51097102 1.09592442 11.42890239 8.31187090 2.68088692 7.24906319 4.18339917 10.99529039 6.76363598 9.78593138 6.39153403 5.90328898 NA 0.09599191 11.06436022 10.02173511 11.29744479 11.57655535 9.19133045 9.81013314 6.55186358 11.70495822 10.37438290 11.40881640 9.15572849 9.81246710 12.34859887 1.51096192 8.15121599 1.51096192 NA 10.10762654 10.06027427 8.65944760 8.34069355 9.48825088 13.47327955 14.75392171 1.51096192 11.23974178 13.44553720 9.95546829 -1.48883561 5.81264967 -0.48903808 0.51096192 8.33751933 15.13819131 10.15887902 9.23377856 11.58125963 NA 8.98264626 9.08829586 9.14940673 9.70017769 8.05400297 11.32033715 9.92089216 10.85387896 10.07800480 8.05786558 10.90516562 8.68464800 5.93328700 8.56322640 9.49823491 -0.00276250 0.00235810 -0.00346270 0.48578000 -0.01030800 -0.00323000 0.00000000 0.01639700 0.01000600 -0.05443100 -0.05443100 -0.05443100 -0.07427200 0.02215100 0.01328000 -0.00276250 0.00235810 -0.50048000 -0.50048000 -0.00207260 -0.00041585 -0.01599200 -0.01489100 -0.00360110 -0.00894040 -0.02210600 0.00390820 0.00390820 0.00000000 0.00046912 0.00046912 -0.00761010 -0.00761010 -0.49287000 0.02581200 0.00666530 0.01000600 -0.05443100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.474 0.474 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.493 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.474 0.474 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.285758 11.576387 9.274183 12.395523 10.153023 NA 2.211417 9.660083 10.450183 3.368950 8.870720 7.447609 8.726504 12.301421 8.123839 8.684648 5.945598 8.447609 8.695846 8.907576 11.794059 10.137593 4.758900 8.744591 9.923541 10.660083 6.670842 13.935301 11.843986 9.118301 11.700907 4.318324 7.324752 7.026671 8.057866 11.079640 9.8418878 10.5539982 7.5635387 NA 10.3319477 9.0510991 6.8772927 11.1807418 5.2388900 10.0438138 9.7069582 6.5662535 6.9203624 10.0931129 7.0423521 13.2773446 9.9719387 10.3670073 13.4294615 12.6383108 8.2269328 9.1548272 9.7367809 8.8497072 9.4651672 8.8663220 5.8147529 3.5984367 12.6280458 8.3595941 10.1557285 5.0959329 2.5109619 10.0641202 9.6632558 12.6537162 10.2473729 12.8376111 9.9065051 8.4357836 6.6901838 9.7469852 10.6473213 16.1109491 11.1985413 12.0472182 13.2571178 11.4682544 2.0959244 11.0883998 11.2816349 11.3454420 9.3743829 9.4216136 7.9785766 9.6883905 12.8095347 11.5183487 11.4762069 6.1403267 6.0501294 6.8283841 13.1258487 11.3941870 12.8278181 7.7277170 0.8329305 NA 10.4476088 12.6278022 11.6162067 7.5608196 11.0355126 11.101792 12.922548 11.446136 10.119226 7.140328 11.551603 11.143966 7.302133 10.790291 14.888237 4.986702 7.327955 12.740720 8.880568 11.768064 10.663573 2.211417 13.917408 7.172285 6.675878 9.521681 10.186487 9.417110 9.663256 7.655476 9.087455 7.129356 11.712023 10.395905 10.196596 10.025192 9.951840 10.751166 11.677448 3.265857 10.483233 6.864118 12.723038 9.347810 8.640254 9.754740 9.495332 12.885195 6.026672 9.075121 4.868524 11.126601 10.452019 11.360572 12.401900 10.648603 9.646039 10.545770 10.397430 10.742555 6.990751 9.653716 9.283285 2.095924 5.018768 NA 10.689636 11.508427 9.700795 5.238890 8.982646 8.055935 10.145328 TCGA-B2-5633 56 0 NA 358 kidney stage i t1b n0 m0 19-3-2015 male 2010 214 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 2 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144431e-06 3.467973e-07 11.25656366 10.36621608 8.97277076 7.09690697 9.52150524 9.06789116 11.45246118 -0.04260539 1.23829773 5.10710197 10.28097348 5.31490675 11.27448561 8.29720563 11.86893492 8.40856667 11.31243142 9.02479006 5.75177166 10.20883802 8.65952823 6.58671221 13.04912161 0.54230758 6.19576098 NA NA 10.22531277 9.71807559 7.52721112 3.27927813 8.59398041 9.30829488 8.89840337 11.49481674 10.53572834 9.42903090 5.83999989 10.07694530 10.49651448 4.91155258 11.87547353 9.84457632 10.06260948 10.73871541 3.48091135 11.88957043 9.32477033 10.39458756 10.58534548 7.92602255 7.70554876 10.06244569 9.17101888 7.71890682 5.02344610 -1.04275399 9.99146686 8.83999863 3.41678571 6.68527582 9.40443888 6.59397966 9.74688931 9.77433936 6.31490856 12.70630637 11.63969193 11.09338554 10.75339528 15.81447407 8.75014588 9.05538765 4.44921139 9.26455637 7.55354559 7.10710302 1.54473266 9.17167471 9.53194926 8.60481413 9.50328552 8.90718241 8.07369975 9.42292214 7.25197656 13.28167687 11.05801798 NA 11.73317166 10.73831363 8.74851859 NA 9.23231611 13.02663759 7.04481812 11.14625356 7.06588031 8.55540819 10.86912210 9.02881803 10.87665852 3.76470708 9.25082731 -1.04275399 NA 9.81611375 5.64385619 8.76148674 9.48189729 10.00038288 8.71724389 9.51194454 8.83079976 12.05787018 9.74933246 9.92169651 11.34859926 2.12727008 11.48096909 10.74892559 9.60661193 7.98802283 10.40081722 NA 0.54230758 3.76470708 -0.04260539 8.63331277 13.22165164 7.08663836 11.53643582 7.86424620 9.25427184 4.57206504 6.79655882 10.91952869 11.31628153 10.19336987 10.99158030 8.55168020 8.86724877 10.75258361 6.77753413 6.60840712 2.12727008 -0.04260539 10.12163414 13.67278147 9.01940169 10.60391439 10.14903182 7.64035051 10.05143328 7.05538765 9.42437018 6.11722750 8.38362049 5.99077792 10.33042204 9.46217464 9.33130841 11.18135734 12.53289491 11.67524622 9.45121111 8.71057228 4.18308946 11.16375960 9.12226271 11.07888918 8.79182677 7.39198419 -0.04260539 8.33239511 11.51098496 8.25091942 7.38370429 11.12257676 8.41268289 11.96473340 9.41678718 9.93892295 11.88124021 8.79498373 8.05209305 7.82772060 7.54607027 10.34267885 NA 10.25942339 8.71057228 7.86724846 12.53041107 10.10010092 8.63154778 11.05308234 9.23464310 9.21238427 10.68976478 8.74688947 10.61690561 8.93606605 0.95732032 11.67503208 7.37098376 2.27929299 9.06718641 3.95735747 10.66557735 7.03417169 11.32010221 6.32734605 4.88809541 NA NA 11.01973916 10.36196504 11.24333574 10.42750613 9.02881803 9.64466135 7.01258432 11.93820925 10.38257161 11.43612529 9.23115132 9.82231557 12.23522420 NA 7.76471040 0.54230758 NA 10.09882416 9.07759364 8.87621886 8.35823492 8.78549203 14.72248634 14.07686423 5.48091781 11.75602998 12.97842237 10.31820271 NA 5.12507659 0.95732032 1.76472831 8.14964857 14.12778934 8.96998017 9.15825421 11.93874458 NA 8.19814689 9.23349170 9.14964857 9.71890682 7.76148674 11.29218760 10.00924428 10.66687036 10.13850796 8.28153598 11.26569468 8.63683593 5.04248238 7.54850367 10.03883904 0.01070300 -0.00101030 0.00638710 0.48251000 -0.49861000 -0.00027724 -0.00719580 0.01042400 0.00583090 -0.03694600 -0.03694600 -0.03694600 -0.03694600 0.01000600 0.00094794 0.01070300 -0.00101030 -0.50121000 -0.50121000 -0.50121000 -0.50121000 -0.00070236 -0.00595220 0.00531540 0.00531540 -0.00027724 -0.49861000 -0.49861000 -0.00719580 0.00138680 0.00138680 0.00000000 0.00000000 -0.49882000 0.00569190 0.49735000 0.00583090 -0.03694600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 0.000 0.000 0.000 0.000 0.000 0.497 0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.477 0.000 0.000 0.000 -0.499 -0.499 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 0.000 0.000 0.000 0.000 0.000 0.497 0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.477 0.000 0.000 0.000 -0.499 -0.499 0.000 0.000 10.190975 11.861049 8.772739 11.784103 10.140991 -1.042754 3.815340 9.487762 10.723342 2.416786 8.827720 6.504250 8.675032 12.771538 7.815337 8.424961 5.572065 8.601212 8.695448 8.722227 10.073050 9.495545 5.242759 8.400299 10.030145 10.747297 7.586712 12.093225 12.128845 8.657795 11.964195 4.629782 6.839999 7.195760 9.864998 11.206469 10.876219 10.599859 7.480918 NA 10.390941 8.888093 7.568380 11.387285 4.957357 10.467131 9.632431 6.738715 7.214744 10.270806 8.050113 13.790493 9.818443 10.386239 12.812711 12.387547 8.183768 9.194566 9.746074 8.007204 9.396147 9.346449 5.349673 5.496513 12.854256 8.965784 8.832337 4.416786 3.601209 10.388853 10.178339 12.818443 8.783904 11.348599 9.370984 8.317105 6.918111 10.758660 10.375735 15.972357 10.991580 12.088730 13.204987 11.526499 1.542308 10.687826 10.927821 11.187076 9.615567 9.331308 7.601212 9.994903 13.091541 11.158561 11.282928 5.738717 5.572065 7.661259 13.676633 11.005161 12.319847 7.190975 NA NA 10.409597 12.593527 11.717649 7.195760 11.136954 11.1996366 13.3518853 11.3124314 10.2088380 7.3323947 12.3132573 11.9524161 6.8153372 10.9389229 14.5034965 4.9115526 7.3496731 13.4157392 8.5957916 12.0680021 10.5456018 4.4167857 13.4214546 6.5408906 6.8399986 9.2714289 10.4421785 9.6385941 9.5526132 7.9852619 9.0994627 8.0180516 11.4591929 10.8646219 10.3846685 10.2508273 9.7147457 9.7727390 11.9274615 2.6578000 10.0268055 8.4926311 13.1294511 9.4341019 9.8679984 10.1490318 9.2997859 12.8460038 4.6577943 8.4848326 5.8998693 11.5109850 10.2456450 11.4305541 12.5304111 10.5716054 10.0514333 10.6169056 10.8269495 11.1403086 7.2882727 9.6253542 9.7735393 2.1272701 0.9573203 NA 10.8476199 10.8569581 9.9580599 4.6012092 8.1981469 8.1885770 10.1527279 TCGA-B2-5635 74 0 NA 315 kidney stage i t1a nx m0 19-3-2015 male 2010 315 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 1.352509e-06 4.855162e-07 10.9757526 9.7517509 8.6429986 5.0566052 12.6965061 8.3279707 12.5217832 -1.3356992 1.8050860 5.5950262 9.8584293 7.3331732 10.9266766 8.2716185 12.0667672 9.5659092 11.0352452 7.9098409 4.9310731 10.8994048 8.3836771 6.5469315 13.2712716 -0.3356992 6.0566052 NA NA 10.4468768 9.8608902 7.9169537 3.4716427 8.3420075 9.4250081 9.6038674 11.5905841 10.2107003 8.7922824 5.9771700 9.9038867 9.9646406 5.6300734 11.3029503 2.5711671 10.0102477 10.3781042 3.5222692 12.0678328 8.9322452 10.5358083 10.3590812 7.9817008 4.2188741 10.1989557 8.6413105 7.7464371 3.7935734 -1.3356992 9.9833957 8.4812719 3.2492481 6.2417163 9.5957643 3.6184853 10.1339299 9.9583343 3.9496937 11.4149113 12.9372094 10.6465687 10.5230462 16.2042799 8.1237195 10.2808370 4.6184853 9.6642882 7.3153398 4.3922075 1.3104565 9.2530027 9.5957643 8.6111945 9.7350799 7.8931067 8.7141366 9.5207135 7.1072317 13.7234213 10.2265306 3.1878469 11.6586415 10.5561667 7.1917650 NA 6.1154994 12.1422993 7.9334145 10.2255761 8.9038867 8.1216687 10.1750522 8.8367157 10.6751029 2.8342056 9.0019100 -0.3356992 NA 9.7431061 6.3081442 8.5606206 9.4099624 9.8335868 8.1051574 9.7216030 9.3313996 11.6832515 9.4955952 10.2308178 12.8254200 1.2492633 11.2506635 10.9023943 9.8882898 9.5636449 10.2977374 0.2492633 1.4716557 3.2492481 -1.3356992 8.4668045 13.2704041 9.9663558 12.3778894 9.1298546 10.1344385 5.0218395 6.7249844 9.9444788 10.8404613 10.4776685 11.3356058 8.7290310 7.5711785 10.8070333 4.0905571 2.5711671 2.4716557 -1.3356992 9.6543920 13.6297568 9.7451055 11.2087696 9.6315143 7.8761762 10.1710916 7.9122157 9.4295411 8.7344092 9.3313996 6.3367136 9.8853616 9.3287353 8.8713025 11.3718629 12.6684208 11.6047852 9.8134001 9.0621017 1.7534334 11.6627022 9.0768578 10.6451417 9.5307943 9.5704271 NA 8.4924245 10.8713024 6.7934681 7.7703276 11.1824494 8.2863401 11.1301096 9.6977111 9.8360904 11.6803999 9.2034469 8.1995634 5.9216767 8.2284378 10.3135443 NA 10.0805579 7.9098409 7.3507889 12.4805718 10.7307137 8.8822456 11.0002367 9.6329549 8.9427376 10.8405579 8.6699126 10.6454986 8.9216758 -1.3356992 11.7396001 6.7357510 2.3647405 7.7490964 3.8342157 10.5685463 5.0566052 10.3447355 6.0206955 5.6415691 NA NA 11.4798715 10.4639745 11.0286964 11.1382475 8.5771773 9.2063526 6.7215217 11.2350925 10.5427223 11.1257675 9.2388817 9.9163621 12.5110517 -1.3356992 8.0019097 0.9862289 -1.3356992 10.4542293 9.1103374 8.9450590 7.9404123 9.6894276 13.2171973 14.2716762 0.6643008 11.1443209 12.7037213 10.3612556 1.9862289 4.4191748 -0.3356992 NA 7.3402454 14.8743315 9.7424390 8.3819647 11.4047013 NA 8.7728127 9.0931088 9.6713153 9.5575897 7.4489232 11.3320649 9.7793318 10.9476659 10.0165247 7.5003384 11.0950020 8.5816601 5.1780931 8.0830261 9.8779999 0.00000000 -0.00041585 -0.01780300 0.48802000 -0.00995650 -0.00456950 -0.00581400 0.01782400 0.02665400 0.02328600 0.02328600 0.01149400 0.01149400 0.02300500 0.00000000 0.00000000 -0.00041585 -0.00761010 -0.00761010 -0.00761010 -0.01945200 -0.00954260 0.48475000 -0.00277070 -0.00277070 -0.00456950 0.00416320 0.00416320 -0.00581400 0.00069327 0.00069327 -0.00721610 -0.00721610 -0.50774000 0.00821860 0.00674060 0.02665400 0.02328600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.482 0.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.482 0.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2548751 11.4886502 9.2483109 12.5800741 10.2203151 NA 0.9862289 9.5674167 10.8929895 2.9122091 8.7127749 6.1878509 8.5300212 13.5201785 8.5726805 9.0533815 6.0041373 8.4091219 8.8578134 8.5726805 11.1206425 9.9657843 6.9404123 8.5175977 10.0561493 11.0630318 6.4124818 12.2789979 11.6651684 9.0074739 12.0996888 1.8342258 6.8688596 7.9357509 8.7032070 10.9257954 9.705263 10.388802 7.816573 -1.335699 10.328291 8.925208 7.127813 10.839526 4.595026 10.058751 9.625738 6.553032 6.878608 9.922265 6.571179 13.318197 10.366028 10.009693 12.838902 12.687598 7.241717 9.545402 9.737760 9.396456 9.303629 9.444008 6.343768 2.471656 12.897383 8.481272 10.601662 4.471643 2.912209 10.013569 8.879821 12.882019 9.488451 12.825420 9.301819 7.652973 7.514163 11.944334 10.470838 16.320280 11.335606 11.913105 13.168486 11.099698 3.249248 11.259312 10.794859 11.478470 9.300913 8.871302 7.556071 9.787116 12.659702 11.343328 11.374229 2.986211 5.902693 6.907462 13.361926 11.249016 12.514182 6.849164 NA NA 9.726334 12.816969 11.549952 7.297283 10.590213 11.1924980 12.6525290 11.0352452 10.8994048 7.8541129 11.7344090 11.4704349 6.3647282 10.3896544 15.1134529 5.6300734 7.0218406 13.0406299 8.7222799 11.6693863 10.0699614 2.1237324 13.9308184 6.2200281 7.2188770 9.4055191 10.2049005 9.1641341 9.7780303 7.8882897 9.0138899 6.5891013 11.7773791 10.0501505 9.9056755 10.2567451 10.0333401 10.4884513 11.2229480 3.6642894 10.7916376 2.7517422 13.1741095 8.7263343 8.4191756 9.6315143 9.5899537 12.6777852 3.4191748 9.2398274 5.9862152 10.8713024 10.8432641 10.9697799 12.4805718 10.8925056 9.3811075 10.6454986 10.9946448 10.4487962 7.3367136 9.8076713 9.6351130 0.6643008 6.1024146 NA 11.2723118 12.3548787 9.2863399 2.3647405 8.7728127 7.6242903 10.7243084 TCGA-B2-5636 79 0 NA 919 kidney stage i t1a nx m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA NA 1 1 2 2 2 4 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4655961 9.9958184 7.6306144 9.4364188 8.7811249 8.5868248 10.7710116 1.3826673 -1.1376478 5.7046147 10.9432925 6.2826918 11.6988066 8.6018551 11.9048479 7.7174386 10.5657904 8.4129597 5.5526107 10.9065287 8.3252011 7.1413858 11.3397888 3.3302142 5.2335430 0.1602748 NA 10.5454377 9.7841758 7.8607338 3.0347616 10.5756840 9.1047623 9.2209903 10.6431023 10.6913508 9.2981393 5.3435144 5.0831283 10.4066390 6.4701496 10.9312335 5.8791127 9.9536267 10.8285884 3.8607344 11.6629604 9.2317566 10.0464990 10.7890436 7.6942729 6.3501188 10.8076208 8.4074781 8.1008526 6.1602950 NA 10.1236721 9.1973836 1.7452373 4.9503704 8.4761986 3.6197299 8.9162945 9.6968653 8.2495240 12.4269725 13.5778392 10.6818948 10.9452017 15.8583568 8.5163792 9.2055990 4.4579751 9.2801001 7.4941948 7.6441101 2.1782047 8.9185174 8.9740113 8.6968653 10.0270581 9.2110499 8.1789581 9.5568991 7.4941948 13.0844264 10.1270401 2.1603071 11.9428831 9.9938381 9.8380140 NA 7.7502574 10.3875091 7.4018804 10.7511932 7.9611944 7.2299676 11.0104812 9.3443432 7.7678216 4.5295274 9.2635821 1.1602748 NA 10.2074183 7.6521473 8.8279971 9.6059989 10.3513535 8.5045902 9.1668543 10.1332741 11.5111120 9.9783438 10.2402234 12.2981393 2.3826949 11.8814961 11.4503132 9.5533271 6.8927444 10.5112335 NA 2.8972598 0.1602748 -1.4246877 6.6251799 13.2460434 3.6197299 6.0671848 8.9361789 10.0731837 3.7452588 6.5178457 7.5809565 11.5402141 10.2160287 11.1107579 8.8722479 7.5031102 10.6769793 6.1375752 9.3566916 5.8791127 -1.4246877 10.3525872 13.8067030 9.3947126 11.5820085 10.4852249 7.6467941 10.2874289 7.2512892 10.6831472 3.0988911 9.5273450 8.5439985 10.4732302 8.7527513 9.5207756 11.4574017 12.2207651 10.8639096 8.8537811 8.9273753 3.9346392 11.5411161 9.4897169 10.3842960 9.3377138 9.1817369 NA 9.0841169 11.5220554 7.8155985 6.5716070 10.9495562 9.1508711 11.7966168 9.6333235 10.7499455 11.3521760 9.6766511 8.9212914 6.3167992 7.2548123 10.7272997 -1.4246877 10.6670978 10.0520780 8.2530514 12.8848792 10.0661827 8.5016278 11.1351869 8.6400746 10.5518960 10.6785967 8.7835663 11.2290726 9.3509421 2.3826949 11.8312456 8.1375742 2.0347792 1.1602748 5.0015951 10.4572105 7.1973838 10.6197260 6.1005404 4.8232602 NA NA 11.0596512 10.3231052 11.2080999 10.3377139 8.3117338 10.1173674 5.8194587 12.2852772 10.6501423 11.7870680 9.0880724 9.8532004 12.3681221 -1.4246877 7.6087545 1.3826673 -1.4246877 10.5053298 8.9492845 8.7326786 8.3015502 9.0841169 12.8745398 15.2253457 1.1602748 11.9048479 10.6684192 10.5461567 0.1602748 6.6712566 0.1602748 -1.4246877 8.3235245 14.8558851 8.1125500 9.3210061 12.0780393 NA 8.3402035 8.8859446 9.0357877 9.8955683 8.6851626 11.4966149 10.2818278 10.4889692 9.8736923 9.3517648 11.5202269 8.9471086 5.2995744 7.4462207 9.6949214 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.1715216 12.7112815 9.2299678 10.2348818 10.2657663 0.1602748 6.8041504 9.5696853 11.1242693 0.8972404 10.1982988 7.5809565 9.3066510 9.3850999 6.2263833 7.5837605 6.3697474 8.9503713 7.3302196 8.9514572 10.9847228 9.4410651 2.6627980 8.4564456 10.0198291 10.6942729 7.4302000 4.7651581 12.0627951 10.3074992 12.1496817 2.7452588 6.8882148 7.4456969 10.2481991 10.9279270 10.5618850 10.5306185 7.2688189 NA 10.6407480 9.6454527 7.5090228 11.5167463 2.5753365 10.3636423 8.8256301 6.5583258 7.2757716 10.3339714 7.8041504 13.5653471 9.9090463 10.7508814 12.7925322 12.6619657 8.0811436 9.3184832 9.9284787 6.8089513 9.7614460 9.3226855 10.3566915 6.6467949 13.3106234 9.3729934 9.5718053 8.3664949 3.9676482 10.2308625 9.9460192 12.8298438 8.8893485 12.2981393 9.3167988 8.5654357 7.8404544 11.6207502 10.5597503 15.6210275 11.1107579 12.4767644 12.7234906 11.4921443 2.6627980 10.1499253 11.3464086 10.9110013 9.2618324 9.5207756 7.4082219 10.1826621 12.9733406 9.8350750 11.6444425 2.8972598 4.9503704 8.9525424 13.7030469 10.6880971 12.2645655 9.7007452 0.1602748 NA 9.8693781 12.6137365 11.7682349 7.3955110 11.3826868 11.631123 13.418664 10.565790 10.906529 6.641420 11.487660 9.462552 7.646794 11.072685 15.785137 6.470150 6.784785 13.945012 8.263582 12.030274 10.884240 3.160291 14.014189 4.428330 5.261832 7.655643 10.486724 9.970866 9.826222 8.326876 8.923130 9.748384 12.763302 10.442997 10.379059 10.508654 10.105738 11.098894 12.376939 2.275782 10.033738 6.813736 13.316358 9.682549 7.804150 10.485225 9.241387 12.600039 5.765155 7.844458 6.775004 11.522055 11.024480 11.177799 12.884879 10.897260 11.007874 11.229073 10.856392 11.253509 8.633324 10.079158 10.377040 1.897279 NA NA 10.175709 9.866071 10.377848 4.190038 8.340204 8.120296 10.593184 TCGA-B2-5639 46 1 1003 417 kidney stage iv t3 nx m1 19-3-2015 male 2010 NA NA 70 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 3 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6517036 10.0997184 8.4824200 1.8385484 9.4458941 5.8163923 12.7138523 NA NA 6.8916756 8.4650027 5.3495245 10.5410828 7.6714540 11.8343309 11.6459187 10.2066336 9.7309547 3.8385686 9.6536267 8.4325152 4.0401998 11.8399719 NA 4.5610328 NA NA 9.8719867 10.2698524 6.9260267 2.5166456 8.4384767 9.3683847 8.5053205 11.2564162 10.2581026 8.0323356 6.0401976 8.9408019 10.4000426 6.7550398 11.2761078 6.5827246 10.8346135 10.1685843 3.5166330 11.5330957 9.1622941 10.2385892 10.7138523 7.3683851 5.4473742 10.4257787 9.3110514 7.7880984 6.0864908 2.5166456 9.6536267 7.9429003 3.3239897 5.9923696 9.1676873 0.5166203 9.7550404 11.3280104 2.9760703 12.6198415 12.6215619 11.7945042 8.9217770 16.0933266 7.7212065 11.4903330 3.6865566 9.3207667 7.5773314 5.3239897 1.1015828 9.2479546 9.2360245 8.6940552 9.5719181 8.4737378 8.1423445 8.9153793 6.6865608 13.8034821 11.1216521 NA 11.5911116 10.5300700 7.8249746 NA 4.9089522 11.5994500 7.1532602 10.1044132 9.1819717 9.4280276 10.6971664 8.3142973 11.2160433 1.8385484 9.2914226 NA NA 9.9729901 3.7645585 8.5610297 9.6977879 9.9449957 8.0712248 9.5541827 9.1258143 11.6935287 8.9089531 10.0893358 13.6359010 0.5166203 10.4738611 10.7769672 9.8475526 7.2781865 10.1559764 NA -0.4833797 0.5166203 0.5166203 7.2377348 13.3586913 11.9629436 13.4441358 9.5947865 9.6316793 3.7645585 6.0084891 11.6606565 10.9632021 11.1872919 11.3519479 7.3110517 9.4280276 10.9014194 3.2170756 2.5166456 1.1015828 0.5166203 9.2291627 13.6092276 10.3045382 9.8486722 8.7138525 6.2445560 9.0635302 8.1313456 8.3846249 9.9523059 8.4053789 4.3746153 9.5963871 10.1586873 9.1015981 11.3530805 12.5912789 12.1221152 10.1441695 8.9239033 1.8385484 12.0587002 9.0124907 11.1895029 9.1109603 7.1015986 NA 7.4766377 10.6549074 11.1714417 9.9427011 11.4780853 7.8475523 11.2351685 6.0244305 9.9954052 11.5934513 10.4429317 7.6326674 5.4939163 5.8385636 10.4860222 NA 11.1290434 7.2239949 6.7550398 12.5426403 10.8725373 9.9832219 10.3223795 9.6802853 9.0224472 10.7422528 8.9616505 9.4340077 8.6251601 1.1015828 10.8741876 7.4114534 2.6865678 7.5987850 3.8385686 10.9822020 3.3239897 9.7200080 5.3623752 4.6865622 NA NA 10.7120079 10.5759801 11.1062868 10.2938909 10.2656670 9.8158322 6.8877592 10.0644942 10.5271637 11.3264038 9.2547280 10.0528829 11.7460553 3.4235244 8.1640939 NA NA 10.0798319 9.5334440 9.3175356 8.2411495 9.3589861 13.9478067 12.3278096 -0.4833797 10.4451540 12.8405348 9.8840504 -0.4833797 4.4235244 NA NA 6.9344882 14.2054869 8.2377348 8.3239906 11.1414311 NA 7.0712242 9.3829717 9.9408019 9.2222680 7.1386875 11.2593661 9.3823690 11.2581026 9.5692038 10.0104910 9.5124027 8.5800309 2.8385686 6.4502083 10.9878028 0.00374650 0.00000000 0.01042400 0.55602000 0.54735000 -0.00995650 -0.01230000 0.00041593 0.00166420 -0.00235530 -0.00235530 -0.00235530 -0.00899060 0.00374650 0.00374650 0.00374650 0.00000000 -0.59695000 -0.59695000 -0.59695000 -0.57160000 -0.00249380 -0.00664010 0.00305220 0.00305220 -0.02613000 -0.06585000 -0.07107100 -0.01230000 -0.00733390 -0.00733390 0.54841000 0.54841000 -0.53571000 -0.00954260 0.02132300 0.00166420 -0.00235530 0.000 0.000 0.000 0.000 0.000 0.000 0.548 -0.536 0.000 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.548 -0.536 0.000 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.531 0.000 0.000 0.000 0.000 0.000 0.000 4.9760657 11.3215733 9.5445416 13.5417752 9.0343051 NA -0.4833797 9.4503263 10.9062669 -0.4833797 6.7454538 6.4235261 8.0902829 12.5827248 8.0124905 8.4414482 6.1165477 6.1890615 7.9429003 8.1386875 10.4809765 9.2881250 4.6459207 8.8181319 10.4407058 10.2248574 5.6251594 8.2848199 11.7924691 8.1313456 12.1370800 4.0401998 7.6093930 6.7927604 9.6459187 10.8575984 9.5813784 10.2048859 7.5500587 0.5166203 9.5038997 8.8763853 8.0557943 10.3304168 4.7260901 9.9429003 9.6689204 6.3368154 6.2715228 10.2031362 4.9760657 13.8492317 10.8675748 10.1359386 12.7978412 12.1359386 7.5213052 9.1568807 9.8851421 8.6510621 9.4280276 9.5541827 6.3746170 6.2170756 12.7451537 7.7406375 10.7236499 3.6865566 0.5166203 10.7787305 9.4488504 12.2246418 7.7974067 13.6359010 8.6355767 7.4414478 5.1078971 9.3175356 9.9984350 15.6865215 11.3519479 11.6603377 13.2265810 10.7945042 -0.4833797 10.5786818 8.6225442 11.3765586 8.3589861 9.1015981 7.1165488 9.9239034 12.9895803 10.9423761 11.7324689 7.1459922 5.0084869 4.9089522 13.3480211 11.7175342 12.0492351 9.2346033 NA NA 10.1090927 12.8283840 11.2135945 6.6561874 11.1011284 11.1295041 12.7133914 10.2066336 9.6536267 7.0480171 11.2500747 10.3839144 5.2170756 10.1423445 12.6660652 6.7550398 6.0712242 12.4421715 10.1721663 11.8845964 9.8340483 2.6865678 14.3521433 5.7832340 5.5166361 9.7238087 9.3962188 8.8475526 10.3360164 7.3110517 8.8430652 6.4114534 11.5010541 9.9852596 9.7857624 10.0528829 9.8317853 9.9729901 11.2018225 1.8385484 10.2648284 10.5390035 12.3041261 9.2665050 8.9365958 8.7138525 9.3148644 12.8149847 6.7064601 8.7260890 3.9760703 10.6549074 10.2889503 11.9837317 12.5426403 11.5390034 8.3045384 9.4340077 10.7052245 10.7048536 6.5166361 9.7704832 8.8430652 0.5166203 3.9760703 NA 9.9302635 10.8944155 9.3652586 2.6865678 7.0712242 8.4325152 9.9100261 TCGA-B2-5641 79 0 NA 656 kidney stage i t1a n0 m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.629947e-06 6.589149e-07 11.3446601 9.7046427 9.0732255 5.8846223 12.3616551 7.5394078 12.0413756 NA 2.4136482 6.0761529 9.2145423 5.7831764 11.1718493 7.6559070 11.7846683 9.6381890 10.7864567 8.8416876 3.5447697 10.2268882 9.2171968 6.1813968 13.7339783 0.1297446 6.0205044 1.5447821 NA 10.1989599 9.7071627 7.4243544 3.6322333 12.3752866 9.5905311 8.4651243 12.1616648 10.4354158 8.0955183 6.7590906 9.0653900 10.3456714 7.6135501 12.5490797 5.9793989 10.0386269 10.0902186 3.9710377 12.4298958 8.8009801 10.8165263 10.0732255 7.7493425 8.0505828 10.4234853 8.8812780 7.7735902 5.1886264 1.8667102 10.1423584 8.8621842 1.5447821 6.4089581 9.8768079 2.2452218 9.6734103 8.9034228 3.1886225 12.7566574 10.8712009 11.0245517 9.7253022 15.6283339 7.7831764 10.4050825 4.3261346 9.5643622 7.4426168 6.6637118 1.4650864 9.1539502 9.1895291 8.8576545 9.7109345 9.4182155 8.8068663 9.6262550 7.1668229 13.9422789 11.0560299 2.7926888 11.4531641 10.5374796 8.5206195 -1.4552179 4.1297364 10.1165241 7.2207285 10.4043062 8.9100002 9.4035296 10.5650569 9.1353584 11.8132608 2.0042137 9.5105557 -1.4552179 NA 9.6734103 5.2171958 8.5601865 9.8951582 10.0737138 8.4975126 10.0000986 9.5256249 11.9704620 9.5091123 10.4224390 13.3505153 1.8667102 11.4235198 11.0592389 10.1736726 9.1165241 10.4293236 NA 0.8667102 0.8667102 NA 7.2417391 13.6522746 9.5206195 12.9131415 9.3513211 9.2971520 4.9877165 7.5726775 9.7308856 11.2822301 10.6095142 11.0996744 8.4989676 9.0021523 10.6467471 3.1297281 3.4027495 5.1886264 -0.4552179 9.9295552 14.1626980 10.3480954 9.8080407 9.7885405 6.8021596 9.7795889 7.4151358 8.8983154 11.6965808 8.9360151 5.6637118 9.0501066 9.5946200 9.3334897 10.9265847 12.5726774 11.6219210 10.3613552 8.9773134 2.1309309 11.1786748 9.0326114 10.7046428 9.1940277 8.0545463 NA 8.1976163 10.8697958 8.2556296 8.4956920 11.2996589 8.1146268 11.7153225 9.3253113 9.8542479 11.5387712 9.3472878 8.0440990 7.0406262 7.2624482 10.6041159 -1.4552179 10.7352135 7.9877148 7.5306131 12.5122679 10.7134436 8.3792423 10.3808217 9.7548339 8.8347902 10.6084834 8.7370641 10.3432432 8.7590906 NA 10.8932229 6.6740538 2.4516727 9.5636670 5.5447728 11.0892530 5.1741267 10.5323197 5.7921291 5.5334574 -1.4552179 -1.4552179 11.6257555 10.5647096 11.1991837 10.2096631 9.8039262 10.0118369 6.2506793 10.6568851 10.4806731 11.2227112 9.0154304 9.9039719 11.5193653 NA 8.4411037 0.1297446 NA 10.1590211 9.4554141 9.0693131 8.3980810 9.3902614 14.2938552 13.2304510 3.5447697 10.7560514 13.1574672 10.2043215 -0.4552179 7.1782754 -0.4552179 NA 8.0366248 14.4254550 8.2242516 8.9710362 11.0935933 NA 7.6945188 9.6921100 9.5313245 9.1022350 7.6894299 11.4623300 10.0245517 11.1103495 9.4977674 7.8890671 10.4312301 8.6688928 4.9039059 7.0907783 9.8995717 -0.00193990 0.00866400 0.01195800 0.44545000 0.00013863 0.00763920 -0.22145000 -0.01161100 -0.03204100 -0.08909300 -0.08909300 -0.08909300 -0.12685000 -0.17674000 -0.00193990 -0.00193990 -0.44178000 -0.43724000 -0.43724000 -0.43982000 -0.43982000 0.00889200 0.01056400 -0.44264000 -0.44386000 0.00763920 -0.21342000 -0.21342000 -0.22145000 -0.21552000 -0.21552000 0.01014600 0.01014600 -0.44067000 -0.00318590 -0.42243000 -0.03204100 -0.08909300 -0.221 -0.221 -0.215 -0.215 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.000 0.000 -0.422 -0.422 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.433 0.000 0.000 0.000 0.000 0.000 0.000 -0.443 0.000 0.000 0.000 0.000 -0.215 -0.215 0.000 0.000 -0.221 -0.221 -0.215 -0.215 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.000 0.000 -0.422 -0.422 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.433 0.000 0.000 0.000 0.000 0.000 0.000 -0.443 0.000 0.000 0.000 0.000 -0.215 -0.215 0.000 0.000 9.2803275 11.5290118 9.1686528 12.0067624 9.5213356 -0.4552179 0.1297446 9.6669524 10.7745546 1.5447821 9.3649503 6.7590906 8.1372284 13.8211140 8.5781945 9.2434761 6.5391247 6.3965209 9.4411039 8.4027524 10.4902153 10.0545464 8.5671393 8.6000538 9.9605132 10.7618204 6.5503959 2.4516727 11.9615690 9.0964796 11.9767873 3.4516595 7.0446171 7.0955183 8.9045211 11.3480953 9.9573412 10.4795680 7.9110935 -1.4552179 10.3835814 8.6611154 8.2521304 10.9775743 5.8208963 10.4011970 9.7308856 6.7146961 6.8439788 10.0164466 6.6945181 13.7907326 10.3034110 9.8890674 12.6173228 13.1211377 8.0742020 9.5650569 9.9461843 8.9252325 9.4228223 10.0280834 6.9794000 4.9877165 12.7555949 7.6135501 9.7621234 5.9456498 2.7147071 9.9219819 9.9673619 12.4977856 8.4289417 13.3505153 8.6493701 8.3949582 7.0265710 11.3541376 10.7569638 15.7450762 11.0996744 12.2023132 13.7542248 11.6557440 0.1297446 10.9376255 9.0456133 11.5745763 9.4074088 9.3334897 7.6868787 9.8514028 12.6742959 11.8233661 11.4405304 5.0839282 5.3521264 6.0366242 13.9441155 11.7877966 12.0931117 8.8138982 NA NA 10.6766284 12.6546837 11.6163997 7.1222006 10.3756827 11.1210195 12.9620306 10.7864567 10.2268882 8.2434763 10.9192676 11.0815043 6.1146273 10.6292477 14.4033712 7.6135501 6.5391247 12.8426077 8.7071627 12.1556809 10.2534243 1.1297446 12.8277150 7.8537019 7.0644076 7.8729974 9.9939201 9.3721141 9.7345960 7.5334559 8.9678874 7.9132778 11.6207519 9.4680990 10.0205048 10.6954707 10.0225297 10.2189637 10.5678327 4.6322333 10.6711532 4.8485528 12.6463212 9.2417389 8.3294062 9.7885405 9.3398614 12.5132582 5.4274151 8.3162607 5.1297322 10.8697958 10.2171968 11.0996001 12.5122679 10.7876478 8.9176364 10.3432432 10.6111970 10.0526751 7.2171968 9.6362068 9.3236700 1.5447821 0.8667102 0.8667102 10.3685367 11.0613480 9.5587919 2.8666904 7.6945188 8.1576400 10.2594462 TCGA-B2-A4SR 61 0 NA 507 kidney stage ii t2a nx m0 19-3-2015 male 2012 NA yes NA kidney clear cell renal carcinoma yes 46 1966 black or african american not hispanic or latino 274.28.0 NA NA 2 2 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8561379 10.6464969 6.6916067 -0.3744489 13.6542000 6.9543266 12.2595338 0.2105136 -1.0758241 6.1333108 10.8310047 8.4344810 11.3089502 8.9972935 11.8809881 8.8531330 11.3198748 9.4662949 2.6255277 10.3444778 8.4085153 6.8591372 10.5628907 NA 5.2254292 -0.3744489 NA 10.3102655 9.9880088 7.5173009 3.5324042 8.7418610 9.4328717 10.7360002 10.7525440 10.5898578 10.2034177 5.8639211 5.6589398 10.3491778 5.6027954 10.9656452 5.9830688 10.1183715 11.2224054 2.4328793 10.7006617 9.7637887 10.1093326 10.6616905 8.4456957 4.6027954 10.5359498 8.6916060 8.3920456 3.9830666 -1.3744489 10.1877593 8.6255167 0.9474791 7.5263834 8.9349932 1.9474417 10.7564091 9.2693731 5.0349068 12.2822635 12.3651920 10.3903885 10.8561378 15.1594093 8.5112134 9.6848613 5.3120189 9.6596281 7.9224334 6.5621554 2.3248394 10.5070132 9.3759810 9.2123568 9.7209139 9.0359683 7.6198700 8.5621550 7.0726000 13.0233920 10.4304545 0.2105136 11.8372531 10.2548599 9.3198749 NA 3.1490805 11.7418609 8.4662947 9.8597356 8.2979420 5.6807997 11.0839235 9.4912502 11.7091691 3.2104824 8.8519292 4.8349690 NA 10.2855128 6.9429297 8.8202738 9.4280333 10.1198726 8.6916060 8.5051002 8.8829047 11.3283800 9.6212841 9.5731539 12.2319221 NA 11.6854916 11.3474705 9.5716922 8.0005561 10.2498555 NA -0.3744489 1.9474417 -0.3744489 8.6283318 13.2894641 7.1293428 10.3346007 8.3737095 9.1441700 3.6699112 7.0684602 11.1979803 11.1441700 9.1510376 11.4193701 10.2698239 8.2603278 10.3259566 5.8153423 7.6616905 3.6255160 NA 9.5884129 13.3241131 8.7904238 11.2189080 10.0946499 6.8591372 10.7938756 7.6283318 9.7418544 12.5674815 10.3610730 6.2979416 10.7815146 9.9558736 9.1539710 11.9260125 12.0094911 11.0509951 9.1529938 8.5970603 3.0450585 10.8313102 9.2067175 9.9378327 9.5376577 11.4332743 NA 9.1791462 11.0357032 8.2236253 8.2109489 11.3250894 9.4304546 11.4132154 9.3371839 10.1258608 11.0460035 9.4117866 8.2714817 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8.5797130 9.6177472 10.6585957 7.4741399 3.8734490 11.7418609 10.9819689 11.7351631 1.7954345 7.0601447 6.9698124 8.1972698 10.5636263 10.3367537 10.3924599 7.9918393 0.6255511 11.1105915 9.1253628 6.3937011 11.2846208 4.8543348 9.8306992 9.5941837 6.2621418 7.4520658 10.1223707 8.3737095 12.9385416 10.0359682 10.4877668 13.6512188 13.0356370 7.3014742 8.8852601 9.6423252 8.1743390 9.6163299 9.1695154 5.5324074 4.6478843 13.6503103 10.0199796 9.1223707 6.5621554 3.0178328 10.1173700 9.0570145 12.8771472 9.7502844 12.2319221 10.0156859 8.2457367 7.8040323 9.0444236 9.9355616 15.9399143 11.4193701 11.7736757 13.0605360 11.1736163 3.0178328 10.7860186 9.4231783 10.8468019 9.5180596 9.1539710 8.5518128 9.9383999 13.0711784 10.6828318 11.7369770 2.9474417 6.4328726 8.0767280 13.5911614 10.5573624 13.0059103 6.2837292 NA NA 10.9772844 12.3508831 11.8452708 7.8852601 11.4456959 11.541956 13.084756 11.319875 10.344478 6.933856 10.657563 10.713311 7.280153 10.552554 14.965857 5.602795 8.074665 13.420775 8.538406 11.503951 11.103275 2.325962 14.007026 6.550745 6.043369 8.953283 10.960907 9.579713 10.586605 8.551813 8.842263 6.882905 12.100744 10.222638 10.353863 10.253507 10.412603 9.538406 12.488445 3.873449 9.786649 5.353436 13.220422 8.925869 7.202946 10.094650 9.557281 12.468260 5.133313 8.455240 5.483497 11.035703 10.626573 11.153238 12.613669 10.981143 9.751576 10.700996 10.691606 11.222433 5.591302 9.784758 10.041787 2.210482 -1.374449 1.625504 10.600290 11.760999 10.071566 2.432879 8.418307 7.767624 10.335893 TCGA-B3-3925 52 0 NA 1029 kidney stage iii t3a nx m0 19-3-2015 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 4 3 1 NA 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.0983809 9.1149622 6.7376070 10.5997277 10.0186869 6.6572641 11.1752897 3.4745788 5.3698747 -0.1692579 3.9600019 10.6214721 9.9141957 8.5346200 3.6380738 9.2973026 9.5696530 10.0691210 10.5726046 10.6500971 8.9677076 5.8859989 11.0078244 10.6738522 4.4745723 10.7413590 6.8859989 9.2901479 9.7056977 2.6380738 10.8914123 8.8094267 9.6675556 10.6987672 8.4817680 7.9048580 11.0266575 8.3698752 8.4582503 7.4996012 4.3853068 9.5224599 9.5441028 4.7614555 6.7732302 10.0709115 3.0006491 10.3125158 11.0319214 6.3620981 10.6536775 12.1635921 10.7892690 7.2653450 14.7587489 8.7072331 11.3739899 5.1882664 10.0186869 8.2251790 5.2401082 2.0710418 9.8579312 10.3718129 8.9208286 9.2432861 10.1571458 8.2208852 9.1526443 6.4889279 12.3039147 10.8040549 NA 11.1824838 9.7721088 6.9548372 NA 8.8792031 12.5388303 8.1276328 10.6259443 7.7225002 8.6104358 10.8613835 9.1672229 7.8129968 1.4157046 10.0050179 -0.1692579 NA 11.1635921 3.8307117 8.0998433 9.8947855 10.1833116 8.7732309 9.6801214 9.0892823 12.2324598 9.0750801 9.6612316 13.9888921 1.8307015 11.8392395 11.8730597 10.3454304 8.0450355 10.8433409 NA 0.8307421 3.2230363 NA 7.2611688 13.1739715 11.5483927 9.8668899 8.4380466 9.1593913 4.6120753 8.0056420 6.1161194 11.9454347 10.4408184 11.7153391 7.7315831 8.8065644 10.5250742 3.6886951 1.6380738 7.9804635 -1.1694201 10.2138807 13.5422220 10.8300117 11.0860400 10.3493695 5.3225700 10.2752136 7.0006412 9.8711088 8.1705666 7.8051312 3.1526377 10.3368752 9.8757934 9.3795382 12.0494309 10.3444439 11.0951590 9.8866766 8.2236562 9.7058359 11.2734007 9.0426047 10.5906045 8.9993884 8.0279331 NA 9.1970385 10.9893260 1.6380738 7.9700886 10.8183356 9.1230378 11.2149605 8.3581932 10.6508953 11.4891510 9.9899570 8.9224824 4.5031388 7.3023913 10.3655055 0.4156505 9.3785749 9.0093813 7.2100946 12.1205912 10.5830970 9.3727808 10.2658657 10.0419962 9.4463460 10.3588676 8.6809031 11.1498239 8.3698752 4.5856056 10.6548795 4.6636065 0.6503969 5.7133604 3.0786440 10.8727177 3.1526377 8.6348473 5.3225700 6.1705661 NA -1.1694201 11.4666611 10.1981311 11.0227008 11.2808966 8.6995388 10.5132325 6.3905146 8.2401073 10.2490960 11.2569811 9.3698752 9.9830011 11.7154592 4.7133604 9.4306292 2.0006491 -1.1694201 9.9528973 8.3145320 8.2506765 9.5110758 9.3795382 10.8903988 10.8541242 1.4157046 11.0756747 13.5023127 10.4170870 NA 4.6120753 -1.1694201 2.4156776 8.4231735 14.9461461 9.5259446 9.1424648 11.4691523 -0.1692579 9.6380713 9.6331520 9.1871682 9.9261133 8.4853524 11.4067282 10.6964496 10.3225694 10.1178803 5.2230325 10.5044671 8.6038555 6.2467957 8.1169277 9.9411996 -0.01000400 0.01006200 0.00471900 -0.01174900 0.69839000 -0.00943110 -0.01952900 0.66364000 -0.05980700 0.07089500 0.07089500 0.07089500 0.06005900 -0.02603000 -0.00443120 0.00319100 0.01006200 0.00471900 0.00471900 0.00471900 0.00471900 0.00208050 -0.01174900 -0.03190500 -0.03190500 -0.00774820 0.00000000 0.00000000 -0.01952900 -0.01519100 -0.01519100 0.00055459 0.00055459 -0.01422800 -0.02162200 0.03397200 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9.7724975 7.1526448 13.6224897 10.0732950 10.4933847 13.7006475 12.9472228 8.0831687 8.4853524 9.9962515 8.4582503 10.4691523 9.4278379 5.1705661 6.5518159 12.9273491 6.1705661 11.0331463 1.1526377 -1.1694201 10.4090890 9.7080004 12.8705779 10.7206005 13.9888921 9.8689495 9.5696530 5.7286824 11.6655824 9.3404913 12.8989908 11.7153391 13.1630327 12.2873274 11.2624751 2.2901590 10.0297752 9.9411996 11.2198098 9.5346200 9.3795382 8.1616333 9.6324247 13.0270879 10.3877013 11.7890878 6.8194012 5.8307167 9.3235709 12.8227801 11.0652344 12.8299236 8.7271850 -0.1692579 NA 8.5535237 12.4465758 11.4723120 7.5922679 11.2111774 11.1973117 12.9192562 11.0983809 10.5997277 6.6949025 11.5552302 10.0504899 5.5172158 10.5128331 10.3708444 4.4745723 9.4924944 12.5698356 9.0328403 11.7910803 11.0217756 2.1526377 14.2423597 7.4172930 7.0205411 8.0384872 8.4835615 8.7761603 9.8447368 9.2736599 9.0043935 7.6120760 10.6769903 10.2267859 9.8087116 10.1068407 10.2095530 11.6253353 12.1433157 3.8751116 10.4152092 4.4745723 12.5042717 9.6243197 7.3145325 10.3493695 9.2076557 12.9150265 5.6508966 9.0583322 1.6380738 10.9893260 10.7823653 11.2601231 12.1205912 10.8930998 10.1045119 11.1498239 9.9411996 11.1636257 8.7270488 9.4509361 10.1201589 2.8307218 0.4156505 NA 9.7087673 11.2331236 9.9709070 1.6380738 9.6380713 7.5755498 10.8957958 TCGA-B3-3926 59 0 NA 307 kidney stage i t1 nx m0 19-3-2015 female 2010 126 NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 4 3 1 NA 4 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7513040 8.3092576 11.4756211 TCGA-B3-4103 56 0 NA 930 kidney stage i t1a nx m0 19-3-2015 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 4 3 1 NA 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.9690123 10.3681743 11.0205667 10.5853995 7.7375705 14.9607527 9.2691318 11.6056328 4.8620943 10.0727456 8.1343457 5.9792754 3.5149807 9.4626920 9.9747546 8.4763497 9.1331969 9.9792766 8.4562739 9.4452046 6.7645372 12.5928374 10.9557442 NA 11.4284398 9.9361899 8.2971061 -1.1603628 8.4799702 12.7721245 7.9945435 9.8055095 7.6757757 8.4507498 10.7077760 8.8170051 8.0828516 NA 9.2298941 -1.1603628 NA 10.9351222 2.2991567 7.5642387 10.1377877 9.3720810 9.0369417 9.5139174 9.1389332 11.3762687 8.8537456 9.5962815 13.7364833 0.8397178 10.9095441 11.7626812 10.1268603 9.8347856 10.8252114 NA -1.1603628 3.0096517 NA 4.7704644 12.5991973 8.9205428 9.6828610 7.4871832 10.1967273 5.0295501 8.4377779 5.9690077 11.6114210 10.8627864 11.9597589 7.4581105 9.0745426 10.6037674 3.5946083 4.5401637 8.1204961 -1.1603628 10.3119082 12.9486579 10.9654615 12.0314013 10.6377919 6.9995964 10.2581049 6.7466164 9.8931216 9.3103840 8.2826687 4.8620943 10.1070269 10.2628410 9.2373998 12.5825609 10.9010964 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14.638197 9.875212 NA 2.647084 9.210412 10.056471 -1.160363 7.519205 7.707004 9.320515 12.419041 6.087652 7.428440 6.594613 8.658307 6.161654 8.792466 12.321777 9.905814 2.927195 9.199475 10.524338 10.180132 7.058893 12.401729 10.904468 8.311400 11.501646 3.540164 7.828410 8.567645 9.717009 11.259159 9.7413463 10.4419601 9.0058884 0.8397178 9.3991023 9.2245089 9.0876527 11.5305962 4.8397228 10.3320791 9.9338029 6.8284094 3.5946083 9.5778174 6.9792766 13.4001177 10.0152747 10.3904720 13.8273889 12.7434188 8.0270772 8.4745362 9.9722249 8.2191036 10.2633664 10.3832404 5.4246870 7.1751154 13.4323574 5.2147659 10.2125903 1.6470842 -1.1603628 10.4567334 9.5701954 12.3554250 10.4858338 13.7364833 9.4943612 9.3652459 6.5255255 10.1216552 9.8655568 13.5992493 11.9597589 12.5113768 11.8092916 11.0763374 1.6470842 10.3022274 10.6490914 11.1178842 9.4387081 9.2373998 8.1661545 9.4690817 12.8923781 9.4617770 11.3502396 6.1884524 6.8509519 8.6646841 12.4332785 11.1474952 12.6673656 8.8963630 0.4247071 -1.1603628 9.4284397 12.6156440 11.3625274 7.4133724 11.3134309 11.1423641 12.7036210 10.8582731 11.1881767 5.3475204 12.1455019 8.8813844 4.5946142 10.0994684 9.8990696 4.0096517 9.9664296 12.9540222 9.9824704 11.3532061 10.5297232 2.7466137 14.8038178 8.1209828 7.5332121 7.8091404 7.9058142 8.7719400 9.9449789 9.5744348 8.6325154 7.5086101 11.0769351 10.7563511 9.4934660 9.7541103 9.5684960 11.9300030 11.7070039 2.4246803 10.6988717 5.5262253 12.2442587 9.5539708 7.2406044 10.6377919 9.4125392 12.5806654 3.7939167 9.3144450 2.5401761 10.8492039 11.2247787 10.7473670 11.8734923 11.1759527 10.1006447 11.4136090 10.1343460 11.4492733 9.3856549 9.2395372 10.0503965 1.4247071 -0.1602016 NA 8.9165408 10.4788759 9.9619060 0.8397178 10.0332505 8.7238957 11.4934660 TCGA-B3-4104 75 0 NA 1049 kidney stage ii t2 nx m0 19-3-2015 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 51.60.0 3 5 2 NA 1 2 1 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.8472954 8.4348684 7.6366152 8.1018097 9.2440855 5.7499981 11.3537100 9.9567278 5.7307459 1.9086976 9.1754817 1.3237159 0.3237736 10.2291196 6.6183532 8.3405409 10.6680285 10.5567530 9.1786009 9.0952221 7.5905189 10.9082865 10.0499508 10.3265476 10.7836764 0.9086592 11.4715258 11.3701745 9.5549537 10.7882784 10.8643450 14.6225112 0.3237736 1.6456556 0.3237736 0.9086592 14.2062801 4.2306257 5.7160498 8.9855107 9.3543997 2.4936473 7.5429011 7.9996894 11.4539814 8.8648293 11.6719074 10.8315272 7.3293568 10.4854944 4.7499954 NA 7.4581589 NA 9.8014909 16.3052776 8.0752764 -0.6762264 11.1789904 6.9675883 10.9161896 7.8315270 10.2334607 1.6456556 7.6900546 7.0241723 11.0153235 8.6856763 8.7604442 9.2923994 10.9585437 10.1574134 6.5429019 9.0163481 3.2648366 11.1925551 10.2507698 3.9086976 8.6546496 2.9086976 3.3237303 8.1246326 10.6696922 4.3842156 6.4946588 9.8065406 9.2764739 11.7959157 6.3790144 10.6613545 11.5954874 9.5633311 7.2654256 3.3237303 8.0719257 10.3530199 1.9086976 11.6397312 9.6456608 8.2720997 13.5086854 9.6400141 7.4632840 9.8265644 9.3307598 8.6068208 10.8038765 9.1116352 11.2002496 2.6456556 2.3237447 10.6467874 10.7852121 2.4936473 5.0786184 2.1310956 10.6658073 3.9086976 8.9926175 8.0890023 3.5716647 -0.6762264 NA 12.1326968 10.7267446 11.1797690 12.5454707 10.9648812 5.6275135 6.8198278 10.9926176 10.5846521 9.9255034 8.8840655 9.9143196 8.4085408 3.1310956 9.9180572 1.3237159 NA 10.3166710 8.5692853 8.5549537 9.5752149 10.0276362 12.1215967 11.6203621 3.4936601 9.0328163 9.7862348 11.2392385 NA 0.9086592 6.1181479 NA 7.0448323 14.7390452 8.7749438 8.7331235 11.3328614 0.9086592 10.4322571 9.5076284 9.7984525 10.1383151 8.6768795 11.8703860 9.6206487 10.5344040 10.4382623 6.0651996 10.6166293 10.0499508 5.8730946 8.3012127 10.0128571 0.0306710 0.0140510 -0.0098933 0.0211830 0.0015255 0.0169850 -0.0231550 1.6118000 -0.0297330 -0.0328600 -0.0328600 -0.0328600 -0.0344950 0.0088920 0.0306710 0.0417410 -0.1963700 0.0034687 0.0034687 0.0034687 0.0034687 -0.1579700 -0.0184900 0.0012481 0.0012481 0.0169850 0.6797600 0.6797600 0.0061090 -0.0631660 -0.5913600 -0.0016629 -0.0016629 0.0000000 -0.0052610 0.0758460 -0.0297330 -0.0328600 0.000 0.000 -0.890 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.995 0.995 0.000 0.000 0.000 0.000 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 -0.259 0.000 0.000 0.000 0.000 -0.890 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.995 0.995 0.000 0.000 0.000 0.000 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 -0.259 0.000 0.000 11.0559000 11.6574470 9.4085410 6.4111957 9.9774734 NA 4.8472954 10.1431134 9.4232382 NA 9.1613604 6.9161900 9.5011521 9.6867722 4.3237303 8.5787610 7.4581589 8.0952219 4.8155857 9.6658072 8.2515103 10.5716601 0.3237736 8.4911508 9.5680963 10.7246120 9.2063756 5.6275135 9.8125770 5.9675883 11.9137020 4.9675883 7.8706273 7.0651996 -0.6762264 11.5612414 9.8145834 9.9881799 9.4861239 NA 10.9189901 10.0362596 9.2866287 12.2992224 8.2094290 10.9324494 10.3258443 8.5086081 4.4936601 9.4400766 6.2185506 14.0274740 10.5870018 10.5893476 14.7640178 13.3350472 8.1848193 7.2720997 9.7246121 6.6183532 11.3864534 10.0084811 12.4898957 10.3783369 15.2729666 6.8155857 4.2779253 3.9675929 0.9086592 12.3074388 9.0919169 12.5527016 10.9476141 10.7836764 9.8859750 9.9264315 6.7329543 9.8055320 10.4898957 13.3187931 11.6719074 10.3356587 13.5199505 7.9890686 -0.6762264 10.4250518 11.9970417 10.1042723 9.9301378 8.7604442 8.0207000 10.4886395 13.1434127 7.7583611 11.8933509 2.1310956 8.7749438 1.6456556 14.5273008 10.9147874 13.2583449 8.5209494 4.4111957 1.9086976 10.7394743 12.3793540 12.1687913 7.6591232 11.3398444 11.8771219 11.8826316 9.8443513 9.9917311 6.8315277 7.2779290 6.4426732 6.5036413 9.1359098 14.3535844 6.7913387 6.6366159 13.2305095 8.8590079 11.5200273 12.0115456 2.7831633 13.8615577 8.6134749 9.0465402 7.5932798 7.7666760 8.8472945 10.3978741 8.8185282 9.2981471 5.3681258 8.1018097 8.9549096 8.9068155 10.5036417 9.8754408 5.9384434 11.5184895 6.3124165 11.0618249 5.8315277 13.0261380 8.8512096 4.9086928 11.1789904 9.0586961 11.7526161 4.9961582 11.5042634 3.9675929 10.6696922 11.2309988 10.6507237 13.5086854 10.2492870 7.5234051 11.2002496 10.5846521 10.8267781 7.2185506 10.0448318 11.1502811 1.3237159 2.3237447 2.7831633 8.3461006 10.9587886 10.0154761 0.3237736 10.4322571 6.3898215 10.7224763 TCGA-B3-8121 48 0 NA 379 kidney stage i t1 nx mx 19-3-2015 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 246.42.0 NA NA 1 3 4 6 1 3 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.421869e-06 6.589149e-07 11.2548608 9.8897076 9.2169447 4.8005842 11.8146569 6.7197160 12.2837652 -0.8719706 2.7010389 5.5204725 7.5834837 6.9923424 11.0986218 8.0852584 12.0979026 11.4302240 10.8229495 10.1025710 7.4545855 10.8259927 9.5354241 6.4768839 13.0027968 NA 4.8005842 NA 1.9354975 10.7107688 10.5231549 8.1421770 5.3569748 8.4273644 9.4124022 9.8628659 11.5012934 10.3442959 8.6260083 5.8146581 9.0499972 10.6438562 7.0997002 12.3808218 5.9861378 10.2288187 10.2987073 4.3760820 11.8957201 9.0275132 10.5967804 10.2911770 7.7684014 7.3080650 11.0741671 7.9892435 8.6980118 4.4500829 1.9354975 10.1942455 8.9578792 4.6517176 8.2129647 10.3043295 7.9642068 9.6808254 10.7912696 5.3760854 11.1203760 10.6687688 10.9172824 7.6903989 15.7158313 8.8830437 10.2522776 4.7428686 10.2490422 7.7055854 7.4857086 3.7215148 8.1861479 10.0808976 8.7428662 9.5916807 9.7620597 8.6769782 9.1657032 6.5957617 13.5179893 11.6104602 NA 11.5332978 9.8079707 8.0380493 -0.8719706 9.1560623 11.3305863 8.4227771 10.2470974 7.3473246 9.3949428 11.0263798 9.0485092 6.8299130 0.1281614 9.3760839 3.4500895 NA 9.7317827 3.5875930 8.2022977 10.1047205 9.7996974 8.8797006 10.3731147 9.3485347 11.8565382 9.0455284 9.9136089 13.3788249 3.6517176 11.1194621 11.3269083 10.5972893 8.9062334 10.9070548 1.1281614 1.9354975 1.7131239 -0.8719706 5.1942447 13.1007772 7.7970415 10.9197263 9.3748969 9.8501099 7.3179805 7.9705069 7.1111503 11.4732843 11.6384260 11.2846092 8.7827925 10.2425494 10.7479178 5.0588922 6.3855449 6.3278293 1.1281614 9.4601929 13.6493274 9.9775614 11.1902025 9.9744302 6.5544216 9.9403337 7.0107989 9.7501440 8.5417843 8.6319820 5.1281573 10.0103333 9.9443400 8.6846624 11.8615954 12.1179056 11.3846599 9.7102983 8.6673152 6.9795304 11.8294628 9.2753612 9.6692531 8.9403336 6.7354870 -0.8719706 8.2209137 10.4210532 2.1443075 7.7936345 10.6860987 8.3130318 11.1065093 7.8320602 10.1118626 12.2888156 10.1643300 8.6312466 5.5875870 8.3005836 10.3136513 NA 9.7492924 7.6119720 6.9923424 12.1358845 10.9653901 9.5606983 10.5819414 9.7196787 9.1725505 10.7425856 8.9626274 10.8696234 8.3155083 6.3665618 10.6453336 7.2728145 3.7131239 7.0881586 2.7131239 10.6932584 4.5875870 9.9752137 6.3845058 6.2779029 -0.8719706 1.1281614 11.5612201 10.3080655 10.7428662 11.4724523 8.2829744 9.9184396 6.7704247 8.1054361 10.5021090 10.6918293 9.2049719 9.9078757 11.4610321 3.2156165 8.7810013 1.1281614 0.1281614 10.2209135 8.6923058 8.6299937 8.4158689 9.3533639 14.5856655 11.7437860 4.0350432 10.0881583 13.3528364 10.6164987 NA 4.4500829 1.9354975 1.1281614 7.8005816 14.3918290 9.4387692 8.4702310 11.6436098 0.1281614 9.4590732 9.2555574 9.8484006 9.5523227 7.6789029 11.4416063 10.4545859 10.4862580 9.8333221 5.2980827 10.0290231 9.2829744 5.6311858 7.4458856 10.3266014 0.0026357 0.0070826 0.0031910 -0.0127130 0.3789100 0.0000000 -0.0199770 0.3505500 -0.0336770 0.0563700 0.0563700 0.0563700 0.0563700 -0.0036936 -0.0036936 -0.0052610 0.0070826 0.0031910 0.0031910 0.0031910 0.0031910 0.0034687 -0.0199410 -0.0049844 -0.0049844 -0.0127130 -0.0071958 -0.0071958 -0.0056757 -0.0037395 -0.0037395 0.3815500 0.3815500 -0.0063668 0.3593700 -0.0040162 -0.0336770 0.0563700 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.359 0.359 0.351 0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.359 0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.359 0.359 0.351 0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.359 0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 0.000 0.000 0.000 0.000 10.954705 12.146357 10.086709 12.496390 9.700857 NA 1.450063 9.504282 10.384100 2.298072 8.290548 4.828596 9.012327 14.043989 7.772012 8.995435 6.862865 7.852670 9.016900 8.492291 12.459773 10.055934 5.194245 9.442173 10.369544 9.978343 6.635952 10.562263 10.669253 7.139384 11.790809 4.450083 7.472452 7.757513 8.618004 10.407767 9.9241960 10.3105508 8.9274378 NA 10.1040043 8.7988126 8.2804414 11.3638714 4.1281532 10.6624592 9.9185049 7.2574397 6.1834389 9.6731207 6.4319371 13.7974844 9.9689343 9.9062334 13.2818667 12.4401884 7.0107989 9.0380495 10.4500844 9.8813731 10.2677077 10.4646630 5.7575140 2.4500895 13.1399951 5.2366801 9.3605772 1.1281614 NA 10.7511233 9.1942454 12.7365267 9.8822086 13.3788249 9.4193271 9.0910524 5.9406554 8.0107994 10.8164067 13.5477874 11.2846092 12.5128052 12.2974551 11.1214486 3.7131239 10.7547780 9.7093570 11.1595130 9.1463566 8.6846624 8.1365852 9.8303290 12.9015016 11.2933774 11.4520555 6.5460085 6.3376094 7.5669483 13.1542968 11.1834388 12.5721359 8.7952679 0.1281614 NA 10.0229742 12.5623936 11.5539178 7.2156194 10.9278427 11.6069260 12.2222340 10.8229495 10.8259927 6.6980115 10.9962072 9.7336358 6.2880281 10.2029668 11.1868009 7.0997002 8.2955747 12.2996225 9.3497434 11.3861334 10.6789032 1.4500631 14.1004631 7.9848929 7.0290232 7.9066603 9.0305314 9.1139984 9.9443400 9.1955907 8.8638815 8.7280691 11.1125748 10.0000616 9.3400446 10.5454815 9.9547048 10.8307620 11.0544524 3.4500895 10.5643474 2.8285910 12.4762565 9.1888524 7.3713306 9.9744302 9.9754878 12.3206033 8.2049721 8.9720774 2.7131239 10.4210532 10.7678272 10.9586715 12.1358845 11.0054405 8.8526703 10.8696234 10.4596332 10.6589186 8.6200094 9.5937228 10.1040043 4.4135602 -0.8719706 NA 9.8023487 10.9483593 9.8946853 2.7131239 9.4590732 8.5247611 11.6074314 TCGA-B3-A6W5 43 0 NA 309 kidney stage i t1 nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 344.34.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3062628 10.5098623 8.3653575 0.5564049 12.3391868 4.2736576 14.3761733 2.8783134 1.9528181 6.3179444 6.5450788 6.2774920 10.3560797 7.7387874 12.1474481 12.6930641 9.5003733 8.6062420 6.8738058 11.2367529 7.1071396 5.4532706 12.0622049 -0.4435951 5.9227164 1.3637318 5.3112815 10.3320036 10.1655721 8.2809071 4.4632824 9.3757741 9.0321267 9.5336733 9.6707864 9.9546026 9.2119241 6.1637241 11.5874053 9.5676205 7.0482460 10.3869086 1.8783330 10.2516216 9.9216221 2.5564049 10.1880251 7.4542384 9.9319758 11.0155688 7.7313190 5.9742448 11.1048493 8.8406392 7.6143852 3.5563926 5.4871294 9.9303460 9.3402102 4.2288187 6.5620180 10.5949695 3.3112851 10.2065475 7.1488507 9.5178430 9.7712650 10.5109532 11.2396073 8.9889351 15.7188929 8.5408119 10.4163163 4.4871326 10.1056967 8.0034763 2.7263081 4.2333359 9.5528668 9.3540550 8.7437455 9.4625323 9.0024426 9.2235048 9.0602190 6.0158254 13.3428672 11.4073615 NA 11.6880896 9.6975617 7.3475558 NA 6.8783219 13.1118213 8.3685706 10.5134954 8.2376316 9.2297023 10.7499187 7.9805595 9.6503126 0.8782937 8.8635941 3.5105949 NA 10.7187847 2.5564049 7.9051216 10.3096100 10.2380710 8.4797209 11.0384450 9.8783215 12.1635306 9.2128183 10.1988963 13.5674022 2.6438562 11.0756881 10.8689927 10.7359915 9.8749362 10.5683195 NA -1.4437913 2.0158187 2.1413674 6.1784458 13.4742782 12.7429719 13.5601748 10.1834711 11.5351038 2.9487130 8.1375937 5.2843142 11.0489977 11.7528418 11.6047491 7.0076048 7.8208357 10.5613160 6.2146047 3.5563926 6.7313190 1.3637318 10.0234893 12.7073306 9.5163952 10.8524492 9.3037472 7.4143740 9.2723554 7.8624551 9.8589066 9.8007572 8.6985005 5.3112815 9.7909833 11.0214495 8.0760294 11.4985413 11.4462775 11.3479632 9.5863707 9.3932328 7.0464419 12.9060892 8.9006893 9.5980525 8.4587683 8.5634205 0.8782937 7.0361736 10.9774062 2.4690524 10.1572215 11.2751402 8.0641882 11.1090624 9.6271851 10.2999656 11.8367292 10.7250655 10.0331800 3.5105949 7.8371643 9.9012440 -1.4437913 10.7026438 8.1581643 6.5676200 11.8250815 11.2877124 9.0371834 10.2279344 9.5464973 8.7363025 10.7315655 9.0750464 11.1768423 8.7412688 3.2002532 10.2239485 5.0321273 1.1413674 9.0351631 1.1413674 10.7428171 -0.4435951 7.7010513 5.6155752 4.5787636 NA NA 11.6512958 10.8007572 10.6448503 11.6654078 8.7888142 8.9111717 7.3152166 7.9248998 10.8808552 10.2615937 8.9972625 9.5877500 10.9232620 7.2533606 10.2680603 NA 0.1413020 10.3491837 7.6251718 9.2628893 8.8066917 9.7194140 12.2264963 10.1692619 2.6438562 9.7572920 13.6223984 10.1979936 1.1413674 2.0158187 -1.4437913 -1.4437913 6.3311803 14.0690104 10.1076209 7.5870604 11.1711032 NA 9.2226174 9.5973747 9.6727374 9.4190307 7.5507468 11.4733924 9.7425075 10.7870143 9.8233086 5.2843142 8.8873102 9.3204355 5.3987437 6.7707128 11.5930821 -0.00041585 0.68552000 0.71754000 -0.01009400 1.45010000 0.00000000 -0.00537390 0.73057000 -0.00710520 0.24264000 0.24264000 0.24264000 0.24264000 -0.00041585 -0.00041585 -0.00041585 0.68552000 0.71754000 0.71754000 0.71754000 0.71754000 -0.00616600 0.01558700 -0.01587900 -0.01615600 0.00000000 -0.09762700 -0.09762700 -0.00415460 0.00083195 0.00083195 -0.12460000 -0.12460000 -0.00567570 0.75089000 0.01098200 -0.02739800 0.24264000 0.000 0.000 0.000 0.000 1.414 1.414 -0.125 0.000 0.000 0.751 0.751 0.731 0.731 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.686 0.718 0.718 0.000 0.000 0.000 0.000 0.000 0.000 1.451 1.451 0.000 0.000 0.000 0.000 0.243 0.243 0.000 0.000 0.000 0.000 1.414 1.414 -0.125 0.000 0.000 0.751 0.751 0.731 0.731 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.686 0.686 0.718 0.718 0.000 0.000 0.000 0.000 0.000 0.000 1.451 1.451 0.000 0.000 0.000 0.000 0.243 0.243 11.015569 11.979903 10.735369 14.286731 9.141356 3.643856 4.685677 9.617765 10.377262 0.141302 8.001408 7.040209 8.980560 14.667753 6.595313 7.301227 6.659681 8.218171 6.927081 7.902907 11.510044 10.034657 3.878323 9.872109 10.275697 9.751766 3.948713 10.104734 10.078484 6.370175 11.845542 7.095552 6.965784 8.777981 9.208342 9.771926 9.0402092 9.7876145 9.3508093 1.8783330 9.1664955 8.4512111 9.5003733 10.7256921 5.2706373 10.2563995 9.8249354 7.7560659 5.2978590 9.0906963 6.2911025 13.7278438 11.1750083 9.6629564 13.6240798 12.0130044 5.7755616 8.0974902 10.2168350 8.1205427 10.3133666 10.1688011 3.2002532 5.2568333 13.2857486 5.0158231 10.0867997 0.5564049 -0.4435951 10.3936271 7.4112618 12.4087278 9.0760296 13.5674022 8.8726749 8.7449821 6.5195199 10.7517656 9.5436573 11.0037349 11.6047491 11.3938242 11.9143577 10.1641860 4.0482449 10.7809980 10.3661614 11.1148141 8.7437455 8.0760294 8.3393917 9.7942007 12.6805954 8.7474525 11.3156553 5.8043221 7.5535725 8.9128453 12.4173077 11.5284756 12.6944251 10.0602191 3.7658423 NA 10.4232859 12.3975645 11.2680366 6.7263190 10.5098623 11.7124764 12.2118123 9.5003733 11.2367529 5.6224824 10.2783470 8.4496951 6.1857496 9.4474176 10.7430462 7.0482460 8.2128183 12.8489932 9.5627194 11.1731719 9.5171194 2.2568295 14.4154185 7.6589726 8.0014082 7.8689361 7.6438562 8.6412017 9.7499187 8.8452595 8.5773733 6.3701747 10.4116512 10.1697224 8.0361736 10.7505346 10.6014704 11.1914312 10.8217154 4.3377539 10.3062628 0.5564049 12.2350760 8.6035173 6.9227152 9.3037472 9.7426872 12.5154897 0.8782937 9.9795092 1.7263081 10.9774062 11.3241640 10.3576976 11.8250815 11.3906669 8.0402092 11.1768423 10.4985413 10.2347250 8.8794482 10.0863119 10.0858239 0.5564049 0.1413020 NA 8.2411418 10.4806120 9.2437690 0.5564049 9.2226174 8.6130310 11.2792009 TCGA-B4-5377 68 0 NA 291 kidney stage iv t3 n0 m1 19-3-2015 female 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179111e-06 4.508365e-07 10.59684777 10.25947694 7.51292531 1.60601575 11.93769815 7.53779692 12.35352843 -1.97880458 -0.15521265 7.96065129 9.00477833 7.27845968 11.00067603 8.14777680 11.67402918 10.33140102 11.48370228 9.64403922 4.89143863 9.98937903 7.33622179 5.14001376 11.50513986 NA 6.26424554 NA NA 9.96101870 9.66718092 7.23539104 2.48049780 8.50589530 9.62284307 9.85000207 10.81873379 10.42647968 8.91891778 5.17081839 4.06546891 10.55950367 6.30647370 10.88796477 5.78262349 10.13155553 11.18236158 2.97526332 11.23067791 10.08244341 10.05311799 10.91607942 7.91133626 7.89758895 11.00293376 8.86440439 7.65042854 4.10853282 0.60606315 9.71673545 7.98685630 NA 6.48459736 9.33395521 6.80570647 10.50388019 11.38548049 3.85396572 12.79287631 11.30647444 10.91380472 9.55391512 16.39745202 8.35757883 11.00869150 4.91588894 8.62469860 7.02669716 5.23052583 1.81602620 9.21828884 9.27373756 8.28434154 9.79832761 8.57181899 8.43046301 8.87516140 7.67749697 13.62840253 10.60884971 NA 11.95651356 11.08329383 6.94291324 NA 3.15034846 12.93648481 7.73874892 10.04448005 9.26603057 7.87282137 11.65077035 9.77637710 12.73273973 2.60603945 9.49020528 NA NA 10.37477042 3.57566328 7.88370939 10.06921854 9.77595968 8.56700195 8.60321425 8.90905422 11.77481547 9.26186362 10.29748744 13.20265157 2.48049780 11.20134814 10.88448421 9.75026817 9.69791088 9.97344941 NA 0.02105325 1.60601575 -1.97880458 8.92721114 13.44543537 7.74729072 13.11556234 8.69879182 9.33565542 3.48049780 6.78594413 10.74601231 11.14745407 10.06101942 12.03772646 8.09119311 8.08581500 10.77991999 5.49680426 4.63578341 2.10852446 -0.39403164 9.01117609 13.50290318 8.80815849 10.14583970 9.30184299 7.55245393 10.87047731 7.60038796 8.79505194 13.52852622 9.21459767 6.04897723 9.46389644 10.73981917 9.21521336 12.16509310 11.90638729 10.93433567 10.21552135 8.89577702 3.10726939 11.55379342 8.54952633 11.19802451 9.93952559 11.81284562 NA 7.57949320 11.03979401 9.96212718 9.74154316 11.86007911 9.28081553 11.88118927 8.74814185 10.53257782 11.41177858 10.03020101 7.77115930 4.74899248 7.03509270 10.72950952 -1.97880458 10.63670183 8.40153320 7.14519342 12.71439583 10.08311841 9.25109275 10.93489660 10.06136201 9.60274358 10.70063808 9.21398148 10.12730801 9.29894075 1.02105325 11.13839065 6.52489740 1.72150391 9.13220795 3.77435485 11.07296086 5.39611153 9.28785872 5.60468220 5.04344075 NA NA 10.70165154 10.40315586 11.12763515 10.44471344 9.43099357 9.28045645 5.95558947 11.21752064 10.88312835 11.65338588 9.15421433 10.22442019 11.96843522 -0.97880458 7.38301561 -0.39403164 -0.97880458 9.98865870 9.59235089 8.96724759 8.70494422 9.44786120 15.53541643 14.90255666 0.82838786 10.20191377 11.96331180 9.74131647 NA 4.22838004 -0.97880458 -1.97880458 7.99548678 13.71417799 8.60133067 8.87905325 12.47170356 NA 7.53874146 9.17695302 9.99153772 9.27963820 7.34974742 11.83815580 9.90714981 10.34946668 9.93832123 7.65588344 9.69791088 8.95402498 4.38266725 7.12170860 9.08176809 0.00000000 0.02076300 0.02777800 0.01908300 0.01502800 0.00944910 -0.00013862 -0.01931400 -0.03939400 -0.08996400 -0.08996400 -0.08996400 -0.08996400 0.00000000 0.00000000 0.00000000 -0.01000200 -0.68624000 -0.68624000 -0.68624000 -0.68624000 0.02286500 0.01908300 -0.67910000 -0.67910000 -0.70792000 0.00319100 0.00319100 -0.00013862 -0.00013862 -0.00013862 0.02020300 0.02244400 -0.00207840 -0.01312700 0.02160300 -0.03939400 -0.08996400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 -0.693 -0.693 0.000 0.000 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 -0.693 -0.693 0.000 0.000 -0.708 0.000 0.000 0.000 0.000 0.000 9.623307 11.944028 9.055871 13.702969 10.275510 NA 1.190994 9.491731 10.778321 1.606016 9.926083 4.841254 9.051050 12.709924 7.315693 8.104552 7.158063 6.954763 7.777629 8.516927 10.682850 9.877109 5.933962 8.602273 10.381645 10.508159 6.863423 14.491302 11.427942 8.260671 11.951337 3.108541 6.119105 7.015426 9.038577 10.821366 10.35170904 10.30878463 7.69172817 NA 10.43152362 7.89143681 4.49680745 11.08598339 6.10322066 9.89528520 9.55147853 4.90371317 6.17081839 10.46349740 7.26662446 13.80120184 10.22442019 10.18125875 14.27368222 12.62365510 8.47125250 8.69614722 9.53183642 7.36980060 9.66222081 9.10255578 5.27846061 5.18094348 13.15774299 7.21582903 9.20408715 3.80243106 0.02105325 10.07533741 10.00049739 13.70049734 9.00691426 13.20265157 9.08176809 9.14001325 7.13881959 8.15934410 12.02168848 16.17226223 12.03772646 12.05724582 12.79106498 10.69106449 0.34300978 11.10986049 10.63048183 10.46142235 9.11448988 9.21521336 7.83003661 10.02915068 13.13004582 11.15870385 11.61165459 -0.39403164 5.43046259 5.29719509 13.81495389 11.23280847 12.65582657 6.66492793 -1.97880458 NA 12.19498355 12.55488861 11.54082025 7.23539104 11.27934378 11.1266534 13.2071091 11.4837023 9.9893790 6.2831662 11.7743934 11.6887382 5.1708184 10.1028885 15.0292558 6.3064737 6.4557004 12.7755699 9.6079121 11.6042725 10.7888429 1.1909941 13.7265696 7.6332772 6.0154262 9.2112118 9.6766029 9.6819596 10.1200913 9.2913676 8.6596802 7.1348144 11.2005148 10.4256816 10.3841119 10.3769738 10.2056377 10.3794487 10.9482947 2.1085245 10.3125307 10.5737413 12.6663400 9.2989408 7.0238874 9.3018430 9.4068538 12.8897019 4.0871573 8.6003883 2.7759566 11.0397940 10.3772490 10.9395628 12.7143958 11.5376341 10.0033528 10.1273080 10.8158942 10.9866220 6.2642455 9.6389988 9.1497111 1.6060158 0.9413317 1.4805236 11.0501869 11.1343569 10.2369085 4.2498928 7.5387415 7.7387489 9.8328483 TCGA-B4-5378 62 0 NA 175 kidney stage i t1 n0 m0 19-3-2015 male 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 1 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0370041 10.4406797 7.0991100 -0.1135669 8.9353516 5.3985317 11.5641302 NA -0.4416344 3.0018923 10.3252024 7.8171480 11.4313751 8.9234998 11.7138857 7.6346034 10.6080795 7.9489068 4.0293645 10.9385258 8.0036208 7.6323649 10.0053517 -1.6985294 5.4409987 -0.1135669 NA 10.1019436 10.1140265 7.9032191 2.9453080 8.0242554 9.7193007 10.2947403 10.0289431 10.5995107 10.2747867 5.2787282 2.8864136 10.3091762 5.7526603 8.6666771 0.6233987 9.8613031 11.8798208 1.3014706 10.2545533 9.3855922 9.5570669 10.7153404 7.8713040 5.6589998 11.0401104 8.7529168 8.1152294 5.1469362 -1.6985294 9.6086489 8.5011206 -0.6985294 5.3126761 8.3526570 0.8864331 9.3021525 9.6959108 8.7659938 11.0244563 14.2094419 10.8040314 10.8330733 15.6035961 8.6040869 9.9587666 4.8250122 9.3574084 8.1840913 6.6633916 3.1409095 12.1163309 9.3567306 8.7557475 9.8741484 9.7588290 7.8560370 9.3403671 7.5398528 13.0664752 10.3217337 NA 11.6989891 10.2941918 10.2483544 NA 7.9774053 10.6523873 8.0496411 9.8807640 7.5084627 6.6589998 11.0255356 9.2329243 7.2488517 3.5493735 9.2556445 -1.6985294 NA 9.8497884 8.5157672 8.0778812 8.9507043 11.1168314 8.2158334 8.5810586 10.1706563 11.6900574 9.8328296 9.9672281 12.1163309 2.2083300 11.4049228 11.1991045 10.1512442 7.4763736 10.0575874 NA -0.1135669 1.1088255 -1.6985294 6.1531973 13.5865613 3.5493735 5.1962647 8.4912727 9.8593904 2.6233753 7.8386663 9.1168315 11.3708979 9.5874282 11.5800515 8.7464629 6.3729103 10.6032301 7.2410269 8.5133364 1.4713956 -0.6985294 10.3137235 13.8495776 8.5302666 10.7376391 10.2589129 7.0629992 10.8817067 7.7001921 10.0178089 10.1457616 10.6900036 10.6819092 10.6354588 9.4819790 9.4300870 12.0039455 12.1291878 10.5148561 8.8032852 9.1330721 3.4520023 11.3484016 9.2150854 10.0999199 8.9879487 8.3553740 -0.6985294 9.3928834 12.2226382 9.3642566 5.7063344 10.9473316 9.3265877 11.5461093 9.6468533 10.7754075 11.1222254 9.6306839 8.5105359 4.1594274 8.0663196 11.1477221 NA 10.4663551 10.2384541 7.5302666 13.2335706 9.6346034 8.3431071 11.0040537 8.7872774 10.3441335 10.4818111 8.6959107 10.9870730 9.2402926 3.7608809 11.4216860 6.8976374 2.6233753 1.4713956 4.7108395 10.8313666 7.0088073 10.6540433 6.6016638 4.7771830 NA 0.6233987 10.7865227 10.1264069 10.9524998 10.6859620 7.7731234 10.3490185 5.5366964 11.7244327 10.5629554 11.9127035 9.0199810 10.1426193 11.8986860 NA 7.4461065 0.6233987 -0.6985294 10.3410526 8.8338041 8.8171480 8.7308549 9.1264069 12.4458674 15.0968410 2.0018743 12.3920568 10.6797430 10.0864919 -0.6985294 3.3458363 0.6233987 NA 7.8995007 15.5556833 8.7781944 9.3607927 11.8864106 -1.6985294 8.2483546 8.9785775 8.9623353 9.8333169 8.2943864 11.3504458 9.7634391 10.6631178 10.1019436 8.5446222 11.5816389 8.7360765 5.5690779 7.6024413 9.4377985 0.00148240 0.01014600 -0.00221680 0.00097064 -0.00124730 -0.00110870 -0.00843850 -0.00110870 0.00541390 0.00360760 0.00360760 0.00360760 -0.00277010 0.00148240 0.00148240 -0.00579320 0.01014600 -0.00221680 -0.00221680 -0.00221680 -0.00221680 0.00180300 0.00097064 0.00235810 0.00235810 -0.00161560 0.00610900 0.00610900 -0.00843850 -0.00110870 -0.00110870 0.00194180 0.00194180 -0.00110870 -0.00304750 0.02581200 0.00541390 0.00360760 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.225518 12.081988 9.229966 10.833561 10.197023 NA 8.507241 9.618295 11.030882 1.301471 9.421038 8.652387 9.635163 8.536265 5.146936 6.146938 6.773123 8.956979 6.825010 9.377596 10.402439 9.749564 NA 8.242496 10.217727 10.718246 8.032767 6.618861 11.412747 11.008160 12.029773 2.693766 6.295802 7.756775 10.306371 10.830635 10.3448172 10.4229816 7.0596711 -0.1135669 11.7493062 9.4594265 7.4613198 11.4606888 5.5206171 10.2262606 8.9498057 5.8560370 6.7892884 10.2512748 8.1168315 13.1168314 10.0584214 10.4164918 13.3008316 13.7302008 8.3981631 10.1648601 9.8264795 6.2498151 9.5676491 8.7536894 9.0901664 5.1594274 13.9141727 8.8854710 9.7619041 8.7443915 1.4713956 9.6964467 9.5362655 14.6451370 9.3224280 12.1163309 9.6012285 8.7536894 7.6124469 12.3271068 10.6843423 15.4252765 11.5800515 12.2133082 13.2944749 11.1687268 2.5493735 10.7560045 11.4749691 10.6859620 9.5517465 9.4300870 7.9018631 10.1031565 13.2459314 9.3258952 11.7175833 2.8250122 5.5493765 8.7203547 14.0962658 10.8030366 12.7976778 5.8012932 0.3014706 NA 10.2432293 12.5092251 11.8553833 7.9013611 11.4534160 11.575389 13.056231 10.608079 10.938526 6.702328 10.912012 9.623940 6.777182 10.166795 14.211933 5.752660 8.446106 13.470109 8.432019 11.809243 11.113826 2.388906 13.932511 5.832908 6.520617 7.098298 9.797803 9.727189 10.050899 8.813201 8.990642 9.001021 10.766759 9.770072 10.410626 10.181797 10.174892 11.159235 12.238730 2.208330 10.000153 4.056332 13.175475 9.066320 7.196266 10.258913 9.163473 12.620485 1.471396 8.538658 6.650176 12.222638 11.009670 11.096879 13.233571 11.142619 10.552043 10.987073 10.459427 11.188520 9.003621 9.974315 9.875569 NA NA NA 10.170656 9.531036 10.232924 5.134340 8.248355 7.970333 10.928070 TCGA-B4-5832 65 0 NA 7 kidney stage iii t3b n0 m0 19-3-2015 male 2010 NA NA 80 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.1131983 NA NA 6.0051395 7.8664326 5.2681724 1.5132886 12.4839308 6.7031104 9.6033981 9.3093251 11.9935710 9.6857131 5.0678753 2.3206291 10.7894100 6.1426422 9.6981610 1.8351965 10.8980694 11.7949259 -0.4868125 9.3318678 11.3278681 7.0755284 11.8067573 9.5175060 7.5245127 8.1499102 7.8620137 6.0524442 6.1131983 2.9727110 7.2067721 8.2240919 1.0982174 3.8352167 7.4848293 5.5132854 6.6630329 11.0514745 3.5132886 9.9023792 8.1535308 12.6619211 9.7870813 12.9537655 10.0745735 11.7774350 4.1571407 6.4440226 8.4351264 8.6630329 NA 8.0011255 6.5901020 9.9798720 6.0051395 11.0161174 5.7612135 10.8823377 4.3206435 10.5453313 8.7421043 NA 10.8323932 10.9739923 8.9520775 -0.4868125 6.8796078 8.6981608 4.8708381 12.2509555 10.5874271 11.9549330 8.8124937 9.7227391 8.5690832 NA 9.6541154 4.4674817 2.3206291 12.1737273 3.9727202 6.6731564 7.4905653 8.6060428 6.3206399 6.4905653 9.7166336 11.6077889 6.7324537 5.3959299 14.1119779 2.6832024 8.2128582 11.2296764 6.8352142 3.6007455 8.5439528 NA NA NA NA 7.5685680 13.2578041 2.3206291 10.3270669 5.7227392 5.9056036 3.6832136 2.6832024 10.3302692 12.1415033 8.4291648 12.4315358 6.2137244 11.5245129 9.1714971 1.0982174 5.5356549 6.8883256 NA 11.4373558 14.4424516 10.3350596 6.5132854 10.3125673 9.5672115 10.1936451 4.6007455 5.8660796 7.0601804 3.4201725 0.5132886 11.0048632 10.8335221 9.7706735 12.8691873 10.1335055 8.2946456 10.5706005 6.2275312 7.1835173 8.5161007 8.7683144 12.3671800 10.0669149 6.9562286 NA 7.9437379 12.9900318 9.8662670 5.7421032 12.6910166 10.0091407 12.1741729 6.0368484 8.5712775 14.3436523 11.9026481 7.1313775 2.0982511 4.2137283 11.4877002 NA 13.7484023 8.8419605 5.7421032 12.1819491 6.1857100 11.6306040 11.9570062 10.8182073 10.4696618 7.1992257 7.3270666 10.1261541 8.1169121 NA 9.8597994 6.3206399 NA 8.1020004 5.9727179 12.4873417 6.7227392 8.2614786 6.2681724 6.3461751 -0.4868125 NA 8.0289857 7.1927653 9.9551923 7.2547528 8.8216248 6.0108984 3.5069573 9.8686368 9.2831236 12.9371894 10.7870813 12.0063905 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-0.280 0.255 0.255 0.860 1.018 -0.280 -0.280 0.000 0.000 0.216 0.216 0.248 -0.030 0.252 0.252 -0.267 -0.193 -0.283 0.241 0.241 0.000 0.000 -0.270 -0.270 0.218 0.218 0.000 0.000 0.481 0.481 0.237 0.203 0.158 0.158 -0.142 0.000 0.000 0.000 0.000 0.000 -0.280 -0.280 0.255 0.255 0.860 1.018 -0.280 -0.280 0.000 0.000 6.127996 9.028985 10.567890 11.948435 11.119691 5.005139 1.513289 6.127996 7.590101 2.513289 7.956229 NA 10.832393 8.791735 4.157141 6.005139 8.067874 9.394400 3.683214 10.541882 13.693117 6.862014 5.157141 6.333465 10.974253 13.102937 4.467482 12.208949 14.376891 7.307702 8.703061 1.098217 9.542573 4.557680 11.376698 12.984326 10.7612131 10.3198352 3.7612108 NA 11.3242589 7.1279954 6.0524442 11.1159845 6.5132854 8.2377993 11.1131984 3.0982511 1.8351965 12.3558324 7.1714971 14.1077852 10.9773208 11.7297283 13.4493714 12.7851863 7.2343844 8.6931946 9.3728205 7.8079061 7.8216248 5.7031090 5.4674817 5.3959299 13.3140844 9.2223694 10.5692458 3.3206435 3.9727202 12.9230743 11.2309620 13.8538312 8.9541547 14.1119779 9.2206448 7.1206163 7.6732073 8.1206158 9.3302693 14.6205844 12.4315358 11.7327567 13.3831686 10.2806425 -0.4868125 6.8620137 10.3936345 10.2888959 11.0897700 9.7706735 9.7504956 8.2343849 14.7027241 12.3634725 12.9586885 2.8352167 2.0982511 3.0982511 10.6101787 11.1544342 12.7437565 4.4201792 1.8351965 NA 11.3036341 12.5461923 11.5507159 7.5300942 12.4037399 8.4905657 13.9901584 11.6956800 6.9808913 7.9768098 10.6438562 12.3965017 4.3206435 10.2041566 13.7513918 6.1426422 7.3270666 12.9927918 8.7706735 12.4430988 11.4310307 4.3712661 12.4194246 6.2801453 5.3959299 8.3775958 10.7783145 5.3712661 10.7552687 8.2377993 7.7324544 4.2137283 13.9440648 11.4660269 9.5712773 6.8796078 9.8719368 11.8609070 11.1521740 4.2681724 9.4718384 8.9808913 9.5844396 8.6528371 6.7324537 10.3125673 5.8245337 13.7512424 5.7986882 7.4081030 0.5132886 12.9900318 9.0926015 13.0605417 12.1819491 11.9557108 9.4050693 10.1261541 8.4991275 11.4436534 6.4905653 6.4674817 8.1389946 NA NA NA 10.7190789 5.8689016 10.1980343 3.6007455 10.0640324 8.3077013 8.2206448 TCGA-B4-5834 59 0 NA 38 kidney stage i t1 n0 m0 19-3-2015 male 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.6255149 5.5295336 9.5075820 10.1345286 6.9827906 11.0865887 14.5676980 10.6560478 10.9058560 15.8936539 9.0254693 9.8250795 4.7026852 8.9451763 7.9685769 7.1807297 1.7446778 8.6491017 9.2172559 9.0785498 9.4702367 8.8270502 8.2947838 9.2609212 7.2962078 13.1673258 10.5134074 NA 11.9432470 10.0720454 8.1273490 NA 2.0108156 11.8600297 7.6875758 9.9977411 6.6635126 6.9360737 10.7949366 9.1753252 12.0587805 3.3978303 9.0467674 NA 0.6322682 9.9102782 5.9102794 8.5523486 8.9739235 10.7018774 8.3858447 8.5246843 9.2381434 11.5412250 9.8620737 9.9167706 12.1031557 0.3103401 10.8862236 10.8972052 10.2583675 7.1558555 10.0958179 NA -0.6896599 -0.1046974 -1.6896599 8.1225428 13.7362369 7.7840714 11.6535511 8.5403857 9.2336928 2.7697929 6.6590940 11.2725384 11.0572995 9.0810293 11.0876823 9.0966350 6.9250749 10.9754792 7.4677123 4.1177200 3.0652449 -0.1046974 8.8533972 13.9087959 9.2232548 10.2025287 9.9296684 8.4383598 9.6892020 7.8514617 10.1297222 8.5198186 9.5606638 6.1807307 10.3980934 10.2180071 9.3533925 11.5673111 12.6499371 10.9805790 8.9360743 8.8659132 2.0207689 11.4452729 9.1424642 10.8500089 9.3971651 9.7605456 1.1176950 9.4370698 11.6120045 10.9843745 7.8994173 11.8112073 9.1088373 11.3814925 8.8427212 10.2032876 11.4343251 9.4247584 7.9056042 4.7697982 6.7069698 10.3727489 NA 9.7881237 9.8485542 7.6613042 13.0778257 8.8859047 8.5523486 11.3252576 8.9369871 10.0802032 10.6289703 8.8934481 10.4896525 8.2307184 2.8953220 11.3384441 8.3777996 3.7697929 6.8378424 4.5957662 10.7695408 6.1683472 10.3978282 5.7737274 3.9827928 NA -1.6896599 10.6246653 10.6615806 11.2185703 10.1826554 8.3355051 9.1289476 5.9185842 11.7561562 10.6367949 11.8407717 9.1249479 10.2707294 11.5334621 -1.6896599 7.4601126 NA NA 9.9605195 9.1361191 8.9000166 8.1791881 9.2119866 13.8164870 14.8963548 2.5582921 12.1317407 12.2241897 10.1096469 -0.1046974 5.1493163 0.3103401 NA 7.6003842 15.3971132 8.0900849 8.8456409 11.8796276 -0.6896599 8.5582929 8.9108822 9.1209369 9.8663923 7.5794917 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0.000 0.000 0.000 0.000 0.000 0.000 5.7366292 12.1535994 9.3075449 12.6179931 10.0589776 NA 0.6322682 9.6777801 11.6198417 1.3103401 8.9195442 2.4802910 9.4415793 10.0055937 6.7697969 6.9287505 6.8572595 8.6187045 7.2876450 8.6766877 11.6702521 9.3327332 3.0107977 8.2366615 10.0731627 10.9681304 7.8475836 5.6141474 11.8801023 9.8265579 12.1861032 2.1177283 6.8456406 7.0884427 9.1345285 11.0593967 10.4205224 10.6084279 7.5487703 NA 11.0136201 8.7397722 5.7449926 10.8451546 3.9542242 10.0399861 8.8868498 5.8260654 7.0348793 10.5304414 7.8122023 13.3204563 10.2032876 10.4004778 12.7040910 13.3113337 7.4777834 9.5222537 10.0547788 7.0917252 9.4524725 9.1597704 5.3978269 5.7366292 13.4418204 9.4702367 9.0467674 5.3103656 -1.6896599 10.1116696 9.5905562 13.1997267 8.5992315 12.1031557 9.6563249 7.7449939 5.8300804 9.4057625 10.9988342 15.4760281 11.0876823 11.8180362 13.8621637 11.0719166 0.8953026 10.6167119 11.4270342 9.6379179 9.2492097 9.3533925 7.7840714 9.8461267 13.1420685 9.9037565 11.8529112 3.2645665 5.1432546 7.0518321 13.8230867 10.9063221 12.3535636 5.2051813 NA NA 9.5234696 12.8335597 11.4799741 7.3871807 11.1887995 11.317393 13.365648 10.390850 10.286213 6.199109 11.767233 10.200250 6.117720 10.090905 13.808136 5.744993 8.607281 13.385417 8.927833 11.722406 10.093773 2.397830 14.198776 5.474670 6.031464 8.779142 10.749937 9.529534 10.301887 8.948801 8.971164 4.539184 12.257180 9.742907 10.387849 10.373760 10.205183 9.771845 11.510344 3.667915 9.703219 7.310366 13.136539 9.140088 8.130544 9.929668 9.152551 12.822180 3.925078 9.155855 4.558292 11.612004 10.616427 11.245162 13.077826 11.091315 9.614146 10.489653 10.688931 11.173919 5.155854 9.577737 9.656879 2.397830 7.479990 NA 10.830739 10.731647 9.806720 4.091725 8.558293 8.350655 10.239254 TCGA-B4-5835 64 0 NA 16 kidney stage i t1 n0 m0 19-3-2015 female 2010 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 3 2 4 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.254182e-06 3.121176e-07 10.7149288 10.7808120 8.0216291 -1.7216583 11.9840019 4.2585038 12.7779497 -0.1365372 4.3057225 9.0720809 6.6316238 5.9649785 10.1584436 7.7089301 12.0307536 10.6227734 9.7768281 7.9114729 5.5358663 9.8272994 7.8615603 3.6004006 13.4781498 1.4484253 2.7379030 NA NA 8.4038910 8.7379091 8.4988560 5.6878697 8.2742444 10.1969681 10.0671958 10.6857453 11.2999781 7.2180565 7.5569267 3.1853750 12.0229960 7.4205843 10.6697211 7.0663799 10.0974591 8.0483152 4.0598398 10.9568575 8.9041863 10.2682268 10.6947473 9.1618844 9.4326628 10.5015742 10.4699192 8.7552238 6.2384793 4.2092116 10.1664596 8.4964352 2.2784903 6.9151026 10.2532506 -0.1365372 7.9402554 8.2032902 2.4483988 10.1109523 9.4383488 13.0888483 7.8311463 14.9974785 5.8483325 11.6781560 5.2326723 9.9732706 8.2557575 3.9223311 1.7007060 7.4077606 8.0483152 8.7089301 9.0753283 10.3622892 8.9375816 9.9349024 5.9995761 13.3929112 11.0801858 NA 11.4280658 10.7834181 7.7902299 -0.7214204 5.3228728 11.6151235 8.3105233 9.8272994 9.6082739 11.3259423 11.6964618 9.8025295 11.6536351 NA 9.3915684 3.9223311 -0.1365372 9.9737058 4.0063968 8.5192687 9.4064718 9.8502301 10.2525336 11.0021384 7.2614706 12.8023592 8.9232351 9.8530711 12.7665687 2.2784903 9.3736767 10.6258221 11.7116717 3.4077606 9.6915766 NA NA -0.7214204 -0.1365372 2.3659444 13.4985157 8.8662549 10.2841021 9.9662906 9.9566375 3.7047392 7.8596783 6.2032893 11.6750823 9.2791818 12.3640520 6.5072967 12.5556922 10.9085171 2.2784903 -0.7214204 3.5264069 NA 10.2869061 13.7223276 9.9561971 7.5192690 8.6183275 4.2784755 9.8215093 7.8746673 10.2159837 8.1656979 8.5228412 3.7379139 8.5400552 10.3695823 8.7471017 11.1382064 12.1863070 11.3211629 10.1204349 9.5862476 3.1108643 12.1794386 8.7120630 8.3283262 9.0063979 8.8020394 5.6447994 4.6360271 10.4833543 6.0179197 8.5156994 10.9169134 7.8272995 10.6499819 7.3283258 10.4307624 11.8738516 11.4917336 7.0766906 4.1113652 6.4927970 11.2424573 NA 12.5084979 6.9005287 6.2092155 11.6280352 10.1062172 11.1509600 10.0590172 9.8258541 9.3804533 10.7724555 9.8821038 9.0890492 8.3187674 -1.7216583 9.0241518 3.6707950 5.7379084 8.1097847 0.8634628 9.7104974 2.2784903 8.0148797 5.9533048 3.1853750 0.2784606 NA 10.7934381 10.5075968 11.2455236 10.4605615 10.4552740 8.3751928 6.8031754 7.5958900 10.3751926 11.9157816 9.9767481 9.2564729 9.2261145 -0.1365372 9.2749509 -1.7216583 -0.1365372 9.2217249 8.3378221 9.6144261 8.1255349 9.4370873 9.4812136 11.3534552 -0.7214204 8.0906550 11.0661761 9.3269644 -0.7214204 4.0063968 0.2784606 NA 5.9579587 13.2015728 7.4307620 7.8311083 11.7617895 NA 8.5638796 10.1615102 10.7245269 8.8137530 6.5024786 11.6215244 10.0712678 11.0472821 9.0680111 4.0858325 8.5580881 9.5661899 3.9318249 5.3683772 10.2489430 0.096109 0.012795 0.167600 0.010827 0.598000 0.024002 -0.164080 1.180600 -0.080530 -0.081871 -0.081871 -0.081871 -0.081871 -0.598190 -0.549850 0.102350 0.012795 -0.571100 -0.571100 -0.571100 0.647080 0.040892 0.030029 -0.551020 -0.569300 0.024863 -0.026304 -0.026304 -0.164080 -0.075078 -0.075078 -0.553970 -0.531950 -0.035857 -0.070937 -0.554570 -0.080530 -0.081871 -0.164 -0.164 0.000 0.000 0.000 0.000 -0.532 0.000 0.000 0.934 0.000 -0.616 0.519 -0.555 -0.555 0.000 0.000 -0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.076 0.647 -0.560 0.000 0.000 0.000 0.000 -0.550 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 -0.164 0.000 0.000 0.000 0.000 -0.532 0.000 0.000 0.934 0.000 -0.616 0.519 -0.555 -0.555 0.000 0.000 -0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.076 0.647 -0.560 0.000 0.000 0.000 0.000 -0.550 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 9.939810 11.412422 10.383076 15.274333 9.423773 8.114528 2.365944 9.063930 11.741619 1.448425 8.874667 6.179344 8.833066 16.692514 7.261471 7.882104 7.151922 6.577686 6.644799 8.277068 7.339173 9.972400 4.817639 10.656230 10.060657 9.897322 5.232672 5.255758 11.766694 5.825371 11.914190 1.448425 9.831627 8.087442 8.416749 11.231037 9.7638038 10.0207869 10.0093721 NA 9.4377182 9.5924942 8.0450066 10.7924518 7.3712347 11.5798308 10.4106559 6.6049075 5.0728947 9.9689121 4.6535187 15.1095002 11.6728062 9.4045366 13.4502798 12.0250968 6.5913608 7.8464338 10.2493024 8.0532645 10.6694525 10.7723330 5.4683031 5.5822579 14.2038929 5.7862722 10.2543255 1.8634231 -0.7214204 12.4635852 9.0046958 12.3325730 8.8301859 12.7665687 8.9823810 8.3008453 4.3406833 7.7420022 11.4868643 13.3031843 12.3640520 11.5102987 13.3365961 9.8653173 1.8634231 10.3745337 10.1113676 11.8630877 9.6093943 8.7471017 7.4077606 10.5335061 13.9270036 9.6133093 11.6061705 4.9366898 6.7783229 8.1239677 14.5595744 11.5551835 12.0732995 8.0565548 -1.7216583 0.8634628 11.3802891 12.7172693 11.2705254 7.4154688 9.5204606 10.989069 12.317482 9.776828 9.827299 5.978916 9.174053 11.139564 4.111365 8.495223 10.533783 7.420584 5.148841 11.838807 10.035867 11.478763 9.931771 1.085833 13.417669 8.370666 6.798114 6.972731 8.207736 8.469537 10.669184 10.416067 8.809391 6.226846 12.290491 8.318767 5.885809 10.726077 11.167031 8.731748 10.754717 2.802048 9.678823 4.006397 11.283405 8.742002 3.448399 8.618327 9.268815 12.894337 4.033361 9.927284 2.670795 10.483354 9.755224 9.946033 11.628035 11.646438 5.582258 9.089049 10.467684 9.971965 5.487930 9.150383 9.189120 2.737903 2.448399 NA 10.692634 10.278597 9.558668 1.085833 8.563880 7.887656 9.513295 TCGA-B4-5836 61 0 NA 141 kidney stage i t1b n0 m0 19-3-2015 female 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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NA 9.768106066 9.962058479 6.783442248 1.412781525 8.932391349 9.376373742 9.256675985 10.895058849 10.705076713 9.103626146 6.542038223 4.622209995 10.269958503 6.707375699 10.689461053 4.056609538 10.281963284 11.963742256 2.220113225 11.580329994 9.768656598 9.929439955 10.752048328 7.836921391 6.500217273 10.419431760 9.102971430 8.167642436 5.743671142 -1.587272661 9.974042969 8.273841746 -0.002310161 5.839019817 9.745351131 -1.587272661 9.490905816 11.531209497 6.258245661 12.503944120 13.345661812 11.082083027 10.223728308 16.489471489 9.100130625 10.387886468 4.435121828 9.475475871 7.378539367 5.872186051 0.430713468 8.195753102 9.476150172 8.996777955 9.242477703 8.563771710 8.137268862 9.588304627 6.997718062 13.281384713 10.379620962 3.412754432 11.473450973 10.390961361 8.350864504 NA 2.872178662 11.360026709 7.892535531 10.110591361 9.324895865 6.826383235 11.423982318 9.743671983 10.993319842 3.056618208 9.118387501 -0.587272661 NA 10.342013424 4.500215680 8.681881770 9.428170034 9.576404793 8.602579733 8.974997573 9.307572879 11.831278382 9.303019252 10.066495833 13.190626758 0.734655433 10.591762152 10.725354413 9.584557249 7.130431563 10.243270279 -1.587272661 -1.587272661 -1.587272661 NA 8.132143928 13.421008568 6.557413154 12.728116919 9.128716906 9.605664334 4.412754432 6.384298526 10.747866193 11.202899890 9.552945700 11.452936882 8.458514888 9.917077543 10.688297611 4.855700731 4.113192066 5.270734493 0.734655433 9.209605913 13.148363943 8.952883035 10.141525904 9.584557249 7.544612117 9.617937390 7.567572826 9.767731592 9.698735222 8.977857172 5.140676420 10.484887628 9.709671285 9.251171115 11.745490930 12.974520296 11.019160218 10.073196710 8.646374739 3.400988701 10.896822655 9.548464369 10.987821510 8.993013654 12.158534396 -0.002310161 8.180939503 11.372756963 12.598674214 8.836165261 11.282541623 8.561231802 11.305297862 8.786707761 10.192064061 11.617784575 9.675437181 7.929223488 5.270734493 5.813634991 10.250382987 -1.587272661 11.333852149 8.905609635 6.752605439 12.573965676 9.638564972 9.077202401 10.952883108 10.023779853 9.490905816 10.689251716 9.155906553 10.313244491 8.917574072 1.220082261 11.027234863 7.123561707 3.542035127 6.120113435 3.770311063 10.932145569 7.478844027 10.145346418 5.681134379 4.220113225 NA NA 10.954335701 10.134281530 11.196980915 9.869109522 8.518663383 9.099097915 6.014600780 12.193397317 10.514730719 11.405870340 9.091355249 10.212846043 12.231736564 -0.002310161 8.081640016 -0.587272661 NA 9.894049991 10.052547945 9.093114600 8.886460830 9.503529021 13.470492977 15.219657034 0.997689839 11.384298580 12.239601423 10.006146099 NA 5.725637558 0.734655433 2.997725964 7.636756559 14.489487141 7.965424143 8.697000899 11.979403723 NA 8.556138149 9.010891426 9.453729713 9.538168558 7.723368110 11.525194551 9.360391933 10.738341584 9.413656486 8.021933829 10.852326238 8.384298526 4.898019658 7.683867659 9.507492594 -0.01574100 0.00000000 0.01093700 0.00638710 0.00875280 -0.01790500 -0.05280100 0.00972760 0.00027728 -0.04102400 -0.03702100 -0.03702100 -0.03702100 -0.01574100 -0.01574100 -0.01574100 0.00000000 -0.46408000 -0.46408000 -0.46408000 0.01093700 -0.03572100 0.00638710 0.01084200 0.01391100 -0.08443600 0.00471900 0.00471900 -0.05280100 0.00499690 0.00453390 0.00018429 0.00018429 -0.37988000 0.00408130 -0.03217800 0.00027728 -0.04102400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.380 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.464 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.380 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.464 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.653547 11.584557 9.540105 12.875705 9.983085 NA 1.582701 9.343492 10.800503 2.872179 10.204732 7.258245 8.983559 11.115793 6.572626 7.721094 6.473451 7.531696 8.040289 8.633133 11.056160 9.567573 5.863966 8.813634 10.193135 11.201473 7.544612 6.213654 11.683488 8.761483 12.177097 2.500216 7.264505 6.912601 8.824266 11.088271 10.245249518 10.378539367 7.727904803 1.582700506 10.313621807 9.152535581 5.552306361 10.933619256 5.562501933 10.079866607 9.450301928 5.855698239 7.552306361 10.371670153 7.289271955 13.828166728 10.268791453 10.280805909 13.151691716 12.280226845 7.534288874 8.740307646 10.027924790 7.542038223 9.457832087 9.177626584 4.951914117 5.698157346 13.127376208 9.279261181 9.736935613 6.239304471 2.734677108 10.309087490 9.476824158 13.133319953 8.874234456 13.190626758 9.330872969 8.327140322 7.455426685 9.757605689 10.877045505 16.104430413 11.452936882 11.646824005 12.664163473 10.679541589 0.997689839 10.307951567 10.052999980 10.817630532 9.324895865 9.251171115 7.984507895 10.029763307 13.344646731 10.854143036 11.699600084 2.734677108 5.194114638 6.319645028 13.496073138 11.554063909 12.487983467 7.295397941 -0.002310161 NA 11.254319385 12.475728720 11.551805912 7.298451207 11.074087796 11.090475 13.274327 11.159269 9.909609 6.232933 11.022165 11.987467 5.830608 10.288888 15.030897 6.707376 8.583932 13.138425 9.187542 11.587837 10.385376 1.734699 14.225133 6.461569 5.822146 8.829204 10.104499 9.375651 9.795919 7.969261 9.116659 7.261378 12.776411 10.147465 10.229339 10.249989 9.908110 9.556776 11.313999 2.582676 10.187542 5.042110 12.552568 9.345708 8.527799 9.584557 9.705589 12.824465 5.622207 9.048473 5.099257 11.372757 10.531696 11.803596 12.573966 11.190216 9.313622 10.313244 10.753161 10.726588 5.232933 9.475476 9.203103 1.582701 5.660683 5.180940 10.702198 10.871613 9.615491 4.752604 8.556138 8.216886 9.862935 TCGA-B4-5838 52 0 NA 166 kidney stage iii t3 n1 m0 19-3-2015 male 2010 NA NA 80 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8246024 10.8365693 1.1096949 10.0556990 6.4387935 11.6244117 9.2244535 9.1331471 9.8101098 8.8294421 12.5466938 4.0731433 8.6158786 4.2795976 11.0047909 10.3537960 11.6995084 12.9921603 11.3336717 8.7021270 10.1231323 10.9384412 10.8871719 4.8101089 9.3024559 9.4820998 0.7877668 1.1096949 NA 10.1023252 10.0016967 8.9788011 1.5950739 7.6332321 8.1386814 9.4477379 TCGA-B4-5843 45 0 NA 11 kidney stage i t1 n0 m0 19-3-2015 male 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3976438 6.6556810 8.3879286 10.1588746 5.4469642 11.3321425 9.2697906 9.9156458 10.7814272 2.4194850 10.0600064 9.2898481 9.3772552 11.1255145 8.4971209 6.3772557 9.7817644 8.2484741 8.1743710 7.4638774 -1.2810357 9.2337577 8.8038521 2.8065097 5.8379836 8.9309319 3.3039999 9.3447526 9.9107198 4.9669703 11.6897428 11.9077870 10.9370014 10.1038274 15.7657414 9.1432100 9.6334288 4.2426025 9.0962542 8.3520390 8.0919087 2.1784597 9.4905332 9.2697906 8.6644875 9.2803316 8.7985285 7.9645962 9.7337616 6.6259338 13.7868982 11.1215228 4.1113652 10.9843657 10.7547226 7.8011929 NA 4.3337529 12.2703915 7.7302711 9.8288743 8.4037922 8.9776096 10.5863225 9.0809875 11.6455083 2.6259250 9.1515856 NA -0.2810357 10.0313595 4.2108953 8.5519335 9.0908204 10.4068568 8.5723531 9.4435575 9.2198856 11.6105730 9.4780996 9.5582475 13.6753291 -0.2810357 10.6327110 10.9737771 9.8630645 7.7579626 9.9817258 NA 0.7190520 0.7190520 NA 8.5739122 13.7358085 9.6564175 12.4983527 8.5832299 9.1442595 3.5770300 6.5645336 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9.3392635 0.3040437 3.6732398 NA 10.9412348 10.8291779 9.2955281 3.4194850 8.3556682 8.1784751 9.8914711 TCGA-B4-5844 61 0 NA 7 kidney stage ii t2 n0 m0 19-3-2015 female 2010 NA NA 80 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 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11.9810810 8.5957908 9.9212478 7.9833334 10.2971363 10.5179111 10.3840930 7.0184628 4.2738665 6.2738627 9.7910098 -1.3408061 10.0632300 7.9514747 5.8879712 13.4980121 9.9094514 10.1369112 11.1285404 10.1659564 9.3665122 10.4417745 9.6549201 9.3111016 7.1550084 0.9810489 10.4761365 7.4535686 2.6591482 7.9788248 4.3870730 10.5225649 7.1550084 10.2017012 5.4037176 4.1827161 NA NA 9.5592650 10.4821220 10.3823872 10.2980413 9.3359914 7.7473048 6.2018749 11.4180007 11.0175294 11.4614673 9.0145040 10.3703897 10.8120715 0.2441564 8.6478376 NA NA 9.0937812 9.0791130 9.8673873 8.9410828 9.1459879 14.5747989 14.3645423 0.2441564 11.5819231 14.1060424 9.7800387 -0.3408061 2.8290783 0.9810489 -1.3408061 5.6016668 14.6202182 9.2478675 6.9352770 10.5768979 NA 8.2553426 9.3387121 10.3964002 9.5854490 7.0891877 11.1049437 8.8649463 10.4644938 9.6713654 8.0276594 9.8686062 7.9788248 5.4690817 8.0852292 11.1701643 0.00222260 0.00903450 0.00583420 -0.00318270 0.03172100 0.00125130 -0.00345950 0.00319430 0.00056863 -0.02835200 -0.02835200 -0.02835200 -0.02835200 0.00222260 0.00222260 0.00222260 0.00903450 -0.64715000 -0.64715000 0.00583420 0.00583420 -0.00484290 -0.00318270 -0.00595440 -0.00041259 -0.01312300 -0.00594890 -0.00733060 -0.00345950 -1.02240000 0.00014189 -0.00415130 -0.00415130 0.00000000 0.00016938 0.00652950 0.00056863 -0.02835200 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.65 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.65 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 8.1709055 10.8743826 9.1113942 14.0663543 8.7479412 0.6591939 0.9810489 9.3182570 10.9668120 2.6591482 9.4543809 7.0896051 9.7565266 11.7225480 6.9118186 7.4568144 7.7090018 9.1629786 7.7492654 8.5780160 10.9235955 9.2885095 5.9900699 8.4405125 10.1216552 10.6829073 7.4632840 6.2590653 11.4090224 8.5705449 12.3161240 3.1827082 7.5233393 8.6980719 4.6133489 10.2492721 8.4006199 9.9923083 8.1689278 NA 9.8452672 8.1689278 4.3030062 9.4347631 5.4920422 10.0509336 9.7598153 6.6133489 8.2627794 10.3802521 7.1429688 12.9331670 10.7624408 9.7332943 12.9892295 13.9850205 6.6016668 8.7198488 9.2127821 8.5509364 8.7346321 8.7961441 5.5417967 4.8879736 13.2859457 9.0948233 8.2793729 4.7466137 4.7676760 10.4596484 7.6335678 12.5348063 9.8102519 11.8133381 9.6513833 7.8265714 5.8908552 7.5509368 11.6483700 16.0108859 11.6118778 10.3600261 14.3840398 9.4503157 0.2441564 10.5417960 9.8183936 9.4454226 8.9810809 8.5554853 8.2683315 9.9737361 12.3346690 10.8502122 11.7366329 1.2440955 6.0854183 6.8879712 15.6154448 12.3428055 12.5431326 10.0227402 -1.3408061 NA 11.3153543 12.9361497 10.2839667 8.5735381 10.4681171 10.903219 11.922422 10.735300 9.737304 5.670381 10.650320 10.696357 5.858826 8.620603 13.317077 7.700812 6.897557 12.806115 9.528747 10.798065 9.507776 3.303006 13.530673 6.106070 6.746616 9.934445 9.796144 8.168928 10.506602 8.466556 8.656473 5.414041 12.952696 9.885565 9.438051 10.690854 10.606425 10.238940 10.284405 1.981085 10.072252 4.848978 11.548026 8.711721 8.575032 8.652091 8.396975 12.211582 1.829078 10.032562 3.414041 11.303009 10.401883 11.188339 13.498012 12.168928 8.560020 9.311102 10.710022 10.908361 5.151006 9.347403 8.922422 2.829078 8.661813 NA 10.652445 12.201406 8.520240 4.907078 8.255343 8.234692 9.508558 TCGA-B8-4619 58 0 NA 523 kidney stage i t1a n0 m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 1 4 1 NA 1 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.165753 -1.128156 -0.128314 NA -1.128156 10.557769 11.186290 7.331138 2.572138 9.329087 8.636578 10.045384 9.227058 11.491010 9.162877 4.000992 2.871706 10.553823 4.572144 8.180045 5.501063 9.262950 9.204862 1.679063 9.308418 8.554701 8.827356 11.296923 7.880135 5.666123 10.642759 8.447246 8.520963 5.717197 4.802441 9.220435 8.129094 0.456701 4.081161 9.203743 0.871686 9.213781 7.953855 5.666123 11.204943 11.775965 10.721893 9.207097 13.083063 9.273653 6.515563 5.501063 9.922916 8.843250 7.000989 3.247441 6.698255 9.642371 8.999701 9.626594 10.060913 9.683081 9.866060 6.464163 13.231868 10.413287 NA 11.316721 9.715620 8.831708 NA 4.572144 12.207655 8.216003 13.888950 5.100524 7.379501 10.882235 9.145502 6.853616 2.041628 9.454789 2.331132 0.871686 9.673415 5.175489 8.565193 10.504702 11.508784 8.435856 10.063999 9.589383 11.796291 9.943839 9.803183 13.954355 4.754348 11.458696 12.026050 10.115476 6.691886 10.547223 0.871686 3.331132 3.825908 -0.128314 0.456701 13.546451 3.193630 -0.128314 10.149575 10.175487 1.871725 6.710910 8.703014 11.826812 10.443459 12.314394 7.802444 6.860392 10.437761 3.825908 3.679063 5.937796 0.456701 11.249730 13.816510 8.596220 9.501063 10.074443 5.229257 9.989999 7.375532 9.665082 14.779583 9.170915 5.395268 10.614669 11.688690 10.778221 10.740529 10.341348 10.414738 7.322918 9.165178 11.286688 12.253925 9.351487 10.346933 11.998572 4.426298 1.679063 10.142586 10.878033 14.401432 6.720768 10.681877 8.871707 12.509577 6.238028 9.982842 10.754350 11.030632 8.789183 2.959177 5.501063 10.842891 -1.128156 6.735893 9.309459 7.046632 12.231731 9.050371 7.717197 10.529472 11.393307 10.154216 10.976305 9.287448 11.445590 9.227058 4.848988 9.107721 7.643196 1.456648 2.572138 3.572150 12.046320 5.585951 7.916101 7.516645 4.041628 3.871706 NA 11.533039 10.019548 10.972369 11.233924 8.666122 11.361695 6.742441 10.836047 10.439187 11.363059 9.924954 10.415705 10.239667 1.679063 7.977615 NA NA 10.054722 8.211556 9.186856 8.180045 9.151317 12.040379 13.844642 -1.128156 9.772573 11.211278 9.072605 -1.128156 4.825903 -1.128156 -1.128156 8.914734 13.728083 7.726575 8.973669 11.857549 -0.128314 9.229259 9.105746 9.788333 9.938469 7.375532 11.573230 9.425336 10.875576 9.849495 6.953855 10.531703 8.825903 4.544133 8.643840 10.161149 -0.6485800 -0.0056757 0.0000000 -0.0041546 0.6086400 0.0134920 0.0088920 0.0518140 0.0633660 -0.0602110 -0.0602110 -0.0602110 -0.0602110 -0.6259700 -0.6470500 -0.6485800 -0.0056757 0.0000000 0.0000000 0.0000000 0.0000000 -0.0123000 -0.0066432 0.0011093 0.0011093 -0.0064086 0.0098669 -0.0039458 0.0074065 0.0053106 0.0053106 -0.0042929 -0.0042929 -0.6515500 0.0239870 0.0074866 0.0633660 -0.0602110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 -0.649 0.000 0.000 -0.653 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.609 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 -0.649 0.000 0.000 -0.653 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.609 0.609 0.000 0.000 0.000 0.000 0.000 0.000 9.512855 11.927328 10.308418 6.843250 10.205421 NA 1.193646 9.374538 10.414738 NA 6.916100 4.959167 9.551187 13.426415 4.679063 4.937796 7.302159 8.988051 5.000992 9.706178 6.748224 8.723455 -1.128156 10.322918 11.213503 12.764629 10.514661 NA 10.695472 7.175488 12.315133 3.119638 7.224854 8.542363 4.395268 10.417636 9.327034 9.640718 8.289559 -1.128156 10.525895 9.400161 9.906506 11.119931 3.871706 10.080551 8.609799 6.363560 5.626594 9.653066 6.653066 14.010418 11.434664 10.063383 13.656853 13.503225 8.430127 9.727354 10.331650 4.754348 10.211000 9.342365 8.310498 7.143170 11.897711 8.672606 6.659609 4.754348 1.456648 9.906506 9.378510 12.616330 8.873115 13.954355 9.272586 10.527685 4.986488 9.784596 8.817151 12.610749 12.314394 9.812020 13.167260 10.455730 -1.128156 9.328061 9.889907 9.544132 9.817150 10.778221 8.251085 8.868886 13.983983 8.696665 12.000506 4.871706 6.363560 7.467897 13.128728 11.351739 12.461826 4.704595 -0.128314 NA 9.746688 11.543911 11.216979 6.544131 11.519165 10.897884 13.616593 10.697858 11.647111 4.599627 10.285334 8.036614 5.193634 10.233650 11.740915 4.572144 6.138493 12.610742 9.342365 11.842172 10.308418 2.456675 14.877770 5.107433 7.143170 8.026626 8.416671 11.107721 9.862520 10.148994 9.294822 4.515561 10.447718 8.701429 7.885727 10.753203 9.435856 10.710517 12.070765 -0.128314 8.469759 5.395268 13.171925 9.989999 9.926989 10.074443 9.414468 13.421190 4.041628 10.392325 9.210443 10.878033 10.920534 10.830259 12.231731 12.312705 9.810551 11.445590 9.259724 11.112015 8.041632 9.722675 10.293246 3.119638 9.178907 NA 11.443696 8.993991 10.000990 1.679063 9.229259 8.552945 10.096311 TCGA-B8-4620 70 0 NA 777 kidney stage iii t3a n0 m0 19-3-2015 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 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8.6761433 7.0673343 13.5088258 11.3268420 2.9153297 11.4879259 11.6329370 8.3692876 -1.2546336 10.0261768 10.6092051 7.2372587 10.4062932 9.6455179 8.9609391 11.5745341 9.7183858 9.0330838 3.8746888 9.4801156 6.1291099 NA 9.4248860 4.5267637 7.8976906 9.2999949 10.6014424 8.8235567 9.9364651 7.9742247 12.0138631 9.2261961 9.9084265 12.9903644 1.3303863 10.5730901 10.8151914 10.2556756 8.1226163 9.5853969 NA 1.0673634 0.3303289 1.0673634 8.5830339 13.9757267 4.6033890 5.5655850 8.8434381 9.7698530 2.6523029 6.0215308 12.2035562 11.1422783 9.3218902 12.1462827 8.4699197 8.2806812 11.3244862 6.2048372 1.5527705 1.5527705 0.3303289 9.6111392 13.8528274 9.1966171 8.6820441 9.0718353 8.0807962 10.3915146 8.3784011 9.3611551 12.4689602 9.4493096 5.9933324 10.3584725 10.0746416 9.7183858 11.6217310 13.1874423 11.6707749 9.3313075 9.1073497 3.8430190 11.6979652 8.9548593 10.1658926 9.5885419 4.0673376 2.5527705 8.2432578 11.6453293 9.8642886 7.0760983 11.3474088 9.1269489 11.5357545 6.9302808 9.9820181 12.8222215 9.8275550 8.0057138 5.7454068 9.1344995 11.3211815 1.3303863 11.9544023 9.6424951 7.4868728 12.8655628 9.4767249 8.9364651 10.7499776 9.8121678 9.7608211 10.9143162 8.8473816 9.2903705 7.5069573 1.9153297 10.9246931 7.2048372 2.9153297 4.1377248 3.2689733 10.3706582 6.7054084 11.6145448 6.8349893 6.5333079 NA -1.2546336 10.3023909 10.3308380 10.7908243 11.2007332 7.1073500 9.4741257 5.3859418 11.7630843 10.4218039 12.0775824 8.7870651 9.9284210 10.1150033 -1.2546336 7.4388933 1.0673634 NA 9.9103129 10.0548822 8.9802233 8.8061020 8.8235567 13.9097237 12.7573320 8.8875131 10.1711464 13.5431181 9.9933334 4.9742264 7.0304387 NA NA 7.1800344 15.2490764 8.8682339 8.9682008 11.5535657 NA 8.1800340 9.1266245 9.8591480 8.5414455 7.6761433 11.3143121 9.6280490 11.1212599 10.6192345 6.7054084 10.9515046 8.3964575 3.6522914 6.7798191 10.3322457 0.00583090 0.43767000 0.48217000 0.46109000 0.44681000 -0.01340200 0.00293530 0.00513590 0.00750000 0.00000000 0.00000000 0.00000000 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6.954859 10.122616 3.137717 8.019202 10.304783 10.896105 8.963364 6.811495 12.238636 7.536569 12.031492 1.745409 5.864347 7.510278 8.803398 11.337396 11.5981305 10.3906141 7.3038264 2.9153297 11.2877124 8.7566334 6.8114954 10.4682135 4.3601184 10.4288393 9.9222025 6.6095925 6.5267653 10.4340934 8.1695723 13.1455516 10.1981620 10.4493095 13.3236017 13.6422903 7.6632855 8.8746891 9.5535657 8.2412610 9.2894043 9.9784263 4.4178323 6.1716712 13.8976512 9.6203874 9.0752024 6.9597250 3.3892639 11.0729586 9.4213630 14.5450164 9.4784212 12.9903644 9.3946620 7.2845650 8.7970091 9.9688044 12.5816536 15.7829636 12.1462827 11.9542499 14.0860211 10.7670800 1.7454095 11.2494801 8.0098488 10.2417605 9.0331185 9.7183858 8.6157705 9.8558893 12.9657087 10.8394836 11.5891308 2.8328698 5.8114942 5.0491864 15.0615490 10.5373828 12.8119997 6.0521963 0.3303289 NA 12.1926184 12.7324923 11.3157313 7.7815794 10.5222502 11.5613896 12.8495952 11.5806669 10.2073969 7.0582894 10.5916799 12.0992420 6.3747630 10.2704373 11.8082397 6.8114954 7.1590337 12.8160175 8.9536404 12.0098486 10.4746018 0.3303289 12.5783948 7.2085621 6.1632592 7.7637734 9.6597912 8.8669395 10.5511498 8.5955928 9.6754040 6.0582884 10.4488770 9.9838106 10.4910802 10.3942129 10.2645507 9.9921465 11.3237786 2.0673289 10.8023823 10.4071840 12.7756903 9.4673596 7.0168684 9.0718353 8.9888179 12.4950659 3.6996072 8.1484181 3.7454095 11.6453293 10.5271754 10.9712159 12.8655628 11.3121736 9.4071840 9.2903705 10.6665030 10.2309385 6.4036171 9.6842503 9.5679768 1.3303863 NA -0.2546336 10.7569826 11.0666012 9.5695691 4.8539308 8.1800340 8.3729399 10.2114824 TCGA-B8-4621 63 0 NA 788 kidney stage i t1b n0 m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes 40 NA black or african american not hispanic or latino 82.56.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.75448557 NA 2.24132157 7.71998426 6.75763136 5.21148730 10.75434865 7.60805518 11.97814882 10.99748288 10.07166856 9.57556458 8.21467611 10.71548956 8.94301731 5.22419852 12.95253729 0.71325590 4.49983313 -1.60867219 6.01336176 10.47910331 10.01244506 7.77932605 4.17267152 9.40950910 8.98376604 9.73227174 11.04101431 10.32978591 8.83425265 5.68592894 6.62012743 9.96684831 7.10211534 11.76621263 7.26782603 10.19584339 9.38495509 4.81757210 11.52509342 8.70759070 9.77122880 10.43194121 7.63923651 8.92658450 11.53431747 9.34228028 7.69508976 4.03516640 3.60075739 9.25472087 8.77177006 3.91487063 8.18897055 10.30718840 4.58113428 9.84817676 10.75462248 6.60076185 11.82188047 11.37465894 11.10168500 7.44659122 15.83115613 8.67902153 11.02883958 4.73116151 10.06107992 7.29519128 3.47877771 2.84416467 8.79857678 10.27547959 8.32794689 9.06638389 9.84097363 9.20829265 9.95402847 6.28005249 13.48670604 11.52091401 NA 11.11731427 10.33828835 8.70078544 NA 7.33675290 10.93482423 7.55621557 10.95307430 7.98002359 9.74996024 10.60593170 8.55495869 10.19337295 -0.60867219 9.29594361 -1.60867219 -1.60867219 10.45537808 2.63923216 8.18897055 10.18937575 9.96684831 8.70985167 10.05575625 8.75434873 12.37886795 9.18409925 9.98982689 14.24783181 1.56125281 10.79074182 10.91585070 10.69137556 9.20989123 10.84792012 -0.60867219 2.71323390 5.49983313 -0.60867219 4.03516640 13.39201329 9.93530740 11.69494708 9.77122880 10.56404905 6.46277218 7.69051697 7.36572403 11.77001028 11.57416889 11.15702400 7.44930054 10.15369110 10.83399336 2.71323390 2.71323390 6.15949397 -0.60867219 9.62492866 13.14854274 10.66306384 10.39236530 9.50570201 5.76634868 9.48009726 7.12940152 9.51631561 12.68132785 8.83942522 4.88316135 9.64150683 10.65311010 9.45268026 12.30933367 12.49934335 11.58221397 10.45537808 8.63498271 6.67462872 12.11368966 9.20509018 10.11240823 9.33748432 7.89314618 -1.60867219 7.97627140 10.66335556 0.01421244 9.31470332 11.29179847 8.25239579 10.46578504 8.08479617 10.36392984 11.99690429 10.53628588 9.27600619 3.78362428 6.85074068 10.43296817 -0.60867219 11.51251871 8.37857318 7.14285349 11.90071291 10.87033135 10.12559518 10.61259403 9.63388779 9.56311121 10.65513865 8.90897829 10.44625240 9.67844415 4.74885835 9.69623069 3.52059825 0.71325590 7.60562841 2.63923216 11.23993196 1.19868273 8.89215086 5.05280278 4.54105634 NA -0.02370969 11.25433374 10.16650771 10.62971379 10.54486101 9.81966914 9.26849334 6.66445155 7.68592964 10.84380770 10.78657537 9.52059197 9.94157483 10.46277136 8.09001394 9.18897055 1.19868273 -1.60867219 9.80546562 8.15618069 8.99493549 8.90996207 9.22972514 13.53994448 10.66393883 1.56125281 10.70872163 13.68381040 9.63804957 -0.60867219 7.08556275 -0.02370969 0.71325590 8.01336064 13.62982572 8.76743433 9.00509846 10.85202085 -1.60867219 8.60684193 9.55870827 10.16568424 9.10211534 7.56623446 11.69708580 10.36894673 10.50797784 8.97217998 5.22419852 8.68247954 8.85483348 4.13466452 6.28029567 10.38530883 -0.00327120 0.02919000 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9.18978083 10.70389138 0.71325590 8.74335238 6.15286079 9.13361849 14.66750613 6.70872111 8.11922958 6.96495652 7.76417429 7.56623446 8.00417776 12.22666865 9.47146042 4.29819640 9.85125291 10.81704944 10.38601604 4.94589794 11.14222534 10.87108928 8.29669600 11.98094376 5.40253460 7.39412395 8.53978578 7.02793363 10.50374853 9.64810731 10.23640699 8.82280661 0.97629031 10.26590625 8.45470397 9.92415186 10.83269701 4.91487063 10.71098116 9.60380547 6.40811741 4.34550283 9.85738545 4.65809721 13.99104755 10.90700886 9.73060226 13.09494227 12.83114380 7.61772090 8.65809542 10.78577171 9.35709339 10.25084377 9.74721064 4.14619901 4.58113428 12.88334995 4.89910311 10.37001952 1.19868273 -0.60867219 10.62132947 9.58051580 12.93705784 8.64515655 14.24783181 8.88115710 9.74996024 4.65903401 10.26244420 10.40008776 15.17181034 11.15702400 12.76532962 12.01015333 10.67584398 -0.02370969 10.10555447 9.86196792 11.61651645 9.15949346 9.45268026 7.29819915 9.55558746 13.39447552 10.53596730 11.61455508 5.56123448 6.00601969 8.19544013 12.92613713 11.73018463 11.98726575 7.35997616 -1.60867219 0.39132781 9.94685672 12.62956447 10.55588286 6.31017286 10.97462689 11.25781522 12.72551246 10.07166856 10.71548956 5.48934062 10.26897656 9.98656652 4.39130718 9.89811250 11.63156819 7.10211534 8.14452569 12.28507315 9.18002724 11.22656994 10.25239591 1.85075943 14.21462650 7.99730709 6.62971361 7.67885996 8.80493703 9.33455643 9.92901276 9.46075874 8.62971361 8.48670593 12.10802132 9.36787315 9.17184881 10.37928359 10.11539654 10.79138791 11.06550129 2.39130031 10.48208310 4.06373589 11.71520116 9.40881332 7.96873763 9.50570201 9.81659315 12.55275585 6.55621634 9.43433632 -0.02370969 10.66335556 10.72138556 11.11304910 11.90071291 11.48999909 8.83632372 10.44625240 10.28043267 9.84242735 8.96306166 9.13866295 9.34623226 NA 1.56125281 -1.60867219 9.30868100 10.59043838 9.43706874 0.39132781 8.60684193 8.80916167 10.33162260 TCGA-B8-4622 57 0 NA 700 kidney stage iv t3a n0 m1 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 63.60.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.6166124 7.5656459 6.2907045 2.5393077 8.9418751 9.9342418 8.9214292 9.6542705 8.4183924 8.2129234 9.4843456 6.5051033 13.6303085 11.2771908 NA 11.2638032 11.0765845 7.6643029 NA 8.1549932 11.5854775 8.2867135 10.2139746 7.8730079 7.0576452 10.8400265 8.8352527 12.0333956 3.2502946 9.5656457 NA NA 10.0069981 5.2171221 8.1329331 9.3464065 10.6685262 8.3163793 8.9868458 8.4632840 12.6462148 9.3348570 10.0605698 13.1282714 -0.2090612 11.2986037 10.8836158 9.7134431 8.7230735 9.9645357 NA 2.4912887 2.8783134 0.3758457 8.2044865 13.9738736 6.0669825 12.0421931 8.6332089 9.3454474 4.0762598 6.8407074 10.9834597 11.2974141 9.6046398 11.4674218 9.6519456 8.9355169 10.9223940 6.0100279 6.0003110 -0.2090612 -0.2090612 10.6014302 13.7673332 9.9862309 9.7738521 9.4292946 7.4092441 9.9143334 7.6078422 9.4889815 11.2423273 8.9316884 5.2986547 10.4143972 10.1986574 9.3814456 11.9720108 12.5429256 11.4340384 10.4860869 8.6340574 3.0010996 11.2466995 9.0704693 10.7692115 10.2430998 7.0762609 NA 8.4365171 11.3949485 12.0400861 9.8295033 11.2034285 8.7978859 10.8464800 8.7022506 10.2353559 11.8001624 9.9272089 8.5161397 5.3607154 7.1351542 10.4051084 1.1127668 10.8813019 8.7171548 7.4912984 12.8762481 9.9911443 9.0136535 10.7056174 9.9582768 9.5179282 10.6953126 8.8173821 10.1223355 8.5102475 1.5982223 11.3942531 6.1037410 3.2502946 7.9431436 3.5982104 10.7749209 5.2665917 10.4215808 6.4109313 6.3222400 NA 1.1127668 10.6106385 10.3261340 11.0991976 11.1620907 8.0946393 9.4747218 6.0641887 11.5066062 10.2446437 11.6441681 9.1853212 9.9639110 11.4057985 NA 8.4092441 -1.2092280 NA 9.9000363 9.3521465 8.5966024 8.4632840 9.1082712 12.9360743 13.2493293 4.5722167 10.5807997 11.9259266 9.6480620 -1.2092280 4.6977516 1.5982223 NA 7.9757339 14.6467977 9.5515785 8.7037479 11.4362919 -0.2090612 8.3358231 9.3667949 8.7781225 9.3055727 7.8297779 11.2854642 9.9297703 10.5602832 9.8888907 10.1440054 10.5586293 8.5524097 5.0014825 7.4165679 10.1549932 0.00319100 -0.00406930 0.00180300 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2.4912887 8.2523381 5.3607154 9.3673429 13.5026331 8.3183358 8.4238538 6.7964835 7.2786985 8.6300625 8.4274834 12.0156140 10.0142571 4.5722167 8.0669831 10.0570595 10.4720970 7.2002493 10.7450549 12.1034580 8.4632840 11.8624550 3.9201408 6.7097221 7.1484105 10.8623210 10.7595254 10.5068206 10.4960590 7.5051041 -0.2090612 10.7048699 8.6565918 6.1745622 10.9072025 5.1658999 10.2436146 9.5507468 6.1484115 6.7037486 10.2155497 6.8132258 13.0902097 10.4676972 10.3842497 13.0388603 12.3378736 7.6550448 9.1240140 9.4694587 8.9632860 9.2946844 9.2296504 6.8352533 5.8569484 13.0680007 9.6917254 9.7752771 5.4347150 1.5982223 10.4423588 9.3026113 13.1228951 10.2165990 13.1282714 9.6292746 8.0364116 6.3166924 9.7922668 9.9507300 15.7053488 11.4674218 11.9833055 12.8990563 10.6134294 -0.2090612 11.1359866 9.4274832 11.2921982 8.7201170 9.3814456 7.9482054 9.8529048 12.9218313 11.2771908 11.5578016 5.4055670 5.7215969 6.4773584 14.1824046 11.1398633 12.6067422 7.7126996 -1.2092280 NA 10.8948020 12.4571936 11.4393982 7.5787614 11.0292633 11.438991 13.160592 11.412221 10.091783 7.515373 11.454861 11.486087 6.130709 10.365452 13.246439 4.673500 7.765273 12.837934 8.599823 11.626514 10.570988 2.960790 13.694693 6.472870 6.525568 9.340162 10.183713 8.921429 10.193871 7.975734 9.105578 7.501665 11.978365 10.643388 10.516225 10.428389 10.145108 10.713071 11.552825 3.038787 10.069889 7.960783 12.998785 9.270639 10.372530 9.429295 9.320152 12.667567 4.491295 8.867674 3.835257 11.394948 10.637524 11.300386 12.876248 11.184249 9.961410 10.122335 10.523450 11.094314 7.121776 9.729703 9.500804 2.491289 2.446203 NA 10.532747 11.849045 9.700752 3.697752 8.335823 8.343528 10.245672 TCGA-B8-5158 56 0 NA 636 kidney stage iii t3a n1 m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes 10 1996 white not hispanic or latino 68.55.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.72504649 6.31504628 11.45153795 9.42298183 11.86743308 -1.65653532 1.60202922 2.25038559 8.90574590 6.96921267 10.96944070 7.98193940 12.33076764 11.41546873 11.32364321 8.94805676 -1.65653532 10.03481093 7.93969322 6.40959290 15.32142076 -1.65653532 5.81923643 NA NA 10.09043772 9.58489093 7.57712364 3.04393938 8.74438314 9.29551687 9.09337293 11.74491652 10.66232889 8.50463549 7.91904267 7.31504719 10.52123462 6.34350376 11.23262730 4.98736180 10.51217572 10.60765294 3.70106105 12.20797997 9.78437278 10.39096845 10.32292884 8.08833721 6.85129805 10.46177962 8.65298010 7.79058700 3.09838587 0.92850298 10.41630617 8.85821759 2.04393938 5.68335398 10.42332174 0.92850298 9.65297992 8.60677273 4.36587447 11.87981522 12.47439589 10.82151483 10.07439826 16.57474356 8.47020820 9.28161295 4.49325023 8.95821339 6.81517833 6.38789842 1.15088457 7.35193216 9.24110702 8.38926349 9.53023699 8.02649799 8.28014160 9.55842990 7.29769950 13.72159523 11.27294698 NA 11.62514394 10.67035157 8.17481086 NA 8.76871961 10.93502600 6.97649882 11.02254384 8.92376216 9.88943339 11.08075099 9.26534453 12.63288136 2.15085209 9.68391011 -0.07157282 NA 9.60735972 3.59142810 8.52837909 9.28528476 9.80651708 8.91335918 9.69444286 8.72071419 12.05819133 9.08075092 10.16965485 13.34623076 -0.07157282 10.72485462 10.98261817 9.49768880 9.75289457 10.83885906 NA 0.34346468 -1.65653532 -1.65653532 8.45984756 13.53143557 9.09337293 12.05892944 8.67217851 9.16288448 5.28601986 6.90192399 10.92116851 11.20575355 10.29442397 11.58934301 8.20614112 9.59616907 10.72828738 2.92846508 3.80293764 6.05086298 -0.07157282 10.48177542 14.56929475 9.53085576 9.95729303 9.02034218 7.83335186 9.55173806 7.61263042 9.02280777 6.84334951 8.01238877 4.51342758 9.39414818 9.64328405 8.69444286 11.48768385 13.49966573 11.25620586 10.34279906 8.90765322 2.17133495 11.50715331 9.39130912 10.70927926 9.71745623 9.23376801 NA 7.32649690 10.13629394 9.03894066 8.38621645 11.78890651 8.21848477 11.28565155 8.60911852 9.92046035 12.63366651 10.00572699 7.97871389 5.22614627 7.42565232 10.23338780 -1.65653532 11.59705567 7.48561037 7.36864352 12.47969373 10.61613343 8.67329989 11.19173536 9.83635828 8.84434548 10.97462159 9.01504478 10.28161295 10.10255959 0.66539277 10.51842931 3.89809224 1.34352153 10.02912845 2.51344021 10.49578849 4.75289307 11.91119475 6.33025542 5.34350376 -1.65653532 NA 11.24964260 10.24738545 11.08644457 10.51374171 9.79471477 9.22395970 5.79677424 10.82378892 10.04913601 11.28638460 8.95821339 9.68613385 11.05817848 -1.65653532 8.14763487 -0.65653532 NA 9.69333780 11.19075676 9.33076767 8.55539209 8.81110909 13.67060010 12.29506156 6.84732926 11.06118006 12.99455533 10.36552458 -0.65653532 4.68335398 0.34346468 -1.65653532 7.68112524 13.37171188 9.18585391 8.85821759 11.58742139 NA 7.83935876 9.25779914 9.94620244 8.69001753 7.27719440 11.57382434 9.69720181 11.21058928 10.10283014 10.59794173 10.84459436 8.62543379 4.51342758 7.53616638 9.93315478 0.00541390 -0.00152430 0.02048300 0.33432000 0.00221930 0.17483000 0.00000000 -0.01715900 -0.02821800 -0.04955900 -0.04955900 -0.04955900 -0.05360600 0.00132180 0.00132180 0.00541390 -0.00152430 -0.32507000 -0.32580000 0.02454800 0.02048300 -0.17094000 0.00932090 -0.18081000 -0.18081000 -0.19625000 -0.28239000 -0.28239000 -0.33860000 0.00402430 0.00402430 0.00027728 0.00027728 -0.18810000 -0.00055444 0.01460900 -0.02821800 -0.04955900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.188 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 -0.325 0.000 -0.171 -0.171 0.000 0.000 -0.181 -0.181 0.000 0.000 -0.021 0.175 -0.282 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.188 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 -0.325 0.000 -0.171 -0.171 0.000 0.000 -0.181 -0.181 0.000 0.000 -0.021 0.175 -0.282 -0.282 0.000 0.000 4.867066 11.669652 8.925646 12.484333 9.761356 3.430968 2.735825 9.127320 10.460497 3.867066 9.269058 4.786445 8.614967 12.565770 7.703253 8.755015 6.286018 6.740109 9.330057 8.376927 12.684536 9.812128 6.786447 8.650705 10.446464 10.545015 7.229200 6.669932 13.146424 7.216948 11.898073 5.226146 7.280142 6.851298 10.050000 10.999482 10.5240345 10.3848205 7.8493150 NA 10.6343864 9.0858131 4.5529549 11.0592512 6.6242749 10.5268288 10.1917354 6.5234130 5.8592043 10.3089271 6.1827082 14.0126655 10.8098351 10.0172544 12.7085274 11.7117373 7.8413555 9.0413399 9.8034474 9.0282523 9.3665648 9.8111093 5.4830547 4.0983943 12.7864471 7.8049828 9.2292000 5.3878967 2.0439394 11.0963024 10.2951526 12.4023410 9.0008220 13.3462308 9.2638565 8.1732264 7.4013062 12.2681306 11.2436157 16.8669278 11.5893430 11.9436489 13.3787753 11.1954478 1.8029376 11.4961054 8.0300044 12.0063945 8.9882612 8.6944429 7.9655552 10.2593830 12.7717329 11.5043205 11.8346039 0.6653928 7.1732264 6.5033742 13.7927284 11.3353797 12.5340228 6.5723228 -0.6565353 NA 11.2986086 12.8171460 11.7899395 7.0335012 10.9336228 11.14662570 13.15025462 11.32364321 10.03481093 7.12813871 10.02825226 12.24945467 5.28601986 10.46179588 13.44371423 6.34350376 6.85129805 12.62542135 9.04567640 11.78502135 10.15728478 -0.07157282 13.05855399 9.03919297 7.98012815 8.51834196 9.45594321 8.96097122 10.19447173 7.72720778 9.06801751 6.88653552 12.41051776 11.26236685 10.03437462 10.49070851 9.62948376 10.71555245 10.78099563 2.66543825 10.20459058 5.95821397 12.66954402 9.42298834 9.88023645 9.02034218 9.50537233 12.77721945 7.07821273 8.10339168 1.15088457 10.13629394 10.69057127 11.53533395 12.47969373 10.96074149 9.39403261 10.28161295 10.97058148 10.47979946 6.02298471 9.63352239 9.37623806 0.92850298 -0.65653532 4.49325023 10.88266246 10.16819987 9.79780287 4.53332662 7.83935876 8.42963981 10.57832108 TCGA-B8-5159 61 0 NA 722 kidney stage i t1a n0 m0 19-3-2015 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 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10.9448683 6.8425150 NA 3.1317047 12.5350533 7.2138576 10.2228131 8.9486919 9.6419780 11.3578194 10.0609667 13.0663336 2.5240135 9.0158789 NA NA 9.9474919 4.7464203 8.4066689 9.6877354 10.7699180 8.4377700 9.2018294 8.7988198 11.4478145 9.5885760 10.3763695 13.0625381 2.3016462 11.1016956 11.0589307 10.0967711 7.8681101 9.9826765 -1.8682788 -0.2833163 0.4536493 NA 9.0572629 13.8505622 11.0539211 13.0174047 8.7176099 9.0550359 3.8865989 6.2661344 10.0705527 11.3570664 9.8668412 11.4338174 7.4147968 8.5818886 10.8164570 2.8865892 -1.8682788 3.1760993 -0.2833163 8.6728051 14.0584908 10.2642081 10.4793297 9.3551068 6.7899196 9.8085469 8.2686997 9.2194231 10.7173751 9.2808204 4.8998910 9.9583561 10.1832572 9.1747357 11.1237615 12.2206622 11.2098591 10.2622789 8.7325504 4.2020964 11.5230862 8.8998925 11.1290643 9.3949775 9.2972435 NA 8.2058499 11.3221503 12.2229454 8.6594590 12.2766851 9.5315203 11.8935712 9.2763666 10.2824076 10.9398681 9.4991232 7.2000030 5.6862960 6.4581375 10.6099724 NA 9.8138251 8.9382579 7.4693300 13.0643383 9.8032493 8.7746625 10.6913244 10.8623907 9.3599259 10.6345898 8.4804364 10.1499085 10.2738154 0.7166837 10.5813729 7.0020735 2.7755563 9.4423211 4.5240261 10.7415797 6.0859047 8.8085469 5.0925204 3.5911408 NA NA 11.0082253 10.2231438 11.5931878 10.0001451 10.1940919 10.0276509 6.0891591 11.1148801 10.4892603 11.8413307 9.4257547 9.9232783 11.7636811 1.4536493 7.7316211 NA NA 9.8098683 8.9677586 9.1154146 7.9927951 9.0318203 13.3153049 13.9973450 1.8321609 10.6843775 11.8946094 9.7491757 NA 2.3016462 -1.8682788 -1.8682788 8.2712599 14.6277975 9.0097592 9.1373329 11.8066729 NA 7.7482573 9.0467961 9.4337759 9.3387226 7.2085241 11.4471410 9.3545033 11.1410121 10.7397321 6.6708672 10.1418867 8.0859047 4.8210060 7.1188020 9.5605919 0.00000000 0.62416000 -0.00401620 0.70767000 -0.02055600 -0.01023200 -0.00041585 0.04202400 0.07210900 -0.13458000 -0.13458000 -0.13458000 0.54436000 0.04664400 0.00000000 0.00000000 0.66272000 -0.73388000 -0.71737000 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0.4536493 12.0364370 8.0340836 11.7464055 4.9130665 5.6786015 6.3605276 6.7574167 11.5607227 9.8719108 10.5936992 7.1175506 NA 10.8096481 9.1692553 6.6630898 11.1535558 6.1203934 9.8523802 9.8005934 5.7610645 7.0265257 10.4578569 6.9865770 13.8316061 9.6557602 10.4522268 12.5414307 12.7820870 7.7390387 8.9550756 9.9677587 7.7464183 8.9358392 9.3270806 5.0265257 3.8865989 12.3451164 7.8510969 9.7459581 2.8321406 2.7755563 10.3131712 10.3003805 13.0561961 8.1678817 13.0625381 9.0097592 8.9374521 8.1536184 6.8899310 9.6834166 16.1139778 11.4338174 12.1093460 13.9316476 11.0698177 0.1317212 10.8078858 11.5045734 10.9426816 9.5040292 9.1747357 8.3399426 9.6752235 12.8864393 10.5980397 11.9644965 5.9582557 5.6708658 5.8596292 13.9809859 11.6042723 12.5025319 7.1623752 NA -1.8682788 9.9783740 12.4654228 11.5809821 7.1032521 10.9269363 11.5125752 13.4190239 11.3128606 9.8485278 6.4171099 11.8047965 11.2229784 4.9896885 10.3683205 13.7294577 5.4263285 5.0385986 12.4520752 9.1788321 11.7094912 9.6582076 2.5911288 13.8456318 7.2741983 6.1706281 8.9189416 9.4078328 9.6300589 10.1808762 8.4228788 9.1243281 6.6355338 11.9285591 9.4496862 10.8986513 10.4999419 9.9249051 10.3081932 12.3595499 2.0386118 9.7724051 7.2506490 12.9897185 9.4508160 9.3165836 9.3551068 8.8675098 12.8704867 3.6862988 8.4592611 4.0143553 11.3221503 10.1730252 11.2120262 13.0643383 11.0522473 9.6390074 10.1499085 10.2619571 10.9244478 5.8111884 9.5616381 9.0690821 0.1317212 1.4536493 -0.8682788 10.5151427 11.3493268 9.3855557 5.1540768 7.7482573 8.5839496 9.6858175 TCGA-B8-5162 62 0 NA 36 kidney stage ii t2a nx m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.7378311 7.6225724 5.1574480 10.3558413 9.9941861 6.9053509 13.5829392 -1.3662433 4.8038108 -1.3662433 NA 9.9088482 9.4644028 6.6837357 3.4918659 8.3186364 9.7702380 9.2522732 13.2746974 10.9030143 9.6999768 6.7887053 8.4840745 10.1735311 6.1014925 13.3915381 8.6011141 9.9100120 11.0943436 5.8627068 13.0198174 9.7842695 11.0506852 10.6590272 7.5527505 6.3481333 10.4999765 8.5392748 7.5880842 7.1730465 1.2188432 10.3575486 8.4217901 1.2188432 7.4185222 9.6458137 6.2188509 7.5967839 10.9456359 5.7424132 9.3921109 12.0957507 11.4669754 9.7625264 14.8951746 8.6548676 8.4476689 4.7836348 9.2732284 7.3652070 9.4903132 1.7145313 4.3343251 9.1347295 9.2439896 9.3177595 9.4177044 8.0994541 8.5027101 7.3412466 12.8357818 11.2449124 NA 11.7249924 10.7294594 9.9687196 -1.3662433 6.2632448 10.4339787 7.1096207 10.6871348 7.2813459 9.2150881 10.7804564 8.9659242 8.1646842 2.0933235 9.3829190 -0.3660574 -1.3662433 10.0876727 3.9192924 9.0475155 9.3921109 10.2840419 8.3937757 10.1798174 9.9546882 12.4823150 9.4941988 9.7397961 11.9670430 2.8038057 10.5999207 10.5527509 9.9947347 6.8137966 10.2545657 NA -0.3660574 1.2188432 NA 6.3133674 14.0757619 5.2337999 8.0933193 7.9146584 9.5793314 6.1096217 5.8627068 9.2768419 11.0299572 10.1377134 11.8514001 8.5422801 11.0617242 10.6133128 3.3887819 2.0933235 1.2188432 NA 9.8530562 14.6515878 8.1652693 8.3221382 10.0907554 8.5512599 10.1985136 7.6891698 9.3476521 6.1257399 8.7683140 7.2226027 10.1090587 9.1613647 9.3273746 10.1416822 12.5123218 11.1510649 9.9864829 9.0943435 2.2696317 11.2956657 9.7365195 8.5165305 9.3089626 7.8433407 NA 8.5452796 11.3210446 8.3504844 6.5282806 11.4278973 7.9804012 11.6486056 4.6782804 10.1778862 11.7235037 9.9111750 7.7554471 6.7160361 8.1788521 10.4287096 NA 9.0186714 8.6700613 7.8457761 12.7917872 10.1831910 8.5467768 11.1096211 8.7708789 8.9250583 10.7543685 9.2197890 10.2122604 7.0933193 2.3343394 11.0858714 8.8530562 2.7213508 5.1730475 3.4918659 10.1903937 4.7424105 11.2391889 6.9006736 5.5527521 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10.0235190 10.3605315 13.1836723 13.2245916 7.2263448 10.3299858 10.3502784 9.9082658 9.6289482 9.9804014 7.1297425 6.3820810 13.2497471 8.2956656 6.3481333 5.7528289 3.8433407 11.8813702 8.8050644 14.0964219 8.6395122 11.9670430 9.0453987 7.3446945 4.9577985 9.3592539 12.0484408 15.4780294 11.8514001 12.4097037 13.3706595 10.8144185 -0.3660574 10.5172946 10.0229811 11.3003336 9.3160045 9.3273746 7.9262094 10.0999641 13.0102844 12.5076201 11.8317171 4.5880850 6.0002096 2.9558149 14.4836258 11.0588412 12.3064235 6.2705121 -0.3660574 -1.3662433 10.5730995 13.3061472 11.3282368 7.4762383 10.7593011 11.4665799 12.2725498 10.7378311 10.3558413 8.3221382 10.8329465 12.0829073 6.9422271 10.5321111 13.3217554 6.1014925 7.1177034 13.3101654 8.6197296 12.1591638 10.6021944 2.9558149 12.8932631 7.2944544 7.3887750 7.2152388 10.8642084 8.9239065 9.9765180 8.0559526 9.2541074 8.8100607 11.7215162 9.7766329 9.4715155 10.7795015 10.6367026 9.6324780 10.4564584 4.3618105 10.9496033 6.1730455 12.5307924 9.3142472 6.4217905 10.0907554 9.5712762 12.8013058 10.9068090 9.0902421 5.3203872 11.3210446 10.6186621 11.3373587 12.7917872 10.8016194 8.8602999 10.2122604 10.7727994 10.8689654 7.2849397 9.6631749 9.8427317 4.5407774 0.6338497 NA 11.4776125 10.8988228 9.1367195 6.3273748 8.7912345 7.6506956 10.3058709 TCGA-B8-5163 63 0 NA 822 kidney stage iii t3a n0 m0 19-3-2015 female 2010 4 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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10.5614880 6.7204495 12.2263709 7.1884622 9.9273426 11.4226363 4.2342637 12.9691744 10.0431352 10.5245555 10.5814310 7.5938863 6.6664385 10.1088058 9.1559316 7.5283455 10.1028158 1.9541591 10.5340124 8.6605304 1.1467855 5.2553270 9.5928522 7.1663931 8.2448347 11.5671578 7.0626819 11.7444212 13.1915810 11.6240551 10.3073045 15.6991041 8.6416584 11.3963607 4.8747232 8.8280413 7.1691704 9.4905437 1.7317480 8.0907825 8.4322049 9.3409441 9.1816018 9.2637964 7.8455076 8.6917672 7.6265830 12.9257012 10.8931071 -1.8530842 11.8508144 10.1603801 8.2644459 -0.2682954 5.2448338 9.7090452 7.2316110 11.5408634 8.5783002 9.8571787 11.2039484 9.8730209 10.9934312 3.5391216 9.4585510 2.3947336 NA 10.2799449 5.2965492 9.4269935 9.5918176 9.9075227 8.7924611 9.8895332 10.0202469 12.2157766 9.5551324 9.6270881 13.1449083 3.4687267 10.9036280 10.9773179 9.8214365 6.1911974 10.5564588 NA 4.0294441 0.9541218 NA 6.9701703 13.8799770 4.5730654 9.5185794 7.3683895 9.3104524 5.4596841 6.1240820 11.0073078 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0.316 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.310 0.310 -0.329 0.000 0.000 0.000 0.000 0.000 0.000 -0.309 -0.309 0.000 0.000 0.000 0.000 0.327 0.327 0.328 0.000 0.000 0.000 -0.246 -0.246 0.000 0.000 0.652 0.652 0.000 0.000 0.000 0.000 -0.019 0.316 0.000 0.000 0.000 0.000 9.7978544 12.0366869 9.4333605 9.7996477 10.5245555 7.0566962 2.7906678 9.1326447 10.5944026 4.5043534 9.1383245 6.2342656 9.4488704 13.4829257 8.9050259 9.4065460 6.6898345 8.1538302 9.6815919 8.0849120 12.4892247 10.0059493 7.6426575 8.8455073 10.0867491 11.3769733 9.2631466 0.1467855 12.5653801 8.5540704 11.8689539 4.1911994 6.5348196 6.7834278 6.9215899 11.6871730 11.1683033 10.4955309 7.8280413 0.7317915 9.9289820 9.0171675 4.6225380 11.2140691 6.5772551 10.4644980 10.2510739 5.8949948 6.9637862 10.3926525 7.9685769 14.0969713 10.1393871 10.5848148 13.4792589 12.3350052 8.1197826 10.1656983 10.8103608 8.4676031 9.5741155 9.5288864 7.3117093 6.2500899 13.3209872 9.2683364 8.7522823 6.6975500 3.7615087 10.8220983 10.0194776 13.2531203 8.8411605 13.1449083 8.7752481 7.9907240 6.3715275 12.5661046 11.2823517 16.2235506 11.4074665 12.4671802 13.6516528 11.1793651 2.4687397 10.6686485 10.2780167 11.4571315 9.1425699 10.9577760 7.7242314 10.1244405 13.3292747 12.2615211 12.0519076 6.8227595 6.3117102 5.8949948 13.5368716 10.9316421 12.6578759 6.8262828 -0.8530842 NA 10.5954353 13.1129477 11.8274919 7.0355458 11.1940971 11.4609611 13.3126911 11.0359264 9.8541618 8.0716152 9.4591185 11.3394038 5.9477036 10.6973090 14.0475045 6.7204495 8.6205083 13.4165098 8.8558866 12.1784178 10.4345151 1.3167250 13.1650029 8.3484365 7.5455468 8.1868595 10.7492697 9.1489145 10.3644575 8.2709241 9.1715546 7.7261187 11.4692943 10.1219342 10.0611878 10.3568652 10.6361490 9.6625026 10.9472982 4.1240799 10.5591079 6.0233197 12.4735826 9.7237594 6.9954257 10.4740747 9.4671576 12.9178279 8.1580300 8.3366275 4.7317643 11.3920583 10.5018785 11.4664748 12.5389189 10.5369717 9.5315865 10.6706097 11.0277254 10.4093322 7.0686439 9.4602527 9.5803882 1.4687397 0.9541218 NA 11.0867492 10.2521875 10.1053554 4.3366262 9.1205002 7.8315511 10.1383245 TCGA-B8-5164 65 0 NA 26 kidney stage iii t3a n0 m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes 40 NA white not hispanic or latino 68.55.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.2767497 7.1682238 9.5208192 -0.2467378 9.4131826 8.1238741 3.0261981 12.0219186 13.9689723 11.5725674 8.8291113 14.8232935 8.2221501 11.3439295 4.5776161 8.8102757 7.4513125 4.5944888 1.1681927 8.7333262 9.5594677 9.0493381 9.4495746 9.0385887 8.1822444 9.6388830 7.3026508 13.4726467 10.8441811 0.4901593 11.8279970 11.0394883 7.3873927 -1.8318715 2.8686670 11.9382685 7.6680702 10.9001795 7.3873927 6.5476025 10.8262123 9.2329667 10.6658663 0.4901593 9.3970427 NA NA 10.3700416 5.5691022 8.0736109 9.8781694 9.7039854 8.5733654 9.9711443 9.3306153 12.1762508 9.3727952 9.8986942 13.1643444 -1.8318715 11.2184196 11.2894338 9.7208932 7.4765631 10.1720933 -1.8318715 -1.8318715 -0.8318715 NA 6.6839238 13.3828847 7.6819517 13.2103109 7.7015539 9.3586661 5.2871657 6.2126180 11.2241843 11.5896315 10.4625576 11.7400964 8.4090154 9.8621465 10.4799724 2.3381391 4.9755797 0.1682569 NA 9.4042383 13.6411370 9.1822446 10.4021433 10.0870873 7.5432639 10.2910521 7.3481333 6.7745552 10.9749751 8.2343131 4.5605438 10.1501160 10.1347296 9.7131885 11.4158549 11.3395573 10.9981450 11.1698082 8.5821480 1.2073931 11.1180508 9.5136293 11.2465417 8.9355809 9.6839240 -0.8318715 8.0630418 11.1611624 8.6746012 8.0017465 11.3973433 8.5202674 11.9916908 6.1569082 10.0649348 11.3629809 9.3287259 7.9620226 6.0989606 5.5860772 10.7376051 -0.8318715 10.1871197 7.2845678 8.1033891 11.8094856 10.1685762 9.9483537 10.5524682 9.9593869 8.9860073 10.6744771 8.5871309 10.5626868 8.9256141 -1.8318715 10.6176307 6.2180720 2.2556820 6.3280950 3.3381534 10.9947725 5.1107391 9.5476025 5.8742019 5.1107391 NA -0.8318715 11.1311201 10.1947475 11.3340732 10.3632886 9.7447084 10.4898675 6.1776049 10.7051998 9.9544937 11.4752825 9.5481439 10.1372508 12.6788646 0.4901593 7.9231117 -0.2467378 -1.8318715 10.1412039 9.3236747 8.2248617 8.5871309 9.3940341 14.1050460 14.1834213 NA 10.8703968 13.4265325 10.1565537 -0.8318715 5.0751133 1.6276535 0.9755568 8.5508480 15.2166790 7.3280950 9.4940917 11.1127532 -1.8318715 8.7847729 9.4010766 9.4256118 10.0401293 7.6132392 11.8095985 10.3462664 10.9703365 9.8437402 7.6600772 10.5503077 8.4185227 3.8451689 7.3606399 8.9642637 0.00513590 -0.00041585 0.00819590 0.01014600 0.00277450 -0.38627000 -0.00346270 0.00138680 -0.00954260 -0.05293600 -0.05293600 -0.05293600 -0.05293600 -0.38100000 0.00513590 0.00513590 -0.00041585 -0.38481000 -0.37930000 -0.37930000 -0.37752000 0.00499690 0.00180300 0.00917050 -0.00234660 -0.38627000 -0.00221680 -0.00221680 -0.00539340 0.00124810 0.00124810 0.00210890 0.00763920 -0.38369000 0.00000000 0.00875280 -0.00954260 -0.05293600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.384 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.378 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.386 -0.386 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.384 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.378 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.386 -0.386 0.000 0.000 0.000 0.000 6.790276 11.191632 9.454204 12.820061 9.659576 NA 1.168193 9.611686 10.344188 3.896146 9.540001 1.627654 8.607016 14.325393 9.090808 9.604936 6.001113 7.365441 9.701554 8.693745 9.899119 10.127139 8.816582 8.935581 10.192671 10.796442 5.245039 6.534546 11.594358 8.475425 11.845483 3.949582 7.564829 6.793932 5.586077 10.995964 9.9919893 10.7939329 7.7681367 NA 10.3381490 8.9939780 5.2235075 11.1961301 6.1455042 10.2050846 9.8863288 6.2923456 6.3727954 10.4443485 6.0811138 13.9626399 9.3230421 10.4335461 13.3018078 12.3275436 8.8291113 9.4202982 9.2309449 9.2497075 9.4420198 9.6064961 7.5965841 4.7829327 12.7958719 7.1340083 8.7418714 2.2556820 -0.8318715 10.5263258 9.9042032 13.7783550 8.9683151 13.1643444 9.2201127 8.7902758 5.0670363 8.8790306 9.7189708 15.3508900 11.7400964 12.4512401 12.6649531 11.2682293 0.1682569 10.4458021 11.2655978 11.9909941 9.4072259 9.7131885 7.7093210 9.8547246 13.0506761 12.6183399 11.6033721 0.4901593 4.8120823 6.2923456 13.2903309 11.7529518 12.3724131 6.7569392 NA NA 10.2356584 12.7922770 11.5713679 7.3580489 11.0632313 11.019583 13.100716 11.362981 9.991591 8.771850 11.736180 11.501659 5.525778 10.910112 14.964035 4.782933 5.882469 12.496249 9.794846 12.187989 10.703985 2.338139 14.318249 6.758213 7.516952 9.483493 9.933925 9.110739 9.573366 7.976770 9.133193 8.950403 11.545163 9.999927 10.307136 10.219773 10.214325 10.273478 11.195439 5.013712 10.927488 6.382543 12.776962 9.949174 7.745653 10.087087 9.673862 12.881020 5.001113 8.955310 3.075122 11.161162 10.393733 11.511271 11.809486 10.913898 9.271512 10.562687 10.177703 10.898004 6.936408 9.556780 8.937236 3.975575 4.962642 NA 11.029893 10.530288 9.299438 3.691791 8.784773 7.668070 10.322726 TCGA-B8-5165 43 0 NA 737 kidney stage i t1a n0 m0 19-3-2015 male 2010 8 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 3 3 3 2 NA NA 0 0 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5.8228270 6.3170906 10.7827660 -1.7164338 9.9741021 9.1670746 8.1212952 13.2036481 9.5805838 8.5679131 11.0416825 9.1354166 10.0493680 10.5448104 8.7482133 10.6633166 8.2666610 2.6055892 11.5441460 7.6695300 6.8759004 8.5315951 8.6178851 11.0236590 6.7954202 10.3353115 5.4293448 4.9841062 NA -1.7164338 10.9052615 10.3307914 11.3684759 9.9472256 9.8401735 9.6193761 6.5074284 10.8254901 10.6168228 11.9297762 9.3902304 10.0162590 11.8778755 4.1165561 7.4535925 0.6055892 NA 10.3043003 10.1173483 8.6845470 8.1228715 9.0107370 13.5221096 15.4446911 1.4535966 11.5924332 12.2878002 10.1149747 -1.7164338 5.2494529 -0.1313132 NA 8.1663107 14.9705236 7.7533090 9.3624855 12.5547657 NA 8.3816995 9.1490297 9.1361970 9.5954158 8.2407694 11.2868340 10.1474666 11.0594835 9.9084630 10.1540323 10.9398689 8.5124861 5.0554213 7.6798657 9.4206586 0.00041593 0.00000000 0.00444110 0.14206000 -0.00691950 -0.00013862 -0.00691950 -0.00069303 0.00541390 0.00027728 0.00027728 0.00027728 0.00027728 0.00041593 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8.9823722 10.3341964 10.7909667 8.6641287 7.6499897 12.0081814 9.6706077 11.7771353 2.5315936 6.7634474 7.1291573 6.7795224 11.2400437 10.418415 10.766979 7.594281 NA 9.749744 9.125232 6.956093 11.242945 4.371134 10.030182 9.375103 6.011587 7.035211 10.592291 7.775521 13.904431 9.811633 10.721940 12.886598 13.381800 8.544528 9.166310 9.748724 6.208480 9.504046 8.934719 7.889147 7.493121 13.087395 9.251614 9.544587 5.141649 4.623516 10.728165 10.618220 13.270265 8.787493 12.255840 9.355800 8.363152 5.748010 10.282610 10.492816 15.442750 11.432606 12.162485 14.077042 11.480116 3.371127 10.343688 11.237318 10.826216 9.508875 9.945000 7.566756 9.845433 12.996141 10.632119 11.938191 3.984106 5.129159 7.507669 14.219186 11.205137 12.442277 7.001515 -1.716434 -1.716434 10.680005 12.755470 11.690667 7.500413 11.522669 11.425615 13.429918 10.914390 10.827424 6.147854 11.732816 9.499201 6.783513 10.748724 14.170412 3.709930 7.240769 13.709891 8.944555 12.178675 10.818457 2.531594 13.709342 5.440912 6.283668 8.285638 10.649170 9.758387 10.405848 9.263093 9.010865 7.420658 12.097950 9.954766 10.292796 10.254133 10.223247 10.457969 11.649033 2.807231 9.942771 8.815049 12.912754 9.767987 9.076458 10.466062 9.012549 12.947893 5.718296 9.040224 7.543411 11.673568 10.621289 11.160184 13.203648 11.041266 10.012013 10.663317 10.384001 11.110994 6.987571 9.375103 9.466062 1.868647 7.338218 -1.716434 10.120507 10.537704 10.311574 4.091023 8.381700 8.367147 10.137757 TCGA-B8-5545 42 0 NA 522 kidney stage i t1a n0 m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 105.52.0 NA NA 2 2 2 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.51120867 10.62938249 9.08490031 8.11276685 12.50611879 NA 3.41246992 NA NA 9.74458614 9.68113403 7.48572387 5.14944229 8.34163490 9.40494122 8.94541516 11.40513013 10.78577522 10.05103162 6.31293921 8.78751442 10.25880109 5.52795235 11.13903378 8.91815423 10.13129327 11.21013653 4.86313563 12.32925018 9.49923042 10.24409894 10.67863684 8.03891405 6.57704658 10.63958066 8.98536466 7.51120867 8.32576327 -1.49451552 10.11707032 8.44516345 0.50558610 6.43632177 9.46848048 5.58239944 8.70280124 11.32915068 6.03696482 11.15340478 12.59875434 11.01139591 10.00043993 15.37488905 8.83425929 10.64513574 4.06017712 8.95782553 7.72958608 9.19208490 2.34857237 10.53935155 8.65786934 9.12213326 9.50839934 9.79675510 8.55679342 9.38133378 7.42444766 13.28278832 10.76679788 NA 11.80293058 10.53315868 9.46848048 NA 7.60624678 11.28653420 7.29674739 11.20168256 8.33372069 8.50135156 10.83873972 9.07354044 10.53022889 2.59304297 9.10456730 -0.49451552 2.31292651 9.92975062 5.56086777 8.61541519 9.67738667 9.43484274 8.43336219 9.44956426 9.53141597 11.83631646 9.65723519 9.86807617 12.28981026 1.82749387 11.03780390 10.94255614 9.79905605 8.31454835 10.44699889 NA -1.49451552 NA -1.49451552 7.04861656 13.35586891 9.54724352 11.90926222 9.05344291 9.80077940 4.71503672 6.40645164 10.72837930 11.32456593 10.05729267 11.64395059 8.66923410 9.46050771 10.62420108 7.17800945 5.61410909 4.50558610 0.50558610 9.14582926 13.37175249 9.66671630 9.93237334 10.54621654 7.39128054 9.92238192 7.17092052 9.64117823 13.17607467 8.87299924 6.59834138 10.12040923 9.36589546 9.43188032 11.69726055 12.56052780 10.74518295 10.14175579 8.85541856 2.73285528 11.28694408 9.37054422 10.18814014 8.77119958 8.46268630 NA 8.96706396 11.32056732 4.94021374 8.12926498 11.38688955 8.92764909 11.71579910 9.09054702 10.43225104 11.57838694 9.66671630 8.44063167 5.70525637 8.23520529 10.62679411 NA 10.61965208 9.45832561 7.71990351 12.56661799 9.94541530 8.65786934 11.09546955 9.05151404 9.88496279 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5.6245250 10.3169590 9.7180807 6.4244468 7.0212843 10.2453650 7.7606128 13.7392790 9.7445861 10.5893961 13.0621503 12.4674862 7.7793799 9.4914262 9.9396913 7.9526679 9.5403834 9.6355114 5.4828644 7.6854938 13.3987911 9.3751783 8.4214636 5.2604736 1.0905147 10.8426488 9.9197411 13.1917019 8.1744693 12.2898103 8.8729992 7.9107261 6.1826705 10.2116486 10.4233294 14.8175632 11.6439506 12.5429598 12.9379305 11.2700413 -0.4945155 9.7427943 11.1992891 10.7535119 9.2943028 9.4318803 7.7223301 10.0118920 13.1872620 10.9531843 11.3977458 5.9149758 4.9318485 7.7271717 13.6943463 10.9578256 12.4050357 7.6036167 NA NA 9.6406524 12.7424208 11.5730255 7.3973683 11.1633494 11.708932 13.344985 10.582734 10.629382 6.560866 11.294303 9.711988 6.219831 10.383635 14.028963 5.527952 7.199072 13.718302 8.810506 12.161339 10.531416 2.412483 13.503910 6.086559 6.767679 8.179388 10.375949 9.717473 10.452125 8.889289 8.652789 7.818467 12.198745 9.834259 10.215530 10.574698 10.476769 10.873818 11.481791 3.090549 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3.168482 10.006987 9.192083 6.236963 8.967225 13.070774 7.070020 9.952754 3.583519 NA 9.763430 8.733268 11.697697 8.847181 12.728179 9.990788 9.255946 3.835995 6.992911 8.006987 13.843656 11.490338 12.309029 13.450864 10.618320 -1.001443 10.118796 11.687245 10.662116 9.130415 9.247671 7.695526 10.029915 13.907607 8.667443 12.573978 4.127840 5.148304 8.900933 13.488896 12.083366 12.174731 6.474292 -1.001443 NA 10.464634 11.910512 11.293753 6.117500 11.537474 11.5272563 12.8076227 10.4279648 10.9632599 5.3908740 10.7166628 6.7534454 5.3908740 9.3908755 12.7142659 3.5835191 7.5646121 13.1854399 9.7692220 11.7332676 10.3068971 1.5835191 14.5377168 4.5506914 5.2273753 7.1289738 7.9322484 9.1834334 10.0626271 9.8067178 8.8642914 8.2345722 13.0583250 10.1871469 10.7110850 10.7179469 10.7807373 9.7872764 11.5531469 4.9054472 9.0565497 4.8811996 12.6855914 9.1846723 9.0347316 10.2758454 9.2620150 12.7730363 3.4579882 10.0409015 5.8440491 11.3746834 11.0209259 10.4595258 12.7406569 11.7215790 9.4153556 10.6192361 10.0111825 11.1877556 6.3994377 9.7264784 8.7650868 0.5835191 1.3204847 NA 8.6621161 11.5455802 10.0686790 -1.0014434 8.6351827 8.7281787 10.1304150 TCGA-B8-5549 53 0 NA 194 kidney stage i t1b n0 m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 3 3 2 NA NA 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0619374 7.6953891 3.6751723 NA 9.5742841 8.0429026 0.3059122 5.9008837 9.5805092 4.1804025 9.1440905 9.6867588 3.4214118 12.4394988 14.8034770 10.7071721 10.3854218 16.2160878 7.9877608 10.4870893 4.1804025 8.9760030 7.7843698 5.8808447 0.3059122 8.7474978 9.1335443 8.7897527 9.6165498 8.4825256 8.4179419 9.9292088 6.8959000 13.7775699 11.4111908 NA 11.2960410 10.4537101 8.9617660 NA 5.9497940 11.8924641 6.4957623 10.7616067 6.7377827 6.7762567 10.8627623 9.4127180 12.4331672 2.4214253 9.6634891 -1.2789336 NA 9.9783624 5.5283306 8.2697962 9.4741912 10.6334896 8.6766243 9.1440905 9.0741214 12.0992748 9.7755788 10.1659893 13.2987574 -0.2791087 11.3814964 11.1806623 10.4825257 9.7646854 10.1170441 NA -0.2791087 NA -0.2791087 6.4624417 13.7859698 7.6248561 13.5729675 8.9206467 9.5080608 3.9304251 6.8294995 10.8421842 11.5092850 9.8839951 11.3304141 8.4004547 8.2620713 10.6524507 2.4214253 2.8908941 NA 0.7209788 9.4932891 13.8432363 10.3688826 9.8858815 9.8643576 7.9641485 9.9237106 7.6097180 9.4070810 10.6248564 8.1946800 7.9712728 10.1295378 10.5166083 9.6678808 11.3326910 13.0715684 10.7388269 8.8031237 8.7749004 4.5925707 11.5582082 9.4833565 10.7332498 9.7322017 8.6968226 -1.2789336 7.9058497 10.9270731 10.6630015 8.1932794 11.4375797 8.8681793 11.8227861 8.6127583 10.2547909 11.9696433 9.6554026 7.9333496 6.0429026 7.1556025 10.6638555 NA 10.7732029 9.1367164 8.0916618 12.7469792 9.3916307 9.1197183 10.3778463 8.5851605 9.7488805 10.7165580 9.1356598 10.3356843 8.2870285 -0.2791087 10.8392667 6.9877608 6.1132921 8.4891588 4.1804025 10.9224858 5.1132921 10.5431271 6.0872973 4.2445370 NA NA 10.8047862 10.5475230 10.9818940 9.7384789 9.1956945 9.4573764 6.6206333 11.6066709 10.3800784 11.6487524 9.2822626 9.6494930 11.5812856 -0.2791087 7.4488952 -0.2791087 NA 9.7742216 9.4022129 8.8057829 8.3152990 8.6838705 14.1980054 14.8653739 4.6982518 11.6901811 12.0371146 9.7619491 NA 5.3327366 0.3059122 NA 7.9545942 14.5231122 7.6838705 9.2237964 11.8742099 NA 8.1783556 9.2081614 9.4144614 9.4957615 7.8137318 11.5449387 10.2726827 10.8031235 9.5866614 8.0981853 10.3319993 8.5742840 5.0325858 5.9497940 9.5750636 -0.26786000 -0.64240000 0.11896000 0.15794000 0.09806100 -0.27959000 -0.27660000 0.05397300 0.00000000 -0.14457000 -0.14457000 -0.14457000 -0.14457000 -0.29703000 -0.26456000 -0.26786000 -0.64240000 -0.64700000 -0.64700000 -0.64700000 -0.64700000 -0.25085000 0.00841380 0.11680000 0.11680000 -0.32744000 -0.64118000 -0.64118000 -0.27660000 0.08935300 0.08935300 -0.27588000 -0.25823000 0.00091032 0.08978800 -0.24136000 0.00000000 -0.14457000 -0.277 -0.277 0.000 0.000 0.000 0.000 -0.258 0.000 -0.274 0.000 0.000 0.000 0.000 -0.241 -0.241 0.000 0.000 -0.265 -0.265 0.000 0.000 0.000 0.000 0.101 0.101 -0.528 0.119 -0.260 -0.260 0.130 0.130 0.117 0.117 0.000 0.000 -0.280 -0.280 -0.641 -0.641 -0.145 -0.145 -0.277 -0.277 0.000 0.000 0.000 0.000 -0.258 0.000 -0.274 0.000 0.000 0.000 0.000 -0.241 -0.241 0.000 0.000 -0.265 -0.265 0.000 0.000 0.000 0.000 0.101 0.101 -0.528 0.119 -0.260 -0.260 0.130 0.130 0.117 0.117 0.000 0.000 -0.280 -0.280 -0.641 -0.641 -0.145 -0.145 4.8084365 11.9381749 8.9352935 12.4276864 9.7782894 NA 0.7209788 9.4162028 10.8887063 1.0429244 9.7605791 4.9107998 8.8643576 11.9956439 6.5789553 7.7237893 7.3466830 8.4196792 7.7461139 8.8017921 11.9087905 9.3208874 7.3430267 7.9830694 10.2836939 10.8902732 7.3898593 3.9304251 11.7909277 9.2238062 12.0913758 4.3934025 7.0960141 7.2640062 7.5506975 11.0153081 10.5805093 10.4313505 7.4454884 NA 10.4716815 8.4725186 7.0785266 11.0672112 6.2047902 10.2712403 9.2774806 6.5218736 6.3648315 10.0462800 6.7322014 13.8966410 9.9425616 9.9132673 12.8694511 13.3366041 7.8340134 9.2425749 9.9107991 6.0338568 9.5137649 9.3585051 5.3356833 6.0429026 13.0816159 9.2562500 8.9070887 1.7209788 0.3059122 10.0115694 10.0735698 13.3607674 8.0563646 13.2987574 8.6293672 8.3648307 5.8635916 7.7816705 10.5105081 15.2532543 11.3304141 11.7337736 13.8404426 11.2032783 0.3059122 10.2717213 11.3675332 10.6199537 9.1824539 9.6678808 6.9593795 9.5656802 12.9901012 10.8011258 11.4175074 5.4214152 4.9497917 6.7598935 14.6166068 11.0055095 12.0968285 6.0363055 -1.2789336 NA 10.5951874 12.4491076 11.4076917 7.6218416 10.9757079 11.3185616 13.4169640 10.8285185 9.9322545 7.2870290 11.5417518 9.8496134 4.9877620 10.6138967 15.0280508 6.4144620 5.9497940 13.0595584 8.7924370 12.2377826 10.8467108 2.5283213 14.1664097 7.0906587 6.4556839 9.0514545 10.1550814 9.8489689 10.9083266 8.7569696 9.1320724 6.5153908 11.8092659 9.8268831 10.4035303 10.3969315 10.2846475 9.9533955 11.6561396 3.1132838 10.0752239 8.0040631 13.0122028 9.8222937 9.2088145 9.8643576 8.7605380 12.8637995 3.2445370 9.3648307 5.4758631 10.9270731 10.3470257 10.9154236 12.7469792 11.1931576 9.7110784 10.3356843 10.4442088 10.6812951 6.0518919 9.0440293 8.9279889 -0.2791087 5.4214152 1.0429244 10.5847736 10.3034600 10.1982268 3.4758631 8.1783556 8.6398377 10.1430393 TCGA-B8-5550 71 0 NA 434 kidney stage iii t3a n0 m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 2 4 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.03384198 11.75909103 3.94637529 9.81838677 7.44036756 9.58155293 2.27369491 8.87553865 8.95984114 8.77250362 9.27430570 9.09069732 8.12695118 8.11362966 6.61691783 13.88404695 11.41561370 NA 11.67905510 10.58975890 8.49686935 -0.96044044 5.46575249 11.23362950 7.46994050 10.16102176 8.95835145 10.46889504 10.68289357 8.82739098 13.17541957 2.03948937 8.35916050 NA NA 9.68424596 6.10557751 8.36591777 9.97096449 10.43180575 8.42103138 10.73035932 9.01390298 11.60084783 9.43716302 10.02604145 13.71246603 4.59407673 10.84225502 11.23393736 10.09137694 4.87238062 10.29274483 0.03941918 -0.96044044 -0.96044044 NA 6.58638346 13.58867131 6.45734148 13.39194559 9.78348121 9.52632337 4.32488979 6.34326923 10.90522159 11.12230264 10.12429673 11.70174055 8.08933660 9.69680673 10.28444670 6.12695015 5.43180679 7.31095172 -0.96044044 9.34555006 13.84649095 8.58252025 8.23670499 9.80932617 8.97465320 9.53534323 7.65787362 8.60959061 9.23547553 8.81427547 6.90985349 9.94348301 9.39263512 8.72248276 11.75416313 12.12993157 11.92289528 10.15192780 8.97759762 4.57988611 11.90927489 9.44887928 9.92670888 9.70037556 11.66565360 3.03948937 8.35237144 10.60363775 6.39219376 8.60997025 11.84240849 7.91907128 11.95443393 7.58638271 9.45523001 11.56989462 10.51420828 8.08950027 6.27789365 7.27789272 10.37096513 NA 11.25471792 8.90367431 6.96430043 12.10994469 9.33410900 7.86285553 10.78893876 9.90135069 8.90212575 10.75137894 9.26228328 10.15842931 9.46365454 3.94637529 10.68063687 9.18414662 5.78068542 9.75459225 3.73992369 11.05490334 5.60934424 10.53779905 5.06185395 4.73992909 NA -0.96044044 11.13059302 10.36872405 11.06428166 10.20187960 9.28741573 8.94824106 6.75345879 11.44569329 10.16166917 10.94637887 8.48035763 9.67792414 11.99858465 0.03941918 8.24894179 NA NA 9.90522151 8.95536773 9.29215365 8.45311627 9.20313801 13.59814816 13.44429724 2.36140343 10.49327335 11.06046823 10.45205814 1.03948937 4.12694808 1.03948937 NA 7.42319240 13.71014453 7.10557751 8.23916076 12.03260358 NA 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0.000 0.389 0.389 0.000 0.000 0.744 0.744 0.000 0.000 0.000 0.000 0.000 0.000 5.34326923 11.73449904 8.53334375 12.13587403 10.09950864 0.03941918 2.62445187 9.44462980 10.48475665 3.03948937 9.05350889 2.73993449 8.54132549 13.54126329 7.38821623 8.06739402 6.13751992 8.35916050 8.80435983 7.70126626 8.75029463 10.04300622 5.41452796 9.35350503 10.49943215 10.84764809 7.54728324 10.62445078 11.61124095 8.19430625 12.29951688 2.36140343 6.44887948 7.24405933 4.28741319 11.25593103 10.405264 10.092735 8.124297 NA 10.144742 8.405810 4.563048 10.479838 5.578646 10.324890 9.837150 6.072912 5.268307 9.909082 6.767409 13.918736 10.607919 10.122303 13.036403 11.709481 7.774198 9.301583 10.444630 8.181596 9.460501 9.402528 5.061854 8.005273 13.053596 9.039488 7.287416 7.482432 2.498915 11.133896 9.922895 12.293631 7.859667 13.712466 8.204395 8.359161 5.125676 9.697700 10.800208 15.974538 11.701741 12.047567 14.021412 11.379338 1.039489 10.491730 9.962073 10.274306 9.265901 8.722483 7.955367 9.956860 12.703824 10.487605 11.365356 6.774198 6.126950 4.248945 13.571779 11.333535 12.217219 7.050716 NA NA 11.408813 12.452190 11.460719 6.878692 10.403076 11.19904434 13.25812720 10.68604699 9.41669874 6.11630445 9.68604699 10.81097780 5.48243206 10.46522875 13.49678772 4.32488979 8.01962798 13.08992621 8.47828021 11.89201778 9.80435983 2.62445187 13.90367443 6.67691052 6.49891940 8.08191372 9.75716479 9.39923776 9.56305018 7.50301235 9.17903973 6.85326963 12.07994925 9.49584264 10.33008317 10.70925918 10.03171857 10.27070950 11.02069880 1.62442848 10.12628799 6.28741504 12.46065240 9.34326901 7.04511310 9.80932617 10.03285834 12.57342632 1.62442848 7.88811125 5.83390461 10.60363775 10.19746675 11.21877542 12.10994469 11.28444670 8.73992808 10.15842931 10.94900637 10.12852154 6.23916124 9.61974679 9.73471656 2.20942217 -0.96044044 0.03941918 10.38655598 9.47619980 9.34555006 0.62442848 8.04511310 7.75029497 9.67973325 TCGA-B8-5551 65 0 NA 16 kidney stage i t1b n0 m0 19-3-2015 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 90.48.0 NA NA 3 2 2 4 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 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4.7536901 9.2569092 6.6057565 6.9531954 1.8710551 9.0296563 9.2428235 8.8091562 9.6767907 9.4265946 8.1142207 8.4728175 7.2064371 14.0729792 11.4623353 NA 11.8977431 12.0567368 7.4294678 -1.1291027 6.8654005 9.0384650 7.9017141 10.7643483 11.2164520 9.6284368 11.9330929 9.9893390 9.4303664 -0.1289449 9.0719455 1.4560176 1.4560176 9.6999767 4.9154396 8.7988246 10.0169789 9.4653713 8.8425905 11.0725581 10.4917249 12.2032736 9.5212009 9.8773728 13.9182985 2.3304724 11.1691007 10.9242939 10.1016677 7.2846751 10.4508341 NA 1.1929516 -0.1289449 NA 6.6392307 13.4649047 6.3467796 9.3618977 9.2920595 10.0602536 4.5714887 6.1094525 10.5951343 10.8622142 9.8885512 11.5788286 8.6991834 10.8168564 11.0710258 5.6524062 0.4559650 5.4409024 -1.1291027 9.8780741 14.5008872 8.2888993 8.6392311 10.0596357 5.3629012 9.7651065 7.6259345 8.2194653 4.0409713 7.7628305 4.6784044 9.8761099 8.4802255 8.9571830 10.8941081 12.0290252 11.6564992 10.2983597 8.7973428 3.1128836 11.1878940 9.4092356 9.6991832 8.4672367 10.6217537 0.8710551 7.3867463 10.3467802 4.7497702 7.4186740 11.4456403 7.9099657 11.8942814 7.7536901 9.7884188 12.2175605 10.0086783 8.1209900 6.2019631 7.9072206 10.5390453 NA 12.0684171 8.6670863 7.8281485 11.8373720 10.8999889 7.7165369 11.3178716 9.8646929 8.3528463 10.9133388 9.1248942 10.4418512 9.9756455 -1.1291027 10.8604413 6.4857569 3.4957335 7.3788410 0.8710551 10.0670340 2.3304724 10.9799175 7.0824482 6.1839291 2.1929832 -0.1289449 11.2571787 10.3253460 11.2047612 11.2310708 9.2318939 10.1935383 5.9300134 10.0688778 10.2867885 10.9890145 8.8076846 10.0670340 11.7790640 2.8710551 9.0359538 -1.1291027 -0.1289449 10.6104055 9.0041890 9.4237160 9.0707191 9.6023658 12.1382724 11.0484663 2.7779352 8.3119158 12.8389034 10.7460281 -1.1291027 4.1929753 3.2633650 NA 7.3827995 14.1340225 8.9451883 8.6441858 10.6569079 NA 9.2384616 9.5178935 9.6350890 8.8120945 7.4709598 11.6101945 10.2783146 10.7824388 9.6387181 5.9263292 10.2466293 9.0731706 4.2973088 7.5228875 9.7141827 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9.722796 10.434243 6.128434 6.346780 10.428989 7.839713 8.053441 11.084455 8.525683 9.269791 9.408265 10.274059 7.346781 6.000329 11.637576 8.002904 12.104503 3.625937 6.716537 7.398524 2.871055 10.704332 10.4536592 10.2957379 8.6091392 4.8017847 10.1929749 9.4217937 5.5852931 11.0211114 6.3222581 11.0321787 10.3335491 6.7290279 8.0029039 10.1742567 6.7899105 14.2960331 10.2713925 10.0472199 13.4721792 12.3375057 8.0872592 10.5470038 9.8150267 10.8299619 10.0099585 11.3406886 6.9951679 6.2019631 13.4588829 7.4967555 8.0233319 6.9371360 6.4409024 12.1602011 8.8568886 13.3417057 9.4246761 13.9182985 9.0409719 8.0926340 7.7998314 12.2727263 11.4246761 15.4218386 11.5788286 12.8514542 13.0678794 11.2902170 4.0805042 11.4716566 8.7628305 11.6850283 9.0321786 8.9571830 7.8135612 11.1307900 12.8516327 12.4601127 11.7387116 4.9154396 7.0804999 5.6125147 13.8300417 11.2106184 12.6812167 7.8258829 -0.1289449 NA 11.8838459 13.4706691 12.0574504 7.1189743 10.2633642 11.7964158 12.5022238 10.9638039 10.3950987 8.4783769 9.1668156 12.8853288 7.2931111 10.2477149 13.8346654 7.4179411 3.8252463 12.4925195 8.4198688 11.8104423 10.7521608 0.8710551 13.5022807 8.0164439 7.7070968 7.7204515 10.2793766 8.2761882 10.2617532 7.6491239 8.5870086 7.9899876 11.5187301 10.1360757 8.9003340 10.6267689 10.5844333 9.9030925 11.4816103 4.0409713 11.2241936 3.6783987 12.3806746 9.2888993 5.9899882 10.0596357 9.9846262 12.5846481 10.3371232 8.9899879 1.1929516 10.3467802 10.7082805 11.3904373 11.8373720 10.3335491 8.3427218 10.4418512 11.1904366 10.1656675 7.1378334 9.8076846 10.0962542 2.5714827 -1.1291027 -0.1289449 12.1231208 11.0445740 9.3788415 3.9154444 9.2384616 7.6975952 9.8497572 TCGA-B8-5552 41 0 NA 1046 kidney stage i t1b nx m0 19-3-2015 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 5 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.43129430 8.35281413 7.43558693 12.08176190 8.02442995 11.43641058 -0.65972260 -0.33206247 6.85588881 10.92491729 6.27682790 11.18587565 8.39953386 12.11754765 8.99034368 10.98472185 8.59757736 6.86375141 10.37430073 9.21977283 7.63020814 12.99393036 NA 5.71522896 -1.65972260 -0.07491205 10.36636713 9.54964299 7.25307879 4.27092507 8.16673804 9.42100717 9.96086758 11.72551278 10.74213568 9.76383082 6.01967078 4.96954654 10.17545050 5.68891887 11.56056790 9.00196771 10.27682755 11.15797270 4.60697515 11.51042763 9.58455349 10.28013603 10.64168574 7.82198886 6.55450904 10.55964859 8.85968821 7.91194199 7.06470397 -0.07491205 10.23235293 8.57620391 1.14756721 7.27976842 9.13785109 1.79962614 9.24407146 10.39513297 6.39003823 11.21857201 15.24962566 10.94728868 11.14694060 15.59151480 8.79243080 9.57799711 4.51011377 9.48101936 7.39275789 7.85982609 1.29254619 10.62530273 9.27461763 8.94751976 9.31245144 8.91004514 7.61398537 9.59048806 7.39275789 13.14023000 10.51261712 0.66211433 11.73853248 10.23593141 8.74533113 NA 5.41700521 11.59580834 8.04236253 10.21555496 6.92515206 7.36255756 11.34686628 9.82903388 11.07401418 3.19816409 9.57261042 1.14756721 -1.65972260 10.27277346 8.40223570 8.97045681 9.63710574 9.88177029 8.61165266 9.20592298 9.58157703 11.94692791 9.68170840 9.60287179 12.23992411 4.27092507 11.55765965 11.27866654 9.63939769 8.02843986 10.41566868 NA -0.65972260 1.66211433 -1.65972260 7.86375141 13.39932276 11.55769296 12.18685527 8.73572355 9.31101441 5.59757885 6.48993625 10.41500006 11.07193290 9.88997419 11.62033398 9.31746960 9.59462767 10.30885640 7.43822131 2.58810895 2.73250800 NA 9.40358473 13.67215618 8.61514995 10.29147429 10.48548489 7.61631432 10.68614918 7.62559196 10.24650144 9.87449253 8.79346025 6.80779539 10.47724160 9.26722678 9.49500774 11.46139928 12.20427897 10.85687453 9.70924152 8.65607514 3.86155842 10.81996988 9.34931839 10.56930880 9.18411066 9.24030169 -0.07491205 8.71305480 11.23879098 9.48315170 7.71472908 11.37653491 9.28197082 11.86705556 8.99124122 10.38321687 11.37412871 9.58514790 8.21909880 6.36255756 7.12154906 10.36429041 -1.65972260 9.41967435 9.03454753 7.99840088 12.67306531 9.70978689 8.49753652 11.00241288 9.29656570 9.74533113 10.47737923 8.92890413 10.75830576 7.96224130 1.92516393 11.71414225 8.46689422 3.98404243 7.10837391 4.68003736 10.58157693 6.37361341 10.44834813 5.64533852 5.42765310 NA 1.14756721 10.97182136 10.16435274 10.99011936 10.13053813 8.51136643 9.27158465 5.99030822 11.75659131 10.66858401 11.48628091 9.17702904 9.90290898 12.38090739 NA 7.81794808 0.66211433 NA 10.11703382 8.76959622 8.79551696 8.56177672 9.49690470 13.28297896 15.22247440 NA 11.65179599 12.68309763 9.89621659 2.14753465 6.48224488 -0.07491205 -0.07491205 8.05957863 14.43655473 8.23500754 8.83804129 12.67054629 NA 8.77690113 9.00881768 9.07320488 10.07701422 8.62327796 11.42881223 10.27498621 10.77090344 9.74000147 9.07150849 10.77194837 8.81592312 5.11457942 7.78551459 9.52568445 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9.2694479 10.9986242 2.0406119 9.4329467 6.8793480 9.2174738 12.5014790 7.8812859 8.4848479 6.5975774 8.6933364 7.9768144 8.8598258 11.3308254 9.6889178 5.4170052 8.7852043 9.8029730 10.5200987 8.1443207 7.3625576 11.9107569 10.0170282 11.8407763 1.9251639 6.9100454 6.9840458 8.9921382 10.8387895 10.6365323 10.5969880 7.4746161 -0.6597226 10.4018982 8.8627712 7.4276523 11.1852875 4.3625540 10.0535761 9.3597803 6.0126156 8.2605423 10.2093978 8.1313523 13.5442640 10.1531691 10.4513253 13.5633240 12.9489642 7.9307764 9.1272760 10.1699124 8.5593580 9.8841881 9.5032102 6.2167071 6.5447605 13.2292181 8.8067758 8.6688644 6.1410894 4.1475428 10.5904880 10.2601701 13.1494050 9.3988578 12.2399241 9.4994302 7.8138953 6.0147347 10.8954977 11.2768275 15.4411496 11.6203340 12.1913530 13.3345872 11.5233597 1.7996261 10.1075464 11.1776204 10.7471918 9.3153210 9.4950077 7.8928585 9.9745470 13.0679505 11.1305381 11.6047759 4.8947790 5.5101138 7.1116793 13.7138205 11.0378088 12.4894604 7.3030857 NA NA 10.0736287 12.6484575 11.6860896 7.4899370 11.2342494 11.491365 13.224646 10.984722 10.374301 7.340189 11.045606 10.520720 6.962241 10.799877 14.464144 5.688919 7.406279 13.651550 8.696641 11.893819 10.929607 1.799626 13.225314 6.319300 6.469473 8.472561 10.795774 9.697192 10.369477 8.678926 8.855889 7.743202 11.808686 10.058722 10.113741 10.221686 10.491206 9.647390 11.834420 3.294385 10.231973 7.842027 12.715212 9.375676 8.487395 10.485485 9.255539 12.782291 6.634811 9.142706 7.427652 11.238791 10.589007 11.158772 12.673065 10.755931 10.022745 10.758306 10.726860 10.928232 6.588116 9.549034 9.691681 5.026689 5.095076 NA 10.756723 10.719365 10.200113 2.588109 8.776901 7.807795 10.177818 TCGA-B8-5553 67 0 NA 435 kidney stage i t1b n0 m0 19-3-2015 female 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6671448 8.8857025 5.2355739 9.0378193 7.1913741 12.1238961 NA 0.4412710 5.5431463 9.6871940 6.0692167 11.0505617 8.1957487 11.9700832 11.0636956 10.8751394 9.0099053 6.2284147 10.1632647 7.9739682 5.2212198 11.9116366 NA 6.4228536 NA -0.4225591 10.0777073 9.3895406 7.6380594 3.4353486 8.2121744 9.3129192 9.2194149 11.5833387 10.5351909 9.5445895 5.3587233 6.2916091 10.2603579 5.6541777 11.8226189 7.2067204 9.6100978 11.8679582 1.7473015 12.1321919 9.4880060 10.0459873 10.6770399 7.7989506 6.1472192 10.2161974 9.3254471 7.8157682 4.4600086 0.1623390 9.6734195 8.1547923 2.2778063 6.6595122 9.5250002 -0.4225591 9.8828552 10.0223782 5.3587233 12.4964650 13.2318315 11.3139766 10.3086824 16.1684692 8.2248217 10.6585138 4.3322496 9.1462695 6.8811446 6.5603573 0.8992530 10.2621119 8.9983761 8.5955633 9.7547828 8.3879350 7.9610676 8.9283025 6.8534880 13.5873231 10.4220691 0.1623390 11.4947354 10.4783621 8.3847181 NA 3.5773684 12.2212195 7.8300290 10.2480196 8.2337884 7.7547826 11.4053014 9.4438695 11.3030576 3.2212120 9.4149913 0.1623390 NA 10.3903428 6.2638645 8.3766451 9.8725582 10.0311484 8.7497907 9.3364193 9.0015295 11.3860058 9.8300287 10.0969996 12.9427972 1.8992917 11.3323969 11.0809406 9.7124312 7.2916091 10.5077310 NA 0.1623390 0.5773442 0.1623390 7.7497910 13.3472012 10.3384990 13.4707122 8.8476587 9.5257306 3.8992917 5.8902473 9.3855231 11.3794757 10.5748957 11.1544168 8.5731306 7.9718257 10.7098630 4.7271091 4.3322496 0.5773442 1.1623390 9.4699061 13.8788595 9.4228534 10.1048404 9.7745800 7.4538805 9.9686069 7.2847223 8.6834421 10.2997440 8.1184599 5.2212198 10.0055507 9.5431477 9.4661067 11.2913941 12.0374352 11.2728091 10.2080854 8.1883881 3.5714948 11.2155729 9.2355749 11.2758510 9.1038627 10.2738963 NA 8.3001709 11.2473556 10.5545752 8.5466634 11.4021232 8.6121623 11.8858446 8.6621717 9.7213841 11.3593377 9.6898029 8.2030538 5.2778025 6.4538797 10.3171439 0.5773442 10.2765019 8.0851580 7.4291121 12.6582641 10.0891160 8.7634776 10.7482272 9.1948307 9.2924673 10.9708450 8.8097842 10.2225714 9.2139880 1.3847130 11.2971799 6.3847181 1.5773442 7.2284147 4.6858897 10.8754259 6.8581340 9.7021308 5.4600053 4.7472907 NA NA 11.4444489 10.3652659 11.2299843 10.2497886 9.3967441 9.5841662 7.1358221 11.3135538 10.6862144 11.2340116 9.0378193 10.0099052 12.3116496 -1.4227525 7.7143547 -1.4227525 -1.4227525 10.2466913 9.9904623 8.9425922 8.5359161 9.7825457 13.0584690 15.2888555 1.3847130 11.4054998 12.0821823 9.5184110 0.1623390 3.3215241 0.5773442 -1.4227525 8.0099053 14.5953461 8.5731306 8.8719841 11.7992525 -0.4225591 8.1319521 9.0661877 9.4999477 9.7053576 7.6568481 11.7236138 9.2933254 10.9040737 9.3806872 7.7397550 10.3343365 8.9194381 4.5908236 7.2319997 9.5969540 0.04982400 0.00000000 -0.00097017 0.42016000 0.07067300 -0.00207840 -0.00761010 0.00889200 0.01363200 -0.01725400 -0.01725400 -0.01725400 -0.01725400 0.04982400 0.04982400 0.04982400 0.00000000 -0.44221000 -0.44113000 -0.00097017 -0.00097017 -0.00539920 -0.00346270 0.00000000 0.00000000 -0.04462800 0.00097064 0.00097064 -0.00761010 -0.00260030 -0.00260030 0.00180300 0.00180300 -0.43732000 0.00668290 0.02202400 0.01363200 -0.01725400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.433 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.437 0.000 0.000 0.000 -0.440 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.433 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.437 0.000 0.000 0.000 -0.440 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.363633 11.765025 8.758516 11.853924 9.839458 NA 0.162339 9.278670 10.792708 2.747280 9.566048 7.528648 8.502176 12.409462 7.375025 7.926091 6.154792 8.118460 8.184693 8.167950 10.932439 9.804378 6.571716 9.101905 10.156679 10.770581 7.104840 12.978309 11.282348 8.505141 12.240573 3.332250 6.621757 6.599731 6.834752 11.230880 10.3895406 10.2963242 7.6911056 NA 10.2355749 8.4102533 6.7169141 10.7350261 4.8252921 9.8563935 8.9686069 5.4353452 6.9127540 10.3533850 7.1994152 13.6844578 9.7745800 10.0031038 13.4634885 12.1743683 8.3554405 9.3611801 9.7770356 8.6740785 9.6707809 9.2829957 5.5773624 5.4842542 12.7658749 8.7721202 8.9227684 4.0036292 3.6217589 9.9093999 10.0871383 13.6028490 8.4827503 12.9427972 9.1957489 8.5460301 6.4476040 9.7892516 10.7938061 15.6471277 11.1544168 12.0308912 13.4462341 11.1740190 1.3847130 10.9313371 11.1055732 11.1876961 8.9878145 9.4661067 7.4415499 10.2288635 13.1336299 11.2610159 11.7400646 5.6107857 5.4353452 4.7271091 13.4525837 11.4475353 12.4925892 7.4538805 NA -0.4225591 11.4201065 12.7718124 11.6088871 6.5829880 11.0408877 11.288815 13.092262 10.875139 10.163265 6.638059 12.090844 12.541163 6.358723 10.488755 14.948119 5.654178 7.036795 13.122683 8.692407 11.655848 10.442710 2.577368 14.088127 6.073857 6.139607 8.451361 10.067211 9.819942 10.248462 8.044969 8.658181 6.345547 10.842099 10.522441 10.052590 10.548907 9.922214 10.372185 11.839164 4.003629 10.136740 4.554644 12.640779 9.611475 8.791683 9.774580 9.438861 12.982438 5.654178 8.933815 5.100927 11.247356 10.383510 11.342649 12.658264 10.574543 10.055122 10.222571 10.775808 10.630020 6.582988 9.738495 9.323038 1.899292 4.036793 NA 11.571717 10.802770 9.455414 4.069212 8.131952 8.276068 9.764097 TCGA-B8-A54D 69 0 NA 830 kidney stage iii t3a nx mx 19-3-2015 male 2011 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 274.28.0 NA NA 2 2 3 4 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.28006984 10.05648653 8.50857087 NA 13.13903561 9.37212982 12.43028629 NA 2.35881821 6.70932097 8.50450122 8.67352038 10.57702391 8.81168295 11.89526543 9.57217117 11.56778984 8.33610393 2.62185261 10.14411292 9.15063811 6.94378657 12.54889551 NA 6.26571443 NA NA 10.18027904 10.17516765 8.21182163 4.84425005 9.02558061 9.50450142 11.05021850 11.57896041 9.85547805 8.80838537 6.68075193 10.61903787 9.76821493 6.96763321 11.32633842 4.20682292 9.82642948 9.50653768 4.79178282 11.71505582 9.45263764 10.48913707 10.27410578 8.30368259 7.49632732 10.66245859 8.75799496 8.39883944 5.24635108 NA 9.86026309 8.76481620 3.35881821 8.74770225 9.65711565 2.03689011 11.26631554 6.81825494 1.62185261 9.68401236 8.45052381 10.41193526 8.44203738 15.20740776 8.21680502 10.64330110 5.99109323 10.37785862 7.74425530 5.46316141 2.62185261 8.82153070 9.92106643 8.78844004 9.53275079 8.86026294 7.99689769 8.59531642 6.62185847 13.49247993 10.55456525 NA 11.29487291 10.13653299 6.91953912 NA 3.03689011 11.12103989 8.88238597 9.94228283 8.19676735 6.47984007 10.81579435 8.59148457 11.58725786 1.62185261 8.47152403 NA NA 9.73212417 4.56045818 8.35882392 9.81825558 10.12833117 8.18155432 10.08810475 8.46734837 11.63059508 9.33381213 9.53674182 12.58258435 3.94379008 11.23721821 11.16360031 9.67714086 8.69867411 10.01846310 NA NA NA 0.03689011 8.39444769 13.28630563 4.12436122 12.33753441 9.37228613 9.72514622 3.73734065 7.18664317 9.81661523 10.81989407 10.47983936 11.03758601 9.90108199 8.91953882 10.37228623 3.03689011 3.20681511 2.35881821 NA 10.74511756 13.28497166 9.76481637 12.41519070 9.29192443 6.62185847 10.84586001 7.41193547 7.82290410 8.82153070 8.48810685 5.86978506 10.60679892 10.09488751 8.36332529 11.12899226 11.67306730 10.56632637 9.64792066 8.60051173 2.65747995 11.34580362 9.07855487 10.17388697 9.66442968 10.22424797 0.03689011 6.68075193 10.71197079 6.64836333 8.68186983 10.60959606 8.45896062 10.91418000 8.05926387 9.48604459 10.56534993 9.83293541 8.29983626 5.56045818 6.01417673 10.23901966 1.03689011 11.47464791 8.19171414 6.46316141 11.97132390 10.84586001 9.03124934 10.16875284 10.87767378 8.62935298 10.54369925 9.05370410 10.20054555 8.12965292 NA 10.87294624 5.86978506 5.24635108 5.08128849 3.62185261 10.65160569 3.94379008 9.18664292 6.39444726 5.59148495 NA 1.03689011 11.19487428 9.70932114 10.91647911 11.97610772 9.34977881 9.30133843 6.43007113 9.94378642 10.64052215 11.47828385 8.66989098 10.46839342 12.46813225 3.35881821 8.43777537 NA 0.03689011 10.03124934 9.56241664 8.77836268 8.96763321 9.89020544 11.15193947 12.68097744 NA 10.13097359 12.20462760 9.80010814 NA 2.62185261 2.03689011 NA 6.73733524 14.61691881 10.61243507 7.65894764 10.70400736 0.03689011 8.77160534 8.71528457 9.32460812 9.71108806 7.10298455 11.36500975 9.80010814 10.51667609 9.70400736 6.01417673 10.56534993 9.31998411 4.62965387 8.47983926 10.18155407 0.0041632 0.0000000 0.0083351 0.0044411 0.0013868 -0.0090041 -0.0016629 -0.0040162 0.0083351 -0.4348500 -0.4348500 -0.4348500 0.5983600 -0.0023478 -0.0023478 0.0041632 -0.0138540 -0.6207300 -0.6012900 -0.6074000 -0.5984700 0.0016266 0.0044411 0.0015946 0.0015946 -0.0034627 -0.0127130 -0.0152650 -0.0016629 -0.0127130 -0.0127130 0.0016642 0.0016642 -0.6051600 -0.0019399 0.0019418 0.0083351 -0.4348500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 -0.435 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.435 -0.435 8.070319 11.001959 9.263308 13.072898 9.936253 NA 1.621853 10.112375 9.623586 1.036890 9.100291 3.496322 8.919539 14.380290 8.458961 8.673520 6.036897 6.446286 9.067563 8.687947 12.539976 10.568277 7.340676 8.805080 9.971398 10.216805 5.528749 4.791783 10.422758 7.666252 11.761806 1.621853 7.124359 7.818256 8.226720 10.237794 9.63494842 10.15842931 8.35430846 NA 10.45158112 7.52874868 5.03689451 10.45896062 5.32229954 9.87136686 9.62373557 6.63680875 6.08129062 9.64607461 6.51262986 12.61267143 10.95799293 9.83293541 13.53350000 12.81682035 6.51262986 8.80176752 9.27051563 9.12965292 9.71108806 9.41843875 7.04812282 6.22672045 12.73776901 7.79844718 9.51869525 3.62185261 0.03689011 10.21680490 7.95575916 13.15567474 10.23656820 12.58258435 9.12435864 7.73038250 8.10325423 10.14149461 9.80010814 16.07478593 11.03758601 11.15713374 12.31708664 10.49735170 1.03689011 11.54072156 7.87609943 11.37507512 10.14280436 8.36332529 8.69867411 9.61243507 12.57484222 11.97316571 11.28185424 1.62185261 7.39444812 2.62185261 13.34037695 10.92182948 13.03935929 7.77836301 0.03689011 0.03689011 10.68345452 12.22177119 11.31034762 7.62185847 10.82968611 11.15907675 12.32576192 11.56778984 10.14411292 8.37228613 11.22115135 12.60675145 4.89487595 9.95873685 14.24382549 6.96763321 5.42921423 11.89715646 9.53873311 11.08333778 10.43135855 3.20681511 14.03328106 7.73691938 7.80508024 9.10806309 9.68435432 8.05926387 9.25606429 6.86978629 8.70223192 7.70223157 11.59531656 10.25969078 9.51667609 10.52171870 10.27530055 9.76821493 11.36276344 4.62185847 10.23165272 3.62185261 12.56264419 7.97353379 8.62935298 9.29192443 10.17497560 12.66237640 5.32229954 9.07306935 3.62185261 10.71197079 10.21556066 11.49325028 11.97132390 10.64884280 7.97941033 10.20054555 10.99617334 10.57119868 6.63680875 9.83617741 9.75628460 0.03689011 0.03689011 2.35881821 10.56632637 12.43874599 8.29899091 3.03689011 8.77160534 8.01988924 10.32460823 TCGA-B8-A54E 62 0 NA 909 kidney stage i t1b nx mx 19-3-2015 female 2011 NA yes NA kidney clear cell renal carcinoma yes 50 NA black or african american hispanic or latino 274.28.0 NA NA 2 1 4 2 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.7211323 10.6795559 7.9183749 -0.8921782 12.1770852 10.4725125 13.4550786 2.5672290 2.7688618 6.8559959 6.4915068 6.0964875 10.0378013 6.5754092 11.6671804 9.5361635 10.4631544 9.5946383 8.8203302 10.6556618 7.2163278 4.9657843 11.7764667 NA -0.8921782 -0.8921782 NA 8.8340216 10.4719379 7.8891632 1.1078218 8.9766260 8.9980677 9.6372338 9.8817666 10.3745898 7.1301710 5.1521956 7.6469619 10.1765816 2.5672290 11.4029982 6.1738930 10.5779537 8.3342156 2.6927619 10.3545438 8.1329428 10.5584991 11.0403871 9.0503178 5.9022183 10.8563358 7.9311707 8.8357239 1.1078218 6.7077167 9.2163278 7.6662240 3.0146945 5.8357245 10.5246008 6.0964875 9.2600882 9.8940729 3.1078050 9.8858640 9.8151625 11.2221963 9.1162319 14.2207314 8.8710156 8.7677991 4.7516619 9.5486724 7.7114295 1.4297499 1.9151767 9.5011937 10.6643093 9.3257610 9.2383739 9.1232184 9.9548606 11.1463794 6.5256555 13.9362373 10.8108417 NA 10.7815541 9.3975685 11.6318552 -0.8921782 9.2524615 9.7969277 8.0444411 11.5256558 7.8825905 4.2777319 10.5820162 8.1549274 11.8188572 0.1078218 8.7132827 0.1078218 1.6927843 9.6440506 3.9657843 9.1398491 11.1846189 10.2877124 7.9470068 10.6922961 8.0296445 12.0699890 8.7766883 9.3111514 7.4871816 0.1078218 10.1699101 10.4904273 9.9881521 7.2215456 10.7744711 NA 0.6927843 -0.8921782 1.4297499 NA 13.0334504 12.7968185 11.8776411 10.2032003 10.0590879 8.3000963 7.1357093 8.1273939 10.9082988 8.8168870 11.5990777 6.8082435 12.0160082 10.3305982 1.9151767 6.8559959 4.3172534 1.1078218 10.8543176 12.7157115 7.5465951 10.0281561 9.8056396 3.0146945 9.3497863 7.6195561 7.0083076 8.4184160 8.7784596 1.1078218 10.2546965 11.8123554 8.4342329 10.8004188 10.6391848 10.3099272 9.5001207 8.1078035 1.6111724 12.5424315 9.5743895 10.7095741 8.4387203 10.7316848 0.1078218 5.4115856 11.3120688 3.2180062 8.8891793 10.4012749 8.5956431 11.0587236 6.8357233 10.3342155 9.9271840 10.6546978 9.0129044 3.4297365 3.9657843 10.0583593 -0.8921782 11.8471620 6.0619986 5.8082435 11.8603930 10.7735833 9.2789800 10.7053903 10.3545438 8.4893462 10.9350031 9.7011943 10.3815989 3.8082409 2.8082409 9.5076153 5.2976280 NA 4.6313662 3.5672290 11.1277415 4.8626894 7.0086706 7.0503178 3.1952688 NA NA 10.9835527 9.3943611 10.8639426 10.8280475 10.9375260 8.5835368 6.5371687 7.8626907 10.7850825 10.4240848 10.0094244 10.2664129 10.4942047 -0.8921782 8.1657949 NA NA 10.0750296 7.6585500 9.5108154 8.3485945 9.1092114 8.4364784 10.9139501 0.1078218 8.0706995 9.7606483 9.5044081 0.1078218 2.4297231 -0.8921782 NA 6.8825905 12.4519605 7.9965464 7.7298552 11.1816102 NA 9.5621025 9.5728289 9.4675528 8.8875225 6.4024237 11.0041357 10.5108153 11.1374356 7.9438534 10.3390244 8.7114295 9.0176965 4.8040742 8.1723845 10.7588550 0.00062624 0.00381830 -0.02951400 0.00256860 0.29701000 0.00520770 0.00048757 -0.00518950 0.01370400 0.01635800 0.01635800 0.01635800 0.01635800 0.00062624 0.00062624 0.00062624 0.00381830 -0.02951400 -0.02951400 -0.02951400 -0.02951400 -0.00531300 0.00000000 -0.00140680 0.00187470 0.00018375 -0.00740060 -0.00740060 -0.00214530 -0.00905730 -0.00905730 0.00229100 0.00229100 -0.00698620 0.30897000 0.00229100 0.01370400 0.01635800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.336 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.296 0.296 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.336 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.296 0.296 0.000 0.000 0.000 0.000 0.000 0.000 3.6313604 11.3318050 10.7758019 14.6781630 9.2901977 NA 0.1078218 9.5256559 9.7440654 NA 6.6469619 8.1049829 9.9399021 17.2430316 6.3172570 6.6235026 7.2976280 9.8668592 6.1412264 9.1301710 5.5507468 9.8610200 2.5672290 10.3509773 10.8461658 10.3989740 8.8660264 9.4150042 11.2460751 6.5340678 11.9361203 0.1078218 7.9688902 8.5340682 10.7293974 10.7248115 8.3318051 10.5759182 9.3955157 -0.8921782 8.5171942 8.7766883 10.3891538 10.1799360 3.5001264 9.7362489 9.9781680 7.3025603 4.2777319 9.8593473 7.2877124 14.3268583 12.1659642 9.4398398 13.7096901 13.1120238 7.0734722 7.5996563 8.0146939 6.2676744 9.9167674 9.1007417 3.4297365 4.3557281 11.9856625 8.0503178 9.5538527 1.9151767 NA 12.4107278 8.0706995 12.3240945 8.0056487 7.4871816 9.2137118 8.9359397 3.7993360 3.6927619 5.3366226 12.1550976 11.5990777 10.9418792 12.6633511 10.2914387 0.6927843 11.3022524 11.3372230 11.9915921 9.7713614 8.4342329 7.9595523 9.8030316 13.0003461 9.5076153 11.3754678 4.5672351 6.5256555 8.9279824 11.6980488 12.5999068 12.5692827 3.6939664 NA NA 10.0525153 11.5577257 11.0832393 6.6235026 10.7435214 10.9766258 12.6700457 10.4631544 10.6556618 5.3557317 7.6965176 7.8357239 5.0146945 9.5804941 10.7517812 2.5672290 3.5001264 12.3093116 9.5538527 10.6828698 10.6690913 1.6927843 13.5541758 6.0194951 6.2575500 8.0715954 8.0026210 8.0735878 10.3420220 9.6861761 8.4252159 5.9904467 12.0150695 9.4409586 6.5590145 10.4888054 9.6927658 9.6652670 11.3016366 1.6927843 9.2537355 2.9151576 11.4771144 8.8710156 9.3305983 9.8056396 9.2593401 12.1857873 5.0850847 8.9183749 0.6927843 11.3120688 11.6911212 10.5398231 11.8603930 12.4328276 8.4498779 10.3815989 10.5081491 10.2829287 9.3184746 9.4319839 7.7516592 3.8626894 5.7516592 -0.8921782 8.3025603 11.7902427 9.2163278 1.1078218 9.5621025 9.4719379 9.3209075 TCGA-B8-A54F 49 0 NA 519 kidney stage i t1a nx mx 19-3-2015 female 2012 NA yes NA kidney clear cell renal carcinoma yes 30 NA black or african american not hispanic or latino 274.28.0 NA NA 2 2 2 4 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4926496 9.6319615 9.4116629 10.1624762 11.0517060 7.7647714 11.4690912 NA 3.3576365 7.2074634 9.7797151 8.6097900 11.0244286 8.6995041 11.4956754 7.9794355 10.9880562 8.8230341 4.9188919 10.2325546 8.1205282 7.2408219 13.5940074 1.3745666 7.2325543 0.7896041 NA 10.0587378 10.1646505 8.1070240 4.8340032 8.6661281 9.5953550 10.9111446 10.9701419 10.1668216 10.4189677 5.1471642 4.7896093 10.2633169 6.1990029 9.8863262 3.2490357 10.6874566 10.8482794 4.4900502 12.3983280 9.5643982 9.5021382 9.6568900 8.3556652 7.5511622 10.1944866 8.7379784 8.0375387 6.3131733 0.7896041 9.4935146 8.5378039 3.7896145 6.6844288 9.1776283 6.4620360 10.5553116 9.1227664 7.4969704 11.5851598 14.7813101 10.0375386 9.5494994 15.8587462 8.3365057 9.4280471 4.6965002 10.0922500 8.0703818 8.2814641 3.0436070 8.1819284 9.3913819 9.4584960 9.6537972 8.9240375 7.8394595 9.0842320 6.9794355 12.8020611 10.4289519 NA 11.4176009 10.3958220 7.6351014 NA 9.5226264 10.9437964 8.2653445 11.2889588 8.2325548 8.1205282 11.9185721 10.3726939 9.6681679 2.9595291 9.2490428 2.5969590 NA 9.9892835 7.7203482 8.0375387 8.5643984 10.2095713 8.3858007 8.7291904 9.3932375 12.4657776 9.7782958 9.9456942 12.5474178 0.7896041 11.5989251 10.8896164 10.1537458 9.6033923 9.7452610 -0.2103959 -0.2103959 -0.2103959 -0.2103959 8.4189679 14.0597604 5.3131733 9.5742459 8.2814641 8.8717602 4.5444978 8.1559334 10.2459656 11.1592085 9.0399096 11.3104900 10.1294612 8.6382342 10.7683216 3.6965058 7.3053112 1.7896041 0.7896041 10.0268211 13.9659401 8.4584960 10.8387790 9.5209302 6.7896106 10.7284556 7.9595360 9.8350569 7.8340051 9.9819040 8.8008384 10.7877926 9.0184297 8.9843680 11.7973392 12.4219248 10.6335322 9.9707634 9.0587378 3.0451109 11.2273632 8.9941823 10.2346260 9.2633169 7.2158756 -0.2103959 8.2974056 11.1765514 11.5679717 7.5388772 10.8942099 8.8394595 10.7582779 9.6382341 9.9682760 11.8299008 9.1405504 8.8429669 5.8119796 8.8955195 10.1013595 NA 9.9620387 9.0446397 7.1383394 13.2738047 9.7910193 8.7203486 10.7818414 9.5528235 9.4986949 10.5800818 8.4935148 10.4298561 7.3131733 2.3745666 11.1581176 11.0819328 2.9595291 6.7553950 3.8770767 10.6280273 5.1819294 9.9342694 7.9865822 6.6722542 NA -0.2103959 10.7488886 10.5064306 10.9763444 11.9620386 8.4513892 9.8607516 6.0264858 11.4734830 10.2521134 11.2749373 8.7952358 10.0842319 12.0211324 NA 8.8448937 1.7896041 NA 9.5872727 8.9744866 8.9393582 8.7611546 9.1227664 13.2196716 14.0840883 6.1115384 11.9920411 12.2949265 9.3783259 NA 4.1819294 2.7896041 NA 7.5511622 16.4376176 10.1449622 9.2158759 11.2889588 NA 7.7839647 9.3238361 9.0911074 9.5511624 7.4334669 10.8543539 9.8064194 10.9406277 9.7726047 8.5072876 11.2784555 8.8394595 5.2464157 7.5447659 9.7262492 0.00000000 0.02440800 0.02310100 0.01614600 0.00708260 0.01349200 -0.00013862 -0.02370300 -0.04061600 -0.01958900 -0.01958900 -0.01958900 -0.01958900 -0.01805000 0.00000000 0.00000000 -0.72279000 -0.70487000 -0.70487000 -0.70487000 -0.70487000 0.01992300 0.01614600 0.01195800 0.01195800 -0.00193990 -0.00304750 -0.00304750 -0.00013862 -0.00214450 -0.00214450 0.00026915 0.00026915 0.00000000 -0.01354000 -0.00069303 -0.06661900 -0.01958900 0.000 0.000 0.000 0.000 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.042277 11.713310 9.063407 11.536965 10.333610 NA 1.789604 10.231518 10.637295 3.111532 9.463803 7.164651 9.277451 11.166822 6.404321 8.503857 6.999064 8.102494 8.297406 8.749613 11.990203 9.991735 1.789604 7.305311 9.566044 10.371753 8.155933 9.293437 11.464686 8.687457 11.660330 5.766892 6.531079 7.249042 10.038725 10.541155 10.5611006 10.4451418 7.4969704 NA 12.1104117 8.8367349 6.9085523 11.3214799 5.3442000 9.8271582 8.6599759 6.8770743 6.1115384 10.0148186 6.8981358 12.6739725 10.1416545 9.6537972 13.1315469 14.0142158 6.7084742 9.4761117 9.6303891 8.3053112 9.0956729 8.7924262 4.4334669 5.3745735 13.4705200 9.1471632 10.0853800 5.9393582 -0.2103959 9.9645368 9.1137916 13.9459313 9.2572167 12.5474178 9.7510608 8.2774511 8.0393885 11.3969414 10.7825494 15.5236062 11.3104900 12.0879601 13.6580479 10.7811330 2.5969590 11.1872858 9.1405504 11.3043252 9.1602985 8.9843680 8.6995041 9.7726047 12.5905110 10.4690912 11.3136581 5.3442000 6.3131733 8.3670399 14.2728198 10.5742460 12.5758808 6.7438071 NA NA 10.5268584 12.3192857 11.8637292 7.4189674 11.1592085 11.669960 12.638038 10.988056 10.232555 6.999064 11.435270 12.810417 5.877074 9.374574 13.242624 6.199003 7.743808 12.507701 8.168989 11.139445 10.451389 3.959538 13.943638 6.188098 5.672253 8.464545 9.644479 9.077323 10.377389 9.001499 9.058738 5.696503 11.195816 10.369870 9.974486 10.321967 10.295423 10.174395 11.631569 3.490057 9.703996 9.072699 13.420502 8.273427 7.772605 9.520930 9.163564 12.569536 5.111541 7.749613 4.490050 11.176551 10.412578 10.994182 13.273805 10.612182 9.727721 10.429856 10.731392 10.746445 8.032785 9.537804 9.909849 2.111532 1.374567 NA 11.225281 11.545504 9.838098 2.959529 7.783965 7.684429 10.820278 TCGA-B8-A54G 50 0 NA 53 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney clear cell renal carcinoma yes 7 NA black or african american not hispanic or latino 274.28.0 NA NA 3 2 3 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.7289665 9.4375642 9.1049153 5.7019233 12.3575110 9.3569385 12.9552391 NA 4.2785647 7.7150985 7.2956826 8.3746079 10.8402534 8.6428225 12.3213521 9.6123387 11.4165465 7.7539174 0.9337237 10.3282012 10.0732899 6.3515912 14.0736496 NA 7.3641907 NA NA 10.1042896 9.9863065 8.0936098 4.3260555 8.9740282 9.7035764 10.9031251 12.4907235 9.8674292 8.5739834 7.0630218 12.5798472 9.7451133 7.6514148 12.6565461 2.5187114 10.7318053 9.5073858 4.3260555 12.6598503 9.5073858 11.0015090 9.8886618 7.3515912 2.8406244 10.8907463 8.4690137 7.8995231 -0.0662763 1.2556820 10.2863338 8.8421313 -0.0662763 8.8511106 9.8791824 0.9337237 11.1294183 6.2466209 2.5187114 9.8621904 8.5576199 11.5062019 8.3174429 15.7169798 7.7854878 9.4315904 5.4094724 10.0955003 7.7854878 3.7410894 2.2382366 9.3600034 9.7394824 9.2466216 9.5901633 8.7491219 8.5429173 8.4592595 6.9671617 13.4183727 10.8769860 NA 11.4731397 11.5265062 6.5410687 -0.0662763 0.9337237 10.9421672 8.6096955 9.9767659 7.8436315 8.9616445 10.9145922 8.6514148 10.4721700 0.5187365 8.5703631 1.2556820 NA 9.2912907 2.8406244 8.0936098 8.9903763 10.0771217 7.9561066 10.4587699 8.7035762 12.0353696 9.4592595 9.8659533 13.0926638 1.5186862 10.9814385 10.7535185 10.1431919 9.6919617 9.9103027 NA -0.0662763 -1.0661253 -1.0661253 8.7650457 13.8249527 4.0212043 12.2918403 9.6298367 9.8555794 5.3766828 7.1721434 9.8864797 10.6798329 9.2624134 11.3798785 9.6684482 9.5874794 10.8428816 4.1816671 3.9781315 3.0211954 -1.0661253 10.6110178 14.0679242 9.8156172 11.3774592 9.2295074 6.6886266 10.5224531 8.0264958 8.7633820 12.4252159 9.2890896 3.8406244 9.7685651 9.8041033 8.5937343 11.2899154 12.3971352 11.1709485 10.5557904 9.2879880 1.6140502 11.7314001 8.8511106 9.6176104 9.8002447 9.5874794 -1.0661253 7.7475197 10.6777314 5.8163821 8.9889667 10.8604052 8.2306546 10.8159995 8.9138782 10.0409557 11.1266478 9.8488709 7.8945225 6.2646546 6.4728971 9.9045634 -1.0661253 7.3890660 7.9252607 6.6616584 12.3206788 11.1071034 9.1673582 10.4069369 10.8398776 8.4787029 10.7326031 9.1733371 10.3071475 7.6718312 -0.0662763 10.5635505 4.5484490 1.7411002 6.8526019 3.3260627 10.2735885 4.2556669 9.3174429 7.1417291 6.4335838 -0.0662763 -1.0661253 10.9650952 10.3425990 11.0623774 11.7721546 7.5261956 9.5392181 6.4257513 9.2590441 10.9167321 10.9298589 8.6341783 10.3772001 11.5007439 -0.0662763 8.7932733 0.9337237 0.9337237 10.2573564 8.8850234 9.1321835 8.7362548 9.9512429 12.0307831 11.0983313 0.9337237 8.3324824 13.6358571 9.9153058 0.5187365 1.5186862 0.9337237 -1.0661253 6.9835876 14.3039151 10.4200709 8.0860231 9.3473665 NA 8.4573004 9.0594621 9.9554126 9.3152816 7.3297865 11.2266353 9.6785723 11.2755353 9.7598659 7.7634614 10.2116071 8.9309180 3.9041276 7.2384773 10.4830419 0.00083195 0.01754400 0.49787000 0.48837000 -0.00112760 -0.00810190 0.00249690 -0.00517740 -0.00346270 -0.03122300 -0.03122300 -0.03122300 -0.02315500 0.00083195 0.00083195 0.00083195 -0.49913000 -0.50584000 -0.50194000 -0.50194000 -0.50194000 0.00917050 -0.00070535 -0.50079000 -0.50079000 -0.00055444 -0.00456950 -0.00456950 0.00249690 0.00221930 0.00221930 0.00917050 0.00917050 -0.49673000 -0.00336900 -0.00027724 -0.00346270 -0.03122300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.7729427 10.6026235 8.6565461 14.0269085 9.6488425 NA -0.0662763 10.2415086 10.3009786 2.2556518 8.9195805 3.4573054 8.8806448 15.9246403 9.0643092 9.8110227 6.4573004 7.6479843 9.8540914 8.6599567 6.5035936 10.7882174 8.0758455 8.2420775 9.6659992 10.1272639 5.9561055 11.5553326 11.0700889 7.6307061 12.1940510 3.3260627 6.6132193 7.7378692 4.8879346 10.6441145 9.3335505 10.1846290 8.5429173 -1.0661253 10.6298367 7.3766820 5.2735868 10.5012194 6.1334115 9.7689994 10.3104066 6.9616442 6.3515912 9.7760889 6.6061638 12.7123291 11.0145561 9.8224818 13.5030008 13.5319074 7.4013438 8.9574930 9.5802972 9.5205784 9.3797879 9.6488425 7.6237367 -0.0662763 13.0098861 7.6785727 10.5054912 3.7410894 -0.0662763 9.8002447 8.1111581 13.0579407 9.4114968 13.0926638 9.3890658 8.0809433 6.8335783 10.6211142 10.3006071 15.3150956 11.3798785 11.4528834 13.5124061 10.7277482 0.9337237 11.7222530 6.3431289 11.1331042 8.8496181 8.5937343 8.2556664 9.9512429 12.5535000 12.7091431 11.5217481 2.1036655 6.5990738 3.8406244 13.5149421 11.2638151 13.0537334 7.6272252 NA -1.0661253 10.2483218 12.5725138 11.3393720 7.5336513 10.5937344 10.9971337 12.3496123 11.4165465 10.3282012 8.6202393 11.3428643 12.4166725 5.3600025 9.9393631 13.0034812 7.6514148 4.9561078 12.0128566 8.3303433 11.2002323 10.1869952 2.1036655 13.0701690 7.5021890 7.6061638 8.8120348 10.0297948 7.8615162 9.6132187 7.2420775 8.8464034 8.1887673 11.8015964 10.4758031 9.5196400 10.7142783 10.5699100 9.4165465 10.3276652 5.1625565 10.6123387 3.2556669 12.8856088 7.7917197 5.9449662 9.2295074 10.0341184 12.6189254 3.4573054 8.4825603 -0.0662763 10.6777314 10.3500083 11.5380601 12.3206788 10.6123387 8.1769126 10.3071475 10.9376078 10.4902446 7.4997925 9.8930160 9.6471251 2.8406244 NA -1.0661253 11.1343307 12.6198998 8.5054912 5.1036655 8.4573004 7.8850234 10.4449970 TCGA-B8-A54H 69 0 NA 256 kidney stage ii t2a n0 mx 19-3-2015 female 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american NA 340.22.0 NA NA 2 2 3 5 2 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3483677 10.1359029 7.2912554 -0.8147677 10.1153452 8.1129915 12.5961296 -0.2297207 1.3162616 8.5061477 10.7808376 8.3414303 10.8628465 8.3464787 11.7752322 10.3960184 11.0047278 9.5952683 3.8857891 10.2591539 8.2754597 6.4753654 10.5151433 NA 6.5207381 NA -1.8145140 10.2684939 10.0530119 7.6365579 3.4332800 8.4117593 9.5301978 10.3401651 10.5995037 10.3197734 9.0549410 4.9132676 8.6631055 10.1289607 7.2132530 10.3893067 5.1853472 10.7566256 10.3458487 1.9926959 10.5843579 9.3452183 10.4962438 10.5792737 7.8292033 7.6199756 10.5317694 8.9194894 8.3477383 5.0055257 0.7702793 10.1782854 8.6272537 -1.8145140 6.6851931 9.7010468 2.1853591 10.3944957 9.2628303 5.3947988 11.0994088 13.2142891 10.8714098 10.1550933 16.2991655 8.6053073 10.0782693 4.9402325 10.1442622 7.4891278 7.2514360 2.3552700 9.5565792 9.7442460 8.9343785 9.8160693 8.6911586 8.6661373 9.4123613 7.4237521 13.2438462 10.5343517 NA 12.1083030 10.7568224 7.1071878 -0.8147677 2.3552700 11.5830217 8.6042537 9.6406742 8.7059658 6.4661181 11.7757002 9.7866535 12.3110818 5.3248970 9.3016910 NA NA 9.7968330 5.8995914 8.6580379 9.7035084 9.8827491 8.7759342 8.9576616 9.3407977 11.3543576 9.7447242 10.5069933 12.3685947 2.0922413 11.1178921 10.7940639 9.8381920 8.8237831 10.2104866 1.8857696 0.5073126 0.1853591 -0.2297207 8.5830218 13.4900549 9.5862266 12.9735046 9.3527651 9.7312768 1.6447792 7.1012267 10.5467426 10.8271730 9.6772001 11.2075120 9.6089883 6.9166665 10.9799659 6.3502532 4.5776645 1.5072619 0.5073126 9.4620531 13.3417857 9.4497896 10.6537165 9.6272537 7.9217487 10.2846948 7.9862471 9.5835029 12.2689095 9.2521091 6.3652568 10.0509141 10.3046125 8.9175144 11.4372732 12.2369808 11.5253362 9.0134835 9.0702806 3.8824572 11.9202683 9.2833792 10.1683407 9.0656959 9.6741914 0.9926959 8.5603863 10.6844455 9.5014985 9.2819173 11.9479367 9.0610963 11.1140505 8.9318615 10.3239388 11.2907645 9.5840908 8.5890196 5.1511323 7.7206225 10.0023307 0.5073126 10.2228940 8.3016910 7.3146304 12.6147538 9.8457888 8.8978742 11.0537838 10.3990588 9.4690141 10.8937477 8.9410693 10.2038950 8.3726992 3.2297417 11.2747975 7.4521333 1.9926959 8.6570222 4.4332733 10.6995679 6.0308370 10.0293702 5.7666985 4.7552027 -1.8145140 0.1853591 11.2370658 10.5268659 11.0744707 11.8514601 8.3960186 9.1860444 6.3403166 11.5299204 10.6534620 11.0566748 8.6396464 9.8909794 11.6952457 NA 8.3325518 -0.8147677 -1.8145140 9.9878634 8.7235360 9.0300527 8.3312793 9.6980875 14.1519426 13.8040480 1.6447792 11.3447454 13.2497530 10.1496879 -0.8147677 3.3552700 1.1853591 -0.8147677 6.8292026 13.8137071 9.2971348 8.1071878 11.2733071 -1.8145140 8.8506829 9.0487280 10.2856809 9.9703908 7.6365579 11.4747896 9.7172158 10.9761028 9.9409607 8.5862266 10.4776686 9.2814034 5.4311850 7.8181239 10.1558125 -0.071587 0.022044 0.033992 0.495990 0.024568 -0.078791 -0.075326 0.011978 0.018263 -0.022587 -0.022587 -0.022587 -0.022587 -0.082336 -0.064892 -0.071587 0.022044 -0.477530 -0.477530 -0.477530 -0.477530 -0.059519 0.017843 -0.066769 -0.066769 -0.102950 -0.077859 -0.077859 -0.075326 0.014698 0.014698 0.018543 0.024007 -0.072146 0.011240 0.024709 0.018263 -0.022587 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.5668897 12.0586950 8.9576616 12.2664976 9.7829340 NA 1.7703216 9.9435702 10.8274732 0.5073126 9.3714613 7.6570226 9.0269115 12.2872407 7.4261381 7.9081548 6.9335396 8.6468265 8.6651273 8.3540192 7.8273986 10.2208334 6.2242661 9.1923742 9.8156824 10.3168825 7.5251974 3.8292001 11.1411785 8.6230990 12.1550780 5.2514351 6.9335396 7.4141660 7.7264437 10.9266033 9.837296 10.091486 8.661080 NA 9.807857 8.995115 5.569051 10.724021 3.611609 10.062631 9.693637 7.005526 6.946898 9.869657 6.755203 13.384559 10.641958 10.102346 13.598115 12.717886 7.283379 9.235876 9.511777 6.896153 9.518502 9.446267 6.355272 5.442735 12.925971 9.740895 10.281733 4.162629 1.185359 9.721594 8.475366 12.401790 9.887520 12.368595 9.471327 7.843559 6.771962 9.890979 10.778972 15.637097 11.207512 11.079596 13.017001 10.808085 1.885770 11.391140 9.750925 10.072187 8.925971 8.917514 8.143900 10.079407 12.656324 10.740655 11.382404 3.966707 6.037097 7.221520 13.593893 11.111087 12.817036 7.005526 NA NA 11.162985 12.472987 11.452526 7.607412 10.940861 11.453304 12.847014 11.004728 10.259154 7.350254 10.912629 11.194651 4.940233 9.847125 14.938787 7.213253 6.818342 13.184793 9.064930 11.465683 10.086591 2.433280 14.395581 5.827471 6.011896 8.768881 10.346164 9.244692 10.058407 8.663105 9.184558 5.792678 11.931966 9.834603 9.956424 10.746635 10.160120 9.327454 11.202155 2.272800 9.936891 5.829203 12.943471 8.838192 8.376406 9.627254 9.700549 12.636043 3.092241 8.733206 5.092237 10.684445 10.463216 10.897229 12.614754 11.116454 9.056482 10.203895 11.104955 10.682737 4.594740 10.104210 9.963013 NA 4.857772 -1.814514 10.080544 11.416172 9.598446 5.005526 8.850683 8.566890 10.313664 TCGA-B8-A54I 48 0 NA 150 kidney stage i t1b nx mx 19-3-2015 male 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.22.0 NA NA 3 2 2 4 2 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8542319 10.0410420 9.4902053 NA 13.0423204 7.6820634 13.0313102 0.3164933 3.6492361 6.2707252 8.9711641 7.7963083 10.2648954 8.0680721 12.3432244 11.1339115 10.7012956 6.7759592 2.6384678 10.0324900 9.5100534 6.9014908 15.3723189 NA 7.1745093 NA NA 10.0571521 9.9339955 7.8749488 3.9603820 8.9257069 9.0995264 10.5591068 11.9201545 9.8547171 9.0714157 5.9312386 10.8816302 9.4726112 8.9783063 11.2909427 6.3826171 10.4700802 10.2428241 5.0169687 12.6337994 9.0082717 10.6850346 10.3561326 7.1807138 8.5137450 9.9061793 9.4281334 8.0376271 4.2234225 2.1238979 9.5938156 8.0913153 2.3165223 6.8322280 10.2226670 2.3165223 10.5119003 9.1383020 2.6384678 10.1079514 11.8156265 10.2895079 9.2880717 15.9965579 7.9603843 10.1930450 4.8083799 9.7013118 7.3772244 6.9164408 3.2050327 7.3986770 8.6384562 9.1446646 9.8153774 9.1141897 8.6042404 8.9977666 6.1238834 13.3559613 11.7589533 NA 11.5381152 10.8342959 7.8123833 0.3164933 4.8400906 10.7385929 8.3361187 10.4217819 9.1682772 10.6191670 10.8430274 8.0880175 12.2680696 1.6384446 8.9440619 3.0169598 NA 9.1915094 4.2234225 9.3485739 9.3151185 10.3478847 8.2619717 10.4637330 10.0126262 11.4600867 9.5100534 10.3319432 13.0329189 4.1745103 10.7997947 10.2546374 9.5879910 9.0813998 9.9117856 NA 2.6384678 2.6384678 0.9014945 6.1238834 13.8646878 9.9005511 11.9038368 10.3650150 10.3826173 4.9889528 7.2294178 10.1149999 9.8720758 10.0021530 11.1649280 9.3731658 9.3513271 11.2052714 1.6384446 -0.6833908 4.5259811 0.3164933 10.9999614 14.0026456 8.9711641 11.0187008 8.4039911 6.6203093 10.3073412 8.2794239 8.6865397 8.6652563 8.7490699 10.8629403 9.7435476 9.1254923 7.8322280 10.6685715 13.5157403 12.8608889 9.0529302 9.4738750 2.7824924 12.8490058 8.9621866 8.7922616 10.4935676 11.2765300 3.4039903 7.6828507 10.2189032 4.6870439 7.3051561 11.3976786 7.8361646 10.7922615 9.1238829 9.3636521 12.1778089 10.6452030 8.4044153 5.4039903 8.6429575 9.5903237 0.3164933 10.4464551 7.0512372 6.4560800 12.4708716 10.8158757 8.7023905 10.6111489 10.5204878 8.1174280 11.6285318 9.4119251 9.5620808 9.0047783 -0.6833908 10.8782934 6.0030287 5.7064394 8.2851950 2.1238979 10.1807143 3.0169598 10.4315718 7.3243966 4.7088439 NA NA 11.1783905 10.1752862 10.5038802 11.7774959 7.9818641 8.5308472 6.8854719 10.7007723 10.9085179 10.0187008 8.3471953 9.3826173 11.5420368 0.9014945 8.9201545 NA NA 9.7333257 8.1367072 9.9449736 7.9960085 9.9880691 11.8128826 12.6450628 3.1238814 9.4026644 13.7263168 9.5715566 NA 3.1238814 2.7759566 1.9014945 5.7594728 14.2608284 10.5453468 6.8479092 10.3214508 NA 8.2590427 9.4426647 10.7947922 8.9942476 6.8634231 11.5026423 8.8083812 10.9349136 9.4237452 8.2443063 9.8223396 9.6980710 3.9603820 8.0204316 11.9736232 -0.0120960 0.2488600 0.2973700 0.5834400 0.6124400 0.2989100 -0.0100280 -0.0057886 0.0282670 0.0918570 0.1000900 0.1000900 0.1000900 0.0188700 -0.0120960 -0.0120960 0.2488600 -0.3599400 -0.3581200 -0.3581200 -0.3581200 -0.0412300 0.5869400 -0.0409590 -0.0409590 -0.3756700 -0.0425880 -0.0425880 -0.0100280 0.2717200 0.2717200 -0.0523040 -0.0505760 -0.3550500 0.3040200 -0.0408230 0.0282670 0.0918570 0.000 0.000 0.272 0.272 0.291 0.291 0.000 -0.355 0.000 0.319 0.319 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.270 0.270 -0.358 -0.358 0.000 0.000 0.583 0.583 0.000 0.000 0.612 0.612 -0.082 0.294 0.000 0.000 0.100 0.100 0.000 0.000 0.272 0.272 0.291 0.291 0.000 -0.355 0.000 0.319 0.319 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.270 0.270 -0.358 -0.358 0.000 0.000 0.583 0.583 0.000 0.000 0.612 0.612 -0.082 0.294 0.000 0.000 0.100 0.100 9.564456 10.984527 8.496437 10.829762 9.091315 7.199171 2.316522 9.675179 10.818863 3.123881 8.629411 4.123881 8.528416 14.378152 8.244306 9.538115 5.945884 6.476400 10.632244 7.333336 12.190164 10.131911 5.525981 9.147835 9.315119 10.475769 8.174509 10.253902 11.300234 6.938580 12.534327 4.601928 7.310882 7.293808 6.832228 10.257576 9.9349136 9.6674673 9.0359169 NA 11.3392427 8.2938082 6.6740807 9.6740801 3.6384562 9.9449736 9.8806776 7.2531658 9.4341712 8.8459585 7.2413406 12.6814835 11.3866490 9.4092853 13.1623122 12.4539996 5.9458839 9.1899723 9.7820945 9.7922616 9.5137448 10.2283321 5.7259183 5.1238814 13.0036850 8.1270998 8.2113457 5.8083825 1.9014945 10.6608240 6.6474455 13.0313102 9.4927012 13.0329189 8.5259815 7.6959061 7.0162746 11.8373923 11.0776637 15.9198357 11.1649280 10.9192270 13.1317112 10.5192641 2.4864570 11.9305477 8.7656766 11.2765300 8.2938082 7.8322280 7.8361646 10.0622024 11.8327206 10.7018513 11.0324901 7.1494179 6.9960079 5.6384562 13.9323095 10.5943966 12.5613379 7.0512372 1.3165513 -0.6833908 9.8312422 12.5535886 10.6546350 6.7677395 10.0238873 11.2743557 11.9436059 10.7012956 10.0324900 6.9312375 9.7227331 14.0558341 6.9238587 9.4106059 14.0412700 8.9783063 2.7759566 11.6251231 8.9621866 11.4036594 9.3023700 2.7759566 13.0665023 8.6751794 6.6294105 8.4986741 9.7615429 8.1557320 9.7227331 6.7088452 9.1909716 6.4039903 11.9284750 10.1628020 8.4119253 11.3447795 10.0444486 8.7385929 10.6440808 3.0169598 9.7687694 7.7385929 13.1082130 8.0780793 6.0579961 8.4039911 10.1534069 12.4615049 11.5171203 8.3718106 3.4864570 10.2189032 10.3023700 10.6937386 12.4708716 10.6151636 8.3853063 9.5620808 11.3281048 9.7125227 6.6740807 10.5507468 10.0946053 4.7759618 0.3937457 2.9014945 10.5423381 11.6768402 8.1588783 5.0978889 8.2590427 8.6959065 10.0143645 TCGA-B8-A54J 60 0 NA 528 kidney stage ii t2a nx mx 19-3-2015 male 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.22.0 NA NA 2 2 3 3 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7329872 9.9836793 7.0730115 -0.4027787 10.5430874 7.7801690 12.2463094 -1.4027787 1.3087686 7.2977178 11.0618236 9.0810935 10.7957229 8.4614639 11.8253449 9.8646497 10.5824082 8.5456449 2.8452090 10.4404138 7.8826803 7.2626136 11.2180338 NA 5.9101618 -1.4027787 1.9191875 10.6004444 10.0648834 7.3786373 3.4046307 7.9679651 9.5265362 10.7155700 10.4883020 10.3209387 10.0735177 5.0730104 8.2357137 9.7659499 7.6873904 10.3945341 5.5859630 10.5688213 10.8070358 3.5041627 10.5979821 9.6396213 10.3080843 10.3700048 7.7520963 3.8067262 10.4949909 9.2266345 8.1971906 6.8687411 0.5973166 10.2110673 8.1990485 NA 6.7110199 9.3819128 1.4046307 10.7830825 9.4198485 6.8115969 10.3517019 10.8000139 11.1077948 10.8731113 15.4946388 8.4396281 9.3521653 5.0730104 9.9498731 7.0277302 6.6900343 3.0567049 10.2780769 9.5754663 9.1981199 10.2004405 7.7031865 8.4190517 9.0800857 7.2802725 12.7912651 10.6484867 NA 12.2334493 10.7987095 8.0066689 NA 2.9895932 12.2798336 8.7432100 9.3200855 8.4753289 7.0851176 11.0585014 8.7278483 11.8810709 3.8452090 8.9293143 NA NA 9.7634410 4.5745557 8.6647122 9.7778086 9.6840774 8.4380558 8.8212794 9.4174568 11.2725821 10.0071990 10.2027573 11.5981581 0.9192257 11.2633842 10.3336798 9.7342690 10.0500339 9.8739839 NA 2.9895932 2.7672098 -0.4027787 8.1633317 13.5482893 8.5759884 12.3511213 9.6341382 10.0474581 1.7671887 6.8356828 10.7492457 10.3158107 9.3695923 11.7051438 10.0546587 7.5368572 10.9627801 5.6306996 5.1050704 0.5973166 -1.4027787 9.0077292 13.2870574 8.6939929 10.9200510 9.3745331 7.3819123 10.3089448 8.1934677 10.4144174 11.6839117 9.5004065 6.4799209 10.4072589 10.1065580 8.4875422 11.0093183 12.1516269 11.4054376 8.4905794 9.2916358 3.4784542 11.7479771 8.8745652 9.4404137 9.3471472 10.5543798 NA 7.9614126 10.8745652 10.3339419 8.9889831 11.5009714 8.8964859 10.9473883 8.3080841 10.2946798 11.1782429 9.7201059 8.9197694 4.9010600 7.7162186 9.9248305 1.4046307 9.6175633 8.3835475 6.8826797 12.4632044 10.0109057 8.4364817 10.9323890 9.7858667 9.3571660 10.9338932 9.2572737 10.1794199 8.2429364 2.8452090 11.5958682 7.9124271 3.6416732 6.1971911 4.5745557 10.3454707 7.5250556 9.7994568 6.0776233 4.3521653 NA -0.4027787 11.0258997 10.4806848 10.9087424 11.9949525 7.8640642 8.3029103 5.6770825 12.2940281 11.0461685 10.8701992 8.4427677 9.9895953 11.6277725 -0.4027787 8.2855280 NA -0.4027787 9.9186422 9.1642832 9.2697032 8.4890616 10.1139627 14.1443230 15.6415652 1.9191875 11.3959521 12.3847723 9.7703302 -0.4027787 4.4552615 0.1821838 -1.4027787 6.3981776 13.8098882 10.0422926 7.6926748 11.7363495 -1.4027787 8.5572799 8.8313408 10.0821007 9.6800922 7.5485622 11.2719115 9.5183748 10.7898789 9.3046370 8.5673838 10.2894574 9.6633670 4.7118528 8.0131462 10.4154605 0.00406130 0.00037590 0.09122600 0.47294000 0.04008100 -0.00536240 0.00267270 0.00417950 0.00670240 0.00684150 0.00684150 0.00684150 0.00086893 0.00406130 0.00406130 0.00406130 -0.00204140 -0.49385000 -0.49385000 -0.49367000 -0.00619180 -0.00287220 0.00193290 -0.00245690 -0.00245690 -0.00536240 -0.00010166 -0.00010166 -0.00508580 -0.00798750 -0.00798750 -0.00370260 -0.00370260 0.00211750 0.00656330 -0.00134890 0.00670240 0.00684150 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.485 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.485 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.7944945 11.8465395 8.6606730 12.6237148 9.5802714 NA 0.9192257 9.8344878 11.2163767 0.1821838 8.7734511 5.6196448 9.2581651 13.0119631 6.9852955 7.9895955 6.6196463 8.1803607 8.7136219 7.9010588 9.9426831 10.1566549 5.8164461 8.8628930 9.5789593 10.1344963 8.3166667 8.8332921 11.0469423 9.1633319 12.2049480 2.8452090 6.1364375 7.1518669 8.0971235 10.5416238 10.375355 10.096127 8.696626 NA 10.692675 7.987447 6.290765 10.421839 4.479923 9.828499 8.901058 5.845207 8.775943 9.875727 7.565944 12.982399 10.708740 9.894767 14.247180 12.502665 7.023543 9.107053 9.327748 6.716219 9.906754 9.528015 6.056709 6.398178 13.191486 9.755256 9.229364 6.112977 3.455255 9.556555 8.138374 12.760692 9.768455 11.598158 9.155699 7.600093 7.136360 7.974489 12.613738 14.765715 11.705144 10.858197 13.082856 10.430563 1.182247 11.796797 9.706456 9.839856 8.565945 8.487542 8.013019 10.280272 12.734829 10.187397 11.184115 3.182247 6.398178 4.882682 13.595287 10.784939 12.732907 7.308084 NA NA 10.804597 12.631991 11.225206 7.597278 10.799095 11.637910 12.742732 10.582408 10.440414 7.015131 11.754941 10.988521 6.821279 10.017238 14.575027 7.687390 8.118878 13.054052 8.434906 11.136437 10.332411 2.767210 14.154981 6.640141 6.174706 9.090703 10.632077 9.424620 10.209225 8.393318 8.740202 5.695309 11.894767 10.131581 9.523574 10.828199 10.361735 9.054659 11.154263 3.551479 9.940464 7.657974 12.883149 8.652560 7.842831 9.374533 9.854730 12.559360 3.767199 9.367942 6.372064 10.874565 10.652560 10.916668 12.463204 10.799402 9.048489 10.179420 11.474562 10.617146 6.040222 10.441199 9.969599 2.056722 3.297720 -1.402779 11.163570 12.326610 9.232996 3.954829 8.557280 8.612693 10.131581 TCGA-B8-A54K 61 0 NA 469 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.22.0 NA NA 2 1 1 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4728101 10.0161039 6.9126403 8.4242612 11.0896989 5.7893119 11.8420586 -0.1587514 0.2085173 1.4261574 9.8234590 9.3880728 11.2003787 8.8411784 11.5612087 7.9959966 10.5385716 8.1495175 4.8411781 10.9519878 7.9807297 8.4429489 9.3472477 NA 7.1173023 -0.1587514 -0.1587514 10.1765686 10.5977346 8.6850992 2.5416140 8.3350339 9.4677999 10.4457315 8.8910269 10.0506316 9.4138786 4.9909276 7.9018739 9.9126406 7.2590304 11.2399220 4.8411781 10.1003330 11.7672889 0.4261037 8.9166576 8.8828374 9.4110338 10.6335619 8.3249942 7.8964608 10.9860022 8.9435870 8.0603468 5.5416171 -1.1587514 9.2085931 8.9099567 0.4261037 5.3489724 8.6404601 2.8411882 10.0621611 9.1079648 5.8069633 11.4629143 10.8496069 9.3598315 9.9890192 15.7194328 8.0185980 10.4604812 5.2162181 9.8649327 8.5398831 6.0210866 4.1350669 12.8560705 9.3199480 9.0148554 10.4058041 9.8586827 8.1943250 9.6110161 6.8241721 13.5822765 10.9874287 NA 11.3945676 10.3869826 11.1360861 NA 7.4778028 12.1280248 8.3390300 9.4778030 7.7953747 5.9392101 11.0956164 9.3138691 7.4509852 2.9286356 9.0855420 NA NA 9.3199480 4.3006070 8.3310262 8.9807297 11.5118345 8.3249942 8.1495175 10.3305246 11.5326187 10.1403863 10.3390301 12.3798522 -1.1587514 11.2214391 10.9800900 10.3827589 9.5885321 9.9179939 -1.1587514 2.6485345 3.4850403 -0.1587514 5.9601201 13.7803442 7.6549596 3.5416140 8.7329621 9.9359158 1.8411680 8.9896548 8.9470869 11.1782426 9.6192554 10.9841660 8.8964608 5.0506323 10.7884499 6.7176956 6.6093620 2.7480747 1.4261574 10.1965293 13.8649759 9.4595638 11.1012157 9.5707989 7.6866686 10.4100844 7.9179938 10.3806376 11.7708065 10.7770800 11.3613058 11.2295939 10.2695385 8.6629524 12.1624017 12.9416764 10.9610921 8.0408508 9.1928022 2.2210728 11.8785536 8.9743205 9.9633592 8.9745775 9.3390300 NA 9.1765686 11.3499634 9.4145698 6.3600288 10.3174182 9.2778899 11.1155564 10.2658695 9.9768876 11.2375155 9.6557607 8.9476495 2.8411882 8.5588546 10.5377112 -1.1587514 10.6948777 9.9915603 7.1899066 13.5514466 9.6669321 8.4904346 10.2134992 9.1664837 10.2585034 10.6234435 8.5346651 10.9985252 9.1483792 2.8411882 11.8033513 7.0111031 2.1631122 1.4261574 4.3006070 10.7566842 5.9286404 10.8277314 6.6949874 5.1810270 NA -1.1587514 10.8964607 10.3310262 11.1602859 12.0262086 7.3568780 9.6991593 5.7106797 11.2698002 10.5851711 11.6066716 8.9032245 10.0433021 11.8809541 -1.1587514 7.9418405 1.1631122 NA 10.3052135 8.3568780 8.8759772 7.9959966 9.1865835 11.6827426 14.4842171 1.1631122 11.8000934 10.8058802 10.1335000 -0.1587514 3.7953721 -0.1587514 NA 6.6803820 15.4673721 9.9646531 8.7069114 11.2151310 NA 7.0603468 8.9805889 9.0914766 10.0004189 7.5416178 11.0433021 9.9239927 10.6609582 10.3656368 7.7329617 11.4157718 8.6453093 6.2291957 8.2764525 10.0439144 0.00917050 0.00513590 0.00271870 -0.01711600 0.00569190 -0.00526100 -0.00401620 -0.00288320 0.00527490 0.00541390 0.00541390 0.00541390 -0.00110920 0.01027000 0.00972760 0.00917050 0.00513590 0.01488800 0.01796300 0.01796300 0.01796300 -0.00120490 -0.01893900 0.00171070 0.00388540 0.00041593 -0.00166290 -0.00166290 -0.00401620 0.00000000 0.00000000 0.00000000 0.00000000 0.00124810 -0.00263220 -0.00027724 -0.02185000 0.00541390 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.3254977 12.1951521 9.2778899 10.9591460 9.9005227 NA 8.0481926 9.8773519 11.0009109 -0.1587514 9.6613572 9.1067932 9.6565616 8.2820473 4.5416202 5.4410917 6.5554235 8.7540677 6.3725604 9.2151308 11.5118345 10.2248826 -1.1587514 7.9045732 10.1580254 10.5158120 6.7053642 5.8746003 11.0294581 10.7928273 12.1102904 3.6991629 7.1126418 8.5605671 10.5429179 10.5923039 9.7682154 10.3842101 7.2463197 NA 11.0870280 9.5381459 8.6835287 11.2481804 5.4705336 10.2399220 9.1472400 6.1810290 7.1357985 9.8876202 6.8411781 12.7214314 10.4989433 9.9179939 12.9095367 13.9453265 7.1495175 8.2096849 9.8732240 4.2674459 9.1483792 8.7480690 9.1921175 5.1265806 13.7773561 9.1242666 10.9126407 9.3249939 -1.1587514 9.0950259 8.2075005 13.4144704 10.0439144 12.3798522 9.5741937 8.2758065 8.9128016 14.0713864 9.4832299 16.2802706 10.9841660 12.1730749 13.7740850 11.0594388 NA 10.7363749 11.1117656 10.8896652 9.2642941 8.6629524 8.4317654 10.0054567 12.6643465 7.9418405 11.3407626 3.3647405 6.5554235 9.1323491 14.3992653 10.9743205 12.9304632 5.8524059 0.4261037 NA 9.8134402 12.3307754 11.8033387 7.9392101 11.1138080 11.6718915 12.4894235 10.5385716 10.9519878 6.9072681 10.4237908 10.2393875 4.3957689 9.4466578 14.0363355 7.2590304 8.2484461 12.8318575 8.2463197 11.5956483 10.8273759 3.3647405 13.6525530 7.0213365 7.1943255 7.2964235 9.2747637 9.2642941 10.0735992 9.0060851 9.1970029 8.4522029 10.6002343 9.6716936 10.5792706 10.2747637 9.7953746 11.4301271 12.5597111 3.2334893 9.2975326 3.4850403 13.6764491 8.4072325 7.1899066 9.5707989 9.0900428 11.8649326 0.4261037 8.2291957 5.0111020 11.3499634 10.9893370 10.7480689 13.5514466 11.2028479 10.7134684 10.9985252 10.5893711 11.0492328 9.4214369 10.2047655 10.3568781 -0.1587514 NA NA 9.9978935 11.2817101 9.7674742 3.6991629 7.0603468 8.2548061 10.9497027 TCGA-B8-A7U6 54 0 NA 495 kidney stage i t1a nx NA 19-3-2015 female 2013 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 387.18.0 NA NA 2 2 3 5 2 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5952438 10.2673512 7.5457754 9.0143282 11.3028356 4.8124417 11.2774889 -0.8804446 3.6405631 6.0967910 10.5021344 8.6798432 10.6307688 8.5809900 12.2213219 9.6567287 10.3525308 8.6469874 3.1195056 10.4425652 6.7989901 7.6610719 11.3950529 NA 7.6931573 NA NA 10.3483290 9.9324898 7.3721755 2.9268724 8.7378959 9.6043332 11.4187184 10.7790604 10.0758865 9.7732512 5.7633664 3.5789387 9.8668643 7.8508294 9.8112539 1.4414304 10.6322509 11.3991209 3.4414436 10.6649575 9.6912630 10.3392839 10.6420919 7.3674375 7.2175429 10.4569650 8.6586692 7.7452192 4.6740990 -0.8804446 10.0576196 8.3118033 NA 6.7848468 9.7443058 5.3674375 10.5967627 10.0773379 6.1639052 10.1917099 14.3387167 11.1855995 10.1384060 16.4997262 8.5665937 9.0910540 5.1856010 9.8371869 6.5871159 7.6113635 1.7092906 9.4481853 9.3862969 9.1693588 10.1328331 7.9364943 8.5053729 8.6912630 7.6033259 13.2353669 10.7212811 1.1194890 12.3310945 10.5145517 8.7777218 -0.8804446 6.5373629 11.8365441 8.8727272 8.5707213 8.9090440 7.0082538 11.8184320 9.1474164 11.3052531 3.1195056 8.8371867 -0.8804446 NA 10.0218855 3.7044736 8.6817528 9.7651689 9.8260064 8.6053395 8.4901979 9.1432648 11.5521723 9.9571383 10.5426263 11.8292404 -0.8804446 10.7683173 10.0036809 9.8388992 8.9929545 9.6817528 NA 1.4414304 0.7044294 NA 8.0472881 13.8782541 4.6430712 12.2740121 9.0707950 9.6073505 4.2894361 6.7268408 9.9082287 10.1432647 9.6827067 12.2761734 9.3614936 8.1223254 10.8388992 4.9523988 4.2069714 0.7044294 0.7044294 9.3862969 13.6883572 7.8810613 9.9244481 9.4175730 7.9008698 10.5906775 8.1556840 9.8935726 9.4560170 9.2280349 5.4770620 10.5522923 10.3142673 8.4025985 10.9372935 12.7924881 11.4907425 8.6508920 9.4945498 3.5118222 11.8136506 9.2306461 9.7268408 9.3423052 10.7305352 0.1195554 7.1529338 10.7852904 10.9837971 8.6683323 11.3644687 8.6013099 10.8702174 8.9106733 10.5021344 11.7886169 10.2358544 8.6992789 3.8743937 7.9300821 10.1453421 -0.8804446 10.4604731 7.6352102 6.5203892 13.0891667 9.1293389 8.9106733 11.2391000 9.6988264 9.3338296 11.0028219 9.5182540 9.7203525 7.5415752 3.1195056 11.3789594 8.0795125 2.8199542 5.3289621 3.5118222 10.3567203 7.8743980 10.0917723 6.2281395 4.9523988 0.1195554 NA 11.2339035 10.8410369 10.4008609 12.0987569 7.7488671 7.3483289 6.2165945 12.7900560 11.1501775 10.6907890 8.6073503 9.9673508 11.1855995 0.1195554 8.2149073 NA NA 9.8992297 8.9364940 9.4945498 8.8525258 10.2628936 14.5143749 15.0269409 2.5789387 10.7268407 12.1796997 10.0766124 1.7044736 4.8921870 0.1195554 2.4414304 5.7777222 13.8740848 9.8934737 7.2175429 11.9608781 NA 8.2175424 8.8286459 9.8876946 9.1556840 6.7705621 11.3774874 9.1652701 10.5830347 9.4923754 7.6508916 10.2201727 9.5696906 3.7616363 7.9171721 10.3519313 -0.03163200 0.00097064 -0.02246900 0.50533000 0.00083195 0.00000000 -0.03681000 -0.01656700 0.00319100 -0.02013800 -0.02452400 -0.02452400 -0.02452400 -0.02589300 -0.03325600 -0.03242100 0.00097064 -0.54078000 -0.54078000 -0.03054000 -0.02246900 0.00319100 0.00750000 0.00376720 0.00499690 -0.00054847 -0.02985700 -0.02903800 -0.14265000 -0.03408600 -0.03408600 -0.00083160 -0.00083160 -0.06732400 0.00041593 0.00583090 0.00319100 -0.02013800 0.000 -0.143 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.143 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.050247 11.826654 8.965000 12.376309 9.466024 NA 2.289421 10.014328 10.986391 1.119489 10.168678 6.432393 9.208299 13.131262 7.343512 7.357915 6.595244 8.225419 8.002153 7.781288 10.039119 9.770562 1.926872 8.791936 9.626036 10.033896 8.877734 9.134926 10.480357 8.635210 12.305152 3.206971 6.119510 7.113864 9.650892 10.180206 10.5230551 9.9944918 8.7397303 NA 10.5478706 8.0413514 4.2069714 10.1936519 4.4049099 9.6988264 9.0737067 7.2436320 9.3006626 9.8967658 7.7044729 12.9130121 10.6581843 9.7157002 14.6868426 12.5634899 6.9446605 9.2906873 9.5193223 6.8677038 9.9016896 9.3898058 4.0264017 4.7044736 13.8078153 8.8007488 8.7323788 6.0264017 3.4414436 9.8103814 7.3483289 15.0718649 9.6635088 11.8292404 9.0953583 7.3093354 7.1288914 11.0067310 13.6532051 15.7748734 12.2761734 10.8337559 13.8907419 10.2487933 3.2069714 11.3359531 9.7488671 9.2319498 8.5972686 8.4025985 8.4002813 10.6148658 12.8723091 9.5962567 11.2023247 3.9774906 6.8268700 5.6586685 14.2534015 10.8576026 12.5594711 6.8145299 1.1194890 0.1195554 11.6176116 12.8428513 11.1583813 7.4095293 10.5536173 11.736059 12.155512 10.352531 10.442565 6.367437 11.130388 11.683183 6.130737 9.597269 14.027104 7.850829 6.050247 13.287471 8.560379 10.853797 10.028653 3.119506 14.442424 6.835678 6.141878 9.067863 9.811254 9.295684 9.852526 8.243631 8.677931 5.404913 11.565043 10.123028 9.096790 10.882308 10.386882 9.342305 10.988333 2.119522 9.528901 5.386297 12.664626 7.826869 8.190973 9.417573 9.442205 12.626190 5.734219 9.883553 5.073705 10.785290 10.550486 10.719888 13.089167 10.873980 8.907413 9.720353 11.555701 10.689366 6.338679 9.988333 10.016600 3.874394 3.289436 1.704474 12.395926 11.845778 9.079512 4.119514 8.217542 8.096791 10.035390 TCGA-B8-A8YJ 60 0 NA 431 kidney stage i t1b nx NA 19-3-2015 female 2013 NA yes NA kidney clear cell renal carcinoma yes 10 NA black or african american NA 404.16.0 NA NA 2 2 2 5 2 2 3 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.82734620 10.59212183 7.26123273 5.90058669 10.18865090 8.76446260 10.85217546 -1.06521933 1.54359486 5.39423630 11.07403500 7.66612243 11.41104331 8.38807413 12.51682773 8.80824764 11.02225961 8.16121554 6.73570359 10.74256081 9.14669162 8.55685509 13.73357894 NA 5.23858435 1.25670877 NA 10.66016967 9.86258142 7.43464908 5.18273202 8.07435451 9.81973699 11.09246613 11.92933361 10.53192481 10.80670862 4.76769187 4.84169642 10.19336938 7.59658113 11.33994484 8.08962156 9.43664055 12.22539828 3.57866101 11.61120130 10.34737322 10.45493094 10.60811249 7.98192741 5.54951208 10.34702390 8.47783515 8.24314256 8.07435451 -1.06521933 10.29565048 8.52726039 1.74217872 7.85068255 9.13937459 6.85366636 9.34737333 10.93761842 7.10472873 10.31950617 14.55585364 11.43937417 10.93867262 14.61993543 8.65247968 8.97919766 5.60722969 10.21499416 6.42665725 9.69302655 2.70032874 7.20626617 9.58764833 8.92348824 9.82658710 8.70629294 8.05633695 8.34631427 7.66272391 12.51081529 10.61164205 NA 12.18953679 9.48521347 9.23858411 NA 6.36106824 9.84244526 8.47783515 10.09656521 7.07435451 8.95439409 11.69926037 9.54767192 9.31502635 3.74215716 9.03940218 0.51974317 NA 9.90850071 8.88754477 9.28463743 9.93550763 9.15033652 8.64216255 9.60545970 9.30112553 11.29189348 9.92135659 9.99076359 11.37437458 3.74215716 11.62976191 10.82810490 9.24655179 7.20158976 10.39730562 NA 0.93478067 3.45836888 -1.06521933 6.46618498 13.10292704 5.12462591 10.43813230 7.86849417 9.63003172 4.86554275 6.25673141 9.09593523 10.72392941 9.89190549 11.70052876 10.79744073 9.02623875 10.28795023 8.73246492 4.88900133 0.51974317 -0.06521933 9.65247986 13.84352438 7.48939200 7.58943917 10.22770017 7.74215851 10.71329131 7.21557377 10.38492175 8.96684918 8.22482218 8.82202392 10.75881142 9.23515598 9.33888053 11.26151377 12.55204126 11.10190787 9.67963720 8.87144141 2.32849183 11.03579420 9.31201390 8.83113588 9.64528267 9.30330997 2.93479954 8.22251575 11.91261993 8.31993219 6.71320915 11.14242786 8.92206729 11.74115162 5.68969054 10.37099444 11.34153989 9.93761849 8.95829431 5.60722969 9.45738498 10.34419436 NA 7.94042813 9.35686810 7.91779692 12.37709899 9.28242475 8.84469635 11.40546226 9.65931718 9.74698064 10.83842923 9.04463400 10.78538094 6.75498234 4.71616234 12.64507173 9.63263975 4.88900133 4.66272391 3.84169139 10.37671006 6.40240839 10.06858779 7.63406320 6.20159074 NA 0.93478067 11.14242786 10.50608201 10.61911373 11.84619539 7.95161169 9.00697623 5.77790886 12.20056495 11.13753945 10.99617461 8.75817057 9.71943828 11.89480534 NA 7.73893466 -0.06521933 -1.06521933 10.52492256 8.46813322 8.72596639 8.68467289 9.94183068 14.97106289 15.52162854 1.93481841 11.60346681 10.53657419 10.29510184 0.93478067 6.38601421 2.39423973 NA 7.67289556 14.57643184 8.65247968 8.27905475 13.22114458 NA 9.42965906 8.61310432 9.87878327 9.61604188 7.73570359 11.30794041 9.57233396 10.29455298 9.59382713 9.32282071 10.90670611 9.79433821 4.87661517 8.22797591 9.88244039 -0.030267 0.068622 -0.044551 0.025531 0.054518 0.023145 0.012516 0.016146 0.022304 0.000000 0.000000 0.000000 -0.057596 -0.024114 -0.032662 -0.030267 0.129920 -0.044551 -0.044551 -0.044551 -0.044551 -0.026851 0.025531 -0.031905 -0.031905 -0.091359 -0.031591 -0.031591 0.012516 0.020343 0.020343 0.019923 0.016845 -0.028081 -0.029038 -0.026030 0.022304 0.000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.309842 12.290705 8.964091 11.114090 10.199246 NA 1.742179 9.519766 10.866649 1.519743 9.128329 5.327120 9.395259 12.433279 9.085820 8.220206 6.578660 8.422643 8.792784 8.099710 11.778528 9.521643 2.104739 9.224822 9.380853 10.185694 9.948126 11.737724 11.223381 9.099710 12.055680 3.519768 5.853666 7.134476 3.888996 10.490351 11.63480955 10.46618488 8.45050319 NA 10.70008949 8.56233746 7.82354685 10.93304122 3.93479954 10.27520987 9.32604696 5.74215716 8.27909934 9.81285436 9.34313307 13.28726070 10.05374441 10.23744230 14.47429546 12.46056888 7.74858467 9.28242475 10.91136749 7.63177075 10.27743375 9.70711803 6.72270645 8.70794265 13.59106065 8.63870705 8.60899585 6.30112484 3.63524361 10.46569740 9.24427986 14.84909509 10.22999833 11.37437458 9.41660290 7.43065828 6.01939947 8.13201999 12.85403918 14.66413205 11.70052876 11.75797160 12.27618325 10.76333663 3.45836888 10.97885594 10.30929956 10.88572375 8.79278444 9.33888053 8.36316363 10.30276411 12.94681680 10.94358213 11.34127418 5.42665725 6.00089239 4.39423287 13.69131229 10.39064437 12.96684912 7.30112576 -0.06521933 -0.06521933 11.22280432 12.75478287 11.59996829 6.80516861 11.15306392 11.770064 12.576178 11.022260 10.742561 8.141818 10.407494 10.123392 7.607229 10.552271 12.522214 7.596581 7.628290 13.818796 8.682996 11.493702 10.671628 2.104739 12.261514 6.332094 6.571428 7.453457 10.426155 9.913514 10.167824 8.438629 8.466984 5.792785 11.285466 9.530993 9.684673 10.572334 10.419626 8.822024 10.930924 3.519768 10.300032 7.764526 12.972659 8.950218 6.621305 10.227700 10.215609 13.119291 8.958558 8.958558 7.832649 11.912620 10.918866 10.799377 12.377099 10.292905 10.275210 10.785381 11.356605 10.760339 6.114713 10.198659 10.220784 6.542134 4.508904 -1.065219 11.681947 10.985832 9.824307 1.256709 9.429659 7.995499 10.393723 TCGA-B9-4113 64 1 1536 1536 kidney stage i t1 nx NA 9-10-2014 male 2002 1534 NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 51.49.0 4 3 1 NA 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.629541e-07 9.4181718 10.1559272 9.0451800 NA 12.8811186 10.0612819 13.3385882 0.1686420 0.9056590 6.4845668 6.2631809 8.0974286 10.8307381 8.6005091 11.8101129 12.0552489 10.4800331 8.7065288 5.6922263 10.8994164 9.3593110 6.5837011 11.1310773 1.1686420 5.1984116 0.1686420 3.4905958 10.8113166 10.2784938 8.7870488 3.8691015 9.0875265 9.5844050 10.1516568 11.1269742 10.1578211 9.0131074 5.1228590 9.2587757 10.0644908 5.3650591 11.3660847 8.4181718 9.6060685 10.6050277 4.1072610 11.2302594 8.4509794 10.0395416 10.5822911 7.6116069 6.5666949 11.2157507 8.9909685 8.1817531 6.2203261 3.1686581 9.3013771 8.9112533 5.8028705 8.1305953 9.2858733 1.3910528 11.0167645 8.8725668 7.4197512 10.3448114 11.8672232 10.3022336 7.1535561 14.8830339 8.6909178 9.8215082 5.0099652 10.5469580 8.5949281 3.7536259 4.4874606 9.4655795 10.2719510 8.7026416 9.3764910 9.7907150 8.3318937 9.2383367 6.5085126 12.1688980 11.4114403 NA 11.4515586 9.6005855 7.3584877 NA 7.6280948 13.0531517 8.7685760 9.4548360 7.6335489 9.4640495 10.7158790 8.7052343 7.3993078 -0.4163846 9.2094095 3.4905958 NA 10.5133290 4.1382902 8.6524790 9.6605163 10.2906283 8.4070680 10.1116663 9.7296328 12.1955935 8.9565658 9.6178118 14.8487663 4.2841439 10.9934629 11.3494012 10.6008571 9.3377530 10.1928794 NA 2.9760153 4.4416827 -1.4161921 6.1459423 13.2036341 10.4416817 10.1639593 8.6538217 9.6771183 4.4663465 9.0644908 4.1072610 11.0149371 10.6386441 11.7236453 8.2684494 9.4030815 10.3950753 6.0594332 4.9412519 5.7334465 NA 9.5949279 13.2017420 10.8049857 12.0768056 9.6219339 7.4006839 10.2587757 7.5055416 10.4794010 9.6239905 8.6171236 9.0553760 10.3307398 10.9042192 8.3551903 12.2861981 10.6843630 11.4819242 9.0462029 8.8993143 6.9555209 11.1935720 8.6817328 10.0178077 9.2832731 9.1411643 NA 8.4432353 10.8714131 2.0768327 8.6917414 10.5963253 9.0421072 10.4777605 8.7870488 10.5491243 11.4082617 10.5875700 9.5643117 4.2841439 8.1554533 10.2057526 0.5837116 9.7479791 9.0359419 6.6764578 12.0909998 10.6876442 9.4205401 10.0120609 10.0004982 9.6658497 10.7110406 8.6294604 10.7219725 7.9123756 4.3910528 10.7922399 6.3116212 -0.4163846 6.6551629 4.2561275 10.6869885 0.5837116 8.8656306 6.5042915 5.8221055 NA 1.7536045 11.3846006 10.3234813 11.0912476 11.4442058 7.6948363 8.8397442 7.1475072 8.4385690 10.7400998 10.7476648 9.0141533 10.1238287 10.4758640 0.1686420 9.8725667 NA NA 10.2320582 7.2736986 8.6253600 8.8954490 9.8028692 12.2396786 9.9952117 4.2275563 11.1542680 12.7581583 10.6655170 -0.4163846 4.1382902 0.5837116 2.2841291 6.2203261 15.2184267 10.4264439 7.0266441 10.9657843 -1.4161921 9.5018185 9.4321046 9.3862171 9.9770911 8.0795557 11.4124322 10.1559272 10.3464980 10.2057526 4.1072610 10.0441567 9.0141533 6.6477966 8.6261124 10.7691956 0.00264350 0.02090300 -0.01432700 -0.00963450 1.36060000 -0.00443120 -0.00304750 0.68161000 1.34360000 0.24478000 0.12652000 0.17195000 0.12159000 0.00624810 0.00112480 0.00264350 0.02090300 0.00152550 0.00152550 -0.00994800 -0.00994800 0.00694350 -0.01397300 -0.00921890 -0.00921890 -0.00609040 0.00917050 0.00805670 -0.00942540 -0.00069303 -0.00069303 0.00000000 0.00000000 0.00427220 -0.00648040 0.00443760 -0.06652000 0.05471400 0.000 0.000 0.000 0.000 0.681 0.681 0.000 0.000 0.000 0.000 0.000 0.682 0.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.361 1.361 0.000 0.000 0.000 0.000 0.151 0.151 0.000 0.000 0.000 0.000 0.681 0.681 0.000 0.000 0.000 0.000 0.000 0.682 0.682 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.361 1.361 0.000 0.000 0.000 0.000 0.151 0.151 11.809661 12.261971 10.633549 13.257231 9.245479 NA 3.168658 9.924663 9.741048 0.168642 7.572386 7.223946 9.423692 13.920068 7.614368 8.400684 6.686988 8.825684 7.328535 8.225753 11.746879 9.972256 2.043134 9.023531 10.127216 10.152607 6.454066 12.798930 10.853704 8.833999 11.428938 5.628094 7.608840 8.458682 10.049777 10.128665 9.2658175 10.2914912 8.8137212 0.5837116 9.5494849 9.1238286 9.0151984 10.9789670 3.0431345 10.3609560 9.3133214 6.8737197 4.1686661 9.4030815 4.8874814 13.1372100 10.5659813 9.9401527 13.7570655 12.4541618 6.3716024 8.6645184 9.5872185 9.1649014 10.4287987 9.4370103 3.9412566 4.4416827 13.3835894 5.9674061 9.4586820 0.5837116 -1.4161921 9.9511155 7.3683353 12.9043602 10.4902155 14.8487663 9.3030896 8.6497900 6.7070982 12.3930669 8.8920397 12.4734898 11.7236453 12.6532344 12.1457046 10.5055416 2.9760153 10.5346211 10.9765547 10.8934613 9.1582941 8.3551903 8.0183287 9.8446203 12.9774263 10.2107785 11.5446076 7.2596576 6.5437031 8.7809173 13.0843640 10.8125194 12.4129279 9.2919224 -1.4161921 NA 9.1696021 12.5592800 11.1188375 7.8221055 11.1875588 11.4956544 12.3327321 10.4800331 10.8994164 6.4102495 11.4999534 9.5232799 4.9235486 9.7058815 11.0314942 5.3650591 9.2481479 12.2333970 8.4038795 11.3970811 10.4094545 2.9056205 14.3013236 6.8266845 6.5494844 7.9544534 8.6239905 8.5055416 9.8580788 9.3867825 9.0120608 8.1780254 10.9349160 10.1199479 8.9101303 10.4046774 10.2962277 11.0117991 11.8704028 3.5378924 10.2702012 2.7536259 12.4535471 8.6605162 7.1910306 9.6219339 8.9844307 12.4433325 4.8316290 9.7372528 0.5837116 10.8714131 10.9730631 10.7922399 12.0909998 11.1805892 9.0078671 10.7219725 10.1724154 11.0921566 9.6830485 9.4965900 10.2966575 -1.4161921 1.1686420 NA 9.5624111 11.7857005 8.8644716 0.1686420 9.5018185 8.1554533 11.1102000 TCGA-B9-4114 49 0 NA 857 kidney NA t2 nx NA 9-10-2014 male 2009 21 NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 51.49.0 4 3 1 NA 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.8163488 11.1553776 1.9639180 7.6978642 NA 6.1862985 10.2301730 10.5654714 7.7008725 3.6519587 9.3350786 9.0501907 10.0537253 11.1310463 9.7276727 8.6157562 5.5219019 10.2697154 8.8747994 6.9588891 11.2544379 5.5354496 9.7489053 9.3911035 3.7008725 10.9745128 7.8492643 10.2933297 10.4237939 6.7996067 5.5621661 10.6993953 9.1744431 7.8024104 8.2898372 4.8600689 8.4557600 6.5286916 2.3789555 7.9411867 10.0677776 2.7939791 10.6604882 5.9838076 5.7826654 7.1776866 9.6910712 10.4796068 8.3234124 15.6709665 8.4681744 11.4519703 4.9639087 9.6581681 8.3273119 6.4160341 3.7008725 9.4760987 9.6133628 9.4369362 9.1841508 9.9051177 8.9911987 9.1349448 5.3017778 12.6983344 11.1209732 4.1159072 10.3170538 9.7004217 7.0701059 NA 8.1927258 12.6432893 8.4681744 8.9961060 7.6674260 9.0560768 9.3836332 7.6550691 7.7191211 1.7939791 8.0840010 NA -1.2058961 10.7161947 3.4378403 7.7769758 10.6081639 10.4495127 8.3695214 9.8066065 9.5421748 11.9230524 8.8191214 9.8794544 13.3670966 3.4378403 8.5158843 10.2134156 11.4043148 9.2410653 9.4169489 NA -1.2058961 NA 1.7939791 6.1862985 13.9512500 11.3569399 14.2557812 11.4425643 11.4006186 1.9639180 7.9488000 6.4306064 10.2978077 11.4870333 11.5444566 7.1776866 8.0863034 10.6531285 7.5219027 6.1248988 6.0323874 NA 9.3321709 13.0064784 10.6777708 9.5253010 8.7438088 6.5286916 9.5278447 8.1181624 9.9747676 7.6519630 8.8787903 6.7423499 9.7579401 10.9044653 7.1776866 11.1892484 10.6209276 11.2039033 9.4369362 10.0601829 7.4349501 13.7683518 8.8721328 10.0735925 8.7128451 5.3938932 NA 7.3751828 10.5704150 1.8436221 9.1150645 10.6766251 8.7038752 9.6750959 9.2170979 10.9654715 11.7465413 10.4584293 8.9059131 3.6519587 7.0179831 9.7568780 -1.2058961 10.2202467 7.3485706 3.9232633 11.8782921 11.5902245 9.9011991 10.3302292 10.6323981 8.9850413 10.7680811 10.3199921 9.8411059 6.5948814 1.7939791 9.6125643 5.2697139 1.9639180 6.1159093 3.1862945 10.9002178 1.3789555 8.9193955 5.5883968 4.0793866 NA 0.3789555 9.7769756 10.8577141 10.2420983 10.2636238 7.0654452 5.9738913 6.7112939 8.8424688 11.3678658 10.6974873 8.9738911 10.1460255 10.8560281 9.7974999 10.8256832 NA 0.3789555 9.3985353 7.5588538 9.9187495 8.9899692 9.9025064 11.7594056 11.1105464 -0.2060625 10.6918274 13.3679841 10.3624132 -0.2060625 -0.2060625 1.6013162 3.7008725 4.6519644 14.3524625 10.7150791 6.4804833 10.2958192 -0.2060625 8.1316039 9.0311920 10.7434439 9.4987503 6.3017760 11.1421568 9.1427101 10.4119086 9.4813577 4.4378403 9.1613967 8.8707975 4.8483976 8.2741661 12.2969381 -0.0058130 -0.0120850 0.6050900 -0.0185830 0.4652500 0.0000000 -0.0201920 0.6314000 -0.0122560 0.1347700 0.1459100 0.2490800 0.1475400 -0.0106900 -0.0106900 -0.0103930 0.0156320 -0.0155600 -0.0089461 -0.0089461 -0.0326680 0.5890200 -0.0152840 -0.0240200 -0.0240200 -0.0049884 -0.0067367 -0.0109600 -0.0119390 -0.0033511 0.0098291 -0.0063222 -0.0063222 -0.0088081 0.5758200 -0.0047867 -0.0122560 0.1347700 0.000 0.000 0.000 0.000 0.588 0.588 0.000 0.000 0.000 0.576 0.576 0.631 0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.130 0.000 0.000 0.000 0.566 0.566 0.591 0.591 0.000 0.000 0.000 0.000 0.465 0.465 0.000 0.000 0.000 0.000 0.157 0.157 0.000 0.000 0.000 0.000 0.588 0.588 0.000 0.000 0.000 0.576 0.576 0.631 0.631 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.130 0.000 0.000 0.000 0.566 0.566 0.591 0.591 0.000 0.000 0.000 0.000 0.465 0.465 0.000 0.000 0.000 0.000 0.157 0.157 11.3794141 10.9177801 11.2423565 13.1736311 9.1787657 NA 4.9838054 8.9258389 10.5189903 0.7940207 7.5753418 8.0395349 9.5571943 13.1304885 7.3976088 7.6300326 6.9284082 7.7217602 6.8274050 7.6519630 14.8947675 9.9057697 2.6013400 9.8205054 10.5608711 10.1371677 6.2202467 11.0897509 9.9991643 7.8080027 12.6778510 5.9538542 8.0034353 9.5505383 8.4996143 9.4123675 8.8959575 9.8031108 9.8431499 NA 9.5794346 7.1515341 10.1023210 9.4557602 2.4944156 10.6312157 9.5989197 7.3864394 5.6141621 9.3723547 5.9639064 12.8762142 12.1329969 9.4105309 13.7886006 12.9510131 6.2369250 8.5522053 9.8294684 9.3666822 9.8634318 9.3864389 6.8218875 8.2878375 13.2281541 5.0034358 10.1170368 4.4664053 1.3789555 10.2049633 8.5269972 12.3362884 10.8691269 13.3670966 8.2244344 7.8246489 6.3172299 11.4452580 9.0143603 11.0079975 11.5444566 10.9579461 12.4741217 9.3761239 4.3789416 9.9973300 9.7996066 10.2139421 9.0851527 7.1776866 7.7423492 10.0064784 12.6130634 9.9544838 11.5457353 5.3175429 5.1338306 7.9411867 13.8620305 12.1620792 12.1710569 8.8287810 1.1158989 -0.2060625 10.6914494 12.5784124 10.1687444 7.8492643 9.9405507 11.0750427 11.4201473 9.9595172 10.5022037 5.7128461 10.3442479 10.5505383 5.5753426 8.8301555 9.9192017 6.9588891 8.0203944 12.4857244 9.5193483 10.7833765 9.7001210 3.3789416 14.7849723 6.3063662 7.0977625 7.6766553 8.4593181 6.3331410 9.5973058 8.8814447 8.1316039 5.8492637 10.8992358 9.3817594 6.3017760 11.2707282 10.5060790 10.9392773 10.8482471 5.3789451 9.8533264 4.0034313 10.8866929 7.4839802 6.3864385 8.7438088 8.4687568 12.5869756 4.1863025 9.3282849 1.3789555 10.5704150 10.7031250 10.2327738 11.8782921 11.8796204 8.2097238 9.8411059 10.6351532 10.6272674 6.8972695 9.3146007 9.7423492 -1.2058961 -0.2060625 NA 9.1416034 11.1997909 7.6237045 1.7939791 8.1316039 8.5471988 9.7583228 TCGA-B9-4115 53 0 NA 803 kidney stage i t1a nx NA 19-3-2015 male 2009 329 NA NA kidney papillary renal cell carcinoma yes 15 NA black or african american not hispanic or latino 51.60.0 4 3 1 NA 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.8875908 4.7670933 10.6588774 7.6594851 9.8304887 10.5990342 7.5166282 4.8374841 10.7705385 9.4281591 7.5031571 5.2653431 2.3520523 8.8524334 8.4895598 4.4675338 8.1299141 9.8449775 3.2525216 10.6006164 8.4152715 7.3699785 9.0310483 10.7637084 10.5011258 8.7827876 15.7946110 8.9745961 10.3869468 5.2395813 9.8943142 9.0644685 5.0598744 4.2019239 9.0385566 10.1760603 9.4813393 9.1264040 9.8561469 9.0460078 9.3201468 5.6250746 12.8209517 11.9793469 NA 10.4830556 9.6275166 7.6300406 NA 6.9489909 12.2398861 8.5379227 8.5576050 8.2780554 10.7294114 9.6847640 7.9667661 7.3184560 1.2525368 8.4409327 NA NA 9.8906978 4.1175870 8.4535941 9.2890866 10.0240100 8.6075571 10.3000340 9.7961048 11.6091706 8.6175931 9.2953525 14.9724135 0.7670615 8.7191944 10.4885347 11.1173699 9.8587935 9.8640724 NA -1.5546971 -0.5549090 0.4451970 8.2653445 13.6088153 9.1255251 12.2147969 11.2914395 10.9716648 4.4895622 8.5654033 4.5536923 10.4033558 10.7729989 11.9631610 6.8839580 9.4827126 10.5326285 4.9843250 5.0150202 7.0450781 0.7670615 9.8640724 13.3713226 10.4497373 11.5733211 9.0469363 7.3610445 9.5808749 8.2330684 10.6277990 8.6037754 9.1559721 9.1299143 10.1463421 11.3136024 7.6954643 11.5023112 11.5597213 12.0676750 8.9239353 10.1239770 7.2009878 12.4053486 8.6619113 9.9579060 9.3133245 7.3699785 NA 7.5405628 10.7628609 1.2689134 8.9076679 10.7230342 8.9939876 10.1564024 7.9430176 10.5336226 12.0063342 11.4938227 8.7895614 3.2000492 7.9004931 10.0515709 NA 8.5847168 7.7259361 4.4224483 12.5571978 11.1834690 10.3602981 10.5415513 9.8808358 9.6200913 10.6018081 9.5326285 9.9987949 7.4281591 0.7670615 9.8963768 5.4675338 2.9687359 7.0376227 3.5744528 10.5494367 2.1456122 8.5392434 6.4407629 4.5744467 -1.5546971 NA 10.2391752 10.7104876 10.3050886 10.8032673 8.0580339 6.6594851 7.0750683 7.5666995 11.5038338 10.7535047 9.1628419 10.0202320 9.7749620 6.8587941 9.8901805 NA NA 9.6312798 7.3550586 10.0957686 8.5536900 9.9440148 11.9178564 9.3528075 5.5326287 11.3655185 14.0598179 10.8719545 0.7670615 3.0301242 1.0301242 1.4451440 4.9370195 14.4924173 10.5362703 6.0672171 10.6485136 NA 8.3384672 8.8114877 10.6619115 9.3729436 6.7715951 11.0977866 9.2867299 10.2565402 10.0924082 1.9045804 9.4437560 8.2067170 5.7533237 8.3508234 12.3270443 -0.00189570 0.00652620 0.07571600 -0.01139800 1.19810000 -0.00401620 -0.01202400 0.61643000 -0.02384000 0.03594700 0.03186300 0.09739700 0.04975900 0.00083195 0.00083195 -0.00971860 0.00652620 0.08175500 0.07674000 0.07674000 0.07674000 -0.01174900 -0.00539920 -0.00678130 -0.00678130 -0.00401620 0.00413440 0.00413440 -0.01202400 0.00041593 0.00041593 -0.00521140 0.00152550 -0.01078100 0.01181800 0.01488800 -0.02384000 0.03594700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.198 1.198 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.198 1.198 0.000 0.000 0.000 0.000 0.000 0.000 11.23082240 11.22303730 10.82020506 13.79032825 8.92696514 NA 1.76710388 8.67638696 10.11753350 0.03012416 8.76144718 7.98432446 9.57315996 13.80361077 6.37590305 7.51662823 7.33390849 8.97361960 5.97654694 7.73978668 12.05607509 9.73806236 1.76710388 9.49501414 10.36475144 9.94550953 6.15941122 15.51282054 10.07497753 7.59745072 11.93425213 4.99975652 8.35805510 9.68655305 9.85614692 9.95543530 8.9687276 10.0202320 9.0635512 NA 10.0362203 7.7961045 9.2215987 9.8771855 4.6546188 10.0390235 9.4689199 6.9208995 4.6349882 9.3942627 4.4451639 13.2405458 11.8021677 9.4109499 13.8974068 13.1885274 6.0450781 8.8922489 9.6978310 9.2930060 10.2025556 9.9289814 3.0301242 3.7670933 13.6141119 4.9370195 8.7927870 2.1456122 NA 10.3426330 8.6448380 12.8979860 10.4419922 14.9724135 9.1688265 7.7212899 5.8832078 12.1725543 9.4022677 12.6697703 11.9631610 11.5645931 12.9097752 9.6787853 0.7670615 9.3422547 9.6576620 10.4765222 8.9784954 7.6954643 8.2083778 9.9045973 12.4741077 8.8693320 11.6576620 6.9168409 6.6739846 8.0207050 14.2172397 11.2468739 12.3931677 8.9168409 1.2525368 NA 9.1482040 12.7186698 10.3894457 8.0188127 10.6110147 11.3764571 11.6335999 10.1941970 10.4238760 4.4675338 10.7377748 10.0658437 3.6930966 8.7224530 10.2561750 4.8714297 9.2930060 11.7496567 9.2677364 10.9569183 9.8353345 2.5326162 14.9743674 7.5136755 7.9208989 8.0014420 7.6399224 6.6150911 9.9667660 8.9682080 8.7955524 5.6739832 10.9465052 10.3561830 7.6497369 10.5233164 10.1434362 10.6534000 10.8745724 3.1456122 10.6269391 2.4451705 11.3198627 7.6300406 7.1386527 9.0469363 9.2258776 12.2551346 0.4451970 9.8561469 0.7670615 10.7628609 10.9789795 10.3836425 12.5571978 11.6747355 8.2525207 9.9987949 9.8147630 10.8369462 8.6895295 8.7614472 9.8240023 1.6150867 -1.5546971 NA 8.8191183 11.6693738 8.2281640 -0.5549090 8.3384672 8.8245438 10.2071323 TCGA-B9-4116 75 0 NA 627 kidney NA t2a nx NA 19-3-2015 female 2010 93 NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 51.60.0 4 3 1 NA 4 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 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11.7206113 9.2670095 7.4472593 9.1832366 11.9664643 10.2878856 7.4760179 14.9798960 8.9192525 10.9619532 6.4244871 11.0554332 8.7916044 5.1188622 3.4432486 8.2224438 8.9874238 9.0808801 9.6211233 11.2509206 8.2797526 8.7132490 6.8719471 12.8726979 10.4597117 NA 11.5747889 9.8822372 7.5288245 NA 9.1239181 9.8092911 9.5318713 9.4146174 8.5987779 9.5280616 12.0285860 9.5371879 6.2636410 3.5500141 8.6779268 9.2299678 0.2281106 10.8335700 3.1666833 8.2224438 10.1871264 10.0662439 8.3049062 10.7129134 9.4351047 11.6168487 9.4432189 9.6089123 15.6093518 5.1977160 11.8296245 10.9049291 10.2968687 9.5311101 10.4656988 -1.3569750 2.1025574 1.8130731 -0.3567903 6.9650558 13.5540986 12.0273721 2.7305965 9.4839058 10.3612327 2.3435784 8.2053705 8.2091819 11.4407895 10.8559283 11.9666965 8.0503956 6.9423362 10.8276935 9.2110840 5.3013389 10.8716461 -1.3569750 9.6161077 13.9780646 10.3946720 11.1058859 9.9565780 6.2504576 10.6775831 7.9238985 10.5731593 0.2281106 9.4680868 4.5738653 10.8337151 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11.3902720 7.4375440 8.0943390 7.1745093 13.5751461 11.1409798 12.7666836 8.5634808 1.6431173 1.6431173 9.3769907 12.7741811 11.5547334 6.8910558 11.2294987 10.7061859 12.6768951 11.2483760 11.3923689 5.9740451 10.1745094 11.2532300 7.3812202 10.0615077 12.9272363 7.9762834 9.0149045 12.2692568 9.2186671 11.7082075 9.9238988 3.6431289 14.2293521 8.2700233 8.3348717 8.1247257 7.4760179 9.0819198 9.4212052 7.8934265 8.8847298 2.8910497 8.5026628 9.0819198 9.2761232 10.6512064 9.4680868 11.7036551 11.4551047 5.4504822 10.6096335 3.4504855 12.9245379 9.1996341 6.0181668 9.9565780 10.2353841 13.3185338 4.8329508 9.1117520 0.9650270 10.6441843 10.8440266 10.8586610 11.7016271 10.6847871 8.3879617 10.9037535 10.1696272 10.0311452 7.0311448 10.0343716 10.4862639 -0.3567903 NA 2.3435784 9.9285302 11.0179664 8.7555676 0.2281106 9.9729244 8.3539346 10.5634809 TCGA-B9-4117 48 0 NA 14 kidney NA t2 nx NA 19-3-2015 female 2009 14 NA NA kidney papillary renal cell carcinoma yes 15 1979 black or african american not hispanic or latino 51.60.0 4 3 1 NA 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 6.762547e-06 1.872705e-06 10.3244598 10.3198149 8.3387235 4.8317658 14.3697225 11.0281105 12.4145491 -1.4161921 2.4916992 6.8552983 6.4847021 8.2312942 10.8611232 8.0080022 12.0638687 11.2738338 11.4328499 10.0437798 7.5639757 10.9466016 9.2851423 7.1279500 11.6629872 0.9057360 4.9413881 NA NA 10.7040737 10.5445618 8.8898976 6.8030048 7.9192262 9.1210543 10.6258371 10.9956116 10.8752944 9.0806896 5.3117574 12.1002746 10.8308733 5.1687985 11.4330455 7.6871237 10.3717384 9.2694608 2.3911903 10.9847153 8.7411828 9.7021280 9.5725206 9.4151430 8.4495692 10.7382964 9.3692883 8.4862108 6.2058871 0.9057360 9.2677076 9.3627344 5.4040141 7.2808032 10.1776937 2.9057552 10.4056098 11.4085957 3.0432745 10.6380976 11.3532605 10.5347561 7.8576315 15.0501035 8.5992508 11.8920326 6.0756888 10.3847357 7.8506226 5.3651956 3.2276949 7.0676516 9.8240310 9.3871598 9.1883891 9.9911036 8.4024182 9.7221077 6.5838365 12.3826114 11.2959329 3.0432745 11.1629160 10.1536060 6.9369830 NA 8.7674711 11.8933122 8.0816874 9.8078376 7.9214578 9.1874622 12.2032534 10.5064203 8.4223306 NA 10.6155370 -1.4161921 NA 9.7871838 1.9057745 8.3798756 9.6200094 9.2571450 9.2013033 9.5632611 9.0278153 11.5787196 8.9147529 9.5999476 13.7331463 0.9057360 11.0498588 11.7954200 10.5978563 9.6646533 10.6956235 2.3911903 2.3911903 2.9057552 -1.4161921 5.1837485 12.6724585 10.6512702 11.3984183 8.3536735 10.4301097 1.7537757 8.6923602 5.4167249 11.4993418 9.9336699 11.8274755 8.0205472 8.9435853 11.2467267 4.9057649 1.9057745 8.0412167 -1.4161921 10.1832838 13.2448345 10.6051629 11.6846624 10.4175166 7.9675398 10.5521426 7.0555113 10.2240175 8.6499251 8.5101320 4.6062053 10.1014166 10.0153335 9.3602688 11.9056230 10.9037901 10.8890426 9.9209002 8.1794289 6.8903081 11.8165565 8.8773074 9.8108500 8.4308932 7.7736601 0.1687704 8.4056099 10.8144568 0.1687704 7.4568801 11.4115755 8.8715483 11.4038153 6.5496199 10.4012193 12.2426052 9.9164319 8.1434995 5.0756909 7.9102656 11.1205687 2.4907241 9.9136322 9.8564657 7.8761578 11.9195053 10.3374705 9.3261452 10.4729595 10.0985498 9.2402607 10.7840694 8.8005816 11.2875231 9.0350470 5.5263506 9.9085789 5.4541989 2.9057552 8.8198502 0.5838079 10.3762195 2.2842772 9.0856729 7.6557275 6.7932886 0.5838079 1.7537757 10.9793700 9.9836478 10.8738547 11.7209871 8.5175265 10.7000238 7.2771488 7.5409378 10.1470321 11.5596838 8.9435853 9.6055099 11.4912899 4.7131184 8.1073976 0.5838079 NA 10.3594462 9.2842756 7.9080167 8.1171657 9.2668303 12.2362327 10.4926037 4.2842772 10.8150570 13.7859597 10.5322031 -1.4161921 3.4907241 1.1687704 NA 8.5307422 14.7142656 8.6323228 9.5539418 11.5910384 0.1687704 9.6505978 8.7939469 10.2191005 9.7399190 7.5263506 11.3678572 10.7300863 10.6131230 10.7261184 4.0432658 10.1398629 8.8162567 6.0495654 7.9088489 9.9247986 -0.032996 0.594580 0.577280 0.562050 0.541000 -0.052531 -0.036286 1.198500 -0.025072 0.258090 0.258090 0.258090 0.258090 -0.025078 -0.032996 -0.032996 -0.698390 0.579520 0.579520 0.579520 0.579520 -0.039122 0.562050 -0.041073 -0.041073 -0.725000 -0.025483 -0.025483 -0.043737 0.577550 0.577550 1.043400 1.070600 1.179900 0.575490 -0.012162 -0.025072 0.258090 0.000 0.000 0.565 0.565 0.000 0.000 1.043 0.000 0.000 0.574 0.574 1.183 1.183 0.000 0.000 0.000 0.000 0.000 0.000 1.165 1.165 0.354 0.000 0.580 0.580 0.580 0.580 0.000 0.000 0.562 0.562 0.000 0.000 0.542 0.542 0.000 0.000 0.000 0.000 0.258 0.258 0.000 0.000 0.565 0.565 0.000 0.000 1.043 0.000 0.000 0.574 0.574 1.183 1.183 0.000 0.000 0.000 0.000 0.000 0.000 1.165 1.165 0.354 0.000 0.580 0.580 0.580 0.580 0.000 0.000 0.562 0.562 0.000 0.000 0.542 0.542 0.000 0.000 0.000 0.000 0.258 0.258 11.2476163 13.2480609 10.6404735 12.1998102 10.3231945 NA 0.5838079 9.3253028 10.2979998 0.1687704 7.7335828 6.6117419 9.2186468 13.5114749 6.4725787 8.3337055 6.2131917 7.4480221 7.0796906 8.6418274 12.5348473 10.0990428 1.9057745 9.1249324 10.2685845 10.6962753 8.2131922 15.0591893 11.2369048 9.1054363 11.9214926 4.7335821 7.6923602 8.2438319 9.3040800 10.8689490 9.9900408 10.4398722 9.0473603 NA 10.4741002 8.9567008 8.4967252 11.9513871 3.8317658 10.3883703 10.1307303 6.6172588 4.3651956 9.1403418 7.9391872 13.6766343 9.4959767 10.4445349 13.7672774 12.8479118 7.5863414 8.5175265 9.7748951 9.7310408 10.3762195 11.6294249 4.5611184 5.5838350 13.2859544 4.8317658 11.0045856 -1.4161921 -0.4161921 10.5912136 10.0721782 12.8502564 10.5391225 13.7331463 9.7543868 9.2375766 7.6786522 10.4056098 9.1288001 14.0051775 11.8274755 12.8996222 12.2127370 11.3282492 1.3912178 10.3802811 10.5682543 11.3134566 9.8138562 9.3602688 8.3602690 9.2031387 12.8226884 10.4269718 10.9303496 7.1073981 6.1536919 8.6779134 13.5742953 10.4123690 12.9543870 8.9513707 0.5838079 -0.4161921 10.6145030 12.2510583 11.0809292 7.8784568 10.9605039 12.1139983 13.0263906 11.4328499 10.9466016 6.4603527 11.2364567 9.9577885 4.4418154 10.4072031 10.2773882 5.1687985 9.5307420 12.5474427 9.1781604 12.0102316 11.2211400 0.1687704 14.5095293 7.2531109 7.0796906 7.4732487 8.4526584 9.2058876 10.7014790 9.2589108 9.2851423 8.7550127 11.1617367 9.6343647 10.1565360 9.7730427 9.7060168 11.7438648 11.5358490 2.3911903 10.8579228 3.3387239 12.6207444 9.6890896 7.2384716 10.4175166 10.1630527 13.0069517 5.7637462 9.2650742 1.9057745 10.8144568 10.9125107 11.3032247 11.9195053 11.0412167 9.3227725 11.2875231 9.9236858 10.6201365 10.0716759 9.1846780 9.0626056 0.5838079 0.9057360 NA 10.1191112 11.0636010 10.5492594 1.3912178 9.6505978 8.4937290 11.7292904 TCGA-B9-4617 41 0 NA 35 kidney NA t1a nx m0 19-3-2015 male 2010 34 NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 51.60.0 4 3 1 NA 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6931072 9.3617668 6.4383877 1.5803867 10.3604547 9.0586834 13.6382636 1.8434613 0.5094425 6.9931886 5.7342137 5.9999459 10.4624388 6.9309041 12.3366299 13.4683893 9.5508006 8.6356895 6.0133662 11.3326206 7.9449796 6.4183502 8.8565317 NA 4.9023341 NA 2.0658480 10.7820411 10.9300202 8.7623050 4.2126783 8.6868391 9.3551943 9.7839999 9.6962312 9.3366300 8.7220035 5.3670041 11.7425467 9.2655063 2.2584888 8.5938695 NA 11.1732379 9.2328936 2.2584888 10.4383882 7.3083272 9.4824807 10.0858218 7.0332666 5.2808487 11.3251368 9.0722602 7.8245330 4.8130680 2.4284104 8.4483038 8.5713621 6.2697064 4.3877623 9.1117885 -0.7415414 10.4685416 6.5713613 5.3028747 8.7741199 7.4727980 10.3806600 7.3352948 15.4310433 8.0133668 10.8914742 4.6847458 10.0125314 8.2556584 3.1653653 4.2126783 10.4290302 9.7402785 9.1411221 9.5484979 8.6550838 8.7382595 8.6507965 4.8731882 12.8086246 11.3154554 NA 11.0545187 8.9691822 7.7503325 NA 7.5205739 12.6703872 8.0754626 8.3800125 6.9449791 9.8140269 10.2350432 6.7179108 8.2658147 -0.7415414 9.0786581 NA NA 10.6842195 1.5803867 6.7898609 10.1502628 10.0066719 7.9309047 10.6329752 9.0770614 11.6053889 9.6400220 9.6464964 13.2203809 1.8434613 11.0425863 11.0422958 10.8978198 9.4221287 10.1832916 NA 2.7179122 4.2126783 NA 7.1951172 14.3432460 11.2584791 11.5736286 10.6652155 11.6212448 2.9589169 8.7281209 4.7820416 10.5123266 11.8685811 11.1288207 6.0398381 5.4679315 11.1601003 6.4872982 NA 6.4082261 NA 9.0447487 13.4641960 9.8197670 12.5121789 9.3696148 6.8805313 9.8101873 7.4630502 11.3474064 9.4642723 9.9397175 8.4606029 9.6336597 11.3446153 7.8092260 10.3715701 10.1795761 12.4504636 9.6475727 9.4691505 8.2300228 12.9572923 8.5781511 9.6784392 8.4005862 7.2641038 0.8434211 6.3565118 10.4581514 3.3761792 10.1781692 10.7407829 7.8546689 9.9467294 8.6182287 10.2570696 11.2421853 10.9140098 9.5878493 4.3459427 7.9166904 9.5287745 1.8434613 8.3774201 8.0850278 6.1164604 12.1449378 11.2894910 9.4284041 11.2115842 9.4170888 9.6972710 11.0804643 9.2457431 11.0142012 6.0398381 NA 10.9153508 5.8583914 1.5803867 7.9238147 -0.7415414 10.1653697 2.2584888 6.8283345 5.2357577 4.7503332 NA NA 11.2542462 11.2271459 10.4240142 11.4770423 6.5346033 8.7927626 7.4445934 7.0722602 11.3151168 10.1855162 8.4992703 8.8878356 9.6378575 7.6116261 9.7148335 2.5804108 NA 9.9388386 6.9095307 8.5369287 8.7859562 10.0984701 9.2987687 10.8368517 1.5803867 10.4526203 12.2476962 10.1713685 NA 0.2584586 NA NA 6.1411221 13.9066119 9.8273853 7.2414722 11.1027926 NA 7.8951038 8.5158670 9.8978197 9.8283347 7.2697064 11.0512694 9.0992571 10.3259134 9.3232219 4.2126783 9.0463816 9.1211164 5.0658351 7.2366179 12.4266811 -0.0080021 0.0885480 0.8458300 -0.0023553 1.7082000 -0.0134020 0.8324800 0.7971500 2.0962000 0.4298400 0.2813700 0.3738600 0.3225600 -0.0677100 0.0000000 -0.0080021 0.0599410 0.8280400 0.8280400 0.8671200 0.8671200 -0.0198630 -0.0040207 -0.0107840 -0.0107840 -0.0142280 -0.0040162 -0.0040162 0.8276900 -0.0085219 -0.0085219 0.8665200 0.8665200 -0.0214860 0.8249500 -0.0047079 -0.0665200 0.1431700 0.857 0.857 0.000 0.000 0.861 0.861 0.867 0.000 0.000 0.837 0.837 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.000 0.000 1.692 1.692 0.000 0.000 0.000 0.000 0.374 0.374 0.857 0.857 0.000 0.000 0.861 0.861 0.867 0.000 0.000 0.837 0.837 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.758 0.758 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.000 0.000 1.692 1.692 0.000 0.000 0.000 0.000 0.374 0.374 9.5508006 11.6931073 11.6171303 13.4483808 8.7199586 NA 3.0658308 9.8832745 10.8798991 -0.7415414 6.8731894 6.9931886 8.7321847 14.4962492 6.3028728 6.3670041 6.2009927 6.8805313 5.3877623 7.9059375 10.6857920 10.2357590 1.2584586 9.3366300 9.9641115 9.3617668 4.8731882 15.9623421 9.4507718 6.6763323 12.6612633 4.7179122 7.0850273 8.2780698 9.4208704 9.4246421 9.4470679 10.3637329 8.9999462 2.0658480 9.8044089 8.4944932 9.6742209 10.3157940 2.5804108 9.4848914 9.8425020 7.1226655 4.2584812 8.3670036 6.8731894 12.7445599 10.9842713 9.8425020 13.2961118 12.5710288 6.8731894 6.8434412 10.1242123 5.7179094 10.2199288 9.5450369 4.3459427 2.9589169 13.5487140 5.9449802 10.9388386 0.2584586 NA 9.9838454 8.4944932 12.1601002 9.4800661 13.2203809 9.5404092 7.3670032 6.5131291 9.8518702 7.8207215 12.4765882 11.1288207 11.3584843 12.5163089 9.9623826 2.4284104 10.5380897 9.3890496 10.2877663 8.3379639 7.8092260 7.1832920 10.1929071 12.4965852 8.9166907 11.0524887 1.2584586 5.8583914 8.5893961 13.6498100 11.1342284 11.9984706 9.6678700 -0.7415414 NA 8.7563308 12.7076277 10.9532243 7.0722602 11.3245683 11.7908350 12.0539100 9.5508006 11.3326206 5.6335184 10.9005308 7.7096904 4.5064052 9.1743585 10.0860679 2.2584888 8.8149852 12.2589950 9.4044112 11.3191750 9.7260846 2.5804108 15.4895127 6.6870901 6.2697064 7.5415675 8.1195658 8.1008295 10.0577607 8.4056840 7.6678701 4.7179122 9.3419584 9.5542481 7.8053737 11.3228850 10.4202408 11.7045285 11.0597833 4.3459427 10.6083131 1.5803867 12.2168433 7.6805438 6.6507961 9.3696148 9.0130158 12.3417922 2.5804108 9.8648843 2.0658480 10.4581514 11.0769374 10.7326920 12.1449378 11.4208704 8.4284041 11.0142012 11.1661209 10.1884771 7.9931886 9.7281209 10.5064066 -0.7415414 0.8434211 NA 8.3565110 10.7925923 8.1411221 -0.7415414 7.8951038 8.5369287 10.4507718 TCGA-B9-5155 71 0 NA 460 kidney stage iii t3a nx NA 19-3-2015 male 2010 19 NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.55.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.14222081 9.52606372 7.37530448 NA 12.65808256 10.97066991 13.96325828 -1.65244772 NA 5.24221758 4.79034459 7.34739902 10.79474036 8.60831841 11.78424042 12.70783440 10.51763681 8.62584836 5.91725511 11.20848568 4.93236359 4.68725109 9.30304871 0.34743889 3.87095647 1.66934430 3.77365881 10.25353776 10.19484770 8.35862615 4.63280331 8.80169801 9.26477075 8.92671466 7.76102658 9.91677981 8.45592308 5.21776193 10.19680386 10.32539417 5.58580383 6.23614243 2.43485504 10.29393956 11.06742925 NA 8.21313193 7.53722306 9.57501464 10.64087042 7.98220986 8.39724722 11.51581705 8.61535597 7.92482735 7.21776387 4.30159496 9.38974210 9.19053461 5.98402419 1.34738219 9.91440412 0.66929895 9.71262759 11.27573209 6.87878051 10.26140635 11.98164263 9.96256854 7.52979284 15.45049190 8.86211287 11.44953852 3.87095647 9.92009898 8.03564920 -0.65267451 3.47792337 9.58161751 9.42287800 8.14018917 9.65801149 9.95519146 9.21390495 8.13366832 6.64201991 13.00108359 11.12012575 NA 11.67579322 9.52271746 8.59888102 NA 6.77366409 13.45894203 8.02335572 8.91059506 8.39315832 8.93704978 10.85047910 8.37115327 7.56477522 -0.65267451 8.80375335 -0.65267451 NA 10.95403531 2.51732609 7.67157928 9.96578428 9.29064626 8.57140036 10.02423739 9.66141542 11.10502213 9.27887500 9.82262564 14.50286928 0.66929895 10.43290107 11.23785305 10.66960863 9.03826990 10.70137257 NA NA -1.65244772 -0.65267451 3.66932163 12.55570936 9.52979323 8.74614243 8.89429333 10.98289022 2.34741054 8.45330727 3.30160228 11.85556495 11.18147475 12.18830649 4.15475331 5.36976658 10.33501813 5.96210939 4.96210939 7.81296536 NA 8.75041088 12.95969138 10.18699630 11.47539308 10.14018904 7.34457820 9.10478874 7.04436680 10.15726330 10.92199234 8.36837856 2.87095647 9.92982309 10.28954667 8.98764375 12.80201937 11.71617804 11.32503646 9.58401091 9.14343832 6.26304004 11.90354557 8.97036564 10.21390495 7.61652532 9.33679329 -0.06763641 9.18660257 11.04393173 2.60440348 9.31710912 10.74987797 8.72026376 10.61066795 8.74827807 10.59087032 11.78528089 9.94312254 8.74326485 2.34741054 8.10395497 10.28145821 -0.65267451 10.29613100 7.35302329 7.17394691 11.92305619 10.66198202 9.85072771 10.86752632 8.94265613 9.42954776 10.91353369 8.93704978 11.31822368 8.90006797 1.80681896 10.56444772 5.07531869 3.87095647 7.26626183 2.66932163 11.15092454 2.15474521 7.44015574 4.12875531 2.73971851 -1.65244772 -1.65244772 11.52154425 10.76788541 11.03236647 10.94475305 7.35021345 9.27215923 6.91421409 9.66311438 10.67775549 10.97721072 9.38150986 9.88316013 10.82237214 9.03302373 8.80272605 -0.65267451 -0.65267451 10.49428559 8.16438253 8.85915147 8.23461963 9.59828927 11.51152007 11.28697798 3.04783499 11.35038956 13.62057516 10.77758993 -0.06763641 4.25429169 -1.65244772 1.15477761 7.25729166 15.12868165 9.09977937 8.91059506 11.39418174 -1.65244772 9.69612687 8.63322848 10.18147468 9.94078986 6.93611376 11.67775549 9.95703919 10.54921643 10.00256273 4.30159496 10.85717376 9.40539040 5.32993444 6.95195257 10.71645081 -0.0019399 0.0193630 0.7719500 -0.0011087 0.7831100 0.0049969 -0.0129890 0.7898700 -0.0261670 0.1327300 0.1327300 0.1327300 0.1043900 -0.0019399 -0.0019399 -0.0019399 0.0193630 0.7719500 0.7719500 0.7719500 0.7719500 0.0000000 -0.0011087 -0.0037395 -0.0037395 -0.0021589 -0.0062286 -0.0062286 -0.0129890 0.0022193 0.0022193 0.0063871 0.0063871 -0.0016629 0.7721400 0.7825400 -0.0261670 0.1327300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.000 0.000 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 -1.160 -1.160 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.790 0.790 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.000 0.000 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 -1.160 -1.160 11.837874 12.850044 11.108742 14.456781 9.380822 NA -1.652448 9.382198 10.490527 NA 7.696127 7.151530 9.124654 9.257292 2.434855 5.230042 7.148299 8.856184 4.205377 8.485671 13.349862 9.377376 -1.652448 9.404036 10.579046 10.498098 5.939857 15.498812 10.646893 8.422878 12.202448 4.019826 7.321814 8.838250 10.446747 10.577419 9.3655989 10.5009508 9.0667875 -1.6524477 9.6235232 9.0804141 9.5786199 11.0833778 4.4766798 10.6382816 8.8551933 7.0650757 2.9912633 9.9407899 7.0162835 13.6148073 9.6147708 10.1101960 13.3032303 12.7277922 7.0513025 9.8392518 10.2292775 4.3015950 10.4285493 10.5141895 0.9323636 5.8630985 13.7704162 5.7137206 8.9930573 -1.6524477 -1.6524477 9.9708230 9.5384580 13.0198794 8.9398557 14.5028693 9.1928888 10.0002437 5.5401854 10.5123057 9.3883734 13.6861003 12.1883065 12.4723278 11.8452506 10.6115481 3.1022886 10.3382119 11.5614143 10.3965667 9.1747415 8.9876438 7.8251572 9.9412567 13.3877741 6.8630985 11.7883977 5.9694498 5.8312135 8.8016980 12.4440266 11.3962262 12.1348933 8.7267771 -1.6524477 NA 9.5173237 12.6731961 11.0471274 7.7354159 11.4328712 11.5149737 12.6923881 10.5176368 11.2084857 3.1547614 11.8951368 6.7610272 3.6693216 9.9912550 12.3296321 5.5858038 10.7937067 12.8279315 9.5762175 10.9937324 9.5229483 2.2542917 15.0388561 6.3011303 7.6351108 8.0571546 5.9172551 9.3325292 9.9930573 8.7599687 8.7562591 2.5953366 8.5185757 10.3921344 9.4308782 10.5446155 9.7851508 12.4423012 11.4898250 4.1022886 10.5959194 2.1547452 12.4885919 9.4715202 7.7027496 10.1401890 9.3384601 12.3217237 0.3474389 9.3375028 -0.6526745 11.0439317 11.4358558 10.9311867 11.9230562 10.9977774 8.9694507 11.3182237 10.6889176 11.3983221 9.9115482 9.0400143 10.1971948 NA 2.7397185 -1.6524477 7.8962210 9.5104887 9.4513422 -1.6524477 9.6961269 8.6477513 11.8249041 TCGA-B9-5156 51 0 NA 1338 kidney NA t1a nx NA 19-3-2015 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.55.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.755312901 9.540656381 8.662646659 10.722816068 10.067903261 8.373140082 7.248003443 10.731854087 10.422819775 6.684923907 11.092232615 8.447718451 10.201182949 9.865153757 3.730726895 10.937985861 7.955694074 9.980078012 10.345069207 7.651972999 7.123045353 11.473306315 8.670894141 7.285316209 6.642418549 3.993764924 10.127332257 9.141814659 4.339536494 7.070577167 10.854848753 3.993764924 9.405272747 9.785467345 6.431166614 11.117665501 13.140012273 11.184821055 7.279163892 16.122431314 8.453193249 11.601708540 4.190156538 9.538726326 7.466791053 6.030850289 3.165815488 8.059851140 9.783203054 8.802189662 9.604171610 10.338057766 9.376745973 9.749205736 6.543225198 13.434717481 11.360448286 NA 11.774984923 10.207983847 8.238522252 NA 6.447718038 13.005047338 7.368801518 9.997982339 7.654351757 9.509461694 10.788989801 8.466791053 8.695495574 NA 9.049947901 -0.591179465 NA 10.422819775 1.730748629 7.514707743 10.038611218 9.580601532 8.709151723 9.994700773 9.500234804 12.114484611 9.126475791 10.546751051 14.375237184 1.408820535 10.980623085 10.877932319 10.886051666 8.365901585 10.926714731 -1.591179465 NA NA 0.408820535 6.527739717 13.181783950 10.955211512 12.970027605 9.467467591 10.986700185 4.884534429 7.730727575 5.809679394 11.645560989 10.965784285 11.349371692 5.757527355 9.256639663 10.505514451 3.694200462 3.453188310 5.675584494 -0.591179465 9.778396689 13.644888283 10.173256258 10.012889172 10.332126868 6.997513718 8.576217513 6.442221968 9.649185209 12.110863770 7.397483830 5.216156051 9.159598410 10.943345428 9.214543280 11.852519912 12.125833076 11.483442563 10.316816644 8.932361229 4.942828814 12.092013274 9.253505026 9.901653888 8.530332981 7.318692833 -0.591179465 7.876404596 10.731572499 1.197488002 9.357801596 10.786280983 8.107503755 10.691019024 9.556640164 10.555368023 11.916346238 10.262498696 8.726019882 3.216159932 7.969132067 10.399612360 NA 10.571819942 7.866180391 7.744189357 11.811278511 11.201589634 9.300582961 10.496593669 9.338797431 9.316441068 10.688990091 8.919563549 10.841863077 9.563617481 2.216144408 10.358261302 4.694200462 2.868232395 8.794661818 2.216144408 10.792233603 2.109226816 9.084756312 4.770570078 3.538078713 -0.006216965 -1.591179465 11.832834370 10.709437893 10.693334316 11.047461501 9.506173075 9.578004092 6.826061575 8.318692381 10.619775033 10.768274408 9.341752304 9.517323730 11.337872735 7.496261802 9.607858096 NA -1.591179465 10.160761775 8.554731579 8.618252607 8.614592436 9.468819715 13.844860156 11.095518671 0.408820535 10.498911719 14.007666025 10.669718901 1.408820535 3.362988801 NA -1.591179465 7.380343307 14.224132586 8.462725152 9.113567678 11.480764406 NA 9.009641377 9.646773973 10.214140109 9.741395355 7.566146155 11.677195138 10.330268416 10.540334787 9.376918925 3.362988801 9.540656381 9.377466071 4.965996634 6.178768413 10.783838772 -0.00622860 0.01447000 0.58399000 -0.00401620 0.58775000 -0.00110870 -0.01133500 0.55992000 -0.03217800 0.12152000 0.11872000 0.11872000 0.14236000 -0.00553750 -0.00553750 -0.00622860 0.01447000 0.58399000 0.58399000 0.58399000 0.58399000 -0.00207840 -0.00401620 -0.00609040 -0.00790070 -0.00110870 0.00069327 0.00069327 -0.01133500 0.00000000 0.00000000 0.00513590 0.00513590 -0.00083160 0.57362000 0.01209700 -0.03217800 0.12152000 0.000 0.000 0.000 0.000 0.573 0.573 0.000 0.000 0.000 0.574 0.574 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.584 0.584 0.000 0.000 0.000 0.000 0.000 0.000 0.589 0.589 0.000 0.000 0.000 0.000 0.119 0.119 0.000 0.000 0.000 0.000 0.573 0.573 0.000 0.000 0.000 0.574 0.574 0.560 0.560 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.584 0.584 0.000 0.000 0.000 0.000 0.000 0.000 0.589 0.589 0.000 0.000 0.000 0.000 0.119 0.119 12.760429 12.014510 11.141815 14.315056 8.846551 NA 3.052659 9.545150 10.555588 NA 8.390367 7.741955 8.488284 14.434350 6.431167 7.912625 6.735228 7.835064 7.719412 7.588709 13.176156 10.329524 2.932364 9.410911 10.535504 10.228978 6.543225 11.002424 10.902405 5.963389 12.002529 5.150267 7.553457 8.709152 8.596151 10.536149 9.647801 10.323558 9.126476 NA 10.727907 9.167855 9.286850 11.036561 6.248003 10.937253 9.198333 6.936276 3.993765 9.787636 4.835065 14.120735 10.076354 9.703420 12.492777 12.027070 7.815706 8.211315 10.303617 9.251150 10.082550 10.400321 4.618250 7.001256 13.173153 3.578721 11.552183 2.109227 -1.591179 10.556958 10.208890 13.012657 7.912625 14.375237 8.690729 9.418628 5.562401 12.004756 11.834146 13.719270 11.349372 12.997865 12.421686 10.475898 1.730749 10.440156 10.628270 10.463065 8.793583 9.214543 7.342490 9.811811 12.893182 9.805939 11.711580 5.924499 7.067010 8.494936 12.843042 11.468144 11.973544 9.293100 NA -1.591179 8.589951 12.689932 10.970312 6.397485 10.662056 11.1771905 12.6432426 9.8931187 11.1661893 4.7486491 11.0665644 10.1148636 4.8350651 9.8981456 10.0440640 6.6849239 9.2698862 13.1229337 9.8865576 11.3812407 9.7811203 1.7307486 14.4854897 8.1020949 8.5406562 7.4930500 7.9843387 9.2361419 9.6889902 9.3036171 9.0152046 7.5509061 11.0957375 9.5160163 9.5107750 10.6641230 10.0035904 11.3810612 11.1802888 3.6182504 11.1230448 4.0526593 12.2403589 9.8245411 7.1502662 10.3321269 9.4816354 12.7328392 -1.5911795 9.6424191 0.7307486 10.7315725 11.1430856 10.6007839 11.8112785 11.2305733 8.9843387 10.8418631 10.8789497 10.8064740 8.9195635 9.4862828 10.0571569 0.7307486 4.0526593 NA 9.9857560 9.8948299 9.3846474 0.7307486 9.0096414 8.4896168 11.4292585 TCGA-B9-7268 59 0 NA 671 kidney stage ii t2 n0 m0 19-3-2015 male 2011 NA NA NA kidney papillary renal cell carcinoma yes 3 NA white not hispanic or latino 194.47.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.7721236 10.9068536 11.6013729 3.3879139 10.4057022 4.9151576 12.2647838 7.0078077 5.6223769 8.7902964 10.0963988 11.9458816 0.8854182 8.1301710 3.2073463 9.8550373 10.4915076 10.2260028 11.4112579 10.0069444 8.4037364 9.6302447 12.5054779 10.2304465 6.3879105 9.8483068 10.0121154 NA NA 0.3004166 8.7802287 10.9076492 8.0008879 4.8854133 7.9550843 9.2043303 10.6116291 TCGA-B9-A5W7 47 0 NA 585 kidney stage i t1a nx NA 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 325.39.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0798442 9.2716617 9.4306008 10.0746349 9.5397912 8.5930930 5.4929908 11.5947481 9.6953640 5.9051848 10.0298257 3.5917632 10.9003744 9.8474906 2.4111822 10.2637769 7.5183250 9.5930930 10.4205576 7.2288187 7.1445502 11.1772207 8.5609427 7.8463792 3.3116630 4.5266698 9.2364723 9.0521634 3.5486955 6.8530325 10.5777770 -0.4957356 10.1445498 8.8706270 3.7522348 9.6629019 8.3622858 10.7839154 7.2724889 16.0155402 8.2047447 11.3037889 4.5703961 9.8706270 7.6387313 3.2047511 3.2714257 9.8058011 9.7815922 8.9951557 9.7734315 9.4614068 9.2194089 8.9921450 5.9389326 13.0377563 10.7575614 NA 11.6627568 9.3208245 6.4929892 NA 6.4585018 12.8297508 8.0741602 9.8733569 8.2339254 8.4409426 10.7760596 8.3308533 9.4087815 0.8261925 9.0170453 NA -1.4957356 10.6540519 1.9637330 6.6540517 9.7728468 10.2583572 8.5811203 9.8284855 8.8825996 12.1363890 9.2641930 10.0817336 13.6800493 4.2591896 10.7976931 10.9152861 11.0833851 8.4409426 10.4276324 -1.4957356 1.0892947 -1.4957356 0.5042644 8.9462115 13.8496408 12.3839838 12.9425119 10.1060757 10.4328232 2.7522348 7.9242650 4.8080864 11.0300703 10.7672805 11.3258317 6.4231680 8.1872996 10.6085759 6.1190137 2.8966206 5.0588922 0.5042644 9.4635824 13.2477718 9.7540109 11.3767874 9.1060755 4.8618561 9.2482976 7.4844443 10.1656420 11.6717230 8.3466551 10.4405747 9.9443279 11.3892385 8.3132690 11.6812571 11.2247629 11.6984461 9.3708110 9.1540639 7.7352378 12.5050091 9.1263565 9.6412960 8.1696409 6.9305694 NA 7.3276721 10.3796702 1.6086200 9.7267435 10.9250546 8.3164820 10.5113321 9.3100488 10.4621324 11.7370256 10.1736328 9.2579980 2.8966206 7.3435082 9.7100982 -0.4957356 10.0081305 8.2840241 6.6232465 12.7168772 11.3407497 9.6470500 10.1674181 9.4614068 9.3991226 10.7708425 8.9368467 10.6470501 8.9378902 -1.4957356 10.6956725 4.7710933 0.5042644 7.7015213 3.7137618 10.7613980 -0.4957356 8.3324412 4.9535353 3.4111957 NA NA 11.5752643 10.8869288 10.8463795 11.5191971 9.2815601 9.5057131 6.4279882 6.5811207 10.9014447 10.6603879 8.9596319 9.6502370 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.871 0.871 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.842 0.842 0.000 0.000 0.000 0.849 0.849 0.832 0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.843 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.871 0.871 0.000 0.000 0.000 0.000 0.000 0.000 12.396468 12.112675 10.998160 14.407481 9.177614 NA 3.826233 9.640014 10.588416 NA 9.002157 8.497243 9.153561 13.791368 6.318085 7.311659 6.857451 6.399123 6.607592 7.870627 12.376980 9.834101 3.548696 9.541852 10.658329 9.758152 4.591769 11.217691 10.265025 8.559587 12.138882 6.012099 7.651510 8.298721 8.292208 9.787972 9.5582307 10.1363912 9.2099373 NA 11.1171733 8.4036618 9.4815847 10.6046387 3.3116630 10.4179423 9.0366607 6.8706273 4.4815831 9.2683471 6.7088756 13.4840426 11.2520782 9.4993654 13.2320126 12.3854188 7.0500032 7.2457714 10.4486508 8.5609427 10.5727472 9.4715311 2.8262332 4.2047433 13.7994280 5.4700878 11.5607732 0.8261925 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11.45577167 8.95035439 10.64705011 10.83634139 10.77089229 7.82623322 9.85247973 10.27000536 0.82619254 1.82623322 NA 9.83578168 10.55007135 9.14906244 0.82619254 8.60365268 8.85855423 10.82369468 TCGA-B9-A5W8 50 0 NA 207 kidney stage ii t2b nx m0 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 299.44.0 NA NA 1 3 4 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.6305771 12.3803953 10.5452643 1.5634022 11.0692232 6.5452641 10.4399286 8.7787021 7.8671922 7.2471082 9.3925001 12.2798882 10.3315961 10.9275464 7.6034275 6.6761122 6.2967657 13.5119607 10.6132603 11.9816860 8.3048788 -0.7585259 NA 7.8301983 12.1712968 9.7640162 6.5452641 10.6687965 11.1854635 12.3271220 9.9540106 11.5622842 6.8853401 10.4343928 11.2920125 5.0994635 9.9812642 11.4466660 4.6677502 6.0743727 11.9367076 9.3759100 10.9947003 9.1087623 3.0488465 14.6139746 7.6208188 7.1118482 7.5004268 8.7941526 9.0310171 9.2541081 7.9896766 8.8799195 8.4013548 10.5164441 9.1118482 8.4533719 11.3646350 10.1521264 10.6466250 11.0472275 0.8264366 10.4594414 0.8264366 12.8306420 8.9522902 7.4846578 9.1453654 10.5574992 12.4387003 3.8264468 9.5070987 2.0488290 9.9479796 10.9583031 10.4007243 11.6346059 10.7733524 7.6121711 10.4057620 11.1325078 10.4810821 7.8817288 10.3242979 9.9744989 NA NA NA 10.6556403 10.7378681 7.2072682 -0.7585259 8.9997069 8.9642912 10.8184403 TCGA-B9-A5W9 40 0 NA 5 kidney stage i t1b nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 299.44.0 NA NA 1 3 4 2 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.011424e-06 5.201959e-07 10.32695040 10.17024294 7.28025762 -1.61131449 11.80777535 9.40569950 12.93861901 -1.61131449 0.65754855 6.62687860 5.77217863 5.62687714 10.63669757 7.48387058 11.49781447 11.46228033 10.00777646 8.80421526 5.35425820 10.99557256 8.53567857 6.06089908 9.50871129 3.38847887 5.98838703 NA 6.91595106 10.59182151 9.95309933 8.15334530 3.29537039 9.05292067 9.20225462 8.94880640 8.01600762 10.48815004 8.90417337 5.47593766 8.31625166 10.28934032 7.47062227 8.29836643 4.76351250 10.31365695 9.36073539 -1.61131449 8.67503115 7.63164781 9.66576085 10.61849388 7.40249367 5.46528886 11.25199383 8.72162899 9.21898866 6.96967431 4.29536304 9.39409801 9.00594084 1.55841459 3.24645369 10.30696406 2.19582002 9.98699122 9.44984464 10.31254368 8.80526053 10.07234541 10.66139484 6.19582789 15.83276855 8.65759999 11.03097654 5.15665953 11.45674795 8.09755707 4.27111935 3.33005638 9.41084139 9.85760644 9.57644410 9.50935935 9.21898866 9.56027570 9.31847163 5.91985490 13.73772016 10.12698795 NA 11.44950711 9.03781049 8.58691858 NA 9.02509803 12.35678028 8.43013261 9.30435292 7.32216432 8.62089427 10.68710890 7.95452728 6.17728996 5.16983283 9.57644410 0.71043728 NA 10.86167185 1.55841459 6.94689458 10.20865247 10.35353623 8.78828538 9.18937340 8.83762226 11.65649494 9.66052009 10.31847152 12.72372425 2.08892177 10.41943366 10.11809428 11.98675866 7.90417337 10.79015297 NA -0.61153490 1.19585151 NA 5.43286924 13.66296083 9.39479964 9.08021688 9.87832149 10.66866431 0.38846510 8.87731788 8.47460964 11.59594542 11.66226906 11.51127723 5.00318394 4.95832767 11.52161570 4.86420596 3.74602248 9.97625106 -1.61131449 7.45186883 13.93355861 10.57829805 10.09280946 8.94402122 8.37857751 9.21502208 7.54582014 10.82115628 7.84174422 8.64232107 6.08891329 9.41833354 10.82882362 7.52802505 12.24207544 10.88007609 10.59151552 9.23317913 9.26268637 8.69009543 12.79627232 9.17392593 9.71714842 8.49699794 7.70814584 -1.61131449 7.21502232 10.10657825 -0.02649893 8.15269807 10.87656468 8.32068820 10.21898866 5.42189651 10.67560866 12.01063971 9.66401610 9.39000124 4.31921328 7.34557557 9.93970115 NA 10.60461309 8.26652421 6.13666717 12.09270135 10.13414777 9.43832196 10.79281681 10.10443547 8.74272273 10.97953995 9.22925143 10.57860677 7.91399458 5.70135776 9.83658977 3.03233010 1.38846510 8.75479566 1.19585151 11.38618223 2.08892177 5.94306333 5.69225422 8.39690228 NA -0.02649893 11.73193684 11.04310954 10.51936577 11.21004817 6.73720137 8.56829552 6.02459007 7.82726521 10.71462203 10.27073438 9.01691913 9.94402122 11.81093250 8.27416986 9.85097581 -1.61131449 -1.61131449 9.44984464 8.05380916 9.91007393 9.49307226 9.91007393 10.36682641 9.77433590 3.14336076 10.94904512 13.12191256 10.75970563 NA -0.61153490 -0.02649893 4.31921328 6.25883735 13.53587718 9.34412344 7.06795380 11.20645642 NA 9.06354851 9.29798419 10.47560476 9.57148854 7.51517785 11.37999533 9.65643058 10.73471021 9.98652599 3.71040421 9.63758688 9.44916949 5.37146826 7.52802505 10.77433590 -0.0109220 0.0203430 0.0000000 0.9731700 -0.0254830 1.9226000 -0.0305400 1.8764000 -0.0440090 0.2542000 0.3145000 0.3577300 0.2195100 -0.0772400 -0.0242510 -0.9875000 0.0203430 0.0000000 0.0000000 0.0000000 0.0000000 0.9639100 0.9308100 0.0000000 0.0012481 1.9226000 -0.0193140 -0.0193140 -0.0305400 -0.0381700 -0.0381700 -0.0253460 -0.0040213 -0.0223320 0.9158200 -0.0273980 -0.0440090 0.2542000 0.000 0.000 0.000 0.000 0.945 0.945 0.000 0.000 0.000 0.888 0.888 1.876 1.876 0.000 0.000 0.000 0.000 0.000 0.000 1.836 1.836 0.944 0.000 0.000 0.000 0.000 0.000 0.946 0.946 0.937 0.937 0.000 0.000 0.000 0.000 1.923 1.923 0.000 0.000 0.276 0.276 0.000 0.000 0.000 0.000 0.945 0.945 0.000 0.000 0.000 0.888 0.888 1.876 1.876 0.000 0.000 0.000 0.000 0.000 0.000 1.836 1.836 0.944 0.000 0.000 0.000 0.000 0.000 0.946 0.946 0.937 0.937 0.000 0.000 0.000 0.000 1.923 1.923 0.000 0.000 0.276 0.276 9.219781 11.918392 11.726095 9.277217 9.198242 NA 3.195836 9.945937 10.110773 NA 8.041319 6.010525 8.875309 13.467708 5.421897 4.988385 7.078471 8.813689 4.617293 8.238660 10.678780 10.044004 3.973437 9.761338 11.139013 10.550235 3.517754 11.434404 9.495036 7.802101 11.993938 6.626879 7.402494 8.849953 7.923749 10.897506 8.8662317 9.9999594 9.7416203 6.6738758 9.9344033 8.4878211 9.5967078 11.2908486 4.1163980 10.7104015 9.6154877 7.5881457 2.3884651 9.4430778 6.4706231 14.0020040 12.3025783 9.5196874 14.0072604 12.3541676 6.9041734 7.9179043 11.0375051 5.5683818 10.8573520 9.7705570 2.3884651 6.7013564 13.9058661 6.1566575 9.4342331 0.3884651 -1.6113145 9.7143410 7.1400179 12.9266624 8.9041734 12.7237242 9.0932417 8.6292648 5.9040168 8.2197808 10.6948201 13.8224501 11.5112772 11.1085039 12.8859511 10.7826682 NA 11.8010433 11.0936739 9.5863044 9.1274102 7.5280250 7.6807948 10.1792292 13.2571032 7.7613385 12.5014831 6.4706231 7.2772167 8.7460255 12.7775818 11.4103210 12.0443396 7.6853894 NA -1.6113145 8.5394900 12.5398072 10.8225517 7.7786423 11.0054817 10.92908587 12.43235518 10.00777646 10.99557256 5.58814494 11.65262282 8.70135637 4.16983683 9.36932710 10.10572155 7.47062227 8.59914481 11.98710410 9.34412344 11.20625658 9.78988637 2.08892177 14.51829982 7.09748860 6.10271901 7.42098760 6.50221602 8.60400644 9.91252547 9.46060599 8.66110326 3.78079302 9.10871785 10.05292080 8.69908621 10.83167603 9.84841732 11.73068708 10.86673755 2.08892177 9.38635852 1.84791675 12.31907869 8.81788031 7.99765202 8.94402122 9.00442499 12.53201613 2.47594090 8.26805677 3.51775441 10.10657825 10.58107458 10.37609282 12.09270135 11.72134920 8.69339531 10.57860677 10.64438727 10.48882698 7.52033031 9.79786446 10.32216409 -0.02649893 -0.61153490 0.71043728 8.15996314 9.13842669 9.03593204 -0.61153490 9.06354851 8.65643058 10.31291483 TCGA-B9-A69E 71 0 NA 452 kidney stage iii t3a nx NA 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes 185 1951 white not hispanic or latino 325.39.0 NA NA 2 2 1 2 1 2 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.7592304 9.1472230 4.1824857 10.3910553 6.9757219 5.1824897 1.9891027 8.8328875 10.0534135 9.1587271 9.9566764 8.1218003 9.1742678 8.4509774 6.4234958 13.8871780 10.8794559 -1.2768347 11.3974697 9.5244338 9.5368380 NA 8.1535095 13.0826691 8.8867065 10.1896431 8.5591071 7.7342842 10.7523440 8.2149097 10.8365352 2.8929738 8.3469383 2.3080113 0.3080113 9.4796132 4.5044170 8.7216471 10.8315812 10.4928946 8.4078052 10.0455482 8.9227292 11.8993702 10.2456383 10.6064637 12.9858123 6.2387563 10.4293196 10.1260688 10.1840245 6.9709848 9.7516535 NA 1.5304204 1.7230779 1.0449536 3.5810378 13.9934251 11.0676300 11.7564798 10.9147329 9.8085292 4.7003343 7.0539737 9.1597682 10.6344487 10.4779442 10.6511532 8.3487658 9.3614927 10.7660840 4.1824857 6.4779444 2.9709825 -1.2768347 9.4846080 13.5893698 9.4208931 10.8008739 9.1387986 7.7592304 9.5247652 8.2028369 10.6579123 4.7891450 10.0119229 5.5685460 9.6897857 11.2800417 8.0980963 10.5941919 11.3857251 10.9004763 9.4501262 9.6946003 7.2908225 12.8446712 9.0449847 8.0717847 9.0926541 12.7899027 -0.2770095 7.2189119 10.5178787 4.2730309 9.1705430 11.5259769 8.4912410 10.6917235 8.6026399 10.6239235 11.7771523 10.7471575 9.4160121 5.5432360 6.3524125 9.8138309 NA 11.0480811 8.7729054 5.9614613 12.1725923 10.5515899 8.5320208 10.5448307 9.9560771 8.9757222 11.5028295 9.6396828 10.0319646 6.9898429 3.5304079 10.3741084 4.6057017 1.0449536 7.8025416 2.3080113 10.9358571 4.9898429 9.3208578 7.7241550 6.4234958 NA NA 11.5486118 10.7945191 11.3301558 11.2350564 9.2466188 9.3784176 5.9698458 10.2583321 10.6333247 10.4758555 9.6670367 10.2224044 10.4441559 2.7230561 8.8510509 -1.2768347 NA 9.6845065 7.5011342 9.4252293 8.2485775 9.8387507 11.1281982 12.7854402 0.3080113 8.5368378 10.4091195 10.0975529 -1.2768347 5.0921736 2.5304204 NA 6.2466190 12.7107649 8.5448308 7.3560522 11.0133636 NA 8.3776929 9.1265589 10.5436346 9.7181172 7.1281985 11.4672599 10.1602887 10.5113672 9.5182847 5.8210877 9.4687311 9.6049355 4.0084600 7.4627362 10.2441664 0.00527490 0.62989000 0.00861350 0.00000000 -0.00207840 -0.00249380 0.00249690 0.01070300 -0.00360110 -0.08103200 -0.08103200 -0.08103200 -0.09542100 -0.62661000 -0.60979000 0.00527490 -0.61959000 -0.62255000 -0.62255000 -0.62570000 3.65690000 -0.00290910 0.00000000 0.00277450 0.00277450 -0.00249380 -0.62014000 -0.62014000 0.00249690 0.00194180 0.00194180 -0.00774820 -0.00774820 0.00374650 0.01349200 0.00069327 -0.00360110 -0.08103200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.623 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.612 -0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.623 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.612 -0.612 0.000 0.000 7.111074 12.224023 9.598038 13.409448 8.925181 -1.276835 2.892974 9.966826 10.719929 2.308011 8.345108 7.565407 9.433002 15.465353 7.927628 8.803874 7.348765 6.728681 8.155598 7.947058 8.418285 9.849761 5.080611 10.419155 10.871117 9.711031 7.430416 2.810525 10.501134 7.789146 12.277279 3.581038 9.077306 6.739866 4.149324 9.979855 9.2515108 9.9091710 9.5496053 -1.2768347 8.8967338 8.4879284 10.2253913 9.9404086 3.0449886 10.1377420 8.2910127 6.5496045 6.6655718 9.2048562 6.9325101 13.4643657 12.2001826 8.8841885 13.2214697 12.7294705 6.2544391 9.5918793 10.5027761 8.3848347 10.3963658 9.9816228 5.2149097 6.0084600 12.6339805 8.0313957 10.1159108 3.1824857 0.3080113 10.1002673 7.2583324 12.5910111 9.5535719 12.9858123 9.2028369 8.4526774 5.1057242 7.1324473 12.2697101 12.3892808 10.6511532 10.9500710 13.1070310 10.5392404 1.3080113 11.2512666 7.2108963 11.1393265 8.6830588 8.0980963 7.2229031 10.1763274 12.2854184 10.5056455 11.2950440 5.6419188 6.4095573 3.9325148 13.6633043 11.5893697 12.7301716 7.0268377 NA -1.2768347 8.9385899 12.3414422 10.7356429 6.7564803 10.8867064 11.9062269 12.3029619 9.7951893 10.8210888 6.9851520 10.6140809 9.3322355 4.9325101 9.6743415 12.0546987 6.3004862 5.8829291 11.6861226 8.8791400 10.9635500 9.7851029 1.7230779 13.3273783 6.6634585 6.1324473 7.9249354 9.1722055 9.0359397 9.8797719 12.1715422 8.6239235 7.4509770 12.0727526 9.3794817 8.2485775 11.8645253 10.3326972 8.9968522 11.2614882 3.3669097 9.3569601 5.7891450 12.4993592 8.3322353 7.3303872 9.1387986 10.0628455 12.6946901 4.4779428 8.6011078 6.3155137 10.5178787 10.3192465 10.5360362 12.1725923 11.7414308 9.5575278 10.0319646 10.6537941 10.5541819 6.5432360 10.1665184 9.5416389 1.5304204 3.8105151 NA 10.3950400 11.6309764 8.9004762 0.7230779 8.3776929 8.0313957 9.5207183 TCGA-B9-A8YH 52 0 NA 532 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 386.28.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.66147296 9.83485798 7.82172871 NA 11.66727173 8.90084568 13.94889413 -0.06703176 1.88408991 7.83385212 6.16820276 7.66317239 10.77454980 8.06741177 11.61977778 12.70165228 10.31416788 8.52668780 4.15537686 11.44193569 9.29127041 6.72380154 10.18840748 -1.65199426 3.90261389 -0.06703176 2.04844546 10.65066190 10.31055757 8.84786885 4.94793728 9.11289453 9.35154088 10.79794542 10.83410377 9.73604028 8.76692969 6.00623518 10.06312701 10.09621586 5.48757317 11.25735360 6.93673804 9.71979967 9.83937498 3.83987899 11.04390371 8.11951233 9.76640269 10.42483855 7.84187817 7.91407713 11.11207351 8.76528477 8.51919984 3.66995651 3.99188007 9.78421392 9.06569939 5.45654662 8.33244165 10.02838253 4.27875794 10.68341338 7.42216403 8.02750298 10.27394079 9.99232998 10.38385309 7.24586831 15.63347939 8.28613217 10.94886508 5.26688771 10.64149464 8.26539517 4.55747749 4.31403665 9.93016502 9.89016500 9.05019557 9.59476350 8.93016488 9.36622319 8.58762152 6.33101724 12.64127908 11.55244129 NA 11.78030386 9.83894909 6.43017151 NA 7.18722636 13.55793321 8.84087767 9.09369723 7.35925057 8.62298341 11.06183903 8.65294461 9.12802140 NA 10.27949927 -0.06703176 NA 10.55320535 2.59595712 7.86765929 9.78837315 10.18604501 8.62879364 9.91882747 10.34837518 11.70417094 9.19508032 10.12815263 14.22681633 1.15536066 11.31965993 11.51214425 10.72577574 10.25866566 10.68201684 4.79096487 1.93296824 2.74034475 -0.65199426 6.92545237 13.47129568 11.54277986 11.23638570 9.61890228 11.24378759 3.47730171 8.83586314 5.70557433 11.15759016 11.10728705 11.27210247 8.23524359 9.16899973 10.94956163 3.43548192 -1.65199426 6.17457220 -1.65199426 9.19586332 13.13959290 10.04846276 11.38591308 9.94374672 6.74034071 10.11868689 7.79096617 9.82205341 12.59676593 9.10957421 5.56719252 9.87897541 11.08484771 8.43813521 11.62603679 10.81282397 12.19125706 9.28539690 9.17774566 8.39199364 12.16220487 8.68675928 9.85631300 8.95904764 6.62414770 -0.65199426 7.82375636 10.37558349 0.34800574 9.54932609 10.39787151 8.67893987 10.64551244 7.79717190 10.21375626 11.46534141 10.30185568 9.49192904 4.30221668 8.39923177 9.75900432 NA 9.24132443 7.74676690 6.56719100 11.68145792 10.90500793 9.27283550 10.23790711 9.69065332 9.19272876 10.85002185 8.97737953 11.33777224 7.41948496 1.93296824 10.87501115 6.28466033 1.34800574 8.51919984 2.87158741 10.65891971 0.93296824 8.17615968 6.52000101 5.21838596 NA -0.06703176 11.49331834 10.81588319 10.89732636 11.97589879 8.38419663 9.97189528 7.86046688 7.80335040 10.89250449 10.68452957 8.84886483 9.86864171 10.66232301 5.31380816 9.75953404 0.66993384 NA 10.61510221 7.22454005 9.06398498 8.81358946 9.88669692 10.23486269 9.66656577 4.20600237 11.17198726 13.77707005 9.94188099 -1.65199426 3.83987899 1.93296824 -0.06703176 6.98826772 14.17650661 10.77533579 8.15526502 10.82350314 NA 9.55198274 9.27617862 9.76798313 9.64149455 7.66317239 11.31632979 10.32458708 10.42584006 9.72695720 4.43548858 9.77218935 9.08780358 5.72236766 7.16497428 11.23828728 -5.5301e-03 1.5320e-02 7.5625e-01 -9.1069e-03 1.4803e+00 -5.0009e-05 -6.6306e-03 7.4044e-01 -2.7385e-02 1.7439e-01 1.7439e-01 1.7439e-01 1.7439e-01 -5.2484e-03 -9.5753e-04 -5.5301e-03 1.5320e-02 7.4769e-01 7.4769e-01 7.6066e-01 7.7774e-01 9.3225e-03 4.5927e-03 -2.2042e-03 -2.2042e-03 1.2807e-02 9.7403e-03 8.8010e-03 -6.6306e-03 -5.1855e-03 -5.1855e-03 5.1486e-03 5.1486e-03 -1.6502e-03 -5.5249e-03 9.0439e-03 -2.7385e-02 1.7439e-01 0.000 0.000 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.000 0.000 0.000 0.000 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 1.480 1.480 0.000 0.000 0.000 0.000 0.174 0.174 0.000 0.000 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.772 0.772 0.000 0.000 0.000 0.000 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 1.480 1.480 0.000 0.000 0.000 0.000 0.174 0.174 11.9368547 12.2274148 10.3270909 13.8657231 9.5110436 NA 2.3480341 9.7398036 10.2099357 0.6699338 7.6744522 7.8095026 9.1593976 14.6693698 7.1840730 8.3937826 7.3508384 7.9755568 7.9367375 8.2091097 12.9179379 10.4536042 1.3480057 9.1045794 10.1851345 9.9221434 3.8074580 13.6504834 10.1942969 7.2337194 11.8800038 5.2905387 7.4513109 8.6934281 9.6060000 9.8573032 9.44144053 10.16300592 9.28907064 -0.65199426 11.54861512 8.77428763 9.65863584 11.04629358 4.15537686 10.13183973 9.40601469 7.05192671 3.39241360 9.19899107 5.67893952 13.31434817 11.24454461 9.70941851 14.04604933 12.42792439 7.46176509 8.45915863 9.61363810 10.16140339 10.24246186 9.66147296 3.83987899 3.74034475 13.87528616 5.94047922 10.79458937 -0.06703176 NA 9.92686733 8.41680133 12.96583478 10.04889619 14.22681633 9.58403723 9.03452360 6.54346959 10.97007482 9.34943119 12.99598725 11.27210247 12.56423835 11.95327099 10.57021415 2.43549525 10.93275068 10.44638414 10.79355519 8.70227244 8.43813521 7.66769489 9.79200253 12.72177177 9.93251581 11.56567628 6.48244981 6.59595115 8.79200253 13.06927174 11.05235897 12.81403570 8.98374124 -0.06703176 -0.65199426 9.48052264 12.43532007 11.53163045 7.15215400 10.99570625 11.49108726 12.40347491 10.31416788 11.44193569 6.51794806 11.49252189 10.08864701 5.04846290 9.53969914 10.83916457 5.48757317 9.52793203 12.61265178 9.26091224 11.41528924 10.32458708 2.87158741 14.85983740 6.87326938 7.64723103 7.89430000 8.28023766 8.68005952 9.96181242 9.16940644 8.84986012 8.39105021 10.34837518 10.31380725 9.22069779 10.63861791 9.79200253 11.59387273 11.80245081 4.39242047 10.66628331 2.25492656 12.83600241 8.44078032 7.35083843 9.94374672 9.47033980 12.36509237 0.66993384 9.95996992 0.34800574 10.37558349 11.41293413 10.56779650 11.68145792 11.00913299 8.89298747 11.33777224 10.62647245 10.67129169 8.06741177 9.74996912 10.16540638 2.51795593 1.80743736 NA 10.03101756 11.65632220 9.15296065 -0.06703176 9.55198274 7.98826772 10.85581759 TCGA-B9-A8YI 79 0 NA 374 kidney stage i t1b nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 386.28.0 NA NA 2 3 4 2 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6303647 9.8661957 7.4930893 3.4106260 8.3865592 9.7536792 14.0855460 NA 1.6421932 9.1544711 5.6450906 5.4316898 10.3489956 6.2300550 11.8875516 12.9252828 9.2255391 7.9778002 3.7154761 11.0826361 7.3892527 6.0646307 9.1686541 0.9081212 3.6450906 NA NA 10.4543779 10.3517607 9.1670849 3.6450906 9.4880709 9.1764734 9.2932698 9.7186981 9.7483799 7.4316881 4.4930901 8.8661958 9.4588733 4.7494270 10.3018744 8.6630140 9.1401475 8.2509417 1.6451021 9.9369534 7.5326170 10.4323417 9.8130119 6.9230767 9.0930018 11.4183170 9.8526336 7.9043643 4.1811423 2.9081212 9.6851078 7.7661075 -0.6769182 6.4627149 10.9286435 -0.6769182 10.8069797 2.3231683 4.8150169 9.2889482 9.9174886 10.9746642 6.3999794 15.6794096 7.6807161 11.3672165 3.8467240 10.1417461 6.7577927 1.9081212 -0.6769182 10.4284178 10.3696059 8.6269446 9.8049633 8.7743749 10.4427535 9.7712803 6.7068676 14.1384972 11.0557554 NA 11.4623955 9.4709031 5.3892536 -0.6769182 8.1337356 12.9901646 8.3811557 11.0305231 7.3399720 6.9670199 10.5080393 8.2450050 13.2834067 0.3231971 8.9867221 NA NA 10.6607859 1.3231395 8.3675580 11.4905821 9.5615686 8.5663380 9.1780324 8.3146857 11.1519192 9.8834968 10.8521063 11.8594112 2.6451021 10.0374782 10.1433429 10.6108763 7.0096640 10.6068311 NA 2.7825973 0.3231971 NA 2.6451021 13.9427535 10.8525945 13.0348309 10.2896694 11.0574501 1.6451021 6.2058069 9.8457455 9.7197687 11.1405473 11.3770186 6.6807154 8.3865592 10.5148401 3.0236102 2.7825973 4.6450906 NA 7.9043643 13.8172070 10.1702213 9.4767160 9.3033036 4.0236013 9.2598019 7.6540810 10.2660743 14.1620231 10.0987742 3.3231683 9.8147564 11.9622785 8.0646307 10.5234495 11.7386417 11.3939557 9.2860598 9.4093001 3.1045212 12.9055412 9.5191513 9.6417068 8.7452286 10.4659092 NA 7.1686541 10.2860600 4.9002920 10.2776438 11.1240638 8.3343913 10.9001206 8.4905822 10.1536792 11.7030837 10.0838839 8.7160824 6.0780504 2.9081212 10.0713568 NA 12.2242194 6.8467265 5.7661075 12.4408070 11.2498305 9.4145994 10.4703689 10.6812656 9.1110665 11.2145413 9.4767160 10.3979744 8.1873501 2.1305026 10.0888644 4.3675598 2.3231683 10.6490315 2.3231683 11.6448102 6.2773599 6.1305191 5.6450906 2.4930837 NA NA 11.9263266 11.2416545 10.8982304 11.3651652 11.4261238 8.5687166 5.6046763 8.9706225 11.4842958 10.4362549 9.2345559 9.8069797 10.4231692 4.0780547 8.9849419 NA NA 10.1053431 10.5179208 9.4955914 7.9341886 9.9973562 7.7536166 13.0241454 NA 10.1489177 11.0105396 9.2961437 -0.6769182 1.6451021 1.6451021 NA 5.3004423 12.2889482 9.2583291 6.8930199 10.9969147 -0.6769182 9.2210094 9.1837698 10.2788138 9.7068683 6.7988969 11.2878658 9.5840835 10.7160180 7.7154816 3.2300493 7.9378740 9.4079724 4.9081260 7.5946269 10.5117528 0.00395050 0.00000000 -0.00110870 -0.00360110 -0.00636680 0.00083195 0.00110930 0.01321300 -0.00142160 -0.00650500 -0.00650500 -0.00650500 -0.00650500 0.01406000 0.00393520 0.00395050 0.00000000 -0.00110870 -0.00110870 -0.00110870 -0.00110870 -0.00940460 -0.00426520 -0.00249380 -0.00249380 0.00083195 0.00499690 0.00499690 0.00110930 0.00166420 0.00166420 -0.00221680 -0.00221680 0.00291330 -0.80556000 -0.02438800 -0.00142160 -0.00650500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.437 1.437 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.437 1.437 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.0578737 12.1792003 9.9561592 13.5173052 9.1576349 NA 2.7825973 9.6405765 10.3421986 NA 8.1465310 9.5899505 9.0813870 15.1797840 6.5899507 6.1935293 7.4930893 7.3175175 5.7988981 8.0236036 8.1966080 10.2744486 -0.6769182 11.3424071 11.1869011 9.9570674 4.2773599 7.5277350 9.2103845 5.9955885 12.2643858 0.9081212 7.4421050 6.9525211 7.5471652 10.5301783 8.5252878 9.7336153 9.7897503 NA 7.6807161 8.9452159 11.2145679 9.8901693 3.4930837 9.4968410 9.8279828 8.0510844 3.9670210 9.6050939 5.7325541 14.2090986 11.2842518 8.9100038 12.9822679 12.7973769 6.7154816 9.3090058 9.5447510 7.5129885 10.0755445 9.9174886 2.6451021 6.6085668 12.6180718 6.2539004 9.6652385 0.9081212 NA 10.8403412 7.6718920 11.6602283 8.7743749 11.8594112 8.6450920 8.5899503 4.5581268 4.2773599 10.7399615 13.8399104 11.3770186 10.8782323 13.0093361 10.3075824 NA 11.3774291 10.0425527 10.2903902 8.6938514 8.0646307 7.8428004 9.9360325 12.7734731 8.1272949 11.1520938 5.1045254 7.1305191 8.8467258 13.5530507 12.1347393 12.2500158 7.8069800 NA NA 11.4643131 12.2640281 10.6530163 5.5899492 11.0253366 11.7468051 12.3056228 9.2255391 11.0826361 5.8150169 9.7907694 7.3999794 4.1811423 8.9902756 11.6783801 4.7494270 7.3061574 12.3286078 9.6177846 10.9401722 9.5228363 0.3231971 14.0709898 4.8060147 5.8150169 7.7705364 6.8467265 9.6177846 10.1216357 10.4434018 8.7928059 6.0780504 10.3111384 9.6927612 8.4369060 11.5077294 10.2308057 10.1927577 10.6160607 1.6451021 9.5313982 7.0442630 12.0527911 8.6982032 7.7025426 9.3033036 9.2625962 12.5874599 1.3231395 8.8428001 1.9081212 10.2860600 11.0013239 10.5834955 12.4408070 12.1983373 9.1544711 10.3979744 10.8165191 10.1441406 5.4106260 10.1858013 10.1151407 -0.6769182 3.9670210 -0.6769182 8.6872987 12.0139040 9.2598019 NA 9.2210094 7.1686541 9.8777528 TCGA-BP-4158 69 0 NA 3377 kidney stage i t1b n0 m0 19-3-2015 male 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.9046817 10.1159790 7.8711370 4.4328459 12.1348088 5.2115574 11.4308138 NA 1.5004961 6.8658038 10.2340027 8.9960023 10.7208334 8.7123151 11.6683796 10.1721521 11.1922662 9.1973175 2.5963389 10.2365877 8.2340026 7.4789856 10.4000126 NA 6.8496841 NA NA 10.0772772 10.0709179 7.2401989 2.6958825 8.6958783 9.3262061 9.7093406 10.5426225 10.4924589 9.6195031 5.7776722 8.1705310 9.8057961 5.4328425 10.0790067 4.8113580 10.6856986 10.6720129 1.1108977 10.0516700 9.6936225 9.6792521 10.3189063 8.3125499 6.0743898 10.6218778 8.5665226 8.0720763 5.5571711 NA 9.3823789 8.1332835 -0.2110638 6.2888329 8.3184185 4.9182717 10.9908054 11.7067328 5.8870207 11.2576755 9.8870200 11.0557743 9.8299624 15.5193783 9.0285863 10.1058349 5.2484210 9.6731583 8.0202088 6.6155369 4.4371678 9.8889930 9.9676527 8.9285391 9.5117953 8.5703476 7.8333822 9.2717956 6.6716302 12.9528733 11.2147283 NA 11.2865902 9.7581801 7.2443153 NA 2.7889780 12.0993166 8.3358825 9.3086241 7.5866492 7.6655051 10.6716308 8.7790919 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8.712315 5.128838 10.559652 5.418345 9.571986 9.080159 6.760531 7.513502 10.219440 7.731502 12.731136 10.574849 10.257612 13.327844 12.818879 6.794612 8.731502 9.389830 6.844270 9.395393 8.583404 6.928540 4.280838 13.122772 9.589079 10.526235 6.351231 3.695882 9.945071 8.137716 12.811269 10.010575 12.603871 9.618711 7.668571 6.684775 10.093910 9.779801 15.284078 11.228130 11.323047 14.236717 10.614344 2.248413 11.013894 9.032162 9.605972 8.856422 8.300741 8.322318 9.577706 12.761878 9.857766 11.261930 5.248421 6.366417 5.280841 14.209989 10.939052 12.724245 6.320369 NA -1.210897 9.139927 12.500977 11.463352 7.963913 10.942856 11.328631 12.870887 11.192266 10.236588 6.411040 11.329842 10.492026 7.181305 9.893587 14.030459 5.432843 8.409208 12.688972 8.767698 11.338532 10.597550 3.248413 13.931294 6.991210 6.335882 9.416029 10.137716 8.798817 10.185593 8.712315 9.217348 5.822411 12.621284 9.945071 9.619503 10.507521 10.254044 9.477238 11.722863 3.596339 9.627404 10.787931 13.046270 8.525390 8.034540 9.391687 9.182314 12.313774 2.958917 9.322318 4.403697 11.540113 10.313530 11.102721 13.168569 11.002092 9.468468 10.128281 10.846641 10.838482 6.119904 9.588269 9.598756 NA 6.288833 2.788978 10.442281 12.310297 9.468468 5.754773 8.432844 8.427424 10.561302 TCGA-BP-4159 70 1 2601 NA kidney stage i t1b n0 m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3573037 9.5215414 10.2911438 10.4912168 7.3265859 6.6932611 10.3085056 8.9820219 7.3987360 6.5825575 -0.7661119 9.1981697 8.2918209 1.2338267 6.3423538 8.3527700 5.8187918 9.8402341 10.1741425 7.0540084 9.6400339 10.7903350 11.2887723 10.7893767 15.5968001 8.9736096 9.2380493 4.5557548 9.0069681 8.1134119 8.0379598 2.9342712 8.3159778 8.4432822 9.4371770 9.3618232 8.9634496 8.1072731 8.5736790 6.1880250 12.9997366 11.2833372 2.5557671 11.3692175 10.1522971 9.0949159 NA 3.8187892 10.9480744 7.7416234 9.0964664 8.6368410 8.0603776 9.5792341 7.6891559 10.7649715 1.8188097 8.3527700 1.5557671 NA 10.0323008 6.5913802 9.0777498 9.1346958 10.6309687 8.2422576 8.9497908 9.6922356 11.4091289 9.3746587 9.4805695 11.9608985 1.2338267 9.8933076 9.9506483 10.2394534 6.9273158 9.5781249 NA 5.3631115 3.1407132 -0.7661119 7.6726205 14.9699401 7.9786630 13.3796815 10.1309180 10.5523717 3.3212932 4.9062557 11.0387666 10.1712027 9.5006155 11.5588532 8.4187044 8.6304339 10.8406967 6.8704535 3.3212932 2.0411729 0.2338881 9.3695382 14.1654898 8.9583427 9.0524110 9.2863970 8.5398904 9.5523717 8.0249917 9.9344160 8.1286465 9.5376096 6.8112578 10.3870389 10.4900376 8.6088684 10.9870457 12.5761814 11.1781749 8.6432198 10.0753933 4.6557239 12.5623636 9.3924385 9.8234801 9.6261463 7.3937002 -0.7661119 7.6474570 11.5667046 8.5559599 8.9327767 11.7642353 8.6726209 10.6726208 7.0980152 9.8540488 11.5844919 10.5952245 8.4969572 5.3631115 7.1041941 10.2017756 NA 10.3501729 8.5891800 5.6600929 13.6307012 9.6175332 8.9080212 11.7473098 9.1256126 10.1309180 10.7748868 9.3708201 9.5725653 5.3423521 2.2338267 10.9472154 8.8973869 8.3579245 4.7573913 4.5913802 10.2884332 8.2999182 11.1137950 6.7663792 3.5557548 -0.7661119 NA 10.2345332 10.6017896 10.6726208 10.7256820 7.5512414 6.7807235 5.1553121 11.9581296 11.2267672 11.5038321 9.0460061 10.4698431 10.3688969 -0.7661119 8.1967251 -0.7661119 NA 9.7055042 8.3579500 9.7554294 8.5512414 9.3797611 12.9517195 14.4117545 0.8187688 12.3232794 11.6930044 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10.2267673 NA 10.2534197 10.3005909 9.4829424 9.0603774 8.6088684 7.6045162 10.1422216 12.7576359 10.1126462 11.8877935 4.4817575 5.1407214 4.4817575 14.8603485 10.7951168 12.1345071 5.7095636 NA NA 10.0444005 12.7674020 10.4498169 7.3475709 10.9316653 11.565586 12.553924 9.831881 10.015189 6.128646 10.805107 9.113412 7.643220 10.144472 13.319017 6.796071 8.231008 12.824411 8.331861 11.454812 9.908904 3.140713 13.080397 4.320867 5.383576 9.044850 10.930362 8.031491 10.197448 8.431045 8.623998 3.877685 12.373860 9.796071 8.831881 11.193106 10.460241 9.108810 10.670540 4.906256 10.138464 7.462648 12.360030 7.971921 8.843008 9.286397 8.579478 12.668718 2.818789 9.614290 5.383576 11.566705 10.631883 11.392439 13.630701 11.574792 8.757391 9.572565 11.066323 10.703471 4.848538 9.918578 9.578125 1.555767 3.140713 NA 9.760328 11.093030 8.682977 4.091810 7.134695 8.205372 9.685040 TCGA-BP-4160 67 0 NA 2881 kidney stage iii t3a n0 m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma 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8.2763906 9.1541763 6.8305913 13.6040902 10.7112653 NA 11.4419126 10.4199136 8.6236617 NA 4.3418435 12.0631636 6.9726099 9.3749115 6.6544341 7.6260521 10.2580122 8.7626870 12.1217410 0.9726191 8.7385868 NA NA 10.4072382 4.9422377 7.9875602 9.1673670 10.7112653 7.9726099 9.2440731 9.1391917 12.3017915 8.9092481 9.2393966 12.9024848 4.4751108 10.1891214 10.1299569 10.1061804 8.8491270 9.9023615 -0.6124169 1.7095553 1.9726191 NA 7.3301622 13.7042119 8.6284390 13.2191527 9.2885143 9.4751104 4.6730475 6.1291140 11.3356496 10.8149604 9.5013896 11.5503095 8.0206428 9.6730497 10.6116492 5.4100154 5.5169292 4.4320441 NA 9.1018930 13.6106687 8.8774955 9.1558319 9.5411994 7.9072837 9.8139123 7.3183846 8.4683051 10.5663124 8.7991586 6.4210701 9.7602950 10.4176248 9.2718181 10.9018684 12.2655068 10.6908575 9.6602773 9.0898201 1.9036553 11.7845198 9.4044557 11.1877385 9.4737837 10.9884896 0.3876934 7.5013898 11.6882861 6.0088208 8.7037707 11.9292281 8.7670257 11.5765454 9.2268512 10.0828758 11.9407968 9.8450283 7.3042436 4.1950011 6.4100154 10.6816938 NA 10.5072371 7.9498897 7.0529831 12.9452309 9.9631867 9.4523903 10.7681085 9.5373947 9.6822683 10.1908099 9.2378342 9.7330528 8.6426759 1.3876383 10.8800014 7.2078265 2.5575816 7.9650766 4.5575755 11.2425159 5.6355745 9.8191451 5.9137152 4.8794999 -0.6124169 NA 10.2960401 10.0653671 10.5780895 10.2126063 9.1274282 9.1770996 6.4836771 11.2292118 10.7996880 11.4034110 9.2440731 10.0251781 10.6140597 -0.6124169 7.8795005 NA NA 9.9316460 9.1087466 9.2809491 8.7842524 8.8033891 14.0078673 14.1362073 0.9726191 11.7534232 12.7216414 9.7027971 NA 4.9112074 1.3876383 0.3876934 6.9498897 14.2745348 7.9383940 8.4856796 11.5796320 -0.6124169 8.1189665 9.3611009 9.7274975 9.8409181 7.4751100 11.5694209 9.8450283 11.5594498 9.2552814 7.1291140 9.9744873 8.0206428 3.4751108 7.0143787 9.7308332 0.37232000 -0.00124730 -0.01243800 0.47564000 -0.00526100 0.00027728 -0.01155500 0.01614600 0.02048300 0.02581200 0.02581200 0.02581200 0.01832300 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9.2141960 8.6355748 8.3848269 10.4646701 11.3599094 7.6260521 8.8160076 11.3967763 9.1541763 12.0206336 2.1950011 7.2141957 7.5575725 10.1350014 11.1550044 10.3352845 10.1950024 7.5725229 NA 9.8633810 8.2549261 7.3183846 10.1591369 5.2945399 10.1673668 9.9603478 5.8305900 6.2702897 10.6532626 7.3706412 13.4719576 10.5983189 10.3939735 13.4132197 13.2157840 7.9726099 8.8934590 9.8944510 8.4265667 9.2549263 8.5749995 6.6914281 6.6637716 13.0680070 8.1018932 9.2687614 4.6730475 2.9726191 10.8170542 9.1950025 14.3818241 8.0170043 12.9024848 8.7073198 8.4751104 5.7290986 10.8638874 11.7377579 15.9462177 11.5503095 11.5246386 14.2301452 10.7056253 0.3876934 10.4850213 10.9875603 10.3627790 9.4804047 9.2718181 7.7274978 9.7440995 13.0127855 11.8676803 11.6059080 2.9726191 4.5575755 6.2331384 14.1075128 11.7925230 12.2769613 5.3876486 -0.6124169 NA 10.3490972 12.9971726 10.9493984 7.5675569 10.8974225 11.4241646 12.6945636 10.5361241 9.6532625 7.9801047 11.0133563 11.7613283 5.1690070 9.8784984 14.1811492 6.9801042 6.4320424 13.1219200 8.6019665 11.4784215 10.5940514 1.3876383 13.2452398 6.8055840 5.8470799 7.8134086 9.8552530 8.9209771 10.0069504 8.6958272 8.5220738 7.2393961 10.8664171 10.5848642 9.8274783 10.1998248 10.6999632 9.9612947 9.8825031 3.5575694 10.6349817 7.0950066 11.6830462 9.5525544 6.4856796 9.5411994 8.9582053 12.5402492 5.8470799 9.0296991 5.2456288 11.6882861 10.3685011 11.4214146 12.9452309 11.5845569 9.0915510 9.7330528 10.7729707 10.6877598 5.6730504 9.3169060 8.6473908 0.3876934 4.0315011 NA 11.2610916 11.5218139 9.5958818 3.9726099 8.1189665 7.7274978 10.0170041 TCGA-BP-4161 74 0 NA 2746 kidney stage i t1b nx m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 50.57.0 2 2 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.2794156 10.9472283 8.4781289 12.3720988 9.6521084 11.6085389 8.9224661 NA 10.4497131 9.0886862 6.4654440 13.4372675 NA 5.6605065 -1.4687308 -1.4687308 9.8953572 9.7630437 7.3482059 3.3385813 8.7767752 9.4933956 10.5403513 11.6887274 10.5611998 8.6809695 6.0703807 10.2260157 10.2701592 5.5535909 11.9737773 7.2894453 10.2164093 10.3039494 2.5312192 11.7038063 9.6828733 10.4339745 10.4784942 8.1514423 4.0858155 10.5500416 8.8632589 8.0190625 3.3385813 2.3385670 9.7412850 8.8744082 2.2316474 7.7503908 9.4192047 NA 10.5357941 10.9130358 4.4138648 11.0407130 12.5936903 11.2172853 9.5858269 15.9651095 8.4351043 10.3837520 5.0858113 9.7809286 7.3385777 5.3767141 1.8660771 9.2080612 10.0781459 8.8610190 9.7437189 8.4366095 7.9363641 9.0586996 6.7503908 13.4096567 10.7512985 NA 11.4733705 11.0121641 7.5673964 NA 6.5919187 11.2958868 8.0800447 10.0982279 9.2124609 8.8598975 10.9073479 9.0694114 11.3996188 1.9906645 9.3296943 NA -1.4687308 10.1269461 4.4619607 8.2368547 9.4123365 10.0099922 8.3288840 9.4626988 8.4663877 11.8414092 9.2420289 9.8799506 12.5826864 1.8531573 11.2845542 10.9511827 9.3084778 8.3272621 10.0920330 -0.4687308 2.3385670 1.9906645 -1.4687308 8.1180622 13.9196435 11.1658067 12.8712812 8.6345101 9.3899806 3.3892088 6.7308953 9.9937247 11.0451968 10.1952253 11.9954517 9.5333342 10.8871242 10.7238235 3.7406794 2.2316474 0.5312692 0.1162317 10.4552927 13.8956992 10.1491491 10.3652984 9.9916784 7.1010785 10.3113521 8.0528229 9.0908577 8.8931662 9.0260780 4.7406740 10.3729440 9.8838178 9.1623996 11.5936060 12.1349648 10.6796991 9.7997645 8.7091652 2.6662567 10.9844932 9.0838917 10.8542772 9.7628637 9.8959044 -1.4687308 8.1161849 11.0761870 9.8661271 8.6776256 11.4988090 8.9967890 11.0190625 5.9235390 10.1496081 11.9259531 9.8548403 7.9087151 5.1161859 6.3577702 10.6579270 0.1162317 10.7452380 7.7696270 7.0934651 12.7338055 10.2638139 9.3199408 10.5528965 10.5532435 9.5006091 10.6519594 8.9062620 9.9024547 7.4108058 0.1162317 10.7947852 6.4678598 2.2316474 7.7909655 3.1750774 10.4169189 6.1459321 9.8435383 6.3924342 5.8258441 NA 1.3385670 10.8873994 10.0054355 11.3496050 11.3831667 8.6936138 9.5432184 6.3972656 10.9221976 10.2856925 11.6031876 9.3134016 10.2199099 11.5024068 0.5312692 8.3240126 0.5312692 -1.4687308 9.9829488 9.7265947 8.8350032 8.8258432 9.2514668 13.5813688 13.5709984 4.3385742 10.8381386 11.9012287 9.7030247 NA 4.2591444 1.7011498 NA 7.6423579 14.2880394 9.6546972 8.6186854 10.9352997 -1.4687308 8.7443266 9.1823191 9.0781169 9.3313136 7.6553440 11.1786809 10.0737708 10.5354430 10.0659679 8.5742499 10.8668920 8.9224661 5.1553242 7.9933975 9.8887744 0.6211500 0.5922400 -0.0287650 0.0755590 0.0549410 0.0515300 -0.1376800 -0.0110600 0.0548030 0.0000000 0.0000000 0.0000000 -0.0084385 -0.0313590 -0.0313590 0.6180000 -0.0546900 -0.6309300 -0.6009000 -0.0287650 -0.0287650 -0.1043400 0.0755590 -0.0666540 -0.0666540 0.0342540 -0.1334200 -0.1334200 -0.1417100 -0.0098185 -0.0098185 0.0088423 0.0088423 -0.0520210 0.0747830 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7.1930009 10.7443267 6.8576526 13.2516271 10.2544568 10.5417506 13.1815450 12.3378728 8.1750789 8.7210472 9.9808870 8.2557363 9.2194728 9.4366095 6.4970071 4.7011498 12.9597135 8.2420289 9.1660335 4.3641101 1.7011498 11.2253627 8.9501292 13.1944470 10.7467555 12.5826864 9.6579270 8.0150381 7.3191247 10.8508946 10.8646574 15.3545275 11.9954517 11.6522703 13.0166116 10.7278247 1.3385670 11.6249702 10.0225746 11.8475040 8.9844931 9.1623996 8.4471018 10.2540300 12.8138042 11.9697545 11.6887274 4.9741668 6.0310687 6.9363635 14.1529931 11.5129682 13.1509267 7.4046664 NA -1.4687308 10.7612430 12.9584044 11.8771572 7.3092999 10.8696804 11.513325 12.854277 11.608539 10.449713 8.217723 11.431523 11.384727 6.217723 10.212021 12.964132 5.553591 7.042975 12.405608 8.926757 11.741285 10.717646 1.701150 13.395360 6.914408 6.940613 9.524784 10.100603 8.621335 10.571170 7.894043 9.091336 7.398501 12.503484 10.886849 10.131600 10.375928 10.554977 10.586505 11.184963 3.286112 10.489050 6.644965 12.691256 9.170563 9.743111 9.991678 9.355505 12.837569 6.830430 8.792142 4.413865 11.076187 10.565678 11.274163 12.733806 11.168753 9.022073 9.902455 10.181377 10.690797 7.015038 9.784479 9.616695 2.990646 5.485420 NA 10.932635 12.090663 9.635166 5.039016 8.744327 8.226451 10.110067 TCGA-BP-4162 65 0 NA 3074 kidney stage i t1b n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 50.57.0 1 4 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.5388858 10.8576780 9.5924871 10.1547162 11.0591154 8.0527539 6.6457895 10.4649834 8.9364669 7.5731442 5.1238358 -0.1614919 9.6964157 8.7750726 0.4234168 6.7513245 9.0183437 0.4234168 9.9670736 8.9741441 4.0863592 11.5312463 13.8167877 11.1893740 9.4355561 15.8342019 8.5680557 10.0027132 4.9677174 9.3432537 6.9521775 5.5249350 1.4234168 9.2699324 9.8514224 8.9482653 9.5999859 8.3161928 7.7026208 9.2510047 7.2520627 12.5569676 10.6999094 -0.1614919 11.6171279 10.9153906 7.2047570 NA 2.6457939 12.1541504 7.5457939 10.1704713 7.2520627 7.8635743 11.2494160 9.6336628 13.1246604 2.7453234 8.7026208 -1.1616533 NA 10.7487027 5.8608014 8.3501874 9.5569675 10.4285539 8.2350396 9.2636507 9.3402718 12.1243007 9.3707907 9.5933222 13.0308817 3.9258950 11.6079751 11.0735515 9.7490775 7.6230694 10.0738506 NA 1.6457939 2.8384274 NA 7.7087997 13.8515829 8.5983228 12.9797436 7.4568201 8.9325124 3.2978664 6.1959873 10.7068715 10.8380825 9.3121405 12.2036786 9.5187942 9.0503229 10.5419058 4.4233966 1.8384274 0.8384274 -1.1616533 10.2855179 13.4796963 8.3833993 10.1462047 9.9625561 7.6099241 10.8135662 8.3302877 8.9714999 8.5999861 8.9469592 5.2478250 10.4427795 9.6263373 9.3262749 11.4219877 12.1409309 11.1203648 8.9599683 8.3766043 2.7530054 11.1603628 9.0020845 10.9544537 10.5205515 11.3642002 NA 7.8496622 11.0527539 9.4667892 8.4786616 12.0890293 9.0624364 11.7332525 4.6457881 10.4276177 11.1107729 9.8242767 7.5212188 4.5108607 7.4604862 10.6465945 -1.1616533 9.3541345 7.6360960 7.6490061 12.3456100 9.6964157 8.6807850 10.3337901 10.0325760 9.3727375 10.5261822 8.7897195 10.3688411 8.8704806 -0.1614919 11.3270281 5.1422174 1.1603394 8.1671095 3.5933179 10.9028407 7.0624369 9.4277955 5.8655675 5.5663555 -1.1616533 0.4234168 10.7724941 10.1410737 11.0344220 10.9856397 9.2531199 9.5647381 6.2874187 11.7770955 10.6401431 11.4118452 9.1915816 9.8766678 11.4501512 -1.1616533 8.1915814 0.4234168 -0.1614919 9.8766678 8.9508743 8.6933033 9.0993544 9.3302879 12.7949924 14.8665566 -0.1614919 11.2914481 12.3101100 9.6878398 -0.1614919 3.9258950 NA -1.1616533 7.8071018 14.0447623 9.7654719 8.7528198 11.5891417 NA 8.8157147 9.4630018 9.1063918 9.7415634 7.4044885 11.3459817 10.1290296 11.3129012 9.5163658 7.6649834 10.3506814 9.0146078 4.2978664 7.9784462 9.8773538 -0.0123980 0.4653600 -0.0244730 0.9998700 0.4966600 -0.0280810 -0.0107840 0.0235660 0.0329860 0.1166800 0.1166800 0.1166800 0.1284500 0.0209030 0.0209030 -0.0123980 0.4653600 -0.5449200 -0.5449200 -0.0193140 -0.0193140 -0.0268510 0.4857800 -0.0250720 -0.0250720 -0.0189020 -0.0096440 -0.0096440 -0.0107840 -0.0084385 -0.0084385 -0.0216470 -0.0216470 0.0000000 0.5348500 -0.0058140 0.0329860 0.1166800 0.000 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.465 0.465 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.497 0.497 0.000 0.000 0.000 0.000 0.117 0.117 0.000 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.000 0.535 0.535 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.465 0.465 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.497 0.497 0.000 0.000 0.000 0.000 0.117 0.117 5.510861 11.918253 9.344246 12.394941 10.568055 NA 2.008343 9.502882 10.632038 3.538873 9.018344 6.169352 9.420577 13.651514 7.866341 8.674485 6.247825 8.100529 8.882829 8.540607 10.852106 9.914582 8.299914 8.304001 10.064847 11.049715 7.912576 4.362000 12.236911 8.342260 11.617280 3.297866 6.423397 6.423397 8.864958 11.053057 10.4035368 10.3287843 7.4568201 -0.1614919 10.0257868 8.7676932 5.8384350 10.9521769 5.3462300 9.6024769 10.0798221 5.1422174 7.0381069 10.3242640 7.0331917 13.2063955 9.7933580 10.5170349 13.8274300 12.3425089 8.1849487 8.8128492 9.8299566 7.3698163 9.1284535 8.9325124 6.8214283 5.6964168 13.1659172 7.4233975 9.6940819 3.4234034 2.4233899 10.4434511 9.5371394 14.6251638 9.7831467 13.0308817 9.4540644 8.1330554 6.3779809 8.9495705 11.4881400 16.1528764 12.2036786 11.3766237 13.7777385 11.0798221 2.2978664 11.1780064 10.8701360 10.9068771 9.2947891 9.3262749 8.2937618 9.8412498 12.8305765 11.6482029 11.4944126 1.1603394 6.0478873 6.4966461 13.3514054 11.0500189 13.0198976 6.4457648 0.8384274 NA 11.1687914 12.8224081 11.4125481 7.4494599 10.8380825 11.0961172 12.8107864 11.1344906 9.9580244 8.1581067 10.5962414 11.8550690 5.9045250 10.3227541 14.9517050 6.4894867 7.1284532 12.9134734 8.7824148 11.5386577 10.7172520 3.4234034 14.1598344 7.0173986 6.8042188 8.9890959 10.0845815 9.0911003 10.6534176 8.7868018 8.9779862 7.3814668 12.0860656 10.3556120 9.8313731 10.1849485 10.7377917 10.4322927 11.4219877 4.1238400 10.2280661 8.3600350 12.3762926 9.1871630 7.6165121 9.9625561 9.4031940 12.5898742 4.8608039 8.9311920 4.5933239 11.0527539 10.3397744 11.2318252 12.3456100 10.9139139 9.3619966 10.3688411 10.4494595 10.6483997 5.7809505 9.4308918 9.1959868 -0.1614919 6.9258974 -0.1614919 12.4820655 11.7931309 10.0139843 5.0083614 8.8157147 8.1981842 10.0448386 TCGA-BP-4163 60 0 NA 2839 kidney stage iii t3a n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 50.57.0 2 2 2 NA 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 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10.64338029 11.02653437 9.23514903 16.07986996 8.23008722 9.73064709 4.75022595 9.70988853 7.24270920 5.36320262 1.66275239 9.35973221 9.53011543 9.20965903 9.45284167 8.37929822 8.22754904 8.50616236 6.95431963 13.32795250 10.26081712 NA 11.23514909 11.28274918 7.14926445 NA 5.87221807 11.55226860 7.85258943 9.74047058 8.31620685 9.12492595 10.88596194 9.40535487 10.10797262 2.88516434 8.48506973 3.07780698 NA 10.28786460 6.95431963 8.56765002 9.29575975 10.39578003 8.56965514 9.37929843 9.04358648 12.45983980 9.41987677 10.08272481 13.75166328 4.91069429 11.35353965 11.02835808 10.26081712 7.29697034 10.16061645 NA 2.07778989 2.53722151 NA 7.88837370 14.59026486 6.11122541 12.29181764 8.83935340 9.22627876 4.47012033 6.80572324 10.64955484 11.60356765 9.63622293 11.55388762 8.69618756 8.66276449 10.57665138 5.75022863 1.07778989 2.77825064 NA 9.87951050 14.34791494 9.97186195 10.01444010 9.66276467 7.91700621 10.14389132 7.44848968 8.78276041 8.71804716 9.37012373 5.53723393 9.89252885 9.40983874 9.58658725 11.90950525 13.20482920 10.75464077 10.86896504 8.56363140 3.64400622 11.54922336 9.06079562 10.33105868 9.31142183 9.70533604 -0.92221011 8.53312918 11.13037023 9.35819008 8.97970985 11.38272382 8.06364423 11.40563547 10.23893407 9.47440684 11.88233656 10.27132751 8.13555026 4.69251089 6.72885382 10.64290424 NA 10.76255080 8.18632673 7.79547865 13.05561870 10.12969078 9.70168368 10.38272377 11.16360653 9.15194352 10.80058836 8.71442687 10.15060473 8.75022763 1.88514481 10.74180495 5.84598675 2.66277517 7.41765255 3.98468960 10.87303009 6.73601355 9.89755008 5.47748629 5.00854067 NA NA 11.34488141 10.33224035 11.15495168 10.93656028 8.52074556 8.93704184 6.62036940 10.87586889 10.67957290 11.34809750 9.41430871 9.63813503 11.70168364 -0.92221011 8.99069142 -0.92221011 0.07778989 9.90355592 8.87384180 8.35625167 8.78343439 9.37815481 12.98431700 13.44446588 NA 10.73512061 13.79317434 10.59645534 -0.92221011 6.30662134 0.07778989 NA 7.57764786 14.31948744 9.67585474 8.95891603 11.55707718 -0.92221011 8.34692897 9.42126559 9.25272787 9.52695085 7.73933103 12.24584742 9.47761419 10.96006306 9.92350384 8.48081403 10.95355153 9.11260110 4.88076877 7.40948089 10.18371068 0.00064508 0.00485790 0.50047000 1.04260000 0.00000000 -0.00263220 0.00000000 0.00194180 -0.01174900 0.00938280 0.01447000 0.01447000 0.01447000 0.00541390 0.00064508 0.00064508 0.00485790 -0.53205000 -0.53205000 -0.53205000 0.50047000 -0.00553750 -0.01230000 -0.00489800 -0.00489800 -0.00560150 0.00374650 0.00374650 0.00000000 -0.00022506 0.00889200 -0.00193990 -0.00193990 -0.52716000 0.50811000 -0.00632100 -0.01174900 0.00938280 0.000 0.000 0.000 0.000 0.489 0.489 0.000 -0.527 0.000 0.508 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.032 0.500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.489 0.489 0.000 -0.527 0.000 0.508 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.032 0.500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.84929187 11.59522549 9.57864403 13.55150791 9.73243813 0.07778989 1.39971798 10.04502844 11.07797823 2.88516434 9.65428641 3.39973165 8.52901311 13.38997606 7.33046787 8.80231602 5.16526479 6.75022729 8.07498167 8.67957299 11.83394144 9.87870205 3.66276378 8.34458886 9.97942334 10.01517598 7.08902986 10.81800450 11.51919016 8.81251170 12.14834410 2.24771489 6.67771541 6.57764786 5.05508283 10.51347239 10.06577666 10.58510132 7.77128939 NA 10.83101891 8.85423508 4.91069429 11.19576983 4.80572066 10.31918956 9.88112605 6.57764786 6.42652978 9.86325459 6.61696046 13.31777354 9.23262023 10.24019350 13.02049991 12.99301585 7.69618791 9.63335001 10.67817968 9.22627876 9.43205159 8.94353547 5.85916203 6.40871865 13.16708710 7.96654525 10.13104924 5.10017032 2.66277517 10.27992601 9.49670880 12.59866633 9.55657177 13.75166328 9.57565401 8.61502043 5.12438190 12.22341591 11.31680392 16.33875843 11.55388762 12.05096138 13.35683229 11.43535414 0.66275239 10.59940260 10.99815502 9.93267052 9.06790622 9.58658725 7.80231602 10.02470849 12.52914206 10.81039362 11.54412595 4.50406736 4.91069429 4.50406736 13.85161103 11.14018565 12.68698090 7.31142228 0.07778989 NA 10.97980036 12.79922181 11.53106506 7.13849811 11.13037023 10.8103936 13.1903231 10.9612091 9.1465804 6.1863262 11.5855968 11.4682399 6.3724228 10.0593695 12.1422805 6.2676276 6.7712887 12.3205237 8.9106922 12.0127830 9.8591619 1.8851448 13.9275982 6.1872669 5.9846919 8.8728352 9.7252606 9.1398483 9.6505023 7.6208342 8.7954787 6.7144269 11.6072327 10.3539265 10.5590970 10.4457629 10.0268994 10.6091836 11.6302311 1.8851448 10.0607958 6.7643024 12.7630601 9.2452204 7.3632044 9.6627647 9.4414113 12.8350880 5.2070846 8.7886087 4.7216570 11.1303702 10.3798698 11.6455206 13.0556187 10.5372337 8.5454078 10.1506047 10.8108175 10.6122461 6.4786823 9.7171429 10.0026146 3.3257318 1.0777899 0.6627524 10.7868859 10.8338079 9.4506671 3.2477301 8.3469290 7.7071589 10.3550895 TCGA-BP-4164 51 1 992 NA kidney stage iii t3a nx m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 50.57.0 1 4 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.5145859 4.2466969 11.7804349 10.6954819 10.9467292 8.7976706 16.6921613 8.3711228 10.9593256 5.0172137 9.1393743 7.8837485 4.2036319 2.1931094 9.8760541 10.0537948 8.4698473 9.6570865 8.0449312 7.9405943 8.7665650 7.1307785 12.7676050 10.8747677 NA 11.5710104 11.2387094 7.4118999 NA 0.1592417 11.6699988 7.9857833 9.0265135 9.8777676 5.7885918 11.7250508 10.1464987 12.4205569 1.9665781 8.6749344 NA NA 10.4277767 3.8596714 7.9040686 9.8466104 10.9889574 8.9873712 8.4811629 8.9826018 11.7675449 8.8316600 9.9609430 13.1437421 0.7441611 10.9001369 11.2526522 10.1242974 8.4213294 9.9722142 -0.8408875 3.9141244 3.2466969 NA 7.5770874 14.0048717 8.2413836 12.3642642 7.8210131 9.3976393 2.7442042 7.8138710 11.1588824 10.9885610 9.7041992 11.4617194 8.4561507 8.6847556 10.8461728 5.7138223 3.0661236 1.7442042 -0.8408875 9.0585917 13.7031123 10.0578361 9.8897047 8.9889573 7.2253241 10.3077113 8.2036289 9.2110010 8.8956365 10.0464553 10.2090833 10.5361848 9.9738172 8.7849436 11.4624446 12.2890007 11.0411134 8.3564515 8.7284447 2.6676651 11.5233693 8.9141223 11.0529154 9.5331874 10.9885610 NA 7.4630150 10.3856468 12.7317999 9.3195222 11.6771501 9.2077216 11.3750710 8.7739446 9.9132871 10.9897498 9.8492326 7.2929934 4.0661236 5.1816035 10.5542332 0.1592417 10.5337308 7.8665940 7.2036289 13.0511133 9.4675738 8.9274189 9.7176553 10.7333551 9.4538554 10.8833221 9.1885218 10.1286212 8.5057484 NA 10.8926737 5.7138223 1.7442042 6.8245706 3.2466969 10.5849751 4.9921249 8.7022666 6.9887676 4.1592336 -0.8408875 -0.8408875 10.7762429 10.2814155 11.4604450 10.8781956 8.3316622 9.1379451 6.1149417 10.2859391 10.8596744 11.8650830 8.3064395 10.4675737 11.3723389 1.1592417 7.9274189 -0.8408875 NA 9.7812864 9.6827966 8.9323739 8.6125055 9.1046784 12.4748088 13.7043801 1.1592417 10.1940336 12.0546206 10.0766068 NA 2.7442042 NA 1.4811439 7.0234206 14.3262607 9.9199547 8.0691275 10.7286156 NA 8.5364450 9.1969053 9.6410340 9.2320371 6.8239302 11.3194213 9.6011414 10.5875948 9.7526258 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3.2466969 11.9153740 8.4095331 13.0205155 10.4242636 -0.8408875 3.6186615 9.6052841 10.5173363 1.7442042 9.5266495 6.9601340 9.1704619 11.9141222 5.6510890 7.0418781 6.5601142 7.1250187 6.9207863 8.3784032 10.5638441 10.4166225 5.6983935 8.2807680 10.8324465 10.8601078 6.1250187 1.1592417 11.5865475 7.0047250 11.8075518 2.6186615 6.4260215 7.2987857 8.6847556 10.9099417 9.9503975 10.6640536 8.1788252 -0.8408875 10.5912545 8.3952488 3.3291667 10.8281197 4.7739436 9.4709830 10.0464553 6.2572671 4.4446339 10.5206302 5.4990837 13.4997802 9.8501057 10.3441100 13.7034143 13.3226485 7.1250187 7.9405943 9.3366543 6.5429390 9.9802114 8.9157910 4.9921249 4.8871548 13.6885432 8.1871407 9.3856470 3.9665874 0.1592417 9.7812864 8.5429390 13.0066836 10.3102512 13.1437421 9.2936611 8.0540524 9.2726643 8.3441099 10.8769111 16.3566146 11.4617194 11.4248497 13.4783422 10.5770872 NA 11.7432576 9.9889574 11.0392007 9.1899019 8.7849436 9.3089817 10.1061410 12.8969045 9.8837485 11.7542566 2.1592417 6.2360506 6.9405943 14.0346620 11.1166995 12.9766181 6.3490591 1.4811439 NA 10.6886652 12.4120479 11.3988272 7.4675738 10.4230907 11.0991811 12.9702079 11.7621655 9.9132871 5.4990837 11.4678581 11.6991204 4.5167842 9.7544922 15.0545307 6.5429390 7.2885173 12.4239587 9.6719751 11.8316600 10.5765597 1.4811439 14.9861803 7.1910602 5.9665897 9.7022278 9.0172157 8.4923900 10.6881770 9.0661253 9.8837230 5.5515529 12.5380714 10.3826331 10.0840471 10.3354078 9.7554244 10.4195662 11.1130673 1.7442042 9.7224310 5.5167874 12.8979708 8.8457353 8.0047250 8.9889573 9.2208083 12.6091571 3.6186615 8.6042496 2.8596714 10.3856468 10.6293851 11.1613464 13.0511133 11.6964531 8.8084909 10.1286212 10.3146854 10.7922708 5.3490609 9.7441971 9.2975065 0.7441611 6.7061285 5.0661236 10.3607460 12.3763972 9.7849435 3.9665874 8.5364450 7.6550899 10.7817441 TCGA-BP-4165 64 0 NA 3037 kidney stage i t1b n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 5 3 2 NA NA 0 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7.938756849 5.616828167 2.587076903 10.477852150 9.730583408 9.327424199 10.090244374 7.766990630 8.562451562 8.305899406 6.541277861 13.541883359 10.924331451 NA 11.300467708 9.804045328 8.422079067 NA 2.809476184 12.029333579 8.711202690 8.736828419 7.663896769 6.890862514 11.412570058 8.477852150 11.962189447 3.645978275 8.583319373 0.587076903 NA 9.698216915 4.860098709 9.126240103 9.616828534 10.274165199 8.097515990 9.034164532 9.992931823 11.190726085 9.957768662 10.608986520 11.071904087 1.002090393 11.009682171 10.154403591 10.171417394 8.636929802 9.757006240 NA 4.211572959 4.002117404 -0.997981639 7.473794216 14.014481363 7.872483432 13.891337452 10.695605710 10.458986446 4.089582893 7.268904997 10.937283768 10.206078462 9.751988180 11.160728376 9.520771879 8.451267170 11.004230510 6.878635845 1.324061705 -0.997981639 -0.997981639 9.042408501 13.862235737 8.937283768 10.454874714 9.101466503 6.667455051 10.250046220 8.726632683 11.229569178 13.051371677 9.680718878 6.564361400 10.497099264 10.585201521 8.007743249 10.682038613 12.561734792 11.528617955 8.757006240 10.195847326 4.193125145 12.406595049 9.065513882 9.404064785 9.263038163 10.441430153 -0.997981639 7.923959696 10.659883718 11.281929505 9.438132719 11.346414614 8.819102285 10.322919269 7.959220695 10.183892141 10.995057074 10.014743311 8.707370867 4.702557814 7.398723173 10.063489865 2.002126407 9.576712212 9.178291868 6.259506011 12.846334075 9.724072280 8.570074654 11.247968504 10.095536274 9.327424199 11.096740780 9.163250647 9.842109717 5.341967962 2.324032894 11.662783181 6.750311719 4.172047407 5.884761521 4.674545394 9.649577200 7.716364036 10.575765938 5.341967962 4.461548204 0.002162421 NA 10.895799432 10.912386700 11.158201814 12.137507366 7.635113712 8.094875765 5.777301349 11.725779663 11.115535306 10.766990298 8.653170394 9.699954981 11.202710825 NA 8.409386269 0.002162421 -0.997981639 9.634205173 7.226120252 8.926931352 8.252417078 10.399258482 12.264213569 14.391380319 1.809455605 11.392556403 12.779990430 10.080269519 1.002090393 3.809476184 -0.997981639 NA 6.428383624 14.219622090 10.083602184 6.695605536 11.773401836 NA 8.299034885 8.609449149 10.238730861 9.700823403 7.250046339 11.175795842 9.390136060 10.670117218 9.563406606 7.583318997 10.654067341 8.925446141 5.151866933 8.991726190 11.138148583 0.00583090 -0.00051885 0.00225340 0.00527490 -0.01642900 -0.00705760 -0.01546600 0.01698500 0.01209700 -0.01986300 -0.01986300 -0.01986300 -0.01986300 0.01377200 0.00583090 0.00583090 0.00013863 0.00471900 -0.69929000 -0.69929000 -0.00830050 0.00458000 0.00527490 0.00249690 0.00123160 -0.00705760 -0.00499280 -0.00499280 -0.01546600 -0.00055444 -0.00055444 -0.02457500 -0.02457500 0.00194180 -0.00166290 0.02076300 0.01209700 -0.01986300 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.4615548 11.5959766 9.4093865 12.5287402 8.9075057 -0.9979816 2.0021264 10.1732955 11.5322568 1.0020904 9.0203188 8.3127314 9.1657683 11.4879480 8.0105471 7.6674543 6.4778521 7.7197954 8.5237192 8.3965812 9.9007201 10.2518248 4.7025578 9.1027809 9.2618620 9.8709412 8.3013265 8.5118938 11.1505953 8.4533299 12.6094028 3.3240473 6.9563146 7.7965348 7.6351137 10.0286422 9.370625078 10.456932096 8.880169704 NA 10.727058834 8.967902913 5.068206460 9.903739828 3.324047299 9.221287193 9.523719154 6.815899435 8.261861740 9.424183509 7.287521239 12.503458336 10.724499358 9.790021308 13.387576712 13.256187720 6.695605536 8.533500276 9.035541711 5.602032195 9.691243112 9.607598297 8.400862363 5.046512887 13.368645841 9.614065640 9.354162090 6.315000982 4.324047299 9.600171240 8.018926769 12.589896225 10.360769956 11.071904087 9.108027269 6.587081405 6.320165127 8.878635538 10.521755006 15.272048934 11.160728376 10.748213064 13.354713940 10.167025679 1.324061705 11.441949591 10.356919037 9.491966704 8.654963551 8.007743249 7.838168961 10.323483113 11.798361144 9.953403483 11.082936253 2.324032894 6.250046339 6.191943566 14.358881528 10.825087814 12.388924256 6.915008122 0.002162421 NA 8.438830102 12.465259876 10.791636083 7.649577379 10.645523973 11.638517 12.174702 10.795722 10.124947 7.024487 10.634660 9.421025 6.201791 9.638743 14.307823 8.296740 8.656755 12.017506 9.173296 11.375800 10.168282 2.809476 14.497537 5.472166 5.411511 9.188295 10.425235 8.424184 10.413100 8.613143 8.893295 3.909005 12.260390 9.210353 8.836590 11.244995 10.654964 8.925446 10.840141 4.287524 9.973662 7.062815 13.025745 7.620504 8.527640 9.101467 8.954438 12.381632 3.956317 9.919491 4.046509 10.659884 11.212790 10.339741 12.846334 11.179850 9.408324 9.842110 11.192252 10.304758 5.674545 10.387981 10.005637 3.587077 7.572543 1.002090 10.151866 12.331389 8.674544 1.324062 8.299035 8.545151 10.367894 TCGA-BP-4166 69 0 NA 13 kidney stage iii t3a n0 m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 3 4 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11.6805549 9.8337895 8.1160767 NA 4.3207518 11.8004406 7.2387859 9.5766062 8.4850766 8.7399797 9.8377369 8.7066670 11.8703142 4.2164161 8.6477063 -0.1054732 NA 9.8703374 8.2298801 9.0069291 9.7571269 10.5105789 7.8602738 8.9859250 10.2113367 11.3060826 9.5651457 9.9375168 12.3999289 2.8013863 10.2503801 10.3923414 10.3081175 7.5809904 10.0972256 NA 2.2164238 2.2164238 -1.1056285 5.7648530 13.9329799 5.0644130 12.5214533 10.3818271 9.4728622 2.9819440 4.4794505 11.3825807 10.4981159 9.6856523 11.8104641 8.3681952 9.0892463 11.0298782 8.0030141 4.5949307 6.0237721 NA 9.2553367 14.3139560 9.0756417 8.4200103 9.9306631 7.6659789 9.8951938 8.4258709 9.3551707 9.0069291 10.0581392 6.8602738 10.2643977 10.4253836 9.1184913 10.8867198 12.7799953 11.0231284 9.1088085 9.7540243 5.3417367 12.1444918 9.3477602 10.2542391 9.2953690 7.1659521 5.2520409 8.7178567 11.4543446 9.6638564 8.5611218 12.1576120 8.6807593 11.2889522 6.9713056 10.0486747 11.6123801 10.4911452 8.2826358 6.0843131 6.8311273 10.6207077 -0.1054732 9.7908219 10.0799844 7.0793653 13.2039659 9.3207543 8.0467742 11.2638142 9.5518080 9.8566625 10.6598999 9.2985667 9.9175508 6.7018443 3.5949307 11.1741001 8.5473345 6.4258705 6.8774829 4.6758498 10.9622600 7.0543612 11.7222113 5.7675648 5.3207554 -1.1056285 1.2164238 10.7138703 10.7938465 11.0451888 10.2980343 8.3477600 8.9402493 5.4003808 12.2429411 10.9783013 11.5208830 8.9196291 10.1112353 10.4676633 NA 7.7953566 -1.1056285 -1.1056285 10.1536442 8.8789080 9.1589320 8.2695288 9.0781249 13.4633363 13.9303626 2.4794634 12.0313205 11.9646105 10.1896845 NA 4.0644173 -1.1056285 NA 7.2432178 14.3755006 7.2825065 7.9739745 12.3960780 NA 7.6659789 8.9531712 10.0493076 9.5064365 7.6291992 11.2998970 9.3953315 11.5048223 10.3472455 9.4671898 10.7030515 8.6872798 4.5700257 7.4773462 10.5059755 -0.0055375 0.2513700 -0.3413600 0.8481000 0.2372100 0.0540910 -0.2890500 0.3318900 0.2664000 0.0280600 0.0280600 0.0280600 0.0280600 0.0097276 -0.0012486 -0.0055375 -0.3576100 -0.3413600 -0.3413600 -0.3413600 -0.3413600 0.2435800 0.2486800 -0.0433310 -0.0433310 0.0197830 -0.0045397 -0.0045397 -0.3505500 -0.0113650 -0.0113650 0.2498100 0.2498100 -0.0087146 0.2742600 -0.2578100 0.2664000 0.0280600 -0.289 -0.289 0.000 0.000 -0.266 -0.266 0.250 0.000 0.000 0.257 0.257 -0.269 -0.269 -0.258 -0.258 0.266 0.266 0.000 0.000 0.262 0.262 0.000 0.282 0.251 0.251 -0.341 -0.341 0.244 0.244 0.259 0.259 0.000 0.000 0.237 0.237 0.000 0.000 0.000 0.000 0.000 0.000 -0.289 -0.289 0.000 0.000 -0.266 -0.266 0.250 0.000 0.000 0.257 0.257 -0.269 -0.269 -0.258 -0.258 0.266 0.266 0.000 0.000 0.262 0.262 0.000 0.282 0.251 0.251 -0.341 -0.341 0.244 0.244 0.259 0.259 0.000 0.000 0.237 0.237 0.000 0.000 0.000 0.000 0.000 0.000 4.2520447 11.6746191 9.6308914 11.7734984 8.9112979 0.8945268 1.4794375 9.6700998 11.1655177 1.4794375 9.3446699 5.8717697 9.4452363 11.9387129 7.5562677 7.2910942 6.8193016 8.7771327 7.2073726 8.6001218 9.1027240 9.1982702 4.2868072 9.0493076 10.1839321 10.9832777 8.7050611 10.2016903 12.0313205 8.8602738 12.1656301 3.4180550 6.4944028 7.5809904 6.3863419 11.1477461 10.4557774 10.5151676 8.1088088 NA 10.0250601 8.8103689 7.0644140 10.1424170 3.8486880 10.3280750 9.2242858 6.3038812 6.8831748 10.1873863 7.9925215 13.6094326 10.4681367 10.7210380 13.1832114 13.5013574 7.4297649 9.4832041 10.4733340 7.2651771 9.8170740 9.2803518 6.6224106 6.9766386 13.3535369 9.6164432 8.7018446 5.7893067 4.3207518 10.7752210 8.9592323 12.9799620 8.4433116 12.3999289 8.7509150 7.7586756 6.3454532 7.5809904 10.6577019 15.1427507 11.8104641 11.6864663 14.8449087 11.0156992 1.4794375 10.0706626 10.1400423 9.6215591 9.2498407 9.1184913 8.1209019 9.7663947 13.0777372 10.3123421 11.7358554 5.6626726 5.2868072 6.8073794 15.0013620 10.9713051 12.0634750 6.4490776 NA -0.1054732 8.9292886 12.9227410 10.6270683 7.7862735 10.9865859 11.4978841 12.7981831 9.7976182 10.3389868 6.5383457 10.7340870 9.3953315 5.7648530 10.2851959 14.2146135 5.9279130 7.2298801 13.1804631 8.5931943 12.1231579 9.8523171 0.4794375 13.3940863 5.6052958 5.8486855 8.8715119 10.5677986 9.5897178 10.0787450 8.9815279 8.7495138 6.1891109 12.2595817 9.2542390 10.0886307 11.0199030 11.1048565 9.8753431 10.8263351 2.9819440 10.1275100 10.0269892 12.2845214 9.6750292 8.1729390 9.9306631 8.8235554 12.5472225 5.9713044 8.6593613 4.0644173 11.4543446 10.7018444 11.0747095 13.2039659 11.4017887 9.0953881 9.9175508 10.8685456 10.6862303 5.0843152 10.1495181 9.4671898 2.4794634 3.2120868 -1.1056285 9.9652813 10.8373485 9.4170711 4.0237699 7.6659789 8.2051022 9.6418433 TCGA-BP-4167 59 0 NA 2718 kidney stage iii t3a nx m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 50.57.0 2 2 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5529163 6.5055385 6.5321736 10.3865097 10.1046195 6.0815122 14.4265106 NA 6.5496615 NA NA 9.7454258 9.7368638 7.7098965 4.1288213 8.0169715 9.7529941 9.1830500 12.4456466 10.2244700 9.8130573 7.1802463 7.7893315 9.1533319 8.1229884 11.9672084 9.7605229 10.8107928 10.4869372 5.5144726 11.9930039 9.1604634 11.0067203 10.1404057 6.6503553 6.6981837 10.4495819 9.2501006 8.4669431 7.4367165 0.1746621 9.2271894 8.2380163 -0.8254657 7.8363995 9.6794403 6.7060028 9.8888670 9.9730932 5.1053596 8.1783925 12.1175024 10.8501374 10.0875107 15.3884471 8.1317232 11.0051366 4.3039049 10.0511384 7.5010506 10.4076418 1.2381143 7.2726531 9.1229887 9.2326130 9.8229790 8.1404055 8.3962083 8.4343647 6.1519014 12.9891037 10.9967938 NA 11.0720887 10.1425321 9.9394930 0.7595820 5.5144726 10.7084378 7.6544019 9.3013259 8.1259063 9.6340530 10.4772603 7.6462966 11.1626492 2.3445445 8.5077768 3.4225425 NA 9.5977373 7.8292572 9.3432934 9.7079511 9.5998374 7.9979884 10.6893354 10.0153993 12.1248128 9.4829604 10.2427279 12.0934846 6.6981837 10.4117238 9.5669388 10.1156690 6.7060028 9.4920340 NA 1.1745982 2.9819805 0.1746621 5.4034416 14.1940818 5.9819759 11.2373422 10.5561643 10.2386905 5.9819759 6.3840740 9.5111280 9.9811710 10.4154127 11.0126435 8.7874899 10.9378338 11.4818222 5.9160873 -0.8254657 3.5669369 -0.8254657 9.5594052 13.8391242 8.5431277 8.5583258 9.4726839 6.8399571 9.4999268 7.9690371 9.7673120 7.3742936 8.2594297 8.6008863 9.7998644 9.1519014 8.1023994 10.7215159 12.6462966 10.8256731 9.6774533 9.8519974 3.2031855 12.3216673 9.4010335 8.9042420 10.0739783 6.2514370 6.5924735 7.2514370 11.3051919 8.5326571 8.3840749 10.9494084 7.5100117 10.3218263 5.3445480 10.0333795 12.0878848 10.6804329 8.5660799 6.2726540 7.6503546 10.1654345 1.7595820 9.9353413 7.7368639 5.9690376 12.7928922 10.8288099 8.9995801 11.4594455 9.4320092 8.9093309 11.3375697 9.8845668 9.4460844 5.6340530 1.7595820 11.4016356 7.9160884 8.4101329 6.8888674 3.6340472 9.5977373 6.1519014 10.2142260 6.6133298 5.4600250 NA 1.1745982 10.2700184 10.3420395 10.5866619 10.7661438 7.7060028 6.1858487 5.4139799 10.5539998 11.2356550 10.5066580 8.7330421 9.3755200 10.7171697 -0.8254657 8.8523410 NA 0.1746621 10.3913672 7.9851930 9.5010510 8.3742936 10.2600939 13.7490375 13.1930824 1.1745982 11.8130573 11.9444593 10.0587919 0.1746621 5.4965486 0.7595820 NA 5.3445480 13.2556887 9.6554116 6.6903207 12.5584607 NA 7.1112598 8.8681083 10.4425785 9.0979489 7.0075117 11.3269063 9.5010510 10.8426199 9.0919936 9.0279309 10.0934846 8.8593702 3.6671201 7.9772026 11.4281734 0.00610900 0.00471900 0.11228000 0.38849000 0.12874000 -0.00116250 -0.00595220 -0.03245000 -0.00415460 -0.02123500 -0.02123500 -0.02123500 -0.02123500 -0.00027724 -0.00027724 -0.00632250 0.00471900 -0.18395000 -0.18395000 -0.40617000 0.11228000 0.00166420 0.03059100 -0.13251000 -0.13251000 -0.00332430 -0.11298000 -0.11298000 -0.13245000 0.12682000 0.12682000 -0.25986000 -0.25986000 -0.13186000 0.12697000 0.00416320 -0.00415460 -0.02123500 0.000 0.000 0.127 0.127 0.127 0.127 -0.260 -0.132 -0.125 0.127 0.127 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.255 0.255 0.256 0.000 0.000 0.000 -0.072 0.112 0.000 0.000 0.000 0.000 -0.133 -0.133 0.129 0.129 0.000 0.000 -0.113 -0.113 0.000 0.000 0.000 0.000 0.127 0.127 0.127 0.127 -0.260 -0.132 -0.125 0.127 0.127 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.255 0.255 0.256 0.000 0.000 0.000 -0.072 0.112 0.000 0.000 0.000 0.000 -0.133 -0.133 0.129 0.129 0.000 0.000 -0.113 -0.113 0.000 0.000 6.007512 10.920716 9.872458 9.686374 8.321826 4.759582 2.174630 9.444917 10.867559 4.981976 9.730169 6.441407 9.323098 15.444479 9.613413 8.975521 6.229903 7.422549 8.727290 6.955981 10.458289 9.946936 6.384074 9.451909 9.228547 10.159040 8.319280 11.213540 11.535194 9.679440 12.665713 3.759582 6.781951 7.785646 6.219016 10.449582 9.937003 10.168975 8.727290 NA 9.992404 8.131723 6.128817 9.212168 3.262087 10.309689 9.239364 6.642226 7.134623 9.529973 7.800330 12.827242 11.472970 9.866365 12.736625 12.506378 5.219014 9.208044 10.377969 10.001964 9.614452 10.174621 7.864620 8.146165 13.100083 8.240711 7.518917 7.007512 3.496552 11.301326 9.480683 13.212426 8.955981 12.093485 8.163306 5.832832 5.602564 10.985595 9.449582 14.422178 11.012643 11.538482 13.394168 10.194907 0.759582 10.958438 9.508895 10.725368 8.670476 8.102399 7.038807 10.305192 12.021483 11.385597 11.192126 4.981976 6.540943 4.460022 14.747882 10.845720 11.578965 6.902542 NA NA 8.644263 12.902436 10.328680 6.713780 10.298743 11.6581853 11.4358348 9.5529163 10.3865097 8.5755007 10.2779092 11.0785032 5.9559800 9.6594442 12.6117453 8.1229884 8.2647339 12.0021527 8.8238777 11.3868137 9.7311274 2.9819805 12.4167535 8.0383122 6.4784024 7.5797632 10.5539998 8.0934846 9.7595840 7.4507461 8.5032963 8.1432883 11.3048702 8.9592563 7.7444773 11.5357427 11.1650800 9.4472513 9.5615616 3.1746141 10.6634658 9.2149111 12.2474340 7.8112462 6.2935618 9.4726839 9.4810476 12.8391798 6.4600233 8.9261655 6.5583258 11.3051919 10.7272905 10.3865097 12.7928922 10.6996528 9.2326130 9.4460844 11.6201536 10.1739168 6.6092497 10.1823495 9.6350772 -0.8254657 -0.8254657 NA 9.9698494 11.4098698 8.3141726 0.1746621 7.1112598 8.0043441 9.3730665 TCGA-BP-4169 76 1 701 701 kidney stage ii t2 n0 m0 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.7411198 8.2308812 6.4331130 10.7129525 8.9474143 7.9260267 5.9020663 0.5166203 10.2861429 8.8934123 NA 6.6459192 9.4360950 1.1947175 10.2020852 11.6809141 7.0180744 12.3486134 14.2460227 11.1364888 10.9403819 15.7767466 8.5030466 8.3758596 5.7796695 9.6151941 7.2198471 7.3162408 1.8973566 7.7721364 9.5205582 9.3992788 9.7744949 9.1459922 7.7260887 8.0910402 7.6520885 13.2934799 11.0132897 NA 11.8079215 10.4251514 9.2728584 0.1947175 4.4235244 10.2937265 8.1819717 10.1830372 8.8750671 7.4497363 11.7078183 9.8838320 9.6723444 4.3646355 8.9801601 -0.2202780 -0.8054086 10.2087281 8.0925531 8.7483368 9.9822020 9.7454543 8.7880987 9.3117013 9.2741922 11.5777381 9.5615761 9.9919638 11.8912405 5.5870259 11.5579197 11.2863082 9.7314404 7.2715228 10.7145895 NA 2.3646285 2.7182630 -0.8054086 7.4661703 13.6487497 5.5610297 10.4893283 9.0819281 9.4515060 4.3239897 6.3646320 11.1421618 11.0176766 9.5913123 12.1274722 10.0857318 8.9132404 10.6154573 7.7550404 4.1947096 8.4777959 -1.8054086 9.6985333 14.0791404 8.3201209 9.5445416 10.1023494 7.3469923 10.7251139 7.6805368 9.7287770 8.2940555 8.6653665 7.3084501 10.7856150 9.2377348 9.2781869 11.7435294 12.4052267 10.7367721 9.6815426 8.8830015 3.2830180 11.0070855 9.5434358 9.7241381 9.9179419 9.6035679 1.1947175 8.2567536 11.6121645 11.1446145 7.8537225 11.2066336 9.3764810 11.5416368 7.8529190 10.3949932 11.7191268 10.0978362 8.4348071 4.7025024 7.1947076 10.9089531 -1.8054086 10.7502554 10.3431842 7.8020381 12.8456471 9.6602739 8.2675100 11.0341082 10.2894450 9.7716643 10.7161828 9.2587766 10.5486814 8.1372222 2.8385686 11.5677086 5.4426350 3.3646285 4.9361762 4.0773541 10.3860752 7.3110517 10.4934375 7.1014179 5.9760680 0.7796379 1.3646285 11.1060995 10.3690091 10.9281467 11.6290752 7.8349526 9.2169505 6.0077830 11.9363852 10.6319394 11.6810398 8.9302637 9.7406374 11.6207102 0.1947175 8.2226133 -0.2202780 NA 10.1079709 9.0212560 8.8627062 9.2634859 9.5500586 14.4606156 14.8503221 1.3646285 11.4269785 11.9545957 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4.7796695 10.8544805 10.1687636 10.5582948 9.3826781 9.2781869 8.4858784 10.5075905 12.9057830 11.4584169 11.5173385 4.3646355 6.3992788 5.7721364 14.5879282 10.5899739 12.7913050 6.4939163 4.0020634 0.5166203 11.7248700 12.9366485 11.6595404 7.6985331 11.5750333 11.746055 12.795143 11.219155 10.245236 7.760762 10.820188 11.908201 7.672466 10.333619 14.224251 7.593451 8.232254 13.161550 8.777790 11.857932 10.962685 1.895147 13.607344 7.491922 6.764564 8.047034 10.528422 9.345724 10.634279 8.824793 8.940348 10.082690 12.121745 11.116363 10.130241 10.401722 10.474898 10.493343 11.688188 3.552254 10.714344 8.506456 12.804202 9.667906 7.318829 10.102349 9.435409 12.792120 7.618874 9.078878 5.895147 11.612165 10.787632 11.037451 12.845647 10.532887 10.063916 10.548681 10.859599 10.812650 6.489328 9.851579 9.702998 4.637651 5.802038 3.364628 12.215167 11.139017 9.925602 5.002063 8.934488 8.477796 9.959579 TCGA-BP-4170 72 1 2343 NA kidney stage i t1b n0 m0 19-3-2015 female 2003 NA NA NA 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NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 2 3 2 2 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.288 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.270 0.270 0.000 0.000 0.000 0.000 0.000 0.000 7.650523 11.238891 8.884924 11.693676 9.827253 NA 2.758900 9.526386 10.495033 4.034533 9.026671 4.832900 9.177195 14.252622 9.194843 10.277500 6.459338 7.468073 10.613603 8.255805 10.792321 10.516596 9.471697 8.769537 9.771302 10.204022 8.853046 4.510968 11.550747 9.254964 12.105631 4.292333 6.763636 7.479638 7.186928 10.457512 10.323950 10.435412 8.279155 -1.488836 10.651801 8.698323 6.645398 10.849707 6.245680 10.227790 9.845803 6.252438 6.754145 10.159778 7.249063 13.179634 10.198347 10.330751 13.572342 12.697472 8.499656 9.814181 10.080827 9.522897 9.583773 10.016783 8.496813 6.739790 13.137022 7.763637 8.603728 6.057866 2.318317 10.261678 9.849150 14.375641 10.071781 12.492181 9.241441 8.361158 6.482916 11.128897 11.675407 15.642456 11.535364 12.170521 13.256540 11.144193 1.832890 11.481077 10.424234 11.442447 9.330352 9.150312 7.898988 10.112278 12.839436 13.011066 11.745488 5.832900 7.099685 5.700795 13.857372 11.400665 12.691813 6.749376 -1.488836 -1.488836 10.839085 12.865358 11.641522 6.837401 10.430579 11.572342 12.311568 11.395141 10.338711 9.619495 10.544394 13.054788 6.405788 10.851934 13.032887 6.065559 7.690880 12.579204 8.971427 11.793480 10.638643 2.318317 13.406878 8.055568 8.090287 8.382491 10.344256 9.046246 9.717375 7.827818 8.953914 8.107161 11.883972 10.228219 9.705112 10.587118 10.503555 9.951321 10.773066 6.176307 11.151216 7.789420 12.884026 9.224357 8.420864 10.100622 10.003295 12.686754 6.453485 8.457877 5.356461 10.970659 10.624713 11.098045 12.502936 10.634122 9.535418 10.566253 10.756821 10.423898 7.468073 10.008823 9.705728 4.700795 4.533339 3.970403 12.329753 12.021396 9.364280 4.238894 9.229504 7.832899 10.357637 TCGA-BP-4174 49 0 NA 1879 kidney stage ii t2 n0 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 3 3 3 2 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11.4884655 10.9225224 8.2493221 NA 2.3087686 12.0540178 7.0138195 9.0791522 9.9246997 10.4246743 10.3499664 8.6231579 11.8571087 1.7238206 9.0195702 NA NA 10.5471684 5.0636496 8.2917573 9.2035815 10.9900020 8.7053684 9.3504228 9.5182170 12.0711650 8.8949778 9.5794483 14.1279448 -1.2761357 10.7669959 10.3218536 9.9729146 8.3329800 10.0264400 NA 2.3087686 1.0457225 NA 6.1995349 14.4453543 9.0172728 13.8880403 9.4302972 9.2831782 3.5817851 5.5439814 10.4019611 10.5331673 10.1241469 11.6804005 7.5375826 10.3213882 10.8811481 2.4242503 4.0813567 4.0092038 1.0457225 9.6404270 13.7530021 9.5084360 10.1934429 9.1924252 8.4568164 9.5692911 8.4686350 8.8050183 6.3676576 9.0400825 6.0725303 9.9985346 10.2434374 8.9870704 11.2656238 12.8807532 11.6205120 9.8601515 9.4987529 2.1419886 11.7966037 9.2590766 11.5633986 9.3302063 11.4463953 -1.2761357 7.1667446 10.7979426 6.9406930 7.5338265 11.9470487 7.8556584 11.6396805 9.8211749 9.4225057 11.4233736 10.3026455 7.6601450 5.0092038 5.8006178 10.3904690 NA 10.7817929 7.0184216 6.9429695 13.0528967 9.5002342 8.1437613 10.7262646 10.0406484 8.8924733 10.6883658 8.9502132 9.4736706 8.6560158 -0.2761357 9.9496111 6.3604257 0.7237770 8.9136258 3.7681949 11.3986554 4.6064422 9.5801332 6.0636518 5.8633537 NA NA 10.3935720 10.5852758 11.2817434 10.5435810 10.3283544 9.1458659 5.2196564 10.4648467 10.5311561 11.0454474 9.2571309 9.9645924 11.1220104 NA 8.2648976 NA 0.7237770 9.7905631 8.7654602 9.8899642 9.0400825 8.9429695 13.4929675 12.4007499 4.6545387 11.2542075 12.7162970 9.4172882 NA 8.3891903 NA -1.2761357 8.0115135 14.9737479 8.8633525 8.1811821 11.1445509 NA 7.2315956 9.5995889 10.1193353 9.4251076 6.8937262 11.2779103 9.0912159 11.9126990 9.6845272 7.1995349 9.9981793 8.8530840 2.9913359 6.5817821 10.2803072 1.1551e+00 5.5850e-01 -8.7146e-03 1.1705e+00 5.7648e-01 5.8363e-01 -1.8976e-02 0.0000e+00 -2.9619e-05 1.5173e-01 1.7966e-01 1.8557e-01 1.4776e-01 -3.7395e-03 -3.7395e-03 1.1551e+00 5.5850e-01 -6.6059e-01 -6.6059e-01 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7.792579 11.627480 5.952620 6.255183 6.531155 6.239501 11.956672 9.708220 10.705725 7.983544 NA 10.058074 8.942970 5.518217 10.053037 4.606442 9.908676 9.385579 6.485353 5.853085 11.117460 5.990587 13.611212 11.026154 10.337591 12.911926 12.220530 8.065876 7.971729 9.924087 7.183232 9.120406 9.236542 6.360426 2.811266 12.908212 7.572424 9.126813 2.424250 2.531144 10.899663 8.412052 13.365119 8.769561 14.127945 8.902466 8.135312 6.732006 11.332056 11.980305 16.853436 11.680401 11.073635 14.240209 10.805617 0.723777 11.392243 11.523690 11.883672 9.144814 8.987070 8.085745 10.404161 13.058493 10.915786 12.033985 1.308769 4.990587 4.215655 13.759614 12.812258 12.594647 5.821833 -1.276136 -1.276136 10.414672 13.418322 11.427268 6.642664 10.754468 10.8099374 12.5802267 10.7709251 9.6056799 6.4103021 10.6117833 10.9179424 4.7010832 9.8779864 14.8698178 7.4449006 4.9905873 12.3472071 8.9729146 11.5012619 9.2395009 1.0457225 14.7238672 7.5150288 5.7124857 8.8806552 9.1437613 8.8006168 9.8297096 6.6186190 8.9441794 7.8165581 12.8234777 10.6087348 9.7252093 10.3389710 9.8336317 9.5817821 10.6677810 4.6064422 10.0890300 4.0457313 12.1690682 9.5051609 7.1832324 9.1924252 8.8231621 12.6392137 3.2473655 8.6155848 1.8937117 10.7979426 10.2983946 11.0966662 13.0528967 11.2946056 8.1053439 9.4736706 10.1516378 10.5989016 5.2629593 9.5957064 8.7572240 2.5311444 5.9999256 NA 9.6049151 10.6585351 8.8899642 0.3087104 7.2315956 8.8974782 9.7025116 TCGA-BP-4176 64 0 NA 1955 kidney stage i t1b nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5618294 9.7059024 7.0061319 3.3859832 9.5068413 9.4679313 10.3427590 12.0378285 10.6887454 9.5198352 5.8010163 11.0236778 10.0802406 6.7552134 12.1276961 9.6527661 10.2169934 11.1236963 4.7185534 11.8642623 10.5651514 9.7953704 10.4548572 8.0083026 7.4983706 10.1128712 9.9677158 8.0552580 6.7706428 0.6310577 9.3607128 7.8931868 3.5379794 7.8813905 9.1663675 2.3315333 9.1712201 11.3861882 4.0573550 11.9429396 14.5599342 11.2129987 9.6374181 15.2135574 8.3280596 10.6307397 4.8790195 8.5662569 7.9325880 8.3538997 1.2160513 8.4671425 9.3349957 9.2767504 8.9083794 9.8730751 8.0802409 9.4496742 6.6083716 12.8103013 11.4781493 NA 11.5066494 11.1048764 8.5379825 -1.3688491 9.3219630 11.4151133 7.2235490 10.8417633 10.4508719 9.5714057 10.7162325 9.1634479 11.1727428 2.7185479 9.5251518 NA NA 10.1199363 5.5379825 8.2640874 9.1712201 10.7767058 8.7461357 9.7871752 8.9687140 12.5188238 9.2009476 9.3349957 13.0326382 3.7185589 10.7828760 10.7099100 10.1189320 7.0234095 9.6775340 NA 2.8790195 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11.5636759 9.1692809 9.8490497 10.7849606 NA 8.4623992 0.6310577 NA 9.5106752 10.1976218 9.2776508 8.9798201 8.9222627 13.9290471 13.0284992 1.4384526 11.3974138 13.3874398 9.8706905 1.6311043 5.3167504 0.9530044 3.2749474 7.7782966 14.5570868 8.6754861 8.7038946 11.5313928 -1.3688491 7.9642473 9.4580138 9.5669938 8.9541469 7.6282713 11.4273344 9.8405454 11.2993122 10.2254212 9.2216789 10.6778750 8.2085207 4.2761021 7.3703997 9.7105768 0.8722700 0.0116680 0.0509490 0.5123000 0.4546100 0.0455540 -0.0590110 0.4369000 -0.0215210 -0.0601520 -0.0601520 -0.0601520 -0.0303050 -0.4082700 -0.4261600 0.8679800 0.0116680 -0.8852700 -0.8852700 -0.8852700 -0.8852700 0.0135020 0.5122700 -0.4606800 -0.4606800 -0.9115600 -0.4579100 -0.4337700 -0.0590110 -0.0103810 -0.0103810 -0.0039692 -0.0011199 -0.4508300 0.0099951 -0.0278190 -0.0215210 -0.0601520 0.000 0.000 0.000 0.000 0.418 0.418 0.000 -0.451 0.000 0.000 0.000 -0.124 0.000 0.000 0.000 0.000 0.000 -0.408 0.825 0.415 0.415 0.370 0.348 0.000 0.000 -0.885 0.000 0.000 0.000 0.522 0.522 -0.461 -0.461 0.423 0.423 -0.902 0.000 -0.425 -0.425 0.000 0.000 0.000 0.000 0.000 0.000 0.418 0.418 0.000 -0.451 0.000 0.000 0.000 -0.124 0.000 0.000 0.000 0.000 0.000 -0.408 0.825 0.415 0.415 0.370 0.348 0.000 0.000 -0.885 0.000 0.000 0.000 0.522 0.522 -0.461 -0.461 0.423 0.423 -0.902 0.000 -0.425 -0.425 0.000 0.000 10.852679 11.218870 8.978713 11.863813 9.750682 3.274947 2.438453 9.120940 10.390564 2.090515 8.924564 2.216051 8.899049 14.114750 8.262269 8.744834 6.352192 6.780839 8.628272 8.036234 11.171462 9.412452 4.697179 8.202845 10.119434 11.139382 7.982031 6.470296 12.274610 7.705234 11.733194 4.739616 7.142844 6.997414 10.133924 11.145313 11.3319651 10.7366732 8.1289439 -0.3688491 10.9325882 8.8085115 4.8599099 10.8745635 4.6971789 10.4777577 9.7409227 6.7185548 6.4319923 10.8990491 8.1047979 13.2999216 10.7988237 10.1580802 13.4613596 12.9162052 7.9048875 9.1169212 9.7428797 10.5213562 9.4456744 9.3280596 6.6254458 5.8790195 13.5349268 8.5394845 9.3859795 3.3859832 2.4384526 11.1796731 9.1497451 14.8467767 9.4663528 13.0326382 9.2749481 8.1683106 6.5434418 11.9935838 10.6108744 15.2233738 11.8389376 11.8971465 14.0685190 10.6693252 1.2160513 10.6019169 9.0169545 11.4763860 9.2758496 9.1673391 8.0147960 10.2717889 13.0156060 11.8376485 11.6795772 4.4639820 4.5852871 6.5618286 14.4839567 11.6360147 12.4772680 7.2458018 -1.3688491 NA 11.5929034 13.3004754 11.7020246 7.6367167 11.1482693 10.968993 12.743857 11.007215 9.540235 7.185681 11.471673 13.077852 5.289303 9.861713 13.101560 6.755213 6.543981 12.503450 8.683660 11.747273 10.264087 1.216051 12.872256 5.098533 5.997414 8.425654 9.881983 8.595433 9.989743 7.324579 9.007217 8.588194 11.299755 10.632148 9.596876 10.351764 10.093083 9.688407 10.640921 3.801014 10.465563 8.723849 12.175814 9.090524 8.254973 9.547718 9.027012 12.856299 7.245802 8.596876 2.331533 11.257485 10.303075 11.259538 12.757555 11.198810 8.880206 9.820917 10.066762 10.746685 7.678216 9.288410 9.002869 3.331533 1.438453 NA 11.237266 10.789392 9.376766 2.537992 7.964247 7.788439 10.140372 TCGA-BP-4177 65 0 NA 1670 kidney stage i t1a nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 1 1 1 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.161568e-07 2.427581e-07 9.65429948 10.29626914 7.05889333 6.08818825 11.99604489 7.77841952 11.85936224 NA NA 4.09541812 9.44520940 5.96726315 10.95439518 8.55353906 11.80595051 9.18457859 9.78862764 6.99459556 6.62148781 10.32808034 7.14853048 7.31574916 12.04892346 1.45154083 6.10261404 NA NA 10.38525403 10.15892255 8.13981378 3.15200490 8.62773669 9.60131043 8.88514878 9.90945721 10.54531106 9.84923807 5.37042587 5.73696469 10.14505034 5.83526724 10.45191559 6.69949056 10.46941573 11.70496769 2.69948500 9.66405985 8.97904043 9.86941587 10.77123549 7.88827506 6.15200287 10.98486387 9.22717356 7.82006980 6.25891836 -0.54835367 9.03087925 7.85030687 1.03653850 5.10977425 8.27652226 -0.54835367 9.11867482 9.43669385 7.90689060 11.07451888 12.98288391 10.35506870 10.39590938 15.93792706 8.54564101 11.21394540 4.15200490 9.03276400 8.06074186 7.30643177 2.38890588 11.88514882 8.39261108 9.09271196 9.45085885 9.42812752 8.23619840 9.15373594 6.86095411 13.35063702 10.78751197 -1.54835367 11.67827662 9.95870887 10.39883506 NA 5.53902539 12.09958382 7.47115412 9.35167536 8.22635053 7.42023058 10.57018008 8.40866559 7.64705830 3.09541812 8.85883113 1.62147756 NA 9.99169147 6.93940291 8.27014533 8.92729679 11.54893714 8.54167590 8.46837152 10.26814709 11.76559284 9.74446017 10.05796858 12.17618381 5.37042587 10.45193671 10.52470077 11.03370539 6.55485128 9.79752292 6.19975674 6.07361461 0.03646817 0.45154083 6.21974742 14.27910456 9.17095231 7.03652641 9.30409299 10.22346551 3.25891083 8.35243015 9.63891553 11.27870754 9.52034170 11.39639435 7.53104843 5.00615438 11.02189345 7.00615213 7.58855424 2.25891083 0.03646817 9.58020222 14.45951044 9.01761742 11.15827523 9.65918783 7.79141363 9.86148460 7.77799300 10.69003081 6.89450737 11.16966806 11.45946666 10.38683153 9.34865248 8.51899771 11.85683781 12.68593176 10.76132392 7.73465205 9.40284814 4.40552953 12.10126866 9.32269860 10.02473716 9.14243437 9.61647037 0.77349003 8.64015237 11.62695696 9.86190343 6.51042081 10.81021461 8.97218199 11.37656139 9.50481045 10.30682124 11.87664813 9.94791785 8.61195174 3.91099163 7.84388086 10.49595753 0.03646817 10.74446017 9.40430454 6.80471056 13.78359992 10.28088975 8.83526755 10.72273454 8.19134402 10.04915044 10.49805645 9.22305275 10.60606509 8.74847968 2.84388337 11.46941573 8.70895109 2.77349003 2.25891083 5.75534428 10.40902820 6.96331574 10.93658509 6.03186052 4.35845253 -0.54835367 NA 10.75191590 10.51327212 11.18097169 10.11867495 8.10261509 8.83628237 6.07639448 11.37730322 11.12928302 11.48464217 8.80471024 10.21809227 11.61913832 2.91100122 7.57826776 NA NA 10.24597927 8.56790741 9.13981378 8.18288245 9.44308527 13.38128412 14.87492554 -1.54835367 12.34505451 11.14896536 10.72419313 -1.54835367 5.28077819 0.77349003 0.03646817 6.42884253 14.55636686 8.57439144 7.56530547 12.03640848 NA 7.10261509 8.82981500 9.43241704 10.00663170 7.32500766 11.53852890 9.54761968 11.75005557 10.14440549 7.31265065 11.00782992 8.31109799 4.78140693 7.69187749 10.08046447 -3.4659e-03 4.1600e-03 1.6610e-03 4.9683e-01 3.0490e-03 -3.7427e-03 -1.7498e-02 4.5802e-01 -2.6354e-03 6.0809e-02 7.4118e-02 7.4118e-02 6.5406e-02 -3.4659e-03 -3.4659e-03 -3.4659e-03 4.1600e-03 6.3839e-03 0.0000e+00 0.0000e+00 0.0000e+00 4.1273e-04 5.0671e-01 -3.2015e-06 -3.2015e-06 -3.7427e-03 -3.0507e-03 -3.0507e-03 -1.4953e-02 -4.5727e-03 -4.5727e-03 -3.2015e-06 -3.2015e-06 1.1061e-03 -9.8137e-03 4.8388e-01 -2.6354e-03 6.0809e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.468 0.000 0.000 0.458 0.458 0.484 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.507 0.507 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.468 0.000 0.000 0.458 0.458 0.484 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.507 0.507 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 12.006272 12.113787 9.587914 11.794194 9.762744 -1.548354 4.990723 9.365949 10.963810 -1.548354 10.011896 9.320386 9.318070 8.750771 5.473930 5.506846 6.990722 8.914066 5.417346 8.385254 11.919551 9.231283 0.773490 8.475318 10.150702 11.400113 8.871524 7.539026 11.619295 10.598768 12.355622 3.206456 7.145051 8.510908 10.895284 10.846562 9.8851488 10.4356258 8.0061521 NA 10.9529030 9.1493996 7.7958591 11.0171415 3.6994961 10.3633299 9.0271026 6.1862727 7.3372597 10.1279613 8.0440203 13.2866762 10.7630279 10.0736151 13.2268650 14.0470248 6.7553443 9.1450502 10.0435531 6.8567044 9.9692328 9.1871194 9.4550812 7.6971163 14.3807755 8.5561623 10.8890554 8.0790975 2.3584525 9.4223882 8.7701062 13.8449538 8.7101293 12.1761838 8.4487428 8.0023104 7.0465227 14.3574674 9.9389010 16.2533096 11.3963944 11.7557721 14.5760684 11.0754449 0.7734900 9.7941936 11.4304526 10.5156324 9.1257557 8.5189977 7.5962218 10.1632304 13.1323075 8.5068459 11.4808489 4.2589184 4.7734900 9.0223678 14.4611821 10.8598931 12.1178983 8.0384033 0.4515408 NA 10.1222196 12.7121889 11.4252554 8.7450349 11.0804645 11.208120 12.781990 9.788628 10.328080 6.232924 11.557308 10.231693 4.843878 9.649394 14.286511 5.835267 9.014760 13.005850 8.573097 11.830265 10.241505 2.773490 14.556960 4.508796 6.131044 7.265761 9.538363 8.964304 10.017617 8.894507 9.137486 7.274931 10.012851 10.223878 9.765580 10.473584 10.030879 11.215398 11.894895 3.539022 9.727106 8.032764 12.994585 8.873628 6.919168 9.659188 8.718736 12.440780 4.206448 7.931344 6.340306 11.626957 10.872050 11.409391 13.783600 11.159138 10.578268 10.606065 10.656746 11.554085 9.202270 9.642623 9.556162 2.036538 4.123989 NA 9.336497 8.728700 9.476703 3.910992 7.102615 8.216435 10.914577 TCGA-BP-4325 64 0 NA 2964 kidney stage i t1b n0 m0 19-3-2015 female 2001 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 3 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5807852 9.8593753 8.5282646 2.0643655 11.8020003 5.3407296 12.0970407 0.1899194 -1.1561769 7.9291175 9.1196513 8.5922014 10.8717238 8.6217453 11.8212284 10.7180281 11.4741435 9.3879355 0.1899194 9.8717237 8.4074535 6.6049372 11.5745036 NA 6.7947616 -0.3949798 -1.3951696 9.8475159 9.9308047 7.4090684 3.3053723 8.6520612 9.5290074 10.7626000 10.8403532 10.3871164 8.0143280 6.9087181 7.4409879 10.3040759 5.5356735 11.3696015 2.4122938 10.4799186 9.8652687 1.4122938 11.1530366 9.8421471 10.1494187 10.6517201 8.0987927 1.9268724 10.7002255 9.0111423 8.0664165 5.5238003 0.6049253 9.6328431 9.0735613 0.9268344 5.9799773 8.9602884 2.6049490 11.1969270 11.6305959 2.5118222 12.0130506 14.9543567 10.9862097 8.4675746 15.9710032 8.4519945 10.4826048 5.0478786 9.4868159 8.2104166 3.6493280 2.5525984 11.0442487 10.4223166 8.8587848 9.5922012 8.8107304 8.1973941 8.8552357 6.5356751 13.6759805 10.7062563 -1.3951696 11.3349827 10.8843882 6.8095083 NA 2.1898878 12.2115738 8.2738222 9.6656331 8.0100788 7.3088405 11.3981341 9.9464560 12.2518750 3.9268629 9.3522911 NA NA 10.8608509 4.3053796 7.7444888 9.6561461 10.6074006 8.6077523 8.7786143 8.6493313 12.1720377 9.1450652 9.8558278 12.1916597 1.1899194 11.0272412 11.1709912 9.7779897 8.8646805 9.7115001 0.1899194 3.1899036 3.6049372 NA 7.9336122 13.3642012 6.0227895 13.1233445 8.7761139 9.2442780 4.1284996 6.8528653 11.4439441 11.1045340 9.6750582 11.2475057 9.1196513 8.4551242 10.5419431 3.3053723 4.5118285 2.0643655 0.6049253 9.8186490 13.4581980 10.1790576 10.1959920 9.1284991 6.1047832 10.8322523 8.0416487 9.1539806 12.3207920 8.4660242 5.3191844 9.8015638 10.9181037 9.2094904 11.6510381 11.9988639 11.5604055 9.7400052 8.8600248 2.4826934 11.5091955 8.3548065 11.0364348 10.5084425 10.0847175 1.7748819 8.4829882 11.2157314 12.7357780 9.9499876 11.8046095 9.2496947 10.9029998 6.8857086 10.4094716 11.4417765 10.3518713 7.8398985 5.8046086 5.4875796 10.5656632 3.6493280 10.4729881 8.0705036 7.4722156 12.8768379 9.9279920 9.2966806 10.0771203 10.5850768 9.6595414 10.5466047 8.8682065 10.1445808 8.2826566 0.9268344 11.1097562 5.2631471 2.0643655 8.1087628 3.3598304 11.2036876 5.7546844 8.9151067 5.4688765 5.3862971 0.9268344 NA 10.6777397 10.1392401 11.3166042 11.5037275 9.2791295 9.9797484 7.0198342 10.9969862 10.8848379 11.5459848 9.3183236 10.1866085 10.5689170 -0.3949798 8.4155090 2.0643655 -1.3951696 10.0301531 8.9745345 9.0248972 8.7277653 9.3862969 13.5220761 14.0115076 -1.3951696 10.2577822 12.1166898 9.8623251 NA 5.0273399 -1.3951696 NA 7.7212811 14.1099734 9.8816432 8.8705521 11.2740437 NA 8.7848462 9.2662433 9.6217455 9.8415494 7.7029692 11.2290472 10.0997928 10.6359492 9.7729824 6.2342944 10.0364348 8.5707213 5.2917177 8.3521737 10.2085636 0.0027076 0.0100780 0.0181760 -0.0019757 0.6772500 -0.0093332 -0.0211640 -0.0134680 -0.0346030 -0.0480540 -0.0480540 -0.0480540 -0.0595210 -0.0112640 0.0027076 0.0027076 -0.0022179 -0.7511100 -0.7511100 -0.7511100 -0.7511100 0.0095212 0.0067373 -0.7448600 -0.7448600 -0.0093332 0.0035406 0.0035406 -0.0211640 -0.0044979 -0.0044979 0.0060420 0.0060420 0.0032629 -0.0103160 0.0379970 -0.0346030 -0.0480540 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.744 0.000 0.000 0.000 -0.751 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.744 0.000 0.000 0.000 -0.751 0.000 0.000 0.000 0.000 0.000 0.000 -0.745 0.673 0.673 0.000 0.000 0.000 0.000 0.000 0.000 2.997256 11.764966 9.614066 13.223552 10.310570 NA 2.852858 9.959187 10.571443 3.189904 9.423519 6.412292 9.476842 12.205779 7.440988 8.495201 7.080670 8.282657 8.719981 8.653424 11.568375 10.385477 6.814390 8.600704 10.469491 10.526034 7.116690 5.047879 11.581143 7.508819 11.927789 1.926872 7.508819 6.881061 9.152796 10.904718 9.5459848 10.3907984 7.9403277 NA 10.0499520 9.2826569 4.3862936 10.8358583 6.4814540 9.7553192 9.9961808 6.7597551 6.7798625 10.4833713 5.9886415 13.2383298 10.3858870 10.4570765 13.0235805 12.9477758 8.0374789 8.8082853 9.7959964 6.5297491 9.3531301 8.8046096 6.5238003 3.7342219 12.9408858 7.9514508 10.6266112 3.5591369 2.9972563 10.4167133 9.1431260 13.2368532 10.3447178 12.1916597 9.7003343 8.2861756 6.7384909 8.2251568 10.8418483 15.7135944 11.2475057 11.7446484 13.0634079 10.5035386 NA 11.6005277 9.2835373 10.6140660 8.9064334 9.2094904 8.8337560 9.8493011 12.7706294 11.3977275 11.6980246 0.9268344 6.8810613 5.9886415 13.4812632 11.5377056 12.7804088 7.8143908 -1.3951696 -0.3949798 11.2899049 12.5260343 11.3573241 7.7186794 11.0525371 11.3178940 12.8939474 11.4741435 9.8717237 7.8552354 11.9677029 10.2011269 5.6493309 9.8781500 14.8884664 5.5356735 6.6764000 12.2184458 8.7406466 11.3846566 10.9810626 1.6049253 13.2317299 7.2946906 6.7342205 9.0679199 9.4944412 8.8433420 10.1372931 9.0753115 9.1097562 6.8949560 12.9949718 10.3084082 9.8955321 10.4852860 10.3714661 9.9799766 10.7644932 3.5118222 10.2866148 2.6924049 12.7187990 8.9635883 7.6976946 9.1284991 9.2553787 12.7108457 3.3598304 9.0582077 4.4875828 11.2157314 10.3952857 11.3846566 12.8768379 11.6066972 9.7698441 10.1445808 10.4837545 11.0700801 6.5058036 9.3879355 9.5605871 1.6049253 6.1866650 0.1899194 10.2178057 12.7754429 9.6541050 4.7342219 8.7848462 7.9109988 10.2564374 TCGA-BP-4326 53 1 1625 1625 kidney stage i t1b n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595268e-06 3.467973e-07 10.9136106 10.5614838 10.2614886 -1.2419527 14.6447138 9.3215372 10.9572187 -0.2417821 2.1559759 4.8456205 10.2293269 7.8429681 11.1638332 8.4979404 12.0645064 9.0562223 10.9293366 9.1749574 4.4585985 10.1402434 7.5130469 7.5525753 12.3572765 -0.2417821 7.6067827 0.3431235 -1.2419527 10.7929588 10.1079939 7.4655191 3.0800948 9.6560052 9.4766927 11.5000481 10.5378792 10.5723417 9.8073277 6.0342840 10.7397271 10.2580057 7.4655191 10.0296228 2.6650516 10.0682044 13.8034502 2.9280860 10.4033679 11.1940904 9.8229025 10.4446603 7.9504527 2.6650516 10.4846036 9.0550761 7.3089069 5.0800863 -0.2417821 9.9602836 8.4758364 -0.2417821 4.6408002 9.5711392 4.3431235 9.8289516 12.4254932 4.6408002 12.4481469 15.4387528 11.1617045 10.6060002 16.0960169 7.7693870 8.7239442 4.9869797 9.4962520 6.8561914 7.2459995 3.1621133 5.5910510 9.5386996 8.8900168 9.6755319 9.9467487 7.9280848 8.6083465 7.3165802 13.6796754 11.9042511 2.3431235 11.6814873 10.7823368 11.2624823 0.3431235 6.1844251 10.1222944 8.2500127 9.5926308 10.3552813 8.8215549 12.0306438 9.9959672 10.8887851 3.9280860 9.2359180 0.7581326 -0.2417821 10.0108253 6.7693870 8.1135109 10.0539287 10.2283103 9.0307896 9.0237749 8.3673387 11.4833173 9.8396433 10.1304807 11.7138097 -1.2419527 11.3933610 11.1038423 9.7167125 8.3984047 10.2992565 1.5654997 3.9676113 3.4020127 -0.2417821 8.0481784 13.8169126 2.4585920 8.3318069 8.8107278 9.5598682 3.2817279 7.5395194 10.9618137 10.8188558 10.2634752 11.7201828 9.0710429 7.7382997 10.6881579 2.0800777 5.3431235 9.5329469 NA 9.4507754 14.3345556 7.8429681 9.5321231 9.7832993 8.2738595 10.3673385 7.8323014 10.4473060 13.2667593 9.6829723 6.9129779 11.3382959 8.7860657 9.2718874 11.3972744 12.8657039 11.6175005 9.4349984 8.8884087 2.7030121 11.0258243 9.5427947 9.7447129 9.2748447 10.4261583 3.0800948 7.3728694 10.8522375 8.4673296 6.8980693 10.8439642 9.2318656 11.6095185 8.6161408 10.0060873 11.7669386 9.9243229 8.1978246 4.1504784 8.6484241 10.9651741 NA 12.5985444 11.2968337 8.0179030 12.9863021 9.1277571 8.7581599 11.1704650 10.7457791 9.7304217 11.0670307 8.7957069 10.0476025 8.0868347 2.0800777 11.9291802 6.0342840 3.3383103 5.1504784 3.6161459 10.4848038 5.7239435 10.9648568 6.8097488 4.1844231 -0.2417821 0.7581326 11.3975005 10.1781200 11.0217225 11.8566854 7.8134420 9.8376446 5.5547822 12.2156690 10.5395195 11.0960604 8.5230314 9.3617861 10.8871208 NA 8.2836806 -1.2419527 -1.2419527 9.7261066 9.5263441 8.6331413 8.7915829 9.7630825 13.8777494 13.3917227 7.4341169 10.7905500 11.2627306 10.0744413 1.3431235 4.8242485 NA -1.2419527 7.8134420 14.8067318 8.6859377 8.6161408 11.6599695 NA 8.6067827 8.5533390 9.9498359 10.6514614 7.8535566 11.3239759 9.3213561 10.7174373 9.9343579 8.5329469 11.9564514 9.1717878 4.8791764 8.4687943 9.8842189 -0.0193140 0.0118180 0.0190960 0.0804560 -0.0275350 0.0182430 -0.0370820 0.0158660 0.0189430 -0.0365380 -0.0365380 -0.0365380 -0.0445440 -0.0193140 -0.0193140 -0.0116110 0.0118180 -0.8609700 -0.8483100 0.0266540 0.0266540 -0.0216470 0.0637250 0.0093098 0.0093098 -0.8687600 0.0000000 0.0000000 -0.0378530 0.0036076 0.0036076 -0.0056492 -0.0056492 -0.0168410 0.0220240 0.0259520 0.0189430 -0.0365380 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.869 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.869 0.000 0.000 0.000 0.000 0.000 8.333699 12.232373 9.218616 11.390928 10.074441 3.458605 4.006092 9.739727 11.109651 2.217603 9.671797 2.758154 9.403818 11.555821 6.141864 6.861448 5.628526 7.398405 7.523031 8.474122 10.950144 10.412796 4.217595 9.137538 9.408314 10.677768 8.411005 7.010826 11.185473 10.068773 12.287736 2.080078 6.061940 6.897711 8.418156 10.757103 11.4325728 10.3627130 8.2237261 0.3431235 11.4620634 9.0470260 10.6480440 10.7425782 4.0435632 10.1912236 9.4894789 7.3691847 6.4305847 10.1812758 7.9989514 13.2786557 9.8046018 9.9380689 13.8445449 13.2967125 7.8535566 8.2639715 10.2743523 6.6888965 10.3122690 9.9218096 6.5460625 6.1927879 13.6806513 9.1633012 7.2052429 8.9280848 3.7123537 10.4754078 8.8482721 14.5577703 10.4305851 11.7138097 9.4136905 8.1504774 8.3225380 10.5284107 12.9586753 17.5046020 11.7201828 11.9405542 13.3996471 10.9785382 2.9280860 10.6400386 9.1686112 10.6323727 8.7496817 9.2718874 8.1002345 10.0579402 13.3077640 9.5411580 11.1707270 3.0060825 6.7181616 4.9280860 14.7888731 10.4869306 12.5081340 6.4516463 1.9280860 -1.2419527 12.2170790 12.8383111 11.4318929 7.6099086 11.4382996 12.2575074 12.9154278 10.9293366 10.1402434 5.4585985 9.6529776 11.6911127 5.6285257 10.0149582 15.7066721 7.4655191 6.1244812 12.6343669 8.6331413 11.7960499 11.0261169 2.2176030 14.7974430 6.8265625 6.1418639 8.0719498 9.8751536 9.5395194 10.5172157 8.2052429 9.1046734 10.9296494 11.7470220 11.2664498 10.1886123 10.7322159 10.1467153 9.8356432 12.5117944 3.8456205 9.8777495 3.5130485 12.9112471 9.9015430 7.3543499 9.7832993 9.6804543 12.4336759 5.2500141 9.0001429 2.5655241 10.8522375 10.5521694 10.6706749 12.9863021 10.2333866 9.2439891 10.0476025 11.6209909 10.7067278 5.5130485 10.2639714 10.2545143 0.3431235 1.7581752 3.4020127 10.6609118 10.6247394 9.5751434 4.4585985 8.6067827 8.3710282 9.7130832 TCGA-BP-4327 75 1 109 NA kidney stage ii t2 n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 3 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0538691 10.1788146 6.9463683 5.5678557 13.7488962 6.9244622 12.2864676 -0.2135709 1.0997665 8.2148572 10.1478928 9.5228991 10.9561091 7.9514042 11.7150156 9.7341341 10.8168194 9.4094641 4.0344270 10.1653339 7.6963903 7.0104990 12.6247823 NA 7.4447085 -0.2135709 NA 10.8243873 10.0356106 8.1550039 4.2127639 8.7522816 9.9657843 10.5719496 10.4825953 10.1434993 9.4500553 5.5678557 7.9812539 9.8026091 5.9260492 9.7843823 4.5678557 10.6355113 10.6721935 2.5938557 10.7584000 9.1429492 10.1857751 10.3501701 7.9688914 4.5144190 10.5657733 9.0556238 8.0201171 4.5144190 NA 9.3496935 9.0008164 3.1788102 6.1958889 8.7850875 1.3714473 11.4556037 7.7231353 3.9959548 11.6824321 11.5369948 10.1235616 9.6926362 16.5938458 8.2418245 9.3695799 5.3410856 9.6249133 7.4834643 5.9959503 3.8348224 10.5190887 9.9928340 8.9451070 10.1985377 8.7348644 8.0718994 8.5890136 7.0485915 13.8917919 10.6744793 -0.2135709 11.2622306 11.0793019 8.7991216 NA 4.7172322 12.1817635 9.0799687 9.0008164 9.1307932 8.6797989 11.7222148 9.4869370 11.9244025 2.6933866 8.4869368 NA NA 9.3610906 5.3410856 8.7580406 10.1218875 10.4786768 8.6050794 9.0189181 9.4393422 11.4338522 10.0385712 10.5563350 12.1176941 0.3715031 11.2261073 10.3410860 10.1879101 9.7998199 9.8130207 1.9564284 3.8308942 5.1958869 -1.2135709 9.5161180 13.7566031 9.9855561 12.1666876 9.5711320 9.8766096 3.3714613 7.5579867 11.3021970 10.6174084 9.9576739 11.1579907 9.5084508 8.4375490 10.9648508 5.1440504 3.0344270 1.5938318 NA 9.3817547 13.7935244 9.7290118 11.3558781 9.1319025 6.9260481 10.7150155 8.4375490 10.5429200 11.6296331 9.9164241 6.6752401 10.3531269 10.2748395 8.1263472 11.6018805 12.8011280 11.5397139 8.7751819 9.0338194 2.4315160 11.8830476 8.4938562 10.1696615 10.1506319 10.4540523 -1.2135709 8.4817256 10.6209682 9.2786509 8.5385432 11.3632177 8.9539153 10.6050793 9.8865024 10.0724773 11.4847678 9.8865024 8.9746905 5.9959503 8.1766663 10.2361617 2.5938557 9.6933878 9.5186646 6.9664062 13.0310840 10.1990670 8.5890136 10.4021268 10.8291826 9.5760308 11.0026974 8.9750862 10.0491793 8.2863429 0.7865127 11.4875870 7.3256562 4.0718999 6.9413153 3.8739608 10.4808551 5.7977238 10.5237868 5.8368911 5.4729978 1.3714473 1.1084241 11.0353143 10.4303533 11.4388940 12.1900419 8.7406935 8.5925150 6.7140380 11.3742747 10.8907683 10.8144032 9.0379796 9.8171643 10.5033166 -0.2135709 8.2356457 -1.2135709 -1.2135709 9.8247303 8.6209683 8.5727669 8.3676978 10.0290758 12.9098103 14.3958202 6.9106187 10.5509541 12.2232087 10.3854801 -0.2135709 4.3410891 -1.2135709 NA 7.0579603 14.5248798 10.2299588 7.5612841 11.3651057 0.7865127 8.3733372 8.8084764 9.6888724 9.6721935 7.2169495 11.3178786 9.9626703 10.3961376 10.0353557 8.1218873 11.0435903 9.2733322 5.7774513 8.7943233 10.2111884 0.0080939 0.0000000 0.0296990 0.0058309 -0.0048461 0.0144700 -0.0139530 -0.0329960 -0.0380340 -0.1160000 -0.1160000 -0.1160000 -0.1160000 -0.0033067 -0.0033067 0.0091705 0.0000000 -0.8055100 -0.8055100 -0.8055100 -0.8055100 0.0218840 0.0186630 -0.8031000 -0.8031000 -0.8657000 0.0066653 0.0066653 -0.0181890 0.0042872 0.0042872 0.0125160 0.0125160 -0.0026322 -0.0197260 0.0236270 -0.0380340 -0.1160000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.000 0.000 0.000 0.000 0.000 -0.803 -0.803 0.000 0.000 -0.780 0.000 0.000 0.000 -0.116 -0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.000 0.000 0.000 0.000 0.000 -0.803 -0.803 0.000 0.000 -0.780 0.000 0.000 0.000 -0.116 -0.116 7.7780193 12.0336830 9.3714598 12.5572643 9.1451483 2.3714473 2.8739510 10.0002089 11.3509468 0.7865127 9.7609119 5.0153147 9.3188530 11.8709734 6.8739596 7.5579867 6.2942917 7.5346904 7.7406935 8.4955808 10.3817547 10.2330636 3.1084241 8.6752404 9.5914348 10.0326439 7.7113097 5.1084241 11.3355599 7.5678572 12.3920253 1.1084241 6.8308916 7.6130454 9.3826869 10.2143338 10.1836370 10.4994540 8.4447085 NA 11.1506318 9.1396439 7.1528192 10.6683759 3.6933866 9.6911318 9.6050794 6.9514036 6.9564226 9.4240277 7.2903230 12.7246984 10.3382054 9.8424574 13.0382015 13.2081676 7.2211250 8.3295291 9.9701325 7.9463683 9.7363240 9.2843489 6.1084262 6.6752401 13.5085576 8.9488884 10.5084508 4.4012072 3.9157790 10.2195610 7.6963903 12.7408753 10.6351202 12.1176941 9.7209252 7.6903787 7.8275542 10.8088650 11.4747475 16.6614965 11.1579907 11.3198269 13.1055342 10.6102625 0.7865127 11.6178044 10.4686140 10.7153857 8.8212963 8.1263472 8.5579867 10.0678477 12.2821024 9.1517259 11.0547467 1.9564284 6.1352250 7.0438847 14.3894390 10.6241251 12.5023520 7.5480482 -0.2135709 NA 10.1852409 12.3882680 11.1448297 7.4194925 10.8901129 11.775892 12.398559 10.816819 10.165334 6.254103 10.923809 10.468614 6.574400 9.596265 15.616994 5.926049 7.094837 12.145953 9.075363 11.551783 10.366756 1.786513 12.987626 6.730125 5.995950 8.822629 10.049179 9.311039 10.465097 8.801912 9.105955 6.062623 12.358250 10.145698 9.790718 10.840762 10.478677 9.857289 10.600679 1.786513 9.925409 9.035611 13.210994 8.522899 6.534690 9.131902 9.451806 12.309569 5.606676 9.091419 3.310064 10.620968 10.370520 10.251553 13.031084 11.014414 9.723871 10.049179 11.137712 10.621067 5.863312 10.084560 10.200125 NA 1.956428 3.593856 10.237708 13.144757 9.265267 1.108424 8.373337 7.918354 10.457596 TCGA-BP-4329 75 1 845 845 kidney stage iii t3a n0 m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.6455864 11.3519247 9.5152202 10.0958220 10.8510149 7.6874009 7.4036086 10.9135822 9.1150075 7.6535151 6.9156703 0.8800194 8.8237331 7.9309833 -1.4418303 6.6188142 8.5637427 2.8060559 10.4548290 9.5853331 5.9504358 11.0465784 14.2935420 10.9677743 10.8890350 16.6494193 8.5382576 9.7911386 4.6242062 9.1127072 7.7577907 7.1279737 3.0441843 7.7626896 9.1737478 9.5651455 9.3743018 8.0659126 8.0257237 9.8048588 6.5006332 12.7003848 10.5257047 4.7280457 11.4203681 11.6205810 7.6744621 NA 4.0175478 11.4523675 7.7821196 9.2775071 7.4407612 8.1146242 10.2957881 8.7590166 11.2916526 1.1430668 8.3378377 0.1431322 NA 10.4199805 5.7380274 8.6627168 8.9728035 10.6110258 8.1874748 8.8867931 9.2314274 11.9550801 9.2437431 9.9653859 11.5395071 3.9843797 10.1267394 9.7923369 10.5436044 7.0216430 9.2091699 -0.4418303 3.2019788 3.6873967 NA 8.7977166 14.6968100 4.0816805 12.4491424 8.5310980 9.8295812 3.5581207 6.1874748 11.6890105 10.8735508 9.2766511 12.2248548 8.3751020 9.2550857 10.8322051 6.1654477 7.0010613 0.8800194 -1.4418303 9.1174953 14.0942743 9.1956488 9.0226638 9.5581182 7.0093293 9.9040778 8.0992147 9.9268701 10.1589603 9.8951825 6.6666430 10.5353337 9.9418225 9.3830770 11.4061542 12.3357845 10.8484251 9.4799591 9.4919120 3.0709732 12.1866776 9.4246244 10.5936047 9.3320815 7.4799589 -1.4418303 8.5567087 11.0948511 12.5522992 8.9978659 11.7914383 9.0124175 10.4118176 7.4769811 10.5053898 11.7328879 9.8481370 7.7220951 5.7078643 6.7027767 10.7497944 2.7280511 10.6653353 9.4873766 6.9418223 13.7567167 9.6215133 9.4176530 11.0824150 9.1571011 9.8101923 11.0323108 9.2109633 9.8901547 7.7305455 1.8800586 11.0005434 7.7772869 2.6455864 3.9843797 3.7675701 10.6475687 7.4223045 11.0353477 7.5365713 4.5123154 2.3654686 NA 9.9722749 10.2598579 11.1310552 10.7645221 8.7845305 8.4145436 5.5252859 11.2902856 10.7302331 11.9142950 9.1011500 10.2502977 11.0715991 -0.4418303 7.8202128 NA -0.4418303 10.2494255 9.6482307 8.8834238 8.6600940 9.1194062 14.2174452 14.9307112 2.0175656 11.9086430 12.4972382 9.9288056 -0.4418303 5.0315805 2.0175656 NA 6.3910081 15.6588524 8.6161099 8.2757944 11.8006969 NA 7.4888556 8.9603310 9.1956488 9.7971200 7.7230254 11.2594246 9.2877389 11.2594246 9.6488923 8.6770593 10.3674844 8.4635052 3.7280402 6.9257953 9.9927465 0.51228000 -0.00060867 0.52258000 0.01544700 0.05281000 -0.00249380 -0.01670400 0.00013863 -0.01064600 -0.02520900 -0.02024200 -0.04232700 0.01167900 0.01098200 0.00832840 -0.54613000 -0.00060867 -0.54108000 -0.54108000 -0.54108000 -0.54108000 -0.00553750 0.00000000 -0.00013862 -0.00013862 -0.00249380 0.00291330 0.00291330 -0.54348000 0.00429780 0.00429780 0.00374650 0.00014433 0.00083195 0.00541390 0.03397200 -0.01064600 -0.02520900 0.000 -0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 4.897966 11.169835 8.917868 13.456294 9.456720 -1.441830 2.950431 9.522459 11.330020 1.365469 9.283485 7.621513 9.556003 12.621850 7.403609 7.755335 6.512314 6.697670 7.715465 8.183827 9.732420 9.369493 3.081680 8.468011 9.950291 10.846408 7.682240 4.201971 12.244947 9.472503 12.307434 3.950431 6.403609 7.597037 9.288588 10.840338 10.1393188 11.1510424 7.7104028 -0.4418303 10.5598782 9.4384669 4.5804832 10.1131866 3.8060456 9.8834236 9.3320815 6.3525343 7.0933933 10.8380189 7.3394777 13.2137048 10.7352262 10.5375434 13.1674701 13.6480056 7.3196694 8.9536523 9.3188381 9.0924210 9.3710977 8.8481372 7.3263027 6.6402666 13.6479411 9.7072302 9.8036709 5.7675727 3.3654686 10.8641799 8.9090575 13.7005045 9.2953656 11.5395071 9.2091699 7.6561502 6.3768287 10.8968546 12.4362649 16.1423981 12.2248548 11.6563148 14.2518229 10.3914036 1.1430668 10.7690938 9.9552580 10.2881637 8.6796518 9.3830770 7.7893393 10.1983631 12.8508712 10.3320815 11.7951772 2.4650080 4.2305412 6.9156703 15.2784921 11.7283563 12.3769000 7.2019739 0.5580717 NA 11.6720231 13.2549771 11.2526350 7.3878407 11.1861080 11.8017385 12.7274169 10.5318156 9.9455970 6.5006332 11.4217237 10.8295812 6.8435204 10.0236846 13.1854640 5.8979689 8.1929294 12.9944361 8.7116701 11.6208389 10.2719343 0.8800194 13.8473806 5.0834049 5.2163307 10.2308618 10.4623765 9.0865723 10.7715262 9.0026775 8.9592004 6.0338524 12.9191024 10.0554710 9.9509722 10.5707427 10.9170440 9.9472117 10.8368580 3.6025163 10.3067303 10.8636100 12.4371500 9.6228610 8.8249047 9.5581182 8.7826867 12.8296542 3.6025163 9.0297935 3.2585641 11.0948511 10.6535152 11.3502984 13.7567167 11.3580069 9.4873766 9.8901547 10.4449579 11.0735297 6.0738181 9.6038778 9.3886334 -1.4418303 4.7869361 NA 10.6951093 11.8709005 9.0885246 5.6976682 7.4888556 8.5079448 9.5064855 TCGA-BP-4330 60 0 NA 1888 kidney stage iii t3a n0 m0 19-3-2015 female 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american hispanic or latino 64.53.0 NA NA 2 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.76511965 9.18904149 0.92379573 11.23896678 10.97909961 4.12021092 13.64484872 9.41232680 10.79109596 9.84565815 15.67236822 8.25771783 10.30138930 5.55802267 9.60388371 7.29013960 6.27549320 2.15237815 10.09039881 9.70134649 8.94155356 9.83820237 8.24574521 7.97909989 9.27916830 7.31899464 12.91202848 10.57337282 NA 11.56616980 10.83185698 7.70079827 -0.66109073 3.58677675 11.97479948 8.05824343 9.78283428 7.77764656 6.55802267 11.49951402 10.10786595 12.19169625 3.09374608 9.17490497 -0.66109073 -0.07612823 10.06422096 5.43688807 8.33603429 9.62483474 10.49556986 8.69089824 9.46749347 9.37296581 11.76537628 9.83820237 10.19489115 12.45113127 4.44738083 11.28107412 11.14882374 10.21383608 7.56767321 10.09624472 NA 2.79827867 3.83071167 NA 8.97366580 13.66791520 10.34202121 11.45795794 7.93131194 9.20226662 4.36122093 7.46555906 10.15903360 11.31362776 9.44868542 11.23887049 9.99169969 8.35983476 10.66809040 6.45259708 1.66079174 1.33885224 -0.07612823 9.57725943 14.00538385 9.33744507 10.57456978 9.94016117 8.13975444 10.80442106 7.87412992 9.59183348 9.08956171 9.09791071 9.12757293 10.27919768 9.56044175 9.36537803 11.55484264 11.87570896 10.42863623 9.37090031 8.56266334 2.66725634 11.19391783 9.08200610 10.71389416 10.10903950 10.09248932 -0.66109073 8.80442114 11.04750751 10.08078502 8.27941790 11.46733242 9.27106938 11.21786351 8.94248108 10.18081211 11.15923314 9.25771783 7.61192777 5.78179770 6.30463881 10.41065221 0.92379573 9.41165716 8.87023617 7.88960131 12.84094059 9.89631833 8.39549258 10.86584290 10.06379480 9.46038811 10.91170649 8.85553972 10.49904122 8.42366304 2.03927880 11.16421105 6.44737918 4.24574664 7.49113959 3.69640563 10.73920046 7.15583827 9.92520667 6.28587749 5.90870965 -0.66109073 0.92379573 10.76197060 10.54830801 11.40309220 11.72525611 7.92381712 10.07390296 6.16927564 11.28081930 10.47006856 11.58767177 9.10040584 9.87558764 11.80875085 -0.66109073 7.84466623 0.33890927 -0.66109073 10.21537161 8.85258225 8.21690539 8.61148447 9.31827978 12.98956989 14.26422368 0.66074611 11.27162310 12.53860371 9.98361229 -0.07612823 3.58677675 1.66079174 NA 8.11528768 14.57258670 9.70353663 9.03582210 12.07673578 -0.07612823 9.09707796 9.05836331 8.88285302 10.01437078 7.98631308 11.32220460 10.07863532 11.12736915 10.08116411 7.84466623 10.89512120 8.73438887 6.19615062 8.39528906 9.47584588 0.00194180 0.00000000 0.00235810 0.50776000 -0.01202400 -0.00636680 -0.01243800 0.01251600 0.01502800 0.00110930 0.00110930 0.00110930 0.00110930 0.00763920 0.00763920 -0.00153540 0.00000000 -0.53327000 -0.53327000 0.00235810 0.00235810 -0.00802440 -0.01198100 -0.00811870 -0.00811870 -0.00581400 -0.02726700 0.00750000 -0.01243800 -0.00076278 -0.00076278 -0.00235530 -0.00235530 -0.00013862 0.00722170 0.02818700 0.01502800 0.00110930 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.533 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.533 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.483513 12.036474 9.357750 12.950456 10.174905 NA 2.982711 9.828703 10.838912 2.508784 8.969122 7.218438 9.269592 12.590633 8.824684 8.974573 6.993491 8.193723 9.435570 9.039294 11.192554 10.255107 8.139754 8.212299 9.825187 10.372278 7.152636 2.982711 12.021520 8.757761 11.827378 3.293047 7.242737 7.004190 6.350082 10.733049 10.1937231 10.8441700 7.7859376 -1.6610907 10.5580232 9.1717448 6.2092194 11.2222617 5.2577197 9.7603936 9.8934435 6.0803208 7.7182328 9.9143940 7.4076332 12.9921476 9.7849041 10.2614391 13.2864003 13.3053971 8.2107600 9.0769470 10.0068533 7.4860595 9.2184380 9.1478188 7.5628560 6.1397539 13.0720819 8.6460553 9.9238171 5.0112809 3.6607803 9.9768380 9.5311475 12.9003813 10.6041767 12.4511313 9.8673089 8.3514790 7.6240716 10.4607120 9.9988506 16.1064572 11.2388705 12.0065207 13.8948517 11.1066254 1.9238338 11.3767448 11.1189843 11.1012367 9.2130675 9.3653780 7.9350442 9.8377039 12.7837402 11.8964381 11.5808363 3.5483133 6.1070392 6.4473792 14.3569251 10.8946421 12.8733400 6.5237297 NA -0.6610907 10.6149791 12.6074698 11.7887578 7.3500817 11.0203127 11.581582 12.897096 11.447052 10.204588 8.518764 11.565869 10.605348 7.528679 10.304278 14.298574 5.946186 7.901097 12.722520 8.735460 12.012164 10.828452 1.798299 13.917935 7.836347 7.046214 9.300608 10.356359 9.565869 10.329313 8.748246 9.040161 6.989906 12.037559 10.101237 10.269592 10.294868 10.614979 10.329313 11.821915 4.528678 10.351130 5.011281 13.037839 9.345882 7.936907 9.940161 9.543010 12.616651 9.256227 8.902051 5.146211 11.047508 10.562555 10.730098 12.840941 10.784646 10.115699 10.499041 10.507213 10.973428 6.731172 9.710631 9.931779 3.923815 6.528679 3.548313 10.810530 12.101510 9.912975 5.080321 9.097078 7.788003 10.142179 TCGA-BP-4331 52 1 2454 NA kidney stage i t1a n0 m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.53.0 NA NA 3 NA 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144431e-06 4.855162e-07 10.9735010 9.8168728 8.0436704 5.4536723 10.5687615 7.2925609 11.8704034 NA 1.5880370 7.1886185 10.0665280 8.4934732 10.6780451 8.0352681 12.1703180 10.5912905 10.8768838 9.1067804 4.2006927 10.4359081 8.5734116 7.5298155 11.0708508 NA 6.8055543 NA NA 10.5381649 10.3140865 8.1361514 3.7200705 8.2853227 9.5763103 10.3358023 11.3647605 10.1525592 9.2399763 5.7031921 9.0636388 10.1365441 6.3217063 11.4498841 6.7491279 9.8997435 10.3990547 3.2480034 11.8619947 9.4946996 10.5722505 10.3504387 7.6946803 -0.7062764 10.3176177 8.7617121 8.2810648 5.9520120 NA 9.9163105 8.6258374 0.8787646 7.1641658 9.5322057 3.4230806 10.9615778 8.8242075 5.0217196 10.7095216 12.3410954 10.8574739 9.1687824 16.0505463 8.6055492 9.7486144 5.4536723 10.2983726 7.1266911 6.5226192 2.5895238 9.2732261 9.8627072 8.9644573 9.8946432 8.2156417 8.3299748 8.8740595 6.9011312 13.7642375 10.5841079 NA 11.6358757 10.2609264 8.1595343 -1.7060410 4.6157282 12.1593410 8.9367551 9.2782194 7.3571957 7.3652630 11.1095845 8.7232077 11.1650479 3.5792043 8.9484370 NA -1.7060410 10.0272400 6.4687267 8.3422881 9.9098904 10.0297800 8.1408584 9.3320341 8.9662263 11.6077766 9.5722504 10.1699343 12.3953664 0.6156988 11.3330953 10.6283537 9.9894643 9.4422775 10.0127620 7.4101452 5.4836256 2.4637271 -1.7060410 8.2994256 13.4954272 8.8731171 12.5245720 9.2044437 9.4928598 4.4836288 6.7976265 10.1310347 10.6342075 10.1447691 11.0895444 9.9475418 8.9537969 10.7682675 5.4230840 4.2710820 -0.7062764 -0.1212354 9.4799152 13.6693496 9.0930826 11.2879776 9.2916862 7.4486194 10.5763103 7.9322372 8.8785476 8.8881256 8.5952970 6.5838199 9.8298394 9.7542569 8.7916529 11.2421683 12.1982475 11.5700709 9.5564831 8.9299635 2.5523279 11.5325043 9.1772080 10.6863868 9.1595343 11.3393901 1.4637271 7.7179670 10.9961901 7.7841905 8.7157712 11.1724268 8.3878786 11.1195549 9.1710852 9.9890293 11.4473530 9.3852365 8.3764957 5.6946796 7.1946682 10.1606936 NA 9.6252778 8.4384592 7.2066901 12.3618235 10.1733843 8.5069054 11.0212961 9.7116536 8.8055536 10.8520041 8.9213349 9.9728413 8.4995944 2.3812557 11.5179535 7.3706168 1.8787646 6.4435486 3.7200705 11.0131898 5.4536723 9.4062405 5.9503681 5.7284294 NA 0.2938413 11.2008794 10.2689325 11.1109845 11.9055175 9.1741497 9.2267539 6.2154631 11.5705070 10.6491521 10.7700409 9.0694114 9.6882638 10.8390068 1.4637271 8.3517926 -1.7060410 -0.7062764 10.0200192 8.7715591 8.9942408 8.5429146 10.3729524 13.9800827 14.1271606 2.6861195 10.8848558 13.4679075 10.1502266 -0.7062764 3.7856552 1.7532194 1.9942539 7.4983722 14.0419152 10.3582070 8.5044722 11.4934734 NA 8.6731794 9.1281771 9.9671101 9.4755744 7.9573592 11.4716877 9.5075128 10.9011313 9.9465116 7.5998630 10.7134979 9.4062405 5.0368857 8.3295623 10.2454500 0.1845000 0.0022191 0.0107030 0.5652200 -0.0100940 -0.0037395 -0.0174550 0.0068044 -0.0160590 -0.0283550 -0.0247980 -0.0247980 -0.0617240 -0.0620180 -0.0620180 0.1845000 0.0063871 -0.6073200 -0.5716000 -0.5727000 -0.5727000 0.0083351 -0.0022471 -0.5811700 -0.5811700 -0.0056360 0.5551400 0.5551400 -0.0116110 -0.0029091 -0.0029091 0.0026357 0.0056919 -0.5512600 0.0055529 0.0265140 -0.0160590 -0.0283550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.184 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.184 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.000 7.971521 11.582235 8.849349 12.110985 9.768014 -1.706041 1.994254 10.000729 10.728781 2.101146 9.858903 6.893714 8.845509 12.956970 8.255251 8.611214 5.878765 8.008046 8.721114 8.137722 9.013190 10.028511 4.151786 9.003746 10.042497 10.214526 7.359890 7.602140 10.751695 8.212664 12.137903 4.151786 7.088217 7.091463 6.844548 10.809993 9.9448527 10.6021400 8.2021939 -1.7060410 10.2831956 8.2796431 6.6112137 10.5579503 5.8483901 10.1660911 9.5930090 6.5178032 6.2938008 10.0440893 7.5768894 12.9356270 10.2624678 9.8683945 13.5512625 12.7644599 7.6818182 9.3659335 9.6123438 7.5345924 9.6595766 9.3237783 5.7116546 5.3490821 12.8515639 9.0225720 9.2059418 4.9520120 2.4637271 9.9706396 8.3931489 13.1799739 10.0817035 12.3953664 9.4511480 8.0718779 7.0000902 9.8237196 11.2588638 15.7716304 11.0895444 11.4489355 13.2486789 10.9598030 -0.7062764 11.5084237 10.4413239 10.3639220 9.1494481 8.7916529 8.0369522 10.2552507 12.5799978 10.9149371 11.2276760 5.9591372 7.0520246 5.2126627 13.7782353 11.4464027 12.5451355 7.0080465 -1.7060410 NA 10.2739406 12.7917776 11.2463494 7.5417286 10.5930091 11.393478 12.449884 10.876884 10.435908 7.154888 11.050774 11.513575 6.711653 10.122731 14.088361 6.321706 4.503253 12.440816 8.856997 11.247816 10.108383 1.878765 13.238101 7.522139 6.588422 8.294407 9.812454 9.353146 9.456192 7.332720 9.048688 7.332720 11.368444 10.184445 9.612344 10.767760 10.040735 9.386558 10.547353 3.579204 10.520213 5.305029 12.650243 9.190133 6.048690 9.291686 9.830524 12.441165 4.021720 8.912186 4.651350 10.996190 10.409495 10.928385 12.361823 10.629750 8.904826 9.972841 11.173767 10.682079 6.664489 9.902518 9.903903 1.878765 3.437441 2.686119 10.177208 12.494248 8.919510 1.753219 8.673179 7.934046 10.052441 TCGA-BP-4332 36 0 NA 1133 kidney stage iii t3a n0 m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.93652075 9.62612625 7.34418315 5.78527328 11.99433512 6.00888349 11.88493105 NA -0.02796912 5.89702255 10.36660133 7.81403316 10.79342091 8.72723773 11.70405757 9.34089291 10.69216493 9.26567833 5.13596164 10.30039203 9.14636451 8.81745794 11.36153673 NA 6.82820124 -1.43401296 -1.43401296 10.10477983 10.73509124 8.08377502 2.81403765 8.47749763 9.49610378 10.78769291 10.22610170 10.65754122 9.35155832 6.00073469 7.71839040 9.74850014 6.22431816 10.51447303 7.79010735 10.29530162 10.73696976 3.15106323 9.81046961 9.53908551 9.91261948 10.17528456 8.12643862 7.23144201 10.53763144 9.32880349 7.96271038 7.92585526 0.15107947 9.25872125 9.00281727 1.37345333 6.58291422 8.77921014 1.15107947 10.85439515 10.55727328 5.08966763 13.98075274 14.07442675 10.46432928 10.14306249 15.83356005 8.71458245 9.92695284 4.58847479 9.78466903 8.24910018 7.86531385 2.52957111 9.86474129 9.90509287 9.23232978 9.34418293 9.39185964 8.15856273 8.69151916 6.63219550 13.41980524 11.21648445 NA 11.76163180 10.30751801 8.13975291 NA 3.85150920 11.58639134 8.70821276 8.97973385 7.86760184 7.61322959 10.63320405 9.05394597 10.16181086 3.32099004 8.74974107 -1.43401296 NA 10.16694788 7.28035135 8.34418315 9.55479047 10.69956916 8.30925715 8.83289223 9.80271797 11.02894032 9.42641677 9.89814243 12.60382435 2.81403765 10.74222909 10.91012424 9.87955568 8.16415824 9.76822966 NA 3.73603115 4.61049928 -1.43401296 8.14730619 14.08469751 10.59918462 11.02091919 8.88916047 9.16787672 3.95842511 7.15856324 10.74570398 10.81403332 9.74103142 11.31492759 9.38148909 9.51301199 10.59159144 6.16601843 5.73603115 3.08966763 -1.43401296 9.45864858 14.13688062 9.76270792 11.21041279 9.71902442 7.42408649 10.78285164 7.91483417 9.46730455 11.69474463 9.98079107 9.55408037 10.85164966 9.98764475 8.95627479 11.68569544 12.16415830 11.51410796 8.34582524 8.90484232 2.61574586 11.03854284 9.21446338 10.44530615 9.88497057 10.42408680 -1.43401296 9.20000918 11.13025528 10.67928796 8.17277001 11.39602673 9.20000918 10.90706859 8.82349367 10.36579215 11.52610775 9.97496632 8.48208956 5.78527328 7.31093991 10.39860027 NA 9.78890068 9.20091675 7.14353424 13.45156388 9.39106461 8.84223027 11.29530168 9.89141129 10.02246020 10.64895674 8.79131334 10.15716059 6.64825547 2.26654670 11.43434962 8.40057678 6.10503268 6.43647003 4.58847479 10.70021124 6.34089335 10.35074066 5.65356739 5.26654670 NA 0.56608449 10.79101194 10.59297506 11.18334365 11.65423149 8.40215638 9.83836817 5.99111137 10.90845830 10.69860553 11.46414030 8.91704501 10.43145247 11.05218661 -0.43381807 8.30757288 -0.43381807 -0.43381807 9.76270792 8.51884708 8.91372717 8.79131334 9.82820060 12.40786671 14.06214816 2.73602032 11.71934116 12.49804366 10.45598995 NA 4.90595735 -0.43381807 NA 6.99655823 14.38556145 9.08770628 8.00073412 11.94602563 -1.43401296 8.62138817 8.91065682 9.39503559 9.74663658 8.26481038 11.00411791 9.69410015 10.64425666 9.89357427 8.03778084 11.22766125 9.04588605 5.20302100 8.13799117 10.47374765 0.00063948 0.00206720 0.00180300 -0.00207840 0.66626000 -0.01477800 -0.01739100 0.00666530 0.00833510 0.02230900 0.03764100 0.01628800 0.01628800 0.01474900 0.00063948 0.00063948 -0.74535000 -0.73301000 -0.73301000 -0.73301000 -0.73512000 -0.01422800 -0.78252000 -0.01038900 -0.01038900 -0.01546600 0.00000000 0.00000000 -0.01739100 -0.00539920 -0.00539920 0.68831000 0.66660000 -0.01505400 -0.00705760 0.01838300 0.00833510 0.02230900 0.000 0.000 0.000 0.000 0.000 0.000 0.667 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.667 0.667 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.667 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.667 0.667 0.000 0.000 0.000 0.000 0.000 0.000 8.3326345 12.0033377 9.6207101 12.1612467 10.0423457 NA 0.8880711 9.6928102 10.7636297 -0.4338181 9.6057103 7.7360311 9.3966210 12.0793399 6.6798474 7.2526068 7.0048980 8.4624381 7.3670058 8.7743400 10.4819852 9.7404073 2.7360203 8.5405206 9.8128463 10.4816118 7.7706771 6.2526068 11.6101584 8.6876392 11.9770685 2.1510795 7.2135641 7.5490992 9.4395500 10.6237592 10.0002127 10.6084492 7.7158529 0.1510795 10.1444785 9.0337112 7.2027302 10.7617856 4.1510714 9.7596312 9.3718496 6.4548487 6.5940125 10.1945514 7.6402471 12.7803490 10.7749498 10.5661058 13.2855481 13.3185910 7.1844916 8.6105000 10.0413327 6.8187713 9.4872029 9.1388060 7.2734646 6.7706771 13.7291265 9.3678142 9.8445553 5.7755589 1.5660845 10.1803555 7.9148342 12.8912707 10.3247455 12.6038244 9.8715976 7.5801266 7.2652615 10.8624485 11.0227169 15.3383559 11.3149276 11.8818215 13.7279463 10.8592900 -0.4338181 10.1886153 9.7559304 10.0743959 9.3830895 8.9562748 8.2803514 10.0644565 12.7093296 9.8462966 11.6031379 4.4487490 5.6953898 7.7485001 14.4131854 10.8618747 12.7376736 7.3989959 -1.4340130 -1.4340130 9.7328966 12.6556391 11.2478977 7.6641379 11.3720512 11.733210 12.865171 10.692165 10.300392 6.818771 11.651910 9.465463 6.454849 10.005937 14.351381 6.224318 7.037781 13.016961 8.765778 11.524477 10.836693 3.025543 13.561829 5.664770 6.105265 8.871176 10.074891 8.750981 10.496843 8.742790 8.864019 6.905956 12.248223 10.392257 9.364578 10.253044 10.366197 9.749741 12.249429 3.888032 10.116853 5.347467 12.830112 8.675937 8.354008 9.719024 9.183206 12.653154 3.923653 8.581521 6.057959 11.130255 10.581434 11.258721 13.451564 11.060711 9.734151 10.157161 10.995774 11.343608 5.832893 9.531169 10.052941 2.473008 6.283646 7.605025 9.811064 11.331848 9.179895 2.373453 8.621388 8.222531 9.703097 TCGA-BP-4334 56 1 645 645 kidney stage iii t3a n0 m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 1 NA 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.9116690 10.3420138 5.2353901 0.7759355 8.5375108 9.4602349 10.6669839 NA 1.3070204 9.7674815 8.9731764 7.6151632 9.9078166 7.8366557 10.4580765 6.3906694 8.3228543 7.3906694 7.0705804 10.9483872 10.4062268 6.6586028 6.7532395 NA 1.3609261 NA NA 9.9483872 11.2896873 8.6768266 2.7759566 9.5207935 9.9370916 10.4737960 9.4359556 8.8974934 8.1422817 5.4198153 3.0978804 8.4970590 4.1682810 9.1068767 2.5833265 9.6245827 9.3590425 2.3609261 10.0227003 6.9257063 10.1455571 9.3267065 7.9558690 3.3609261 11.6582015 10.2486506 8.6370465 8.3980117 NA 8.0705804 7.2516935 -0.2239803 6.0047778 10.0967602 1.7759776 10.8210367 1.3609261 2.0978804 8.1364995 10.1001402 9.5800908 8.9358310 13.0804537 7.6828507 8.5540370 5.0613615 10.9103860 8.8093826 4.6828486 2.5833265 4.0238852 9.2415261 8.8121333 10.3980116 8.4053164 9.0520841 8.6948231 6.2995213 13.7545808 10.2240760 NA 10.8148787 9.7276962 7.4483848 -0.2239803 3.0978804 12.0029739 9.9682525 11.9832792 8.1553379 8.2312870 10.6828503 7.9206178 4.9458839 2.3609261 10.1246879 2.9458886 9.1046347 10.7731392 4.6339426 9.8298855 11.0526657 11.2718147 8.4412955 10.3276679 8.7272445 11.9793261 10.4807280 10.7724332 12.7801802 6.9358310 10.6390852 10.9187050 9.7745502 7.2271712 9.6933319 NA 5.8634231 7.4341712 2.0978804 -0.2239803 13.2212333 4.0238852 3.3609261 11.8571103 11.2058894 3.0978804 7.2353910 6.8739916 10.0613620 10.7660637 11.0011490 7.0705804 6.9657843 11.1537125 2.7759566 2.0978804 3.3609261 -0.2239803 10.3980116 12.4193650 10.6881006 2.3609261 8.6888489 3.5833145 10.3888282 7.7983273 9.9649070 7.0047789 8.9975467 9.4850436 9.2298888 10.2486506 7.4125842 9.4589543 9.9295117 10.7482215 6.7759592 10.5134353 6.3847682 14.1235119 9.2617891 9.5573195 11.9799194 2.3609261 4.4764011 9.0774559 10.1280031 12.1195258 7.0918342 8.5375108 8.9483871 10.1682771 1.7759776 11.3362925 11.4080462 10.6813467 8.7282059 1.3609261 5.7759592 10.4252159 -0.2239803 2.9458886 8.9155110 4.5833145 11.6428523 10.3170563 8.3420138 8.5140520 11.4659577 9.7417440 11.6148721 10.3218895 9.6858527 5.9458839 0.7759355 9.7330618 7.7066970 NA 2.0978804 5.8844831 10.8447380 1.7759776 7.7301563 9.4957421 5.3609226 NA 0.7759355 11.0227004 10.7913748 11.0520842 12.0259620 8.4483852 5.7532408 4.7996572 8.7417440 11.5333497 10.5540369 8.4125842 9.4571982 7.9257069 4.0978889 9.4536793 NA 0.7759355 10.7899802 6.1158094 9.6768266 8.7871869 11.1324117 10.7885843 14.1418720 -0.2239803 9.4162047 9.4953486 9.3209242 NA 3.9458886 NA NA 5.0978889 13.6191938 8.6978006 6.3758718 9.8554446 5.4763979 8.0047783 8.4936361 11.0745951 9.3646744 7.2189032 11.8169343 9.6230171 11.0321684 8.7388556 5.4483856 10.6017136 9.8936028 2.3609261 10.0670038 11.4112244 -0.81422000 -0.78423000 0.02689800 0.02409000 0.00000000 0.00259890 -0.83092000 -0.80113000 -0.05566900 -0.34263000 -0.34059000 -0.37187000 -0.35604000 -0.79764000 -0.81422000 -0.83611000 -0.78423000 0.03435800 -0.82491000 0.02689800 0.02689800 0.01876600 0.00815900 -0.81731000 -0.81946000 0.00259890 0.00676750 0.00022254 -0.83092000 0.01541000 0.01541000 -0.84093000 -0.81690000 0.02717900 -0.01057100 0.01345500 -0.05566900 -0.34263000 -0.831 -0.831 0.000 0.000 0.000 0.000 -0.817 0.000 0.000 0.000 0.000 -0.801 -0.801 0.000 0.000 0.000 0.000 -0.814 -0.814 0.000 0.000 -0.827 0.000 -0.784 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 -0.823 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 -0.372 -0.831 -0.831 0.000 0.000 0.000 0.000 -0.817 0.000 0.000 0.000 0.000 -0.801 -0.801 0.000 0.000 0.000 0.000 -0.814 -0.814 0.000 0.000 -0.827 0.000 -0.784 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 -0.823 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 -0.372 5.7066963 12.1757717 9.8176189 11.4974862 9.4607084 1.7759776 1.3609261 10.4252159 10.8357841 -0.2239803 6.6463240 10.2230430 10.5424887 11.3674821 4.4764011 5.7759592 7.3228538 8.1811011 5.5038798 9.1379036 6.1853512 9.7927680 -0.2239803 10.8474221 9.4448447 12.1512707 11.1096742 1.3609261 10.3656109 10.2209746 13.8809622 3.9458886 6.7871869 8.6401459 2.3609261 10.2817713 8.5736214 8.9483871 9.0659786 NA 9.5961387 8.9508854 9.6692612 9.0865726 0.7759355 10.1213650 7.2597753 6.1509983 5.2678129 7.8527754 6.1158094 11.5784761 13.9981509 8.9558687 12.5051556 12.6196845 5.9458839 8.6025081 9.0544092 3.5833145 9.8554446 10.4404070 9.5945418 10.5106693 11.9592849 9.4677032 7.2758060 2.5833265 1.7759776 9.3267065 7.9358310 11.8815409 9.5490989 12.7801802 7.8581085 7.8792475 6.4196720 13.0665546 6.7184740 14.3822493 11.0011490 7.1938121 12.0607838 10.2456015 NA 10.6532439 8.8766219 9.5507468 9.2333407 7.4125842 6.4902059 9.9142316 11.9490122 6.6088492 10.8073164 5.6339397 8.0567304 8.0520844 14.1379624 10.8640854 11.0865725 3.8634231 1.3609261 NA 11.9045985 11.1618221 9.7470577 6.1853512 9.5961387 12.2904272 12.1268989 8.3228543 10.9483872 2.0978804 11.6970568 7.0520844 5.3305476 8.5703756 12.2354118 4.1682810 4.2995231 10.6001150 8.6616563 10.5375110 9.9180669 3.8634231 12.0831605 6.0622858 6.2516926 6.3715536 7.4483848 9.7815843 10.0717286 9.1379036 9.7066970 4.4198153 10.5308473 8.2916597 4.5308448 11.9908859 10.7133336 11.3257444 11.1911733 4.8203526 7.6339405 2.0978804 13.8492076 7.3305485 7.9508854 8.6888489 10.4000972 13.4936362 -0.2239803 10.1509992 9.1379036 10.1280031 11.8723454 8.0520844 11.6428523 11.7018850 9.7815843 9.6858527 10.2896873 11.2323141 6.6586028 10.8024832 10.2906738 NA 9.2637997 NA 8.6555429 11.7416755 8.6828503 -0.2239803 8.0047783 7.0520844 10.6760718 TCGA-BP-4335 65 1 461 461 kidney stage iv t3a n0 m1 19-3-2015 female 2003 450 NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7694910 10.0008402 8.5976589 0.6203987 12.7139617 7.6853915 11.9144253 0.6203987 1.9877574 7.4783603 10.4309507 9.3448928 10.6565527 8.6810750 11.8061837 9.3173466 11.1687193 8.7025280 4.2053378 10.0094726 8.4115419 7.6538024 12.0983902 NA 7.4783603 -0.3796951 NA 10.3491498 10.3216855 7.4212789 3.9423081 8.8730445 9.3482995 11.5969432 10.9535344 10.5053127 9.8114383 5.5030211 6.3068801 9.7131361 8.5060755 11.2072188 6.0466438 10.9652298 10.7990439 1.9423081 10.4540598 9.8322674 10.0971252 10.2989792 8.1202249 5.8871646 10.3682783 8.6756614 8.2533743 5.2928038 2.2053299 9.4325563 8.7262877 2.2053299 7.1902346 8.8395474 1.9423081 11.4425515 9.2785905 3.4277402 10.5468826 14.8703073 11.0961125 10.0094726 15.7086083 8.8895058 8.8941748 6.0126960 9.9355286 7.6316063 6.4017380 2.2053299 9.1634109 9.8611704 9.0591708 9.8953396 8.1162343 8.1826213 9.1749679 6.7078423 13.3532884 11.1916576 NA 11.3668933 10.5329915 8.2387644 NA 4.9057793 11.6172056 8.8273932 9.0859454 7.8587836 7.4212789 11.6496662 9.3499997 11.2906945 4.8298343 8.7852860 4.2053378 0.6203987 9.9845137 6.2053417 8.3885633 9.4516863 10.8830612 8.4437463 8.9691073 9.4674364 11.3317190 9.5242608 9.7445004 12.1617177 4.3208168 11.1774071 10.8310504 9.9877938 9.6496663 9.5658230 1.9423081 3.2053456 3.3208168 -0.3796951 7.9867010 14.2763569 7.5332682 13.1428380 9.5919227 9.9986739 4.4277335 7.0633228 9.2369278 10.7282500 9.2240053 11.4278346 10.4212790 8.8848216 10.9241598 5.7701260 4.5745738 2.6203753 1.6203987 10.4269287 13.8321913 9.8503994 11.1458999 9.2910353 8.2240055 11.0638406 8.3173466 10.6986699 9.7990439 9.4922842 9.3016174 10.9271186 9.8503994 8.4469274 11.2216856 12.5151968 11.0596905 9.0961124 9.3132211 3.4813377 11.9326948 9.0040834 10.4861123 10.2615276 10.4752475 NA 8.1826213 11.3694104 10.7563769 7.0389058 11.0792982 9.1595379 10.7031934 8.3482997 10.0767334 11.1172328 10.0664284 8.0155277 3.8683114 7.2857148 10.5811050 3.9423081 9.9779310 8.3885633 6.8200513 13.1023046 9.4953604 8.6756614 10.9423071 10.8377310 9.3414781 10.5613973 9.0445452 10.2396819 6.8298318 1.2053299 11.1041948 6.8298318 2.4277402 6.3482997 4.5272706 10.3593157 7.2053417 10.1706160 7.0246687 6.0297709 2.2053299 1.2053299 10.7210414 10.4532691 11.1375563 12.1318846 7.7025280 8.4968961 6.0618302 11.6941859 11.2188968 11.0487392 8.8965035 10.3835914 11.2741198 0.6203987 8.2314036 -0.3796951 2.2053299 9.8273934 8.9445595 9.4469276 8.7827702 9.8988285 12.9559090 14.6845323 -0.3796951 10.9167218 11.8040144 9.8479950 1.2053299 4.6203811 0.6203987 -0.3796951 7.0040834 14.5114032 10.5570169 7.6203789 11.2029915 NA 8.7650374 8.7521073 9.4564294 9.5392422 7.1348955 10.9298554 9.7445004 11.0303003 9.8212776 7.7852857 10.7438538 9.1921318 4.7496630 9.3220494 10.7432070 0.0031910 0.0000000 0.0046334 0.6268500 0.3433900 -0.0442800 -0.0209780 0.0034687 0.0090312 0.0105640 0.0105640 0.0105640 0.0093098 0.0031910 0.0031910 0.0031910 0.0000000 -0.6675300 -0.6675300 0.0076392 0.0076392 -0.0226060 -0.0071958 -0.0142280 -0.0224240 -0.0442800 -0.0272610 -0.0272610 -0.0201380 0.0019418 0.0019418 -0.0154660 -0.0154660 -0.0368100 0.0278730 0.0141900 0.0090312 0.0105640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.331 0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.331 0.331 0.000 0.000 0.000 0.000 0.000 0.000 5.574574 11.410320 9.214704 12.210030 9.710492 NA 4.012694 9.557017 11.067462 2.620375 8.545192 7.242431 9.540732 12.555360 7.249735 8.059171 6.718411 7.824950 8.478360 8.450102 11.090021 10.346597 6.739320 8.271431 9.421279 10.366893 10.238765 5.079809 11.561060 9.102178 11.962415 2.205330 6.278591 7.459582 8.371923 10.699197 10.069528 10.369410 8.527270 1.205330 11.145410 8.440558 4.905779 10.491514 4.977930 9.130154 9.714457 6.515197 7.681075 10.048739 7.780250 12.591923 11.339768 9.884822 13.773535 13.163048 7.459582 8.942307 9.224005 7.128174 9.565823 9.034007 7.653802 7.765037 13.319626 9.257004 9.353394 5.977930 3.620375 9.851600 8.249735 14.188870 10.856991 12.161718 9.634400 7.631606 7.868497 10.461943 12.187622 15.203873 11.427835 10.873636 13.850249 10.529522 3.527271 11.137556 9.222150 10.578207 9.075706 8.446927 8.395166 9.965784 12.590125 10.792807 11.194026 3.205346 6.046644 5.810204 14.193431 10.893009 12.850399 6.829832 4.079813 NA 10.499196 12.639275 11.076795 7.707842 10.697862 11.378602 12.538870 11.168719 10.009473 7.642747 10.854598 10.745147 6.924159 9.992156 14.222606 8.506075 8.038231 12.483344 8.865932 11.370667 10.787170 2.427740 13.468122 5.978987 6.551116 9.503007 10.121221 8.147856 10.229558 8.532160 9.257004 5.707842 12.323417 9.877767 9.122216 10.753521 10.598374 10.003003 11.318650 4.574574 9.731515 7.021259 12.803602 7.960229 8.059171 9.291035 9.482985 12.549637 9.546675 9.209094 4.905779 11.369410 10.652983 10.816981 13.102305 10.862958 9.730210 10.239682 10.906359 10.711153 6.515197 9.748373 9.539242 1.205330 4.478357 1.942308 11.184529 12.739941 8.827393 5.235088 8.765037 8.358471 10.208157 TCGA-BP-4337 76 1 2 NA kidney stage iii t3b n0 m0 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.4113559 12.2718094 8.5904838 10.9906425 9.2154704 6.3337726 10.4691919 8.7135106 9.2810106 13.6714183 NA 4.9213887 NA -1.1661789 10.3880364 10.4188899 7.9502713 5.2262465 8.8423560 9.7347941 10.6517104 10.6408796 10.1129575 9.8465519 5.9319596 9.8632145 9.6872369 6.6412816 10.2057039 8.6315889 10.1581079 10.9207270 3.0818509 10.6481092 9.0901360 10.4678307 10.2111378 7.8618332 7.7498064 10.3013902 9.5256707 8.5618477 8.2538877 1.4188916 9.3633579 9.2316018 -0.1660170 6.7468166 9.8133525 3.7408197 10.4504762 8.5533160 6.2933594 10.0779878 12.2576998 10.8601049 10.2601921 15.1389737 7.8783213 9.9741180 5.2768726 10.4343048 7.5888151 9.0384985 3.8818114 8.7587399 9.8500391 8.9874795 9.6120045 7.8946232 8.2305321 8.0113469 6.2176321 13.3902537 10.7775410 -0.1660170 10.9408174 11.7279948 9.1434036 NA 7.0818551 11.2892545 8.6887958 9.2496691 8.2089669 9.9411445 11.3609155 8.5601456 12.8539966 3.2262465 7.4596365 3.9213887 NA 9.5045836 7.2390686 8.6841143 9.7572548 10.6485098 8.9988344 10.6144671 9.4104117 11.1871762 9.7873962 9.9944291 11.7349828 5.6794182 11.2960103 10.7735065 10.6809846 11.1533172 9.7180979 -1.1661789 4.7646646 4.2933558 NA 8.0889557 14.3419387 4.1914758 13.4715145 10.2491410 9.9187357 3.6919138 8.0818546 8.8687263 10.6747052 10.7822945 11.2167080 9.8033139 7.6021116 10.6802013 6.9372149 1.4188916 7.1007138 NA 9.5694833 13.9396313 9.2390688 10.7801025 9.3277828 6.7646646 10.4463351 8.0818546 10.0148186 7.5063528 9.8919190 7.9398360 10.3578273 9.7019782 8.5116471 11.1779458 12.1616203 11.1109241 9.6356356 9.5237768 4.6879229 12.4457590 9.3247782 9.0711373 10.5356670 13.8364347 1.4188916 8.2326708 11.1867984 8.1887936 9.0392931 10.7415691 8.4723631 10.3889957 4.7408197 9.8694137 11.3906728 10.2208675 8.8596898 5.7527914 7.7104442 9.8728463 1.4188916 9.7438204 9.2348067 6.3653093 12.6677069 9.9625661 9.3730861 10.9070647 11.1867984 9.4009328 11.5421836 9.4217049 9.9509209 7.6054165 2.9213982 11.3409786 6.4188899 5.4921384 7.7793714 2.2933705 10.1637236 6.3015328 9.9567553 6.8479481 5.2768726 -1.1661789 2.2933705 11.0259119 10.9213901 10.9693160 11.9303130 8.9593407 8.8847554 6.5038750 10.7928425 11.0558165 10.2165514 8.1422664 9.0372754 11.2528341 0.4188916 8.7150412 -1.1661789 -1.1661789 9.9982058 7.3417216 8.5686368 8.9463668 9.9502713 13.0375047 13.3579792 4.7408197 10.8803692 11.7655882 10.1048066 4.6152868 3.4188916 1.4188916 NA 6.2601913 13.8164753 10.0537008 7.1146981 12.2207329 -1.1661789 7.8645947 8.5668749 10.4970407 9.5669426 6.9836743 11.3713884 9.6120045 11.0063548 9.2530658 7.8590670 10.9060599 9.2664692 4.3621893 8.4071959 11.0963158 -0.0056757 0.3377200 0.2358100 0.3495800 0.3404700 -0.0138150 -0.0186280 0.3466500 -0.0099565 0.1439900 0.1439900 0.1439900 0.1439900 -0.0110600 -0.0018014 -0.0132710 0.3377200 -0.3061600 -0.3082400 0.2358100 0.2358100 0.0000000 0.8814600 -0.0084385 -0.0119320 -0.0138150 -0.0091286 -0.0091286 -0.0186280 0.3425800 0.3425800 -0.0022168 -0.0022168 -0.0315880 0.3335100 -0.0349040 -0.0099565 0.1439900 0.000 0.000 0.338 0.338 0.348 0.348 0.000 0.000 0.347 0.334 0.334 0.000 0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.333 0.333 0.320 0.342 0.338 0.338 0.236 0.236 0.000 0.000 0.881 0.881 0.000 0.000 0.340 0.340 0.000 0.000 0.000 0.000 0.144 0.144 0.000 0.000 0.338 0.338 0.348 0.348 0.000 0.000 0.347 0.334 0.334 0.000 0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.333 0.333 0.320 0.342 0.338 0.338 0.236 0.236 0.000 0.000 0.881 0.881 0.000 0.000 0.340 0.340 0.000 0.000 0.000 0.000 0.144 0.144 5.691908 11.618562 9.331779 12.580127 9.199156 1.833943 4.764665 10.092493 11.215189 -0.166017 8.028684 3.588817 9.078291 13.951652 7.734794 7.072332 6.053096 7.276871 7.836742 8.023752 8.394260 10.205704 2.740820 9.038498 9.937871 9.458723 9.628343 8.086593 10.458723 8.639671 12.623498 2.534360 5.952869 7.572020 2.740820 10.282560 9.9040482 10.2675127 8.9067298 0.4188916 11.0851138 8.3692025 5.4777842 10.6037651 4.4777809 9.8796869 9.6895745 7.3417216 7.3015328 9.0663484 7.9398360 12.5482802 11.0482465 9.6707667 13.3560184 12.9144950 6.3574887 8.1826556 10.3545460 7.0433806 9.8325177 9.4714578 7.8140671 8.6872367 13.1155676 8.5652464 8.9988344 6.9836743 4.1193313 10.4094666 8.7378091 12.7165704 10.0782912 11.7349828 8.8268656 7.6348270 7.8750391 9.1782231 11.3212649 16.2861847 11.2167080 11.2615021 13.3799174 10.2856536 2.4188916 10.9097407 10.3232736 9.9906425 8.4795859 8.5116471 8.0699416 10.1239461 12.0282225 9.4831836 10.7123615 5.2089659 7.1914797 4.5888166 14.0614662 10.4939232 12.5698006 8.5412864 -0.1660170 NA 9.9683536 11.8996800 10.8775186 7.2133055 10.5563079 11.704870 12.368717 10.990642 10.469192 6.568637 10.350612 10.153035 7.585471 9.516044 14.543217 6.641282 8.437554 11.770733 8.924040 11.522615 9.811923 2.534360 13.802009 7.769269 6.448637 8.623428 9.443106 8.776442 10.038498 7.872847 9.013836 4.588817 12.460777 9.553316 9.563548 11.204615 10.483183 10.248613 10.853865 4.740820 9.802594 7.588815 13.111683 7.942452 6.441258 9.327783 9.720927 12.407456 7.782295 7.908069 7.195871 11.186798 10.425917 10.000090 12.667707 10.764295 9.979223 9.950921 11.315979 10.125674 6.758740 10.033600 10.143972 1.833943 NA -0.166017 10.471911 12.091159 8.751299 3.003854 7.864595 7.392348 9.753536 TCGA-BP-4338 43 0 NA 2859 kidney stage i t1b n0 m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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10.66598738 5.03094075 11.27287095 9.68977194 9.79797256 10.93233126 7.14762215 9.46665526 10.48904844 10.48754222 7.95239240 4.63665942 4.59484112 9.46011899 8.50031608 NA 6.55722626 10.12346704 6.88241685 9.16648172 7.11100418 2.89969769 10.44860500 11.72321399 10.63375950 9.16558916 15.53695608 5.98311218 6.16558840 2.41427086 8.83043249 7.80887410 5.60540840 2.09234277 9.50878595 8.74578254 9.55994564 9.51720619 8.02504707 8.05812435 8.61328632 5.82026067 13.49005937 12.34362532 -1.49248441 11.37098322 11.54608064 8.13308671 NA 7.81343939 9.39688173 6.93364227 9.15932619 8.60540988 10.17004610 10.18509731 8.81001662 13.39757401 -0.49268740 9.07438314 2.31472552 -1.49248441 9.65839413 4.06196624 8.06388363 9.91145476 11.21839928 8.01318922 11.68167924 8.52835760 12.61722790 9.41201235 10.20825082 15.38277907 0.09234277 10.75546238 10.61066546 10.41951856 10.48322568 9.54492465 NA 3.31472552 4.59484112 NA 5.81115759 14.66464565 1.50736335 10.43144788 9.82026067 9.19387817 5.15123375 6.47892167 12.66638174 10.96424541 9.42773061 11.92777219 6.74099770 10.56333786 11.39840184 0.50741410 2.89969769 2.20783040 0.09234277 10.54835223 14.78724212 8.07343145 10.56266010 8.95446097 4.31473277 9.30503913 8.88133027 8.57296885 8.39154821 9.68043021 4.09234277 8.98312130 9.95549401 8.16558890 10.40219540 12.43931551 12.90190735 8.49179619 9.31070161 3.15814310 11.84889651 9.29609600 10.17049095 9.89324009 11.19715728 5.87370002 6.58419286 11.06699375 8.18814175 8.28525748 12.78872818 7.94200595 11.39992050 9.21559949 9.83268309 12.20010215 11.10333443 8.17718380 6.07723232 9.02799637 10.48573061 NA 11.11978549 6.57346693 7.31150856 12.10682564 9.47532447 7.40219519 10.96629686 9.46737955 8.73258499 10.91791914 9.33472044 9.66156292 10.81543221 -0.49268740 10.34145366 2.82930160 3.11973797 11.96565610 5.23529817 10.76240621 4.52974600 10.75171175 6.85411287 4.61590473 -1.49248441 NA 10.94278748 10.50031598 10.67824167 10.53009221 10.57548413 8.92184094 6.39148763 9.74219506 9.76299636 10.85139613 9.30665938 9.70520867 10.37388383 -1.49248441 9.80486719 0.09234277 NA 9.32196010 7.45282191 9.89593315 8.45135743 9.36535857 10.00123309 11.06292545 0.09234277 7.57615628 12.27742207 11.08999012 NA 4.59484112 0.09234277 NA 6.62111999 14.50442481 9.37078961 7.96475845 10.91809399 NA 6.57884062 9.55578280 9.84667101 8.54903685 6.66724924 12.00085789 9.48608805 12.02332384 10.08386196 7.24546999 8.32755669 7.16915536 3.15124187 6.98311104 11.34992446 -0.07539600 0.48372000 0.52906000 1.20520000 1.07140000 0.49718000 0.49217000 0.00041593 0.04018500 0.10424000 0.11536000 3.65690000 0.11096000 -0.57516000 -0.08317000 -0.07539600 0.48372000 -0.71908000 -0.69758000 -0.69758000 -0.69758000 -0.08107300 1.05460000 -0.06772600 -0.06705600 -0.72031000 -0.07561200 -0.04970000 -0.05237100 -0.09636900 -0.09636900 -0.09578000 -0.09578000 -0.07960900 0.17739000 -0.67662000 0.04018500 0.10424000 0.492 0.000 0.000 0.000 0.725 0.725 -0.106 0.000 0.000 0.182 0.182 0.000 0.000 -0.677 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5.562661 13.005042 6.248844 7.592186 7.496062 2.414271 12.373980 8.048474 12.534160 7.724124 15.382779 9.084807 8.067711 5.765803 11.038759 11.655378 17.346095 11.927772 12.777016 14.249134 11.266017 5.390021 10.994967 7.065798 11.114939 7.623721 8.165589 7.581519 10.890812 12.664251 9.911987 11.753965 7.540801 6.207817 4.314733 14.139462 11.218614 11.876430 7.639234 NA NA 8.240393 13.239068 10.684779 7.615902 10.846114 11.6549006 13.0904017 9.5538195 9.8002745 6.4021952 6.9585887 10.4792804 4.4381132 9.3884916 14.5927155 6.4673789 3.8996977 11.9311449 8.1275977 11.8790182 9.9513573 -0.4926874 13.7286627 7.3215755 6.7788407 8.6571630 9.0002322 8.8594211 10.5245341 7.0387588 9.0131892 8.4232571 10.8739731 8.9749832 9.7805905 10.8097310 10.9621910 10.2151682 10.6356943 1.9667996 10.1718249 5.2078187 11.9254991 9.7457824 6.3211597 8.9544610 9.8880444 12.2628912 5.9503214 8.0561998 7.9357379 11.0669938 10.9191535 10.9947153 12.1068256 10.9349524 7.0960921 9.6615629 12.1197855 9.8937952 4.9503191 9.3762003 9.6443688 -0.4926874 -0.4926874 -1.4924844 9.9013044 10.3372906 8.9409631 1.6773053 6.5788406 7.9668094 9.4462221 TCGA-BP-4340 70 1 562 NA kidney stage i t1b n0 m0 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.6930492 10.3552863 11.0020079 9.3003789 11.6030779 10.6535771 10.1412587 9.2780110 8.5128329 4.9864974 11.5723532 9.0157961 10.1746645 9.8251393 11.3499608 -0.1814766 8.0409719 11.3974238 9.6853585 8.6963135 11.9969330 9.4886453 11.8624041 3.1405006 10.4259097 11.0397637 9.9581307 7.8921676 4.6086555 6.7374421 10.8439496 0.2336427 9.9640870 7.6827657 7.5845559 12.1923508 8.7483311 9.2691033 10.4657379 11.3878020 9.5396786 10.8466328 8.5453653 10.1691502 7.7805116 1.8185643 11.0488000 5.8989532 0.5555217 8.9683264 3.5555462 11.2330885 6.6640689 8.6699951 5.3549422 4.5734654 -0.7663573 -0.1814766 10.9941289 10.5670518 11.8476365 11.6280795 11.6128598 9.5256107 6.5530625 10.4699301 10.0958668 11.4183373 9.5293858 10.4206596 11.7327153 -0.7663573 7.8110458 -0.7663573 0.2336427 9.5004033 8.2559845 7.8223312 8.3909638 9.0457941 12.9791862 14.1224790 1.8185643 10.7853251 12.6717589 9.6651145 -0.7663573 3.8483275 NA 1.6930520 7.8464852 15.1409183 9.3050793 8.7996708 11.4858388 NA 8.4357407 8.6067757 9.6135366 9.8316694 6.8846687 11.3512599 10.4104133 10.9905901 10.2361576 7.4744085 9.2329123 8.2956629 5.8503869 8.1600908 9.4029155 -0.00318590 0.56743000 0.00124810 0.00249690 -0.01298900 -0.71764000 -0.00899060 0.02023900 0.02525000 -0.06705600 -0.06705600 -0.06705600 -0.07631300 -0.67205000 -0.70359000 -0.00318590 0.56743000 -0.70801000 -0.70801000 -0.70801000 -0.72306000 -0.00553750 0.00499690 0.00000000 0.00000000 -0.71390000 0.01056400 0.01056400 -0.01105500 0.00061404 0.00061404 -0.01009400 -0.01009400 0.01544700 0.03002900 0.02862200 0.02525000 -0.06705600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.701 0.000 0.567 0.567 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.714 -0.714 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.701 0.000 0.567 0.567 -0.708 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.714 -0.714 0.000 0.000 0.000 0.000 2.7571726 12.2877124 9.5955607 14.5495094 10.0954792 NA 2.9885029 9.7713206 10.3590303 -0.1814766 8.5190189 5.2336158 9.9139763 12.8932783 5.8702414 6.4184919 6.8882525 5.6173220 7.0345173 9.3224050 8.9444233 10.2378373 4.5190197 8.8556687 9.8506251 10.4794666 7.5027435 7.9801310 11.5332542 9.3922266 11.4713392 5.1994014 7.2051608 7.1314619 5.9547151 10.4630365 9.7254699 10.7584034 8.3896997 -1.7666027 11.2307964 9.1797922 4.3833656 11.0272201 5.5645336 9.4072939 9.5928173 6.5143874 6.8738624 10.1994012 8.3303321 13.3622959 9.5611695 10.2953256 13.3700073 12.8355617 8.0441886 7.7552174 8.9984883 5.6682440 9.3090959 8.6472447 5.9271047 3.6259367 13.3534091 6.9615377 9.9809707 6.6682454 1.2336427 10.5586412 9.2385394 13.3493514 10.7468509 12.8819183 9.8138754 8.7103632 7.1557846 6.6598818 11.1339176 15.4571284 12.3764770 11.4302190 13.2102257 10.7569338 1.2336427 10.7022409 11.4420036 10.7456165 9.1986795 9.3003789 8.2251385 9.9897562 13.0843897 9.2861849 11.0257931 7.5712384 5.4234403 6.8774731 13.6083205 11.5332542 13.2079866 6.8629733 -0.7663573 NA 11.8048955 12.0733127 11.6297520 7.4455049 11.1746645 10.826307 13.261005 11.260140 9.947003 6.398523 11.585660 10.516705 7.143510 9.800622 15.977139 5.321080 7.983486 12.510657 9.954716 11.681604 10.576525 2.140517 14.336413 6.633130 5.855668 9.470564 9.116260 9.159913 11.169887 9.054554 9.056116 4.066511 12.543946 9.985997 10.783883 10.389384 10.645922 9.705292 11.735330 2.321091 10.045794 4.014980 12.863513 9.433903 8.222302 9.186358 9.343630 12.941892 4.555546 8.641947 3.693052 11.397424 10.505663 11.272021 12.192351 11.338052 9.564534 10.169150 10.334608 10.874899 4.233620 9.792038 9.244145 1.403540 8.135992 -1.766603 10.967691 11.685754 9.737443 4.643008 8.435741 8.413526 10.540818 TCGA-BP-4341 67 1 1589 NA kidney stage iii t3a nx m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 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1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 1.352509e-06 4.161568e-07 10.8277462 9.7108240 6.3328905 -0.2520541 11.3274797 5.3710047 11.8138490 -0.2520541 3.0109588 8.9203555 11.1337904 10.2724698 10.7820392 8.3863639 11.6113400 9.9916971 10.9896133 9.0076712 1.0698396 10.3450495 7.4587347 7.1541325 9.6267454 NA 7.6336245 -0.2520541 NA 10.6922741 10.3962856 8.0076715 1.5552763 8.5536719 9.5704988 10.8726956 9.9303224 10.2943402 9.5210672 5.4203544 2.9958644 9.6213722 7.2437833 9.8887579 3.9178518 10.8858797 10.3699798 2.7479244 9.7479281 9.3872688 10.1186154 10.1710439 7.9791491 7.6875073 10.6655239 8.5965509 8.0877779 3.2073619 0.3328511 9.1445328 8.4994720 -0.2520541 6.5488281 9.0482806 4.0698568 11.9055908 9.8180489 6.3328905 10.3408335 13.0450593 10.4322384 11.3070661 16.1482071 8.7895871 9.3571068 6.0053169 9.9414534 7.6213721 5.6059091 2.7361502 9.8413456 10.5144818 8.9166002 10.3135062 7.3663135 8.2577032 9.1413186 7.0562670 13.6873695 10.6738533 3.0698568 11.3571068 9.8329291 7.6366710 -1.2522259 4.6786635 11.8490830 9.3015572 8.1466715 7.4893952 6.5358306 11.0548441 8.3663135 12.2171679 4.4483658 8.7882178 1.5552763 NA 10.0670356 7.0743577 9.0999716 9.7316342 10.6808809 8.4535604 8.3552581 9.1359452 11.3612939 10.0182234 10.4030115 11.8183845 1.3329084 11.2575818 10.5748737 10.0344858 10.0794049 9.6128880 -0.2520541 4.5292900 5.2870881 -1.2522259 8.3571068 13.9243350 6.4758485 13.3423110 10.0082596 10.1778578 2.2073619 7.4552869 9.9573814 10.6503031 9.7158747 11.4747295 10.1789032 9.6510567 10.8173778 4.5552824 2.7479244 2.7479244 1.7479459 9.1434623 13.4781859 9.4265281 11.6142411 9.0721085 7.9476001 10.7133516 8.6904426 10.9820029 13.7260128 10.0182234 6.4061404 10.5085981 10.0011847 8.2986748 11.4258679 12.7773878 11.2736935 8.7108240 9.6364278 4.4408592 12.1929429 8.9561624 10.4168130 9.9290802 10.5152849 -1.2522259 7.9958553 11.1391716 11.1872733 8.3285071 10.8791420 9.0619446 10.5681070 9.3130302 10.4685998 10.6951997 9.8373785 8.7013096 3.7923244 7.7479278 10.1386344 4.3025165 9.7101011 8.4168131 6.5161129 12.8847590 9.3980823 9.1262228 11.0599601 10.4052465 9.4114862 10.9844625 9.2236615 10.0286988 5.3772834 2.7479244 11.1773348 7.0005939 7.0420894 6.0240515 4.0333261 10.1525375 7.8772111 9.4406655 6.0330529 4.7479298 0.3328511 -1.2522259 10.8610190 10.2581977 11.0056105 12.5987009 7.9278372 7.9377528 5.7601624 11.8629717 11.0816425 11.0333303 8.6919078 10.0135431 11.2552272 -1.2522259 8.4604551 -1.2522259 -1.2522259 9.7223425 8.6563208 9.1551957 8.5309264 10.3566449 13.8245767 15.3200213 2.8353986 11.2945814 11.7351920 9.8106487 -1.2522259 4.5808208 0.7479459 -1.2522259 6.8668697 14.5589013 10.3827391 7.5520588 12.2878138 0.3328511 8.2537397 8.4958023 9.9500519 9.6734824 7.0922244 11.0754807 9.8314073 10.5378692 9.7137123 7.6875073 10.9610322 9.4800954 5.0542624 9.5481809 10.8499037 0.00023506 -0.00318590 0.00388540 0.00485790 0.00360760 -0.00097017 0.00430210 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6.4621734 6.5358306 6.7535524 7.9743400 7.6992129 8.4361785 11.2254333 10.1882781 -0.2520541 9.1720944 9.0676003 10.6004576 7.9815479 11.1240534 10.9200430 8.0263774 12.2175444 2.6548250 6.6727407 7.7923224 7.7977763 10.3561829 9.7493362 10.4656045 8.8485904 0.7479459 11.0701379 8.9352800 4.3917815 10.2170610 3.7021256 9.5350144 8.7799737 7.1699931 7.6904422 9.8446432 7.1402459 12.3916715 10.9878248 9.8571058 13.4444609 12.9288473 6.9128355 8.4877086 9.1825562 4.1054769 9.5243611 9.2277083 7.0562670 4.2073619 13.1505404 9.6059091 9.7584561 6.3403842 5.1054811 9.4707355 8.8234070 13.2552891 10.5276474 11.8183845 9.5593027 7.4690272 6.5760640 10.3510907 10.9140911 15.6041104 11.4747295 10.8317397 13.2954853 10.3286577 2.9958644 11.7201899 8.8976752 9.9821467 8.7758341 8.2986748 8.2517536 10.1413185 12.4882358 9.0664708 10.9680010 2.8353986 6.4552878 6.5996763 14.2771530 10.6551943 12.5314379 6.4690280 1.7479459 NA 9.9579905 12.2967499 10.9626600 7.3478410 10.5185919 11.396510 12.236019 10.989613 10.345049 6.114250 11.074077 9.050567 6.051709 10.043123 14.329242 7.243783 6.957382 12.728372 8.805920 11.108775 10.594202 2.654825 13.758281 6.051527 5.362638 9.327744 10.074358 8.749336 10.084435 8.583979 8.985592 4.502814 12.937907 9.608239 9.286117 11.082201 10.454856 9.909690 11.326301 4.140247 9.369064 8.231744 13.214730 8.056267 8.296750 9.072108 9.562847 12.721805 2.207362 10.162613 5.332890 11.139172 10.695930 10.519417 12.884759 10.594594 9.168941 10.028699 11.295546 10.737947 4.420354 10.108775 9.900847 1.917852 7.115823 NA 10.207872 13.361156 8.820731 4.747930 8.253740 8.042549 10.064775 TCGA-BP-4342 79 1 2256 NA kidney stage ii t2 n0 m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.18368810 9.93851031 11.08363330 8.64167788 12.01660903 7.73958824 11.60564503 10.01326753 4.73478548 10.45177808 8.74317833 9.78491730 12.77334041 NA 7.75626675 0.09098889 -1.49410907 10.48860558 10.28691833 7.88100809 4.71542118 9.69084378 10.04803301 10.27208328 10.78818813 10.22150157 9.45870968 6.82338125 3.63525522 10.06391072 6.74914270 10.18852419 4.82789522 10.42110093 10.93170891 3.14982840 11.19115529 10.07107053 10.44113350 10.49571774 8.28568796 8.92276605 10.47346498 8.48324826 8.20467335 6.59872548 0.09098889 9.90791455 9.44481302 0.09098889 6.55036202 8.91429812 2.96539644 10.15477546 9.25918514 6.65571532 13.42044611 11.98094187 10.58978015 10.98018143 14.94824786 7.99179789 8.26252477 5.62491094 10.41586153 7.36394987 8.47030949 4.20168090 7.03344503 10.17705396 8.85801178 10.10588128 8.67087538 7.95923925 8.91959632 6.79137130 13.84303282 10.75300593 NA 11.63299552 10.08421378 10.13076398 NA 6.46016426 10.48967469 8.29387118 10.03148935 9.09374608 9.71603095 11.41229541 9.44701605 13.41376845 4.12067542 9.19858402 -1.49410907 NA 9.52277669 5.35145872 8.49607241 9.55445532 10.80632108 8.66078675 9.34438446 8.56936349 11.17727514 10.04318686 10.85275920 11.38190974 2.09092116 11.34997786 10.84359040 10.14259315 10.40758963 9.83352106 -0.49410907 3.46016589 5.32614901 -0.49410907 9.51089113 13.76773286 5.01376149 7.17485380 9.36394944 9.49394309 3.67589495 7.26419204 11.07866867 11.20184922 9.83576479 11.53472065 9.68774187 8.67839591 10.75774676 6.74437372 7.69579273 5.97357454 -0.49410907 9.69393904 14.25772173 8.79483464 9.80860740 9.49961452 7.92171005 10.65857024 8.22364506 10.58770158 8.87338320 8.87010328 7.12435399 10.34223193 9.88588836 8.59475679 11.26064725 12.29845378 10.93511362 8.35771738 9.46097902 4.22898026 11.30180522 9.03637475 9.63782540 9.33806735 5.01376149 3.09093809 8.43670571 10.74765375 9.21562109 7.75429962 11.01549611 9.43448687 11.18280711 6.13532554 10.26335853 11.67008977 9.44554774 8.87759273 6.31332386 8.18192546 10.69918583 1.67590624 12.08599145 9.42334055 7.25416128 12.60950218 9.22278790 8.32135180 10.90711465 10.95898184 9.57340293 10.69951233 8.78092881 10.28075558 9.01574342 4.65571818 10.83660531 5.22021385 2.75390400 7.86352037 4.36394900 10.76953109 6.53939149 10.48658296 7.78497569 6.35145872 NA 1.09092116 10.90791462 10.46270767 11.49624977 12.55138686 9.63267301 9.27895931 5.50776927 11.76659404 10.00929734 11.56175930 9.13441400 9.43448687 10.93694367 3.41286280 7.80746441 -1.49410907 NA 9.77158356 10.50526384 9.22962950 8.50878358 9.02855009 13.33082780 13.66729722 8.84247512 10.98372671 10.07534945 9.95356834 NA 4.79026117 -0.49410907 NA 7.79368068 13.73008324 9.56801462 8.26085604 12.41745408 0.50599252 8.99481276 8.83565285 9.60728759 9.75152113 7.55309243 10.83548453 10.54762768 10.52242862 10.67373157 7.98776766 12.20803291 9.09935965 5.06254917 8.80213892 9.89935889 0.5210100 0.4730600 -0.5195900 0.5164700 -0.0113220 0.5122800 0.4825100 -0.0044135 0.4844000 0.0151380 0.0605080 0.0605080 -0.0065192 -0.5216400 -0.5216400 0.5210100 0.4730600 -0.5384000 -0.5122800 -0.5189000 -0.5189000 0.5046300 0.4908300 -0.5363600 -0.5363600 0.4913100 -0.5419400 -0.5419400 -0.5416900 -0.0220580 -0.0220580 -0.0305390 -0.0167040 0.5049800 -0.0215100 0.5403000 0.4844000 0.0151380 0.483 -0.059 0.000 0.000 0.000 0.000 0.000 0.505 0.519 0.000 0.000 0.000 0.000 0.540 0.540 0.484 0.484 -0.001 0.521 0.488 0.488 0.000 0.518 0.473 0.473 -0.519 -0.519 0.505 0.505 0.516 0.516 -0.533 -0.533 0.000 0.000 0.491 0.491 -0.542 -0.542 0.000 0.000 0.483 -0.059 0.000 0.000 0.000 0.000 0.000 0.505 0.519 0.000 0.000 0.000 0.000 0.540 0.540 0.484 0.484 -0.001 0.521 0.488 0.488 0.000 0.518 0.473 0.473 -0.519 -0.519 0.505 0.505 0.516 0.516 -0.533 -0.533 0.000 0.000 0.491 0.491 -0.542 -0.542 0.000 0.000 5.818851 12.089404 8.892909 13.084577 10.357717 3.260854 4.260854 9.940597 10.836325 1.505993 9.232187 2.313333 9.524169 11.336682 8.270840 7.944760 6.915360 7.060558 8.576089 8.580110 9.334105 11.003820 4.412856 8.568015 10.257931 10.545916 8.959239 3.029524 12.615636 9.004818 11.745090 4.338859 8.449948 7.688363 10.742880 11.101226 10.783256 10.812600 7.807464 -1.494109 11.220214 9.188963 3.932231 10.920389 5.872289 10.177067 9.720895 6.739588 6.406836 10.506321 7.698262 12.960718 10.578436 10.151627 12.892100 12.458710 7.805154 8.848043 9.957695 6.640395 9.442606 9.286508 6.561251 7.338858 12.856217 8.663315 10.440028 9.111448 3.505967 10.975356 9.312518 13.139929 10.777431 11.381910 9.986254 7.553092 8.911025 10.295502 11.275393 15.831371 11.534721 11.621337 13.514660 10.935898 1.827900 11.499615 9.046096 11.139191 9.194219 8.594757 8.746760 10.353026 12.709775 10.504559 11.312917 4.932231 7.135326 7.345172 14.651774 10.997822 12.776483 6.715471 1.090921 -1.494109 10.118837 12.477871 11.876189 7.277458 10.910046 11.8100345 12.6427193 11.6056450 10.4517781 7.5747464 10.8100345 11.2347393 7.7750953 10.2516428 13.8207379 6.7491427 6.8233813 12.8225682 8.2253574 11.3880383 10.6743272 2.5059671 14.3499631 7.2602544 7.4514123 7.8868190 9.7437760 9.3786434 10.3432022 8.7455671 9.2631751 7.1169937 12.2656487 10.8929087 10.1183762 10.9296096 10.3064640 9.8804647 11.8465140 2.5934255 10.1211383 6.1570194 13.2329481 8.6620516 6.6758935 9.4996145 9.3510194 12.0000740 6.2406788 7.4974902 5.0295324 10.7476538 11.1123737 10.4630705 12.6095022 10.6843221 10.3755623 10.2807556 11.4313374 11.2650452 7.1819255 10.5321461 10.4601648 3.2608537 -0.4941091 NA 10.5056162 10.9394522 9.7111509 2.5934255 8.9948128 8.0392980 10.9463186 TCGA-BP-4343 64 1 1912 NA kidney stage iii t3a n0 m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.589149e-07 5.201959e-07 9.1424249 10.8877316 9.2611601 NA 8.3679245 10.3432067 11.4588423 -1.1555340 2.4014120 5.2706261 8.6772524 3.7023473 9.6067444 8.8681169 13.0808252 8.5482659 9.9404187 6.3281776 7.5132475 9.4627481 9.1538388 8.6387784 13.4665859 NA 4.8216439 NA NA 8.1953018 9.3620319 6.2955743 2.4293214 13.5046370 8.8513899 9.0217820 11.7497495 11.3830364 9.7369053 6.9941101 7.0341871 9.9561502 6.6125471 11.6685257 8.2194019 9.8832814 11.6117193 4.0142839 11.3718395 10.4424149 9.7007880 10.6906364 8.2323797 5.9736457 10.4335455 9.6389001 7.9528868 10.8429529 -1.1555340 8.7315831 7.5891965 NA 7.1343811 8.6468787 4.1297611 8.7941890 10.8517402 6.6517176 12.0224390 10.3165456 12.0125645 9.6338961 13.9485107 9.1763991 12.8305600 4.5167905 8.1527016 8.1297647 10.0556424 2.6320122 7.3796374 8.3119681 9.5052496 8.8000123 9.8534912 7.6613463 8.8805362 5.8330469 12.7302495 11.4757669 NA 11.2398966 12.2039954 8.6613459 NA 5.9104521 10.5942319 6.5517221 10.2852316 9.8942110 10.3170534 9.7270056 9.0958448 12.1623685 2.4293214 8.8901223 1.4293214 NA 10.4123185 4.2366763 8.4123188 8.3037940 10.4419495 8.4737191 9.2945426 9.9941096 12.4448864 8.2831541 9.1797529 13.0673837 2.7512495 8.6654347 9.3912569 10.5400257 5.3362155 9.1964059 0.4293214 5.4293247 2.8443656 NA 5.1662896 14.2026703 8.4008683 9.9896578 9.8180598 9.5326127 3.9318249 4.6517176 12.5961157 10.9736455 8.1886586 11.7233042 7.3796374 9.4882187 11.0686657 6.5858294 -0.1556947 3.3679301 NA 10.1487137 13.9889411 9.3322024 6.5238426 10.1314977 7.4027836 9.4855112 8.0970282 7.8450666 8.5586078 9.4255629 7.0092699 10.6221273 9.7624804 10.0042338 10.7974676 11.4641240 11.3422143 10.6537287 8.8072586 3.3220435 11.5963249 9.5611820 10.0701725 10.1411295 7.5858294 8.3951091 8.4918210 11.8986276 7.3404572 7.8049144 12.3598159 8.1864372 11.2714134 8.5671701 9.9749331 12.0423470 10.9803923 7.3140856 4.6257205 6.2789902 11.0851538 -1.1555340 11.1730374 8.6224395 6.3757432 12.6483926 9.5603244 9.0501558 11.8808795 8.9064087 10.0550339 10.2214103 9.4864141 8.9131407 8.7765771 2.8443656 10.0538158 8.9851922 4.1297611 5.5308636 4.9736434 11.0196001 5.3362155 11.1466758 5.7958812 4.9318249 0.4293214 -0.1556947 9.4075588 10.3941471 10.7154976 9.8072585 9.5229626 8.4066047 5.6261149 11.0577705 10.5212010 12.2938980 9.3873942 10.4377536 9.9171650 NA 8.0779821 NA -1.1555340 9.6249022 9.0695698 9.3140042 8.6125468 8.6709111 12.6527234 12.8885004 NA 11.5081429 12.4953020 9.8130292 -1.1555340 4.6517176 0.8443857 NA 7.2237411 14.8460345 6.3757432 8.7069998 12.1961299 NA 6.2955743 9.7771235 9.6166771 9.4037396 7.6581436 11.2661643 9.2505675 11.6631444 9.7587476 8.5705806 9.8159060 7.5891965 2.7279858 6.7305462 10.4664143 0.056070 0.057041 0.056624 0.518700 0.354590 -0.233150 -0.214190 0.065694 0.070929 3.656900 -0.020350 -0.029891 -0.029891 -0.457490 0.067773 0.054101 0.080425 -0.467840 -0.464000 -0.464000 -0.464000 -0.205010 0.540620 0.000000 0.000000 -0.231310 -0.200270 -0.194780 -0.206840 -0.047202 -0.034525 -0.202140 -0.202140 -0.203890 0.052209 -0.183480 0.070929 -0.018795 -0.207 -0.207 0.000 0.000 0.000 0.000 -0.202 -0.204 -0.199 0.000 0.000 0.000 0.000 -0.183 -0.183 0.000 0.000 0.000 0.000 0.334 0.334 0.000 -0.181 0.000 0.000 -0.464 0.000 -0.202 -0.202 0.513 0.513 0.000 0.000 0.366 0.366 -0.231 -0.231 -0.195 -0.195 0.000 0.000 -0.207 -0.207 0.000 0.000 0.000 0.000 -0.202 -0.204 -0.199 0.000 0.000 0.000 0.000 -0.183 -0.183 0.000 0.000 0.000 0.000 0.334 0.334 0.000 -0.181 0.000 0.000 -0.464 0.000 -0.202 -0.202 0.513 0.513 0.000 0.000 0.366 0.366 -0.231 -0.231 -0.195 -0.195 0.000 0.000 9.3412164 10.8280686 9.8408360 11.5716448 9.5043584 7.1251334 4.1297611 8.6436441 10.7643431 3.3037954 7.7147270 5.3989523 9.4627481 14.3372797 7.9158250 8.4461334 6.9104521 7.0922899 7.8159058 8.4972076 11.3434609 9.0242715 5.7751006 8.7691750 10.3610474 11.7250939 7.6125471 6.0042340 12.6147167 8.4498420 11.8503273 -0.1556947 7.4664142 7.2452418 10.1233927 11.5170088 10.2046609 10.1441429 7.7602416 NA 9.9864695 8.2019146 8.2150500 9.3372171 5.5858309 10.3762312 9.8087033 5.2537548 6.5448022 10.9975978 7.7361462 13.7733897 11.4424150 11.0574667 13.2287415 13.5146868 7.8832817 9.3402175 10.0592886 9.7587476 9.0117807 9.1146578 9.2041121 8.9864695 13.4277391 9.3140042 7.3796374 7.9607063 7.3561148 11.9060712 9.2852316 13.1865761 6.9736457 13.0673837 8.6661363 7.9397596 6.6633275 8.7038973 10.3516616 14.9305609 11.7233042 12.4550413 14.5675701 10.5543079 2.6517061 8.8358843 10.9185039 10.9131407 9.4461332 10.0042338 7.9607063 9.4764489 13.3094186 12.0010776 11.9226801 6.2537530 3.9318249 5.0341849 14.7104791 11.4484523 12.2906704 7.2019141 2.0142839 0.4293214 10.0310957 13.2901533 10.3747590 7.6613463 11.1612096 11.308398 12.605290 9.940419 9.462748 6.120487 10.449379 10.982634 4.367923 10.004864 13.306801 6.612547 8.408512 13.084478 8.624082 11.594441 10.318575 2.166298 12.459762 7.082480 5.810147 9.144875 10.140131 8.646879 10.770288 7.968277 9.016790 8.438687 11.208771 10.167980 9.599250 10.274815 10.793460 10.102340 10.073181 5.921179 10.629406 9.262215 10.824374 9.642024 7.240967 10.131498 8.650847 12.905987 6.034187 8.973645 3.429321 11.898628 10.588776 11.839069 12.648393 11.728724 8.887390 8.913141 10.339218 10.760421 6.262215 9.056251 8.772140 3.166298 NA NA 10.400869 9.598022 9.143570 2.429321 6.295574 8.342214 9.433077 TCGA-BP-4344 75 0 NA 1666 kidney stage i t1a nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.43168950 10.46202000 8.62122478 6.16542158 9.56493161 9.26135428 11.57453024 -1.33424342 -0.06537028 6.57846478 10.93031053 8.01651415 11.00124421 8.58890236 12.09837761 8.93470137 10.89409282 8.83424696 5.59631203 10.39562024 9.02092578 8.12909906 11.22877102 NA 5.90398063 NA -0.33442531 10.08606137 9.99817082 7.29493131 3.66557469 8.78969600 9.55279530 10.48375744 10.79421358 10.97249084 8.96134377 5.48575526 2.47292961 9.92060326 5.82544730 10.35382500 3.66557469 10.51966397 11.01679004 1.25053719 11.34659346 9.82418438 10.30943088 10.66698297 7.68516577 6.73703773 10.73761021 8.81785953 8.13724990 7.12500631 0.25059782 9.92001291 8.65992813 -0.33442531 6.92767013 8.19109574 4.18913664 10.16591872 9.30491551 7.46647459 10.96591297 16.13526425 11.13648775 10.99593148 15.41346613 9.08131646 9.62774781 5.40704337 9.61394192 7.49212318 7.55127145 3.36601441 8.75436309 9.80891962 9.22303851 9.28487776 8.73703705 7.91112769 9.77409915 6.97845764 12.46879775 10.47855426 NA 11.77000970 9.88940753 7.52044346 NA 3.12500631 11.56266386 8.32021072 9.86463359 8.35382522 7.97845764 11.19646873 9.62774781 10.68620399 5.14131016 8.98637538 NA NA 10.31393227 5.49846470 9.22399540 9.35295048 10.55697873 8.36427957 8.75436309 9.67610288 11.72453888 9.41962716 9.35032331 11.26409256 1.83551990 11.06100180 10.76919039 10.11575494 7.34856971 10.01042544 NA 3.30943815 5.33800003 NA 8.20667155 13.95350351 6.33091150 11.07602611 8.39859022 9.14130812 3.91350220 5.91350220 10.54936354 11.03952741 9.63783663 11.63459785 9.69555212 8.01208870 10.86769859 8.43871410 6.28028453 1.83551990 0.25059782 9.76492250 13.79199691 9.17930228 9.45429312 10.28487764 7.35557310 10.76820666 7.85539925 10.36627019 10.20570273 9.34505479 6.18913664 10.70356777 9.74639222 9.07496562 11.39306981 11.92752273 10.63604017 9.29675174 9.02824176 4.42472730 11.18324414 9.24865746 10.43871400 9.41628178 9.47614632 NA 9.04278522 11.65159453 10.08108420 8.23670164 11.42442257 9.09602724 11.25756451 8.59926534 10.51263213 11.35076154 9.47131856 8.70905313 6.44693440 6.78451576 10.38067870 -0.33442531 9.67260196 9.29310857 7.09602777 13.18047368 9.50949574 8.29675197 11.25803178 9.89319063 10.02147640 10.34629909 8.95213260 10.16342653 7.44365223 4.18913664 11.79018076 8.22399540 2.75304823 5.33800003 4.75303753 10.54630617 7.79227949 11.34478651 5.92729442 4.64285750 NA 0.25059782 10.68516550 10.50792513 11.09236365 11.25475771 8.13521676 8.84411507 5.32720950 12.83024601 10.68620749 11.51008439 8.97732315 9.98581120 11.57565529 -1.33424342 8.00764964 0.66557469 0.25059782 10.03189690 8.50320282 8.82922452 8.86524703 9.30129292 12.74230685 14.48662620 6.06645520 12.06685428 11.86248417 10.15842931 0.25059782 6.11678684 0.66557469 NA 7.92766953 14.32888266 8.86892285 8.48575365 12.13330764 NA 8.69762059 8.78763913 9.32913279 9.82544603 8.63568076 11.17806829 9.65354930 11.34549462 9.79135632 8.78581273 11.24371150 8.73703705 4.92541083 8.07799652 9.89679587 0.00564560 0.01456300 -0.42127000 0.42399000 0.00383920 -0.00544530 -0.01671400 0.00258950 -0.00607340 -0.00253980 -0.00253980 -0.00253980 -0.02327200 0.00564560 0.00564560 -0.00156000 0.01456300 -0.43688000 -0.42127000 -0.42127000 -0.42127000 -0.00212440 0.40738000 0.00069012 0.00000000 -0.00530700 0.00099588 0.00099588 -0.01671400 -0.00060056 -0.00060056 -0.00503050 -0.00503050 -0.00101630 -0.00322900 0.02355900 -0.00607340 -0.00253980 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.421 -0.421 0.000 0.000 0.424 0.424 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.421 -0.421 0.000 0.000 0.424 0.424 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.5724653 11.9219309 9.1950052 11.7289698 10.2292477 NA 5.2354322 9.7309909 11.1244940 2.2505372 9.0043112 6.9370383 9.4477540 12.0105641 7.0187221 7.9987303 6.1891366 8.3432946 7.4436522 8.5739675 9.1321612 9.5196640 1.8355199 8.8578675 9.9914423 10.9132056 8.8516891 0.2505978 12.3068362 9.8817143 11.9908436 2.2505372 6.9920047 7.1331802 10.1773273 10.9647828 10.1876658 10.6983093 7.6627545 0.9875392 10.0308035 9.0165139 6.1085182 10.6655748 3.9875028 9.9111274 8.8991944 6.6989977 7.7450598 10.4083052 8.1930517 13.0541302 9.9981708 10.7533690 13.6904979 12.8725128 7.8325160 8.7974316 9.7819186 8.3184199 9.6768019 8.7222126 6.2124701 5.5844394 13.5825738 9.5420916 9.1514040 6.4664754 2.1250228 10.0503584 8.5558392 13.6381507 9.9288439 11.2640926 9.4493916 7.9393706 6.4878593 9.9801580 11.2926526 15.3390219 11.6345979 12.1665411 13.8434614 11.0173422 0.9875392 10.4873488 10.2411139 9.6255766 9.0907907 9.0749656 8.3112333 9.9358700 13.0431920 10.1832441 11.6086390 4.0231311 4.9693577 6.4599906 14.0588479 11.0200996 12.5940931 7.0926356 NA NA 9.7596524 12.7282955 11.2251813 7.9739137 11.2664169 11.482758 13.086982 10.894093 10.395620 6.165422 11.465463 9.995371 7.485754 10.929724 14.735801 5.825447 8.539019 13.600075 8.147374 11.662578 10.712699 2.835500 13.818097 5.217397 5.913502 9.479228 10.954441 9.511849 9.907558 8.345055 8.997611 5.932361 11.787917 9.611750 9.907558 10.453069 10.489340 9.503991 11.751545 2.366028 10.146365 8.935870 12.610183 9.084482 8.360803 10.284878 9.314633 12.715083 4.057892 9.014303 7.079203 11.651595 10.627386 11.235193 13.180474 10.774752 9.613212 10.163427 10.619407 11.001308 6.049280 9.733681 9.784516 2.835500 4.037830 -1.334243 10.750051 11.425887 9.796789 5.091839 8.697621 7.875028 10.482158 TCGA-BP-4345 62 0 NA 1516 kidney stage iii t3b n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.53.0 NA NA NA NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.1983563 -0.2756117 2.3201380 4.1167141 10.7756058 7.5155595 11.2758649 7.9265208 12.9221511 8.0190174 10.0406785 7.4143952 4.8741428 10.5706708 9.5453736 10.6043630 13.6106174 NA 5.6070403 0.7243883 NA 10.1761231 10.1621490 7.4489109 4.6312848 9.0086426 9.5333611 10.1853647 12.0561536 11.1292724 10.3331137 7.1037756 5.2321926 9.9532156 6.9817853 11.7578199 7.9483988 10.1043167 11.9900120 4.5823754 10.9556181 9.9894259 10.8065460 10.3614746 7.5761457 3.8943230 10.2430943 8.8754133 7.5792654 10.2307045 -0.2756117 10.2659776 9.2674288 NA 6.9864917 9.2856850 3.9338464 9.3008813 10.4962990 7.2751440 9.6689626 13.7907384 11.7199874 11.4669169 15.1227231 9.2132413 8.7564426 5.2001316 9.9459841 7.5572868 10.5147454 2.2379002 6.9191541 9.3491923 9.6595619 9.6973766 8.9166898 7.9981927 8.4759409 7.4283007 13.0792661 10.9720278 -1.2754370 11.5155598 10.0554762 9.7073905 NA 5.8639484 9.7578200 8.1920023 10.1996236 7.2789855 9.5413805 10.7670823 8.4489109 9.7573448 4.6070403 8.4742665 0.7243883 NA 10.0086426 7.2082129 9.4867789 9.8961992 9.0497024 8.5349685 9.9117489 10.1899634 11.3962431 9.8005445 9.8594649 10.4784493 6.5698875 10.9705645 10.4122100 9.6573499 6.7467642 10.1950558 NA 4.3682515 3.7243993 0.3094090 5.3093581 13.8129367 4.7243993 10.7345753 9.8012125 9.8433380 5.0994383 6.2635565 9.8032149 10.8220999 9.9917688 11.4709092 9.6580876 9.7370215 10.6694749 6.8118602 4.9338511 1.8943327 0.3094090 10.1678585 14.1772816 7.1210019 7.1960719 10.3678022 8.1673404 10.0709107 7.6402760 10.7428927 7.6580879 8.6742237 8.8575391 10.5517674 8.8639484 9.0929033 11.0967179 12.8389527 11.3149840 9.6039801 9.5216450 4.4558532 11.6121887 9.8523912 8.1548495 9.3446168 8.1081010 1.3093508 8.9723245 11.7192807 7.3278751 6.7939271 11.3855070 8.6055110 10.9952762 1.8943327 10.2102262 11.4595298 10.3107676 8.8998342 5.6070403 8.2809030 10.5477642 0.3094090 9.2351610 9.8517464 7.3427823 12.8125226 9.5596578 7.9216137 11.8514240 10.2067007 9.6514340 10.8869487 9.1517097 10.1889426 4.5823754 3.8943230 11.7990402 10.8568966 4.6312848 3.6312906 3.7687877 10.4946478 8.5008299 11.5261942 6.5057560 5.5317526 NA 2.6312906 11.0866147 10.8178145 11.0080641 11.3312647 7.9067914 8.2751435 5.5445750 12.9909639 10.9462861 10.9030618 8.9166898 9.6199721 10.9086524 NA 8.3261679 NA NA 10.2302084 8.3224496 8.8368365 9.1359078 9.8754135 13.7576909 14.0459023 4.3968240 11.8488414 11.0747836 10.9520129 -1.2754370 4.7243993 1.5317682 NA 7.0463252 13.3602851 8.6387820 8.2321916 13.2292780 NA 8.7796793 8.7500487 10.0350096 9.7265087 7.7715212 11.3173211 9.7425971 10.9071016 9.7213858 9.2282227 11.6501368 9.0950844 5.2320314 8.5120708 10.6814990 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.894322 11.903528 9.599378 9.553327 9.326168 2.894313 5.619213 9.506576 11.276105 1.724388 8.950809 3.479282 9.633540 14.192098 8.328023 8.398589 5.713083 8.220252 8.737021 8.196072 9.377242 9.827029 5.724397 9.629784 9.695940 10.478449 9.597841 7.492581 11.705786 8.587034 12.478803 3.811861 6.843338 6.991184 6.055313 11.072295 10.9920615 10.5236786 8.4108973 1.3093508 10.0241773 9.0236049 6.6252632 10.2741816 5.3391053 10.0967179 9.2548033 7.0236047 7.0819489 10.0841465 8.8523912 13.1442255 10.4830366 10.6051283 13.5769752 12.4944413 7.4759409 9.6610348 10.8943219 9.6425148 10.1647471 9.6858466 7.3754487 8.3968222 13.3511897 9.8276847 6.9723239 7.3646416 6.1756084 10.6702065 9.4213645 13.5801901 9.8594649 10.4784493 9.0896258 6.8381387 6.3566650 9.1558944 11.1401387 14.7489523 11.4709092 12.0089319 13.1685706 10.9265208 0.7243883 10.1247427 10.4650210 10.4330498 9.2518739 9.0929033 8.0350096 10.1642278 12.9645920 10.6551343 11.4272189 6.0190169 6.6009135 4.8329204 14.1239232 10.3210526 12.2228722 7.8012123 0.3094090 -1.2754370 11.3063036 12.9867120 10.9268085 7.2828179 11.0667494 12.035294 12.975435 10.040678 10.570671 7.522058 9.958616 9.237137 7.389733 10.581212 13.625673 6.981785 9.294252 13.349303 8.674224 11.937197 10.535772 2.183836 13.387677 6.917676 6.967571 7.771167 11.007196 9.470071 10.378138 8.152757 8.836837 7.116714 11.910511 9.795859 9.525297 10.952013 10.794182 9.574584 11.230952 3.724399 10.788803 6.977062 12.484922 9.104858 7.386175 10.367802 9.970983 13.007196 5.396824 8.275144 6.637286 11.719281 10.853358 11.026179 12.812523 10.674953 9.795859 10.188943 11.503090 10.727915 6.904306 10.212237 10.209220 3.046316 1.046351 1.724388 11.013551 10.796891 9.397706 2.309351 8.779679 8.436924 9.681499 TCGA-BP-4346 57 1 1493 NA kidney stage iii t3b n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.179111e-06 4.161568e-07 10.7726453 9.5054978 8.4647675 0.2231754 12.2546530 8.8528659 12.1610457 -1.3617871 3.1792403 7.6325721 9.4228538 9.0811625 11.3373576 7.9120145 12.1916083 9.1320745 11.5265817 8.1947248 5.2820765 9.9847327 9.2703054 7.6889112 13.1535579 NA 5.7362504 -0.3617871 NA 10.3805285 10.1661847 7.8156388 4.3106455 8.4599930 9.8537520 10.6574623 12.1726435 10.2441614 9.0175974 7.0560719 9.1300722 10.2843277 6.7675025 12.3239533 5.4711094 10.0045413 10.0909750 4.0976529 11.9535101 9.3939413 11.1237968 10.4248970 7.9073456 2.4455678 10.8052419 8.7700761 8.3264695 5.8181271 0.9601410 10.4130061 9.1037853 1.6382129 6.7930375 9.4837090 0.6382129 11.1751947 10.1836661 2.3386526 10.9645474 12.4167069 10.9244880 9.5704337 15.5784294 7.8403430 9.6061657 5.9691367 10.0764911 7.3386588 5.0644820 1.9615863 9.4844928 10.0796070 8.8897014 9.9125972 8.5451097 8.6154991 9.0759711 7.4837094 13.3062730 10.5158866 NA 11.4782101 10.8224249 6.8081443 -0.3617871 1.9601410 11.0853022 8.7519611 10.0230027 8.3576079 7.5269624 11.0602838 9.0219233 11.5630297 1.2231754 8.8131447 -0.3617871 -0.3617871 9.8604101 6.8081443 8.8056372 9.8688400 10.0950867 8.5085835 10.0914896 9.3627329 11.8576341 9.4064034 10.1739804 12.8521586 4.1928096 11.4082324 10.9604289 9.7136982 9.6368095 10.2104455 0.2231754 4.0305391 5.7675012 -0.3617871 8.9166686 13.3654481 6.5865861 12.3331210 9.2820751 9.3247195 5.4962003 7.4097083 10.3623065 10.9559142 9.6564191 11.3175078 10.2090234 8.5269624 10.4407354 6.4583984 5.1773797 -0.3617871 -1.3617871 10.5174193 13.9578559 9.8403428 11.6012957 9.7069972 6.4774231 10.6706092 7.8837717 9.1737763 12.0084977 8.6368095 6.1773777 9.8151838 9.3947754 8.9236213 11.4758469 11.7637939 10.8944277 10.1465090 8.8675184 2.9109820 10.9811271 9.2306762 10.0061798 9.8249524 11.6277909 NA 8.5851252 11.0348238 9.5352324 9.0651967 11.1549040 8.9026615 10.8178172 8.7110216 10.4248970 11.3516055 9.2584388 8.1073316 6.4962003 6.5085839 10.3238438 2.2231754 9.8501073 8.6647424 7.5807334 12.4781117 10.7313064 8.6948569 10.3229676 11.3327946 8.7190366 10.6558208 9.0240814 10.3809495 8.9488318 1.4455678 11.3796860 7.1179994 1.8081379 6.7362517 2.9601410 10.2344087 6.2748431 9.4415430 6.6891566 6.5208622 -1.3617871 -1.3617871 11.3697502 10.2838775 11.2716684 11.8695902 8.9397153 10.3075337 6.7365142 10.3473028 10.5147359 11.0441582 8.8143921 9.5383312 11.8482815 0.2231754 8.2156480 0.9601410 -1.3617871 10.3997702 8.4821400 8.3299627 8.5162701 9.7415068 13.2662088 13.4002896 -0.3617871 10.3481644 13.9033579 10.1778625 NA 3.1617748 0.6382129 0.2231754 7.7597524 14.3116109 10.6654339 8.7177038 11.5535382 NA 9.3805284 9.0445408 9.5785325 9.6550273 7.7309761 11.4509980 10.0235422 10.7200353 10.0864180 7.1966395 10.6176442 9.0759711 5.3931073 8.6747223 10.0380310 0.00691950 0.00427810 0.01877900 0.00080799 -0.00459340 -0.00182530 -0.01266900 -0.00127120 -0.01108300 3.65690000 -0.01265000 -0.01265000 -0.01981500 0.00691950 0.00691950 0.00691950 0.00427810 -0.46346000 -0.46346000 -0.46346000 -0.46346000 0.00650220 0.00080799 0.00288940 -0.47323000 -0.02134400 0.00191780 0.00191780 -0.01266900 0.00000000 0.00000000 0.00164030 0.00164030 -0.10714000 -0.00691760 0.02620900 -0.01108300 0.04795300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.463 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.463 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.445574 11.608325 9.070761 12.842943 9.799981 NA 2.338653 10.165207 10.746743 1.960141 8.685343 6.471109 9.221302 13.692315 9.259355 9.633280 6.303554 8.000163 10.121531 8.954501 8.301777 10.640331 8.795566 8.721698 9.677138 9.943141 7.951102 1.960141 11.128819 9.049730 12.120447 3.682618 6.782878 7.185113 6.021924 10.373352 9.5719096 10.7542380 8.1420448 NA 10.0639594 8.8427900 5.9420007 11.0113561 6.5390859 9.8902930 10.0507889 6.6097623 6.7519617 9.7597526 6.7623408 12.7979327 10.0754509 10.2950907 13.4755020 12.7487023 8.1656959 9.4797833 10.1012325 7.6550276 9.6061657 9.6040033 8.5982208 4.9050042 12.8589752 7.2529284 9.3317059 5.2381334 1.8081379 9.8712395 9.0655319 13.0184095 10.8778175 12.8521586 9.5800002 8.3880883 7.1554942 10.3771556 10.7924042 15.8025367 11.3175078 11.7895527 12.6180907 10.7613705 3.0305303 11.8070478 9.6162143 10.6406825 9.0001629 8.9236213 8.1696004 9.9293897 12.4620838 12.1732513 11.3170370 2.7256757 7.3627329 6.5147361 13.5793382 11.1340740 12.7828772 8.2362716 0.6382129 0.9601410 10.8056372 12.6349573 11.4694728 7.3490255 10.7882836 11.3972750 12.7729662 11.5265817 9.9847327 9.5600599 10.8899973 11.5467993 6.5208622 10.1149652 13.9508602 6.7675025 6.3386580 12.1628476 9.2052244 11.8272714 10.5964092 -0.3617871 13.4743187 8.1013959 8.0390984 8.4869516 10.0369628 8.8585974 9.7911376 8.4244888 9.2427723 7.3317061 12.4591957 10.1764079 10.1855955 10.5570823 10.8897015 9.5748569 10.5315206 5.7571593 10.6237052 6.1851133 13.0265552 9.0305364 6.5147361 9.7069972 9.3082114 12.4929900 6.9511017 8.2621005 5.4455744 11.0348238 10.5567096 11.1595741 12.4781117 10.6382190 9.3855728 10.3809495 10.8595040 10.7925245 7.2455489 10.0230027 9.8143921 1.9601410 6.0976508 1.8081379 11.0731078 12.6972465 9.3079899 5.1773797 9.3805284 7.4064032 10.3889260 TCGA-BP-4347 74 0 NA 1367 kidney stage iii t3b nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.53.0 NA NA 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.24912065 11.07699933 10.89160298 9.26796551 2.83612612 10.26579763 7.61066242 7.30040107 9.06145733 NA 5.73944310 -0.91866037 NA 10.36084270 9.94657882 8.16736847 3.36662996 9.00901007 9.41382824 9.98737118 10.31335323 10.78578429 9.17926421 6.09245906 11.06279941 10.30794542 5.65108901 10.71240921 4.34801991 10.03251690 11.13005954 0.88861663 10.00455968 9.41438758 9.86954264 11.07434748 7.99561736 6.18975736 10.27249811 8.15167518 7.95159712 6.74656806 0.88861663 9.80745024 8.71240904 -0.91866037 5.80915202 8.71876266 2.47355315 10.47569483 10.37326615 6.89821561 12.42431722 13.08505747 11.47032566 10.70808194 15.37921415 9.15671135 10.04737711 5.50749656 9.41662254 7.14462766 6.25615773 1.08304313 8.47676645 9.37095718 9.54730869 9.22970880 8.45844271 8.03251690 9.51377397 7.28580353 13.97370381 10.48344478 0.66621122 11.59804021 9.73605618 7.21565821 -0.91866037 3.36662996 11.58145162 8.32440605 10.26765599 8.55493797 7.54679879 10.83549337 8.76247041 12.33047081 5.10359835 8.82269924 NA -1.91866037 10.07982262 3.63582403 9.16204962 10.13108076 10.37499120 8.52831540 8.86423042 9.54168810 11.27868693 9.47301285 9.68439483 12.52287955 0.08120326 11.41262642 10.82417308 9.88253637 9.49380202 10.44290183 -1.91866037 3.43878520 6.00009467 NA 7.49697358 13.75227558 0.40315863 12.48097737 9.16869493 9.09385671 3.40315863 6.99412146 10.53218564 10.96483006 10.26114127 11.96589209 9.65440600 7.46709440 10.73743352 5.02374770 2.16870621 0.66621122 -1.91866037 10.08193648 13.29649969 8.44207928 10.61017461 9.89059838 7.19497447 10.75740960 8.36894466 9.97085394 11.70408472 9.60675294 8.72508843 10.37170892 9.81509489 8.75100303 11.27306247 12.27498850 10.84049620 8.94076697 8.64750520 4.86926440 11.19057313 9.46331572 10.85684240 9.24676720 12.24966923 NA 8.75454115 11.33064192 9.51537027 8.26592160 11.88788247 8.56101256 11.72441191 7.46709440 9.87198792 11.14698488 9.77123012 8.67968488 5.26113962 7.32678450 10.39694786 -1.91866037 9.21694152 9.05133811 7.18452033 12.69841260 9.89661547 8.60577395 11.15620983 10.96902397 9.27906311 10.72380964 8.86423042 10.11499929 8.23351710 3.25115857 11.57521267 8.72598990 5.94523312 5.68856365 4.80915202 10.80233137 8.09245959 10.00975053 7.08545228 5.31004923 -1.91866037 -1.91866037 10.89881547 10.37470381 11.36258265 11.64060922 9.69732138 9.13460138 6.39592823 12.31978616 10.68091258 11.02612717 9.09455490 9.84858899 11.75155644 -1.91866037 7.83110136 -0.91866037 -0.33387970 9.96043250 8.57608786 8.14327810 8.65487944 9.59939349 12.27698883 15.35905530 3.72508672 11.76904522 11.46033973 9.85766522 NA 4.03543036 -0.33387970 -0.33387970 7.65866065 14.28712083 9.25053079 8.00901007 11.82942501 NA 8.28458030 8.91590865 9.52831540 9.98285329 8.00009524 11.57208304 9.54985627 11.26176298 10.30879691 8.32559599 10.84382183 8.89901517 5.50950900 8.83003724 9.78600034 2.1916e-03 3.5626e-01 -4.0462e-01 3.9081e-01 -4.4312e-03 -4.1951e-01 -1.0370e-02 4.7165e-03 -2.2168e-03 -3.7845e-02 -3.3243e-03 -3.3243e-03 -3.3243e-03 1.5255e-03 1.5255e-03 2.1916e-03 3.5626e-01 -4.0462e-01 -4.0462e-01 -4.0462e-01 -4.0462e-01 4.1593e-04 3.9695e-01 -9.3338e-05 -9.3338e-05 -4.2857e-01 4.3506e-03 4.3506e-03 -1.0370e-02 -2.0784e-03 -2.0784e-03 0.0000e+00 0.0000e+00 -4.1399e-01 5.8309e-03 3.0591e-02 -2.2168e-03 -1.1335e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.356 0.356 -0.405 -0.405 0.000 0.000 0.397 0.397 0.000 0.000 0.000 0.000 -0.412 -0.412 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.356 0.356 -0.405 -0.405 0.000 0.000 0.397 0.397 0.000 0.000 0.000 0.000 -0.412 -0.412 0.000 0.000 0.000 0.000 4.1256263 11.6732219 9.4524643 12.2400785 10.0599426 NA 5.0237477 9.5101157 10.6975513 0.4031586 9.7747190 7.5200238 9.0053023 10.7549829 7.0325164 7.1337998 5.9014100 8.2858031 7.4277461 8.7268905 7.8918037 10.0502588 4.9141244 9.2784488 10.0791173 10.8605411 7.0383341 12.1512692 11.5217121 9.7309374 11.6628635 5.2411042 6.7394431 6.7250881 5.5890264 10.9540994 10.317246 10.425251 8.089661 -1.918660 10.104640 9.051338 5.688564 10.787728 4.681146 9.432171 9.991125 7.075586 7.258652 9.905793 7.398645 13.157797 9.492743 10.383871 13.937269 11.970831 7.883748 9.161383 9.377001 6.608709 9.710133 8.602832 6.152695 5.147323 12.841952 9.011969 9.487969 5.385013 3.438785 10.402878 8.148667 13.029554 10.118093 12.522880 9.242994 8.279677 7.079936 7.490623 9.730488 15.036383 11.965892 11.320383 13.921789 10.902408 1.540672 10.253660 11.101518 10.214696 9.241734 8.751003 8.777330 9.797194 13.061595 9.915308 11.007156 2.403159 5.189757 6.086856 13.712371 11.329605 12.859515 7.147321 NA NA 10.387864 12.708538 11.482356 7.577087 11.152695 11.335375 13.114010 10.891603 10.265798 6.429961 11.040147 10.979078 7.078411 10.568319 15.262530 5.651089 7.295551 13.258238 9.234784 11.738774 10.070272 3.290690 13.827169 7.258153 6.421082 9.657438 10.549602 9.435482 10.496182 7.285804 9.073463 5.261140 11.908773 10.230662 10.045573 10.314852 9.983230 8.784271 11.459527 3.540660 9.947352 3.836116 12.641749 9.473549 7.571080 9.890598 9.492039 12.763129 3.329167 8.743901 6.098041 11.330642 10.198226 11.234942 12.698413 10.834867 9.307644 10.114999 10.895815 10.482253 5.507497 9.998977 9.283356 1.666211 2.473553 2.540672 10.156377 11.737387 9.378722 6.310051 8.284580 7.969975 10.045573 TCGA-BP-4349 68 0 NA 372 kidney stage i t1a nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 5 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.8654067 7.7492265 11.8316406 -0.4291485 6.7996041 -1.4293428 -0.4291485 10.6253900 10.1055750 8.0240564 3.9283419 8.1910054 9.6294541 10.9433788 10.6388923 10.2370097 10.1543386 4.4534320 3.3256742 9.7643112 6.2289976 9.7007126 4.7407117 10.4933701 10.5848062 1.1557492 9.8910222 9.3578722 9.9033818 10.8184166 7.6314819 8.1425385 10.1468070 9.3193644 8.2019626 4.8187125 0.5707544 9.6219947 8.5931535 2.1557492 6.6422481 8.8410812 3.1557492 11.1239350 9.9431067 6.6422481 10.3922169 11.6189320 11.2352331 11.2482852 16.1835607 8.5903763 9.6622212 5.5820140 10.0914044 7.2918853 6.2850304 2.7221600 9.7990033 9.6595741 9.3692575 9.8751371 8.1688381 7.8538740 8.4881579 7.0943480 13.2204910 10.5721940 0.5707544 11.5896814 10.5830506 7.5537790 NA 3.4776773 11.9735314 8.8068000 9.3356574 7.8677019 7.6476016 11.6129581 9.1734845 11.4093988 3.7802366 8.3406237 -0.4291485 NA 9.7154440 6.3845662 8.7716842 9.9327296 9.7407107 8.2092218 8.8032067 9.4526644 11.3547498 9.8842357 9.9833556 12.2067306 0.8927407 11.5404619 10.4442298 9.7331770 8.8352284 10.0928768 NA 3.7000734 4.7205302 -0.4291485 7.9128606 13.8832433 6.1854959 12.6405712 9.6929666 10.1176802 3.6582458 7.1595000 10.5362093 10.6185913 9.8619564 11.6549996 10.1850355 7.1519866 10.6678302 7.4625693 5.2146416 -0.4291485 NA 9.4985638 13.4955519 9.6675010 10.6062722 9.3496842 6.9371078 10.5935004 8.3105664 10.6438294 10.9222772 9.5615988 6.8608052 10.5525065 9.8994607 8.6314816 11.1415902 12.4454790 11.2243027 9.0475318 9.2134513 3.9520726 11.6043808 9.1041154 9.7160810 9.5103650 10.2195927 1.7407117 9.0312416 11.2807312 10.9835620 8.6541455 11.4455750 9.1725565 10.6974903 8.7618451 10.3177199 11.5017079 10.1808878 8.7890827 4.5480667 7.2502662 10.2150927 0.5707544 9.3189786 9.2511453 6.8139594 12.6682419 9.5351266 9.0312416 11.3044367 10.3599118 9.5000441 11.0368010 9.1070329 10.1055750 7.7899542 2.2712165 11.7382039 7.4955984 2.8187074 6.8044060 4.3521441 10.2249742 6.9970507 10.0636104 6.7798493 5.0137302 -0.4291485 -1.4293428 10.9153591 10.5022620 11.0970405 12.1796181 8.2694905 8.3667279 5.8915407 11.5986918 10.9000215 10.9019827 8.8938406 9.9944270 11.4432683 -0.4291485 8.0343104 0.1557492 NA 9.8139598 8.2694905 8.7556611 8.5278879 10.2141910 13.1815223 14.7520933 3.7407117 11.6105616 12.1058181 10.0194184 0.1557492 4.4287655 1.3781232 NA 6.7256035 14.7425881 9.9528694 7.9150816 12.1502196 NA 8.6832252 8.5217206 9.6388922 9.8659807 7.4409348 11.3420689 9.4851710 10.6103903 9.9980986 8.7704581 10.9796462 9.4326482 5.6333179 8.8041058 10.3160399 0.00000000 0.51699000 0.00374650 -0.00055444 -0.00871460 -0.01285100 -0.01761800 0.01572700 0.01754400 0.00708260 0.00708260 0.00708260 0.00708260 0.00000000 0.00000000 0.00000000 0.51699000 -0.55096000 -0.52645000 0.00374650 0.00374650 -0.00263220 -0.00055444 0.00180300 0.00180300 -0.01285100 0.00610900 0.00610900 -0.01761800 -0.00636680 -0.00636680 0.00194180 -0.00277070 0.00083195 0.00638710 0.03087300 0.01754400 0.00708260 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.3781232 11.1306408 10.4629491 10.0255992 8.7814571 8.6314816 8.4147068 10.1864154 12.3170901 9.3845671 11.2507056 2.4776773 5.7000679 5.6368740 14.0025360 10.7382039 13.0080177 6.4716525 NA -1.4293428 9.9625664 12.6012805 11.2159578 7.5707855 10.9294370 11.810086 12.473067 10.937108 10.344749 6.185496 11.167209 10.749139 7.267753 9.960955 14.600601 6.228998 7.967391 12.690221 9.033288 11.415884 10.568318 2.963104 14.085870 5.404437 5.604208 8.852913 10.497823 8.691024 10.342688 8.590376 8.982297 4.125378 11.444422 9.938201 9.470898 10.671120 10.576410 9.947454 11.161373 3.740712 10.111882 6.062640 12.968613 8.454956 7.278145 9.349684 9.314156 12.961022 4.094346 9.838743 4.963104 11.280731 10.596527 10.837865 12.668242 10.951517 9.630130 10.105575 11.306130 10.585852 5.390963 10.012692 10.051576 4.125378 4.378144 NA 10.822860 12.401366 9.091404 6.565139 8.683225 8.017869 9.927238 TCGA-BP-4351 51 0 NA 970 kidney stage iii t3a n0 m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595268e-06 5.895554e-07 11.1568830 9.8229348 8.2650191 9.1574528 10.7635321 8.8392378 12.4026188 NA 4.4029063 7.3352072 10.8063146 10.0337856 10.8429131 8.0897958 11.8153710 7.7522582 11.7217559 9.5193898 4.6062764 10.1744460 8.1367933 8.8393090 12.5704591 NA 6.5238160 -0.1486407 NA 10.3861804 10.1710633 8.3572027 4.0213198 10.6058613 9.4183966 12.0303673 10.2280593 10.0206900 10.0430674 6.2177135 5.6062794 9.7530125 7.9651332 11.4033397 8.1800663 10.8247298 10.6199891 1.4363751 10.2607822 9.1528874 9.7799096 9.9670852 8.4679401 5.0608429 9.8239331 8.9507390 8.6212292 7.1823079 2.3108345 9.6343894 9.5596130 4.4059787 7.1551724 8.6905952 9.0693488 11.4543220 8.3532284 5.6195744 10.8133762 12.8447719 10.6842812 10.8124791 15.4257778 8.6146035 10.0675308 5.9282069 10.2549359 7.5724903 6.8848140 3.9640936 9.1540302 10.3641317 8.8944185 10.2522706 8.3572027 8.3944233 8.0826127 6.3026024 13.4939507 10.7439341 5.0608429 11.2147047 10.5566434 7.3827727 NA 8.3472462 11.3808218 8.8301016 9.9308760 7.2307698 8.4382309 11.3256041 9.3311716 12.6474704 4.6842802 9.0608445 0.8513593 -1.1484808 9.4069390 6.8400754 8.6029352 9.3311716 10.3576988 8.0632797 9.0150409 9.2458538 11.0672518 9.9800300 9.9890229 12.1491673 2.9388503 11.7979521 11.0074743 9.8322448 9.6261783 9.8506866 1.8513993 4.0993205 3.4952474 1.1733194 8.6179203 14.3324338 6.8513918 12.8582432 9.6874416 10.2681887 3.2437148 7.0162980 10.0921826 10.8186175 9.9670852 10.7821618 10.6441815 7.9120870 10.5596129 6.6842816 6.3189964 6.6779395 2.1733194 11.1117227 13.7499926 9.7530125 12.0142546 9.3230665 7.8542064 11.0596256 8.0162980 10.5394317 11.6386817 10.2269737 6.2860199 10.7982500 10.1105459 8.1414103 11.0912881 12.6050258 10.9026002 9.1216866 9.6032115 4.0281094 11.8753188 9.0826124 10.1614359 10.3755068 10.4002131 -1.1484808 7.7939056 11.2763448 11.1624073 8.4630617 10.8556117 9.2912221 10.6204026 9.1181777 9.6530996 11.3161922 9.7263726 9.0609785 3.8513893 7.5827103 10.0657103 2.1733194 10.2258874 9.6603554 6.7217554 12.5614443 9.2447817 8.9012398 10.7802797 10.3774013 9.5639183 10.9559933 8.8930503 10.2660765 7.1956872 3.7582819 11.2836721 7.4661009 3.0213198 8.0705600 4.1367902 9.9046384 6.7217554 10.1380010 7.6103140 5.9494229 1.8513993 1.1733194 10.8598199 10.6066961 10.7691362 13.0958294 8.0632797 9.7828453 5.9846873 11.4162552 10.6894133 10.8605200 8.3808216 9.8471584 10.8026760 NA 8.3311713 0.4363751 NA 9.6579408 9.1597303 8.9883822 8.4307072 9.6087812 12.1049433 14.0998748 9.2797515 11.1548866 11.0122081 9.8350975 0.4363751 3.0993120 0.8513593 -1.1484808 7.4807482 14.7526353 10.3296553 7.8598199 11.6380693 -1.1484808 8.4752726 8.5326999 9.8820584 9.9073514 7.0162980 10.7405148 9.9909425 10.6727666 10.3683617 8.1778206 11.8066779 9.0729783 5.5033042 9.1285275 10.8699392 -0.096208 0.169890 0.182120 0.566630 0.171330 -0.113940 -0.114070 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10.893735 10.853503 7.502443 9.762034 13.383926 7.965133 7.484386 12.712319 8.671570 11.341741 11.240216 3.243715 13.840564 7.981833 7.089796 9.232025 9.743934 8.033786 10.088601 9.065030 9.070584 4.495247 12.323193 11.278704 9.835097 11.042450 10.589483 9.801218 11.746777 4.343244 9.650673 4.405979 13.656635 7.343244 9.377890 9.323066 9.730362 12.624530 3.709368 9.180066 5.592858 11.276345 10.567782 10.592858 12.561444 10.963179 9.920170 10.266076 11.254670 10.675952 6.975512 10.104648 10.149454 3.374956 2.758282 3.658748 10.907351 12.268772 8.820058 5.632751 8.475273 8.755273 9.601261 TCGA-BP-4352 74 1 344 NA kidney stage iv t3b n0 m1 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.53.0 NA NA 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.6652485 9.6079152 9.9784063 8.2892328 12.5208586 5.5549664 10.8120723 6.9784062 2.1354364 11.1038064 6.7618663 8.0366325 13.9496795 NA 7.7293787 NA NA 9.8768945 9.9594315 8.2165116 3.2729339 9.2481278 9.8503599 11.7914948 8.6495497 9.8050212 9.0094869 7.4609579 1.3984598 9.5800284 9.2973152 7.0326684 1.9834223 10.2517715 10.2677988 2.9009537 9.1444163 9.5286034 10.0131718 9.7105886 7.9246350 6.7676958 9.3760852 9.6108772 8.5733878 6.7676958 3.8578914 9.7037638 9.0411154 1.3984598 4.0988995 9.0411154 3.2729339 11.0670515 9.9853018 3.5139455 9.8875137 11.2968114 10.0849625 10.2621320 15.2900083 7.5515914 4.8358685 5.9934094 10.3885659 8.0637979 8.0107161 3.4785448 4.7676972 10.4578064 9.1644386 10.1477727 9.9434263 7.8247265 8.5633690 6.7560145 14.0404760 11.5199955 -1.1863932 11.2194386 12.8303286 7.9115316 0.3984598 11.5989519 10.0878776 10.3579810 7.5414196 8.8903151 12.4016284 12.7968494 8.8163146 5.7865362 2.9834223 7.3053522 1.3984598 NA 8.8714913 4.3984598 8.5633690 10.6738105 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4.061431 10.113280 6.344882 12.130629 11.721517 9.777840 13.169814 14.298605 8.340977 10.565044 10.387620 5.911531 10.171601 12.488905 7.584989 5.135428 12.706042 6.478836 4.541422 6.998375 4.513939 10.537587 8.723393 13.582562 11.138805 15.069985 9.493859 8.013172 6.572256 10.500875 11.655457 16.207074 11.345017 12.107258 14.194062 10.446040 4.098900 12.343296 7.561692 12.568387 10.090787 8.207962 8.591577 10.632481 11.283396 6.607915 11.154740 1.983422 9.762597 2.983422 14.458042 10.233986 12.137539 6.321295 2.720388 1.620868 10.457806 12.665346 11.586406 6.568386 9.736084 11.3421977 11.7660587 10.8120723 11.1038064 5.3212932 8.0156230 12.8624120 4.9009634 9.1982832 12.7498080 9.2973152 5.9530510 11.9101043 8.2952987 10.9151469 9.5337438 1.3984598 12.5577026 9.2912273 8.0779421 8.2608306 6.4645507 7.9272417 9.7068009 7.5515914 9.0094869 1.9834223 10.6392532 9.5874629 7.0229525 11.9361657 10.1539059 10.1069712 11.4737182 3.2729339 9.1874520 4.9009634 13.0363094 7.2313518 5.4282094 9.3063541 10.0548869 11.3916362 5.4134113 5.5816827 6.0326673 11.0575659 11.3346091 9.3623213 11.9782493 9.3728766 7.8822774 10.3904561 12.2995802 10.4120172 5.7442365 9.8755456 11.3071048 1.6208679 0.3984598 -1.1863932 10.4859248 12.2788630 8.2543687 1.8134836 9.3516884 7.3252524 10.1320422 TCGA-BP-4353 61 1 375 NA kidney stage i t1 n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4107298 10.5046650 8.0604392 9.6334172 11.2971271 9.2712011 10.9674700 0.2253983 -0.1516825 5.8499317 10.4283814 6.3058155 10.7401554 9.0803096 12.7878428 8.6544993 11.1164655 8.1383307 -0.3595642 9.9674700 8.7851369 7.3649926 13.0346126 NA 6.3886717 NA -1.3595642 9.5269376 9.5100726 6.7332364 2.3409325 9.0220218 9.1393280 10.2348034 11.7204636 11.1757542 11.0360130 6.3751889 10.6597220 10.4028608 6.6848734 11.6177588 5.4859677 10.3120199 11.5822601 4.3409183 11.6461034 10.3936956 9.6558938 10.4353008 8.4119685 5.2551872 9.9689855 9.2431778 7.8596472 4.6848748 NA 9.7292671 8.3581553 1.2254600 7.1323321 8.7119412 7.6376581 9.0024227 11.8710998 6.1561782 11.8724485 10.1674671 11.2060570 10.6704562 14.7336075 9.0176892 9.5390803 5.2698336 8.7723357 7.9736342 8.5413456 1.6848636 6.5888465 9.2207374 9.3624324 8.7825858 9.3225956 7.4478337 8.6531034 7.0284962 12.5360541 11.1864086 NA 11.3728583 10.8845037 8.0392223 NA 7.5533682 10.4769238 7.1640410 10.8122811 7.3022569 8.8053857 10.3551536 9.4630496 10.7469895 2.6404821 9.4914469 0.6404358 NA 10.0808290 7.5563581 8.8104039 8.6739019 10.9892070 8.1738085 8.7914954 8.9212495 12.1486797 9.2725652 9.1492639 12.5439841 0.2253983 10.1926243 10.7302603 10.2413210 8.7761882 10.0693624 -1.3595642 3.8884023 1.9624010 NA 8.6971167 14.1648981 6.2027214 9.6766525 8.7658924 9.0656948 4.8499342 6.1796384 11.1475301 11.1524785 8.9680314 11.5841731 9.6127406 10.2003339 10.8404578 1.9624010 3.5946799 0.2253983 NA 10.6793978 14.1620486 8.1040032 9.1571637 10.2712010 8.2879372 10.1955472 8.0370835 9.6274870 4.9624056 9.2561084 7.9119420 10.5825717 9.8668910 9.5526197 11.2696078 12.2854617 10.5924920 9.7112707 8.1263080 3.7510888 10.8529752 9.3836302 10.2574871 10.4731750 7.9465408 -0.3595642 7.8499324 11.9173302 6.6760473 7.7745459 11.8830575 9.1212690 11.5654768 8.1738085 9.9396869 12.4079391 9.9101900 8.2656033 5.2551872 7.7671834 10.4502470 0.2253983 10.4173231 9.3760349 7.2478089 13.1458562 9.4914469 8.8303035 11.7860926 9.6752779 9.9107742 10.3009651 8.9947282 10.5990315 9.1182372 1.2254600 10.9391142 7.0284962 2.6404821 7.2915308 4.7490032 11.0185027 6.1403247 11.2144549 7.2482900 5.5108449 NA NA 10.4490409 10.5593421 11.0509302 10.4988484 8.6390693 9.0803096 6.1985943 11.5498094 10.6492576 11.6364226 9.4678215 10.0797904 10.9436888 -0.3595642 7.6683851 NA NA 9.8106356 9.7959296 8.9096054 8.6446992 8.8547980 13.5452545 14.6584399 8.5458657 10.8969824 11.1519844 9.7984572 -0.3595642 4.7837081 0.6404358 NA 7.9049212 15.5853739 8.4670271 8.5352968 12.6075249 0.6404358 8.7914954 9.3174056 8.7568228 9.7038740 7.5292220 11.1393280 9.8692976 10.8713999 10.3931648 9.8590421 11.1645307 8.4733689 5.5972332 7.6629297 9.5100726 -0.2307700 0.0217770 -0.4854400 0.5145900 0.0115530 -0.2390900 0.0058643 0.0072551 -0.0057808 -0.1018600 -0.0987820 -0.0987820 -0.0987820 -0.2307700 -0.2307700 -0.2307700 0.0217770 -0.4839000 -0.4839000 -0.4792500 -0.4792500 -0.2224100 0.5131000 -0.2230200 -0.2230200 -0.2390900 -0.4890800 -0.4890800 0.0058643 0.0131070 0.0131070 0.0212170 0.0212170 -0.2367200 0.0083685 -0.2038300 -0.0057808 -0.0721080 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.237 0.000 0.000 0.000 0.000 0.000 -0.204 -0.204 0.000 0.000 -0.231 -0.231 0.000 0.000 0.000 0.000 0.000 0.000 -0.484 -0.484 -0.222 -0.222 0.513 0.513 -0.228 -0.228 0.000 0.000 -0.239 -0.239 -0.489 -0.489 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.237 0.000 0.000 0.000 0.000 0.000 -0.204 -0.204 0.000 0.000 -0.231 -0.231 0.000 0.000 0.000 0.000 0.000 0.000 -0.484 -0.484 -0.222 -0.222 0.513 0.513 -0.228 -0.228 0.000 0.000 -0.239 -0.239 -0.489 -0.489 0.000 0.000 8.6376584 11.6630200 9.6383639 11.9131086 10.7542210 NA 0.2253983 8.8668910 10.7700838 3.5473635 8.7463873 5.0999095 9.5223575 12.4766278 7.3886717 8.1738085 6.6404792 8.1343344 7.8572246 8.9084359 10.6033749 9.0111663 5.0155199 8.0667436 10.1830270 11.4096968 8.4796825 5.2843365 12.4309292 9.0667436 11.5299562 1.2254600 7.4316413 7.2027214 10.1859260 11.2659594 10.936822 10.143311 7.344382 -1.359564 11.521975 8.232936 4.769761 10.884843 5.640479 10.005161 9.681453 4.810402 7.330477 10.559342 8.747696 13.391657 10.513923 10.456663 13.051526 12.839768 7.714621 9.421838 10.131330 7.041358 9.553368 9.130327 7.986993 7.643294 12.909679 9.901986 10.132833 3.925886 4.312905 11.501566 9.397035 13.234512 9.022022 12.543984 10.170885 7.577117 6.936570 10.627387 10.980885 14.470524 11.584173 11.934812 14.218468 10.904628 -1.359564 9.660764 9.376035 10.777790 9.539080 9.552620 8.817898 9.576381 13.097731 11.523122 11.583173 2.962401 4.769761 5.571216 14.548441 10.514307 12.932944 5.738511 NA -1.359564 9.191226 13.020872 11.656004 7.665619 11.590670 11.111646 13.151119 11.116466 9.967470 7.733236 11.006801 13.055098 5.381944 10.431642 13.380734 6.684873 4.727942 13.449526 8.973634 11.384472 10.889296 3.727942 13.209385 6.310073 6.722627 8.484384 11.010349 8.739827 10.456262 8.460434 9.299583 7.975869 11.584459 10.224502 10.638364 10.260240 10.299583 10.061492 11.496710 5.447834 10.446626 9.572694 12.131120 9.018774 9.500014 10.271201 8.996788 13.224795 2.888402 9.788955 5.049870 11.917330 10.763863 11.590488 13.145856 10.820077 9.273474 10.599032 10.456262 10.716650 6.989207 9.139328 9.264360 NA NA NA 11.276548 10.709412 9.849932 2.640482 8.791495 8.106045 10.575644 TCGA-BP-4354 40 1 1034 NA kidney stage iv t4 n1 m1 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.5869468 10.8556774 9.4217070 8.1161828 9.1781106 10.4742150 3.9207220 11.3952980 2.5727927 9.3976137 11.7599266 4.9713504 13.7120020 10.4431642 10.4148642 10.5814828 7.8378821 6.7928475 9.7038147 9.3999256 7.9367351 5.9588589 0.1134338 10.5333281 9.2757593 2.1133671 7.9077836 10.0520140 4.2008339 8.9868119 8.2426511 4.9713504 12.1223077 9.7381634 11.5789343 9.5981908 14.4600548 8.3228214 8.3612955 4.9462583 10.1308723 7.4796897 9.2400724 2.4353086 7.7020826 9.9319501 9.3130404 9.6072234 10.3678061 7.7132807 8.9335470 7.2374891 12.7230084 10.9998266 0.1134338 11.7218538 11.7210935 7.0733693 1.1133671 7.8749193 8.7463632 8.4465234 11.1935192 9.2719777 9.9020862 11.0661092 9.1189924 6.3949737 3.5056877 8.7804794 2.9207316 NA 10.4532179 5.5056845 8.1875094 9.7472712 9.8085961 8.4775025 10.7257757 9.4182897 11.9785483 9.0066694 8.4862329 13.4461038 3.2832995 11.4108717 11.0595431 9.4498746 7.9399165 10.0992098 -0.8865662 2.4353086 4.1577633 NA 5.9335467 13.5656092 2.5727927 1.4353086 8.4753115 9.0396640 5.9588589 6.3801545 8.4554427 11.9405121 8.1794573 11.6257380 10.3475866 10.2329575 10.6082235 1.4353086 -0.8865662 3.1133671 1.1133671 10.0631946 14.2571497 6.2218925 7.7206985 10.1398914 7.0381804 10.3161040 7.9174992 8.3366217 4.1133671 7.5727995 8.7151387 10.2914726 8.9012706 9.2452249 12.1450691 12.3716395 12.4272430 10.2643844 9.1422271 3.8450986 11.0726454 9.4598816 8.7299167 9.4045385 9.8865072 1.1133671 7.3565418 11.5658666 7.5941984 6.1395043 11.3923980 8.2681859 11.4392355 0.6983074 9.8682554 12.9774573 10.8319008 9.0176864 5.0675656 9.1454135 10.9106241 -0.8865662 7.7132807 9.1259925 7.6092231 11.9965840 10.0470586 9.3577317 11.1024076 9.8387342 8.9494182 10.6501008 9.1848302 10.2757593 6.2323096 3.9207220 10.3766371 4.0202622 3.7150697 6.5056861 4.9960090 10.6636337 5.8947280 12.1965696 6.7882668 6.0675634 3.3612911 2.4353086 10.7399896 9.5280532 11.5779137 11.1948513 8.2400724 8.8276136 6.2695007 10.5850431 10.0813146 11.0719206 9.3493821 10.0381804 12.4753117 -0.8865662 9.3118130 -0.8865662 NA 10.1488544 8.0762641 9.3565420 9.5830098 9.6379096 15.0451904 12.5473445 1.9207125 8.4442848 12.7026680 10.2458676 NA 4.6052217 2.1133671 0.1134338 7.9775541 14.8756721 10.0849115 8.8782395 12.1586157 NA 9.1091351 9.4783779 9.8112043 9.3337462 8.0232609 11.5182434 9.7608264 11.0802338 9.9658974 7.3276874 11.1621953 9.2932769 4.5396303 8.2634453 10.2795310 0.05494500 -0.00173780 -0.05671200 -0.00028328 0.22460000 0.00000000 -0.00719580 0.01796300 0.01153900 -0.00484610 -0.00484610 -0.00484610 -0.00484610 0.05494500 0.05494500 0.05494500 -0.00173780 -0.23373000 -0.23373000 -0.05671200 -0.05671200 -0.00792360 -0.00055444 -0.00105990 -0.00105990 0.00000000 0.00319100 0.00332990 -0.00719580 0.00291330 0.00416320 -0.23533000 -0.23533000 -0.23909000 -0.15170000 0.03397200 0.01153900 -0.00484610 0.000 0.000 0.000 0.000 0.000 0.000 -0.235 -0.239 0.000 -0.152 -0.152 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.225 0.225 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.235 -0.239 0.000 -0.152 -0.152 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.225 0.225 0.000 0.000 0.000 0.000 0.000 0.000 9.145414 10.987581 9.315492 9.911840 10.209424 8.950996 4.698330 9.466515 9.869924 6.313041 9.188847 1.698352 9.326472 12.441061 7.435296 9.656400 6.067563 7.141274 9.733588 8.315492 13.189181 10.586059 5.996011 8.391818 9.944675 10.041886 8.475312 8.574847 11.108075 5.556313 11.896346 3.757226 7.252919 7.146791 2.283300 11.033349 11.4959919 10.4515471 7.7280776 4.5727987 10.8856825 8.3469875 4.5727987 10.7603766 6.2832921 11.1750766 10.5406808 6.5971840 5.6832248 10.5333281 8.7626242 13.7047149 10.1935192 10.3499801 13.6296835 12.8239591 8.1189924 9.9960110 10.3307198 10.2789031 9.5860588 9.0470585 6.0791519 4.7572260 13.2729240 8.3612955 4.2008339 5.4171470 0.1134338 12.1802980 9.2245036 13.8327033 9.9697934 13.4461038 9.7169943 7.7998683 6.7852981 10.5951674 11.5979391 14.3807033 11.6257380 13.0797832 12.9655072 11.0437357 1.6983518 10.9267483 8.2907875 11.2323090 9.1968472 9.2452249 8.4285176 9.9821905 12.9358392 12.5884680 11.7345040 6.8615609 7.1955169 1.4353086 13.4169931 10.8501926 12.8241744 7.9525718 -0.8865662 NA 12.1661058 13.4972747 12.3750368 6.9142679 10.9383267 11.195517 12.084732 11.175414 9.601208 6.792848 10.650101 13.312043 6.032231 10.295762 10.895547 3.920722 7.288294 12.488659 8.820727 11.597939 11.358326 2.572793 12.425400 7.740391 7.694568 8.426931 10.434168 8.621162 9.973679 7.084911 8.927149 6.799868 10.897594 10.902902 8.700208 10.041146 10.499769 9.467617 12.562388 5.728078 10.981033 5.652527 12.207668 9.385998 5.728078 10.139891 10.081185 13.116095 5.556313 8.522759 3.200834 11.565867 10.647671 11.629560 11.996584 10.614708 8.029247 10.275759 10.974067 10.980087 7.522759 9.070470 10.289541 2.283300 NA NA 12.057348 10.841433 9.505685 3.113367 9.109135 6.564579 9.893908 TCGA-BP-4355 59 1 953 NA kidney stage iii t3a nx m0 19-3-2015 female 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.3501613 9.7206716 6.4210516 9.9780486 11.5483704 11.2957809 11.6769919 15.0241284 8.9356248 7.8700367 5.9032022 10.5747712 7.4661393 6.6532249 3.8588066 9.6507861 10.3556629 8.7969186 9.7253155 8.4549988 7.4018412 8.9647177 7.2163608 12.7715115 10.4721382 2.0287459 11.4979238 10.3635140 8.5713363 NA 3.0287283 10.8364469 9.2861220 9.7337905 7.8756173 7.0731283 11.6323606 9.2108527 10.5387467 4.8811752 8.6335961 -1.1411437 NA 9.9660263 6.6853571 9.1694220 9.8042530 10.1908457 8.6286471 8.8770095 10.1975456 11.0620257 9.8963562 9.7066495 11.2952605 4.9462723 11.5698567 10.8457178 10.0256000 8.6450787 9.9052512 NA 4.1807367 4.9248980 NA 7.1986592 13.8585890 8.3079581 12.1590187 9.3294681 9.7709501 3.2511283 6.6136967 9.8396628 10.7716985 9.8418027 11.3562344 10.6548488 7.7445056 10.8100939 8.9154468 -1.1411437 2.7657045 NA 9.9072961 13.8447401 8.9725514 10.5307925 10.2031051 8.0110942 10.9637355 8.0658238 11.3156205 10.1220784 9.8396628 9.2882160 11.0013822 9.5107578 8.8231500 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5.729175 8.773837 11.014260 8.904569 10.156299 8.312080 9.029786 5.251128 12.316062 10.000916 9.694859 10.587580 10.523257 9.868638 11.198937 4.068267 9.787328 7.417230 13.152841 8.301753 7.421052 10.203105 9.307824 12.733791 4.285077 9.441892 6.586730 11.676393 10.843940 10.694860 12.949501 10.826035 10.251127 10.323865 11.164586 10.770276 5.586729 9.959472 9.950906 1.180721 5.924898 NA 10.137259 12.238017 9.093627 7.777672 8.910018 8.240352 10.115608 TCGA-BP-4756 62 0 NA 374 kidney stage i t1b n0 m0 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 64.53.0 NA NA 1 NA 4 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.82570423 3.93005604 -1.49614247 -1.49614247 10.46307085 10.14584505 7.93215332 7.00363934 8.56583933 9.20942583 9.78398418 10.31637182 10.49460642 7.51781345 5.79841348 5.95500353 10.50941785 5.13314838 10.45835319 5.69361798 10.27899205 8.70958669 2.31115432 10.27569537 8.54545259 10.11066117 11.20769694 7.75172079 7.25533738 11.04189976 10.20856152 8.01554607 2.75172079 1.96321516 9.48250386 9.44777320 4.23171656 5.71324765 9.47749075 -1.49614247 11.10602823 6.65354017 2.67371470 9.46437462 10.53756049 10.75083074 8.73621418 14.37519327 8.79841412 9.71080764 4.96322441 10.19945666 7.31436481 2.31115432 2.02357473 9.35006734 10.90520624 9.03419976 9.50097290 8.60182538 9.09157079 9.69176393 6.81213237 13.51820617 10.54511024 NA 11.33510056 9.89671717 6.81667650 NA 9.40767523 11.86162022 8.61883696 11.15192615 9.54887045 8.92164579 11.42990396 10.05598205 12.63773745 -1.49614247 9.83134604 -0.49614247 1.08875220 9.37646817 4.38643850 8.09438018 10.57290738 9.61362392 8.79956236 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10.5543223 9.832468 10.536872 9.063170 3.258685 8.386436 10.057423 9.088756 11.306512 4.088752 10.025884 10.110199 6.761182 6.896111 9.978006 9.094380 13.866114 10.520950 10.067466 13.840614 12.908004 7.294956 9.126760 9.602483 7.539967 10.553302 9.567188 6.111123 8.124013 13.067049 5.807574 9.439695 2.088752 -1.496142 10.800710 8.528933 11.974452 10.421911 11.499737 9.616233 9.851415 5.053772 7.193791 9.866285 13.217609 11.423789 11.363328 12.380406 10.562462 NA 10.775840 11.433052 10.899327 8.757641 8.696086 8.052615 10.324770 13.632915 9.561785 11.788039 5.285154 5.770581 6.839184 12.706533 11.646858 12.761770 6.803001 NA -1.496142 8.481073 12.445483 11.527369 7.099983 11.291900 11.1889801 12.4998254 10.4393267 10.8169598 6.4637957 9.3695267 9.3894898 5.6837021 9.9529420 13.7943094 5.1331484 7.5094179 12.3747244 10.2283072 11.6298525 10.0622140 1.9632152 14.4294405 6.9853501 6.1476486 7.8564766 7.9300578 8.9632250 10.0506878 9.9891196 8.9906285 6.2851525 13.9120567 8.5886018 9.6304978 10.5661768 10.2994272 9.6031412 11.5020311 3.7132449 9.9800333 2.4106939 12.5113699 9.0204783 8.5037931 9.9513931 9.6125399 12.6704272 5.1331484 8.8347103 2.6737147 10.9410252 11.2845381 10.5789381 11.6696425 11.3368811 8.5644894 10.3967155 9.6560782 9.9417534 7.1476496 9.4695777 8.9956465 0.5037558 3.3224329 5.6737175 8.9855926 13.1005771 9.7187195 1.8257042 8.9519097 8.7670625 10.3864363 TCGA-BP-4758 40 0 NA 2208 kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.253097 5.967466 12.920196 7.998492 7.702637 9.339587 9.194031 12.432385 5.579062 9.610246 6.104154 10.941185 10.642875 10.556901 13.010705 10.834072 8.675468 9.906260 11.546067 10.385597 5.691830 10.197359 9.648475 1.806489 6.729305 1.443925 10.349935 11.662764 8.760670 4.765832 7.850868 8.243879 10.178613 TCGA-BP-4759 50 0 NA 2372 kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.53.0 NA NA 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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11.2752385 7.8708437 8.4701972 11.2755048 6.1193417 2.7224442 1.9855004 NA 9.0682263 14.4404421 8.8407005 9.6042793 9.0963317 6.9804675 9.4339465 8.2729418 10.2651946 5.0823492 10.3238510 9.2831666 10.2992005 10.8585883 8.6828398 10.3139116 12.6878511 11.6423081 8.0963320 9.7199925 3.1489829 12.5342009 8.9842330 9.5090479 9.9929805 10.1233310 -1.1844246 7.9448438 11.3166518 12.1175101 9.0897762 11.8063741 8.1862485 10.3643829 7.3233557 9.8211856 11.6626184 10.6893896 8.7260390 5.6099765 7.6859254 10.2714019 NA 9.8977101 9.3134128 6.4521852 13.3706294 9.7971283 8.4773390 11.3011388 8.9280004 9.5168675 11.4286414 9.0870241 9.4108185 7.5090481 2.6229069 11.5105717 6.4594169 2.6229069 1.4005379 3.6735451 10.1992652 7.0916850 10.8486433 6.0881437 3.9854822 -1.1844246 -0.1844246 10.6148426 10.9364468 10.9608564 10.8796301 8.7179362 8.4844459 5.9805692 11.4908565 11.0697038 11.4897532 8.9576680 9.7156731 10.5016237 1.4005379 8.0371483 0.8155754 NA 10.0497797 8.3371616 9.0310941 7.9422652 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8.7448194 7.0443799 6.3307090 7.7899757 10.8081454 15.6647950 11.2752385 11.0449807 14.8174969 10.4412698 -0.1844246 11.0664516 9.6018306 10.0969115 8.2014236 8.6828398 7.3074140 10.1965632 12.4510524 9.5340939 11.6710116 5.5837447 6.3469427 3.4594185 15.5076669 10.7050650 12.0602221 7.3391231 3.0634857 -1.1844246 9.6897739 12.8491561 10.8890231 7.3034008 10.9158948 12.1359385 12.5821934 9.4539969 10.2744802 5.9754330 11.1998051 9.9214695 6.5160010 9.8599551 13.7438851 7.2460137 7.8267881 12.9525465 8.9525520 11.8752434 9.5645923 1.6229304 13.7542676 6.1114675 5.4302719 9.8526069 10.7008761 9.1807899 11.5343079 8.6484511 8.7942716 5.7697585 11.7451893 10.0115483 10.0569483 11.0954617 10.5729510 10.1922291 10.6389283 3.9030286 10.1436749 10.3995840 12.7588166 8.9614931 7.8626851 9.0963317 8.6860799 12.4546756 3.7224551 9.9076574 5.7103794 11.3166518 10.2376257 10.6598744 13.3706294 11.2467974 8.8503600 9.4108185 11.3739817 10.4552771 6.1193417 10.3178955 9.7942714 0.8155754 4.2864228 NA 9.7536704 12.3971065 9.0998067 4.5704508 7.1598572 8.5903479 9.9390358 TCGA-BP-4760 69 0 NA 2361 kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 68.55.0 NA NA 2 1 1 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0705396 4.1869204 9.0947708 9.8151090 7.4708402 11.6382831 13.8047534 10.3632414 10.6024070 16.2035807 8.4752770 10.8083845 4.3244218 9.4686169 7.8717371 8.2929317 2.6415229 10.4122707 8.6450380 8.8973118 9.4848436 10.2101740 7.5289041 9.0147377 7.5117289 13.7631762 10.6512602 NA 11.6285349 9.8589818 11.2626652 NA 7.4469443 10.8731390 7.3012858 9.9022630 8.7790768 8.4972587 10.5976667 8.7451862 7.3187715 2.3504124 9.0685832 1.7129919 NA 10.2781954 8.1742396 8.1466888 9.3735777 10.3145520 8.1522412 9.2012739 10.5174771 11.5709840 9.3971516 10.0582695 12.5979211 3.0024865 10.7095111 10.7089116 9.9407372 6.7525158 10.0724931 NA -1.4568011 0.5430999 1.1280294 3.8284691 13.7047455 -0.4569991 2.9353843 9.1559311 9.9672287 3.1869125 7.6826140 8.4972587 11.2849507 9.9561615 11.5668497 7.5458773 6.5709683 10.6522402 6.7573820 8.2658700 2.0024865 -1.4568011 10.0273819 14.0947106 9.7408935 10.6745979 10.1072120 6.2777728 10.3905114 7.1687714 9.8046051 4.5874550 10.5196266 10.2495585 10.1960687 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10.3112467 10.1181289 10.3129003 9.9834126 10.8652723 11.9606513 3.4972547 10.1909705 5.5764859 12.8514278 9.7179882 6.5542895 10.1072120 9.0205375 12.2714082 1.8650082 7.9797739 8.5430624 11.7109510 10.8970363 11.4435520 13.2380188 11.1136297 10.4848437 10.3153770 10.5395359 11.1133570 9.1242630 9.5570830 9.4025973 -0.4569991 0.5430999 NA 10.3431534 9.4610462 9.9771694 4.6305278 7.0065864 7.7933608 10.2088425 TCGA-BP-4761 57 0 NA 182 kidney stage iii t3a n1 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 2 4 1 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.3298171 9.6642796 7.1402725 8.9950749 12.6341709 9.3681362 7.1806303 10.4815118 10.6753552 2.0007212 -0.9991346 NA 9.4805018 12.9803093 7.1453799 4.0881840 5.7011609 7.7388138 10.1396332 TCGA-BP-4762 42 1 1343 NA kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9066654 8.4845373 7.3716033 8.6618515 NA 9.5494849 8.1984107 -0.4163846 6.6443971 9.0845427 3.9760153 9.3444206 11.5338920 7.4291908 12.9663727 14.1570520 11.2642800 9.8274697 16.2766362 8.8185183 9.3707870 4.0431345 8.8064955 7.7283586 9.3217931 1.7679937 8.7168428 9.0815524 9.1826836 9.2130573 8.5581153 8.2347523 9.0885198 7.1611299 13.4722537 10.8566220 NA 11.8760223 10.7025445 9.2454788 NA 3.7931572 12.0106206 7.1228590 10.1568745 7.6658497 9.2666952 10.4720635 8.9379502 12.1428866 1.5837116 9.0795557 2.0431345 NA 10.3597224 5.5949277 8.8874814 8.9630790 10.8164214 8.3862169 9.0441567 10.1850072 11.9813807 9.2979461 9.7809173 12.2634007 4.4416827 9.9846335 9.9803054 10.4424588 8.0015534 10.0405684 NA 2.1686741 1.3910528 -0.4163846 7.4905910 13.9999704 8.8077024 12.9132868 9.2176042 9.5320679 4.4905894 6.0266452 10.6967917 11.0170253 9.4494341 11.3635883 7.9824443 9.0644908 10.7071755 7.9324286 3.2275563 1.9056205 -1.4161921 8.6497900 14.1884856 9.8999822 8.8829086 10.2419121 7.5581153 9.8052878 7.6362686 9.0455074 12.7900283 8.6457467 7.6974430 10.4483628 10.0328494 9.9011134 11.5197865 12.3453558 10.7922399 10.2767520 9.3527120 2.1936771 11.7462494 9.3773040 11.0882714 9.3327321 8.7129836 NA 8.7334479 12.0431323 8.9152559 8.5008638 11.6536539 8.5538067 11.3636252 8.8387293 10.3695618 11.9942846 9.7084682 7.8752167 6.5025645 6.4965902 10.6250176 NA 9.5320679 9.4883352 7.3813621 13.3691021 9.9695631 9.0634808 11.1235865 8.6143679 9.9962705 10.5375188 8.9641618 9.6935314 7.7385186 4.2275563 11.1956476 8.2401254 4.8084726 8.0307841 5.7623169 10.5273144 6.3974813 10.3860232 5.1228590 4.4416827 NA -1.4161921 10.5368058 10.4905913 10.6243329 10.1214044 9.0735487 9.2401256 5.3834347 11.2034622 10.7601855 11.9564297 9.1714783 9.9565658 11.0097033 1.9056205 8.0120608 NA NA 10.1028455 8.9324289 9.0172861 8.3469130 8.9803055 14.1982955 14.5783414 0.1686420 12.3625992 13.2121462 10.0845425 0.1686420 5.9910524 1.5837116 -1.4161921 7.9368476 14.5827978 7.6443964 8.7486075 12.5416189 NA 7.5465966 9.3001343 9.8943135 9.8960164 8.0735284 11.3764910 9.7258078 11.3198912 9.4875826 8.4401262 10.1896431 8.3013773 3.6838424 7.0211199 10.0349119 -0.0073339 -0.0047958 0.1426600 0.2629400 0.0079175 0.0097276 -0.0053992 -0.0121620 -0.0220580 -0.0383060 -0.0383060 3.6569000 -0.0194520 -0.0073339 -0.0073339 -0.0073339 -0.0047958 -0.4838600 -0.4838600 0.1426600 0.1426600 0.0130740 0.0118180 0.0137720 0.0137720 0.0098669 0.0000000 0.0000000 -0.0053992 0.0109820 0.0109820 0.0031910 0.0031910 -0.0147780 -0.0013858 0.0165650 -0.0220580 -0.0383060 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.143 -0.462 0.000 0.000 0.263 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.143 -0.462 0.000 0.000 0.263 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.350230 11.856622 9.457914 12.449047 8.386217 -1.416192 3.628097 9.397482 11.204053 1.168642 9.446338 8.742310 9.410249 12.105792 8.079556 8.240125 6.919091 8.198411 7.793154 8.675136 10.509997 9.026644 4.075550 9.155453 9.991500 10.692225 9.164901 11.799992 12.303410 10.167254 12.304792 2.284129 7.149754 7.529145 8.672489 10.894029 9.7296328 10.5306070 7.8965837 NA 9.8586611 8.4509794 7.4815460 9.8004465 4.9930901 10.4370103 9.2525857 6.5437031 7.9213227 10.5801742 7.3485724 13.5931357 10.2906283 10.9067555 12.6202178 13.4880714 7.8644716 9.3902502 10.4146120 8.4416818 9.3039449 9.4424588 7.4385690 8.4540652 13.4751047 8.4663437 9.0162425 6.2702019 0.9056590 10.6389831 10.1826836 13.0784938 7.2094095 12.2634007 9.1013701 8.3584877 4.7275448 9.8481433 10.7576901 15.6152188 11.3635883 12.4020832 14.1938316 10.8067974 0.5837116 10.4913425 11.5563215 9.9296602 9.6157464 9.9011134 7.7078222 9.8119181 13.0114064 11.1940335 11.9434489 3.9056301 5.4291908 7.3352447 14.7045274 11.4611766 12.0082607 7.1984107 NA NA 10.1738199 13.0120609 10.5698343 7.6171236 11.2966575 11.814772 12.913217 10.405475 10.306935 6.198410 11.330005 9.791935 6.351884 10.267573 14.258445 5.783373 7.790715 13.470862 8.435450 11.900124 10.489088 1.753605 13.779265 6.057082 6.345253 8.215350 10.341091 9.537897 9.857496 8.454065 8.881763 7.321793 11.868236 10.011537 9.874296 10.630143 10.601205 10.683048 10.741048 4.043134 10.324746 9.697443 12.243032 10.002080 7.540803 10.241912 9.120064 12.733527 6.378116 8.835183 5.958741 12.043132 10.538261 11.408461 13.369102 11.197030 9.177092 9.693531 10.840204 11.072846 6.256126 9.763610 9.426051 4.198408 3.628097 NA 10.470159 10.794265 9.698744 3.831624 7.546597 8.348572 9.762366 TCGA-BP-4763 79 1 1270 NA kidney stage i t1a nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.7272343 10.4464680 8.0070211 9.2112948 10.5224381 10.2350294 12.3868988 3.1422664 9.3085495 3.8527679 -1.3172469 10.4065016 7.3798081 8.8677161 8.7742761 10.9580922 7.7991845 8.3248925 9.5117704 12.1678083 8.8017817 9.2555409 12.6556410 3.2678054 9.4615750 10.0469753 10.1681669 7.7623256 9.5882276 -1.3172469 6.3832809 3.0751561 1.0047531 8.5423753 14.1991563 4.5654814 10.7135078 8.5957300 9.1766960 3.3832757 4.9307704 12.0340560 11.1794448 9.2536452 12.3830365 7.8223917 7.2864672 10.7995095 4.8121234 4.7052094 2.9307752 NA 9.8922940 13.8696126 9.2574343 8.5972257 9.8306816 9.0600512 10.2297351 8.6355821 9.3254971 8.3463989 9.2034594 6.0491624 10.9704059 9.8929031 9.3284990 11.2984703 12.0257487 10.1866664 9.5283306 8.6500669 3.7976252 10.8956410 9.6157935 11.2164138 9.9659290 5.8922939 NA 7.9543039 11.9731476 10.8396348 8.2867453 11.9639013 8.4966217 11.6353999 9.3266969 9.9098548 12.7255260 9.9803301 7.9829873 6.1985413 7.1174686 10.6732993 NA 11.0557058 8.4393971 7.1216330 13.5677743 9.2975505 8.9496271 11.5580141 9.6940679 9.6172687 10.0918338 9.2640412 9.7880945 9.8935121 0.6828429 11.1603460 10.2117831 1.4902107 9.6975586 5.4901946 11.3632002 7.1174686 11.0332274 6.3914412 4.6370363 0.6828429 -0.3172469 9.9134617 10.3867442 10.8980703 9.9188549 9.3374767 8.5553154 6.2657726 10.7469098 10.5298980 11.8502588 9.3212765 10.1786957 11.2115390 1.8527580 7.5957297 1.0047531 -1.3172469 9.5708228 9.5415989 9.3649573 8.4559798 8.3640790 12.9556162 15.0910045 5.9116604 11.7813663 12.1652705 9.5616580 1.8527580 4.7913661 0.2678354 -0.3172469 7.3798081 14.2085756 8.2239375 8.0794453 12.2268391 NA 7.5715843 9.4994644 8.8198317 9.5844618 8.0469755 10.8555807 8.9934536 11.2088508 10.8243092 9.0805154 10.6057966 7.7516190 4.1091014 7.1840412 9.9889024 0.01028500 0.36139000 -0.42113000 0.41228000 -0.01367700 0.00555290 -0.00277070 0.02370600 0.03594700 0.00858540 0.02539500 0.03905400 0.01265500 0.01028500 0.01028500 0.01028500 0.38023000 -0.43322000 -0.41904000 -0.41904000 -0.41904000 -0.00484610 0.41228000 0.00000000 0.00000000 -0.00498440 -0.41857000 -0.41700000 -0.00277070 -0.00027724 -0.00027724 -0.00180140 -0.00180140 -0.42090000 0.01013800 0.02609200 0.03594700 0.02539500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.000 0.370 0.370 -0.419 -0.419 0.000 0.000 0.412 0.412 0.000 0.000 0.000 0.000 0.000 0.000 -0.417 -0.417 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.397 0.000 0.370 0.370 -0.419 -0.419 0.000 0.000 0.412 0.412 0.000 0.000 0.000 0.000 0.000 0.000 -0.417 -0.417 0.000 0.000 7.660121 11.133536 9.409910 11.445223 10.233587 NA 2.383276 8.475631 10.624255 1.682843 8.400517 6.417550 9.342836 12.674628 6.397086 6.022690 6.333892 8.415856 5.770303 8.996857 11.964626 8.876366 4.109101 8.083720 10.399746 12.004064 7.662980 5.528331 12.768728 8.911659 11.371307 3.004771 6.991179 6.671525 11.128373 11.391278 10.435639 10.482527 7.178696 -1.317247 10.206403 8.607653 5.882513 10.522832 4.872666 10.205422 10.182188 5.852765 6.935506 11.071665 7.933139 13.585310 11.345509 10.798860 12.577469 12.631755 7.018231 8.136111 9.681431 6.290172 9.457628 8.441064 9.727918 7.237430 13.388581 9.396227 10.688816 5.158575 1.490211 11.369998 8.823670 12.970192 8.051347 12.655641 9.390200 7.775598 8.133227 10.522438 10.692669 15.485508 12.383037 11.581253 14.073077 10.785145 2.930775 9.677194 10.038742 10.507402 9.516521 9.328499 8.791365 9.677194 13.026928 9.819191 11.725996 6.571584 4.267805 6.496622 14.142180 11.139195 12.521552 5.921246 2.004753 NA 9.838924 13.074621 11.339337 7.699649 11.706075 10.843342 13.071262 10.717640 9.904428 6.949627 11.367589 11.389768 5.892294 9.843342 14.148280 6.671525 6.297551 13.559249 8.562424 11.853861 10.003641 2.682843 13.328049 5.150933 6.109106 9.321132 10.212759 8.902009 9.909253 8.574625 8.930768 3.206409 11.716608 11.092762 9.660121 9.844602 10.017673 9.964191 11.282754 6.694068 10.232625 11.392786 11.733235 9.013758 9.952552 9.830682 8.396261 13.130441 4.355263 9.176696 5.791366 11.973148 10.712818 11.714886 13.567774 11.159840 8.880057 9.788094 10.112247 10.885277 5.892294 8.943760 8.770303 1.267775 1.004753 -1.317247 9.579173 10.472073 9.510977 2.682843 7.571584 8.115382 9.959547 TCGA-BP-4765 43 0 NA 2184 kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.52260821 8.54374487 9.54065599 10.96739531 9.81057935 10.56487790 9.14384848 5.81211825 5.02511298 10.17206629 5.38610736 10.04834873 4.98204439 10.76472599 11.91480865 3.05312872 10.20482482 9.84102774 9.62298085 10.71270952 8.19817539 6.10757280 10.65981514 8.52010358 8.24750318 6.38610908 -0.64724147 9.45005918 8.24901767 -0.06235429 6.50750290 8.69587136 9.24522824 10.46251618 10.43116996 4.21066940 10.79663133 13.95198818 10.91492795 9.68360242 16.19609220 8.75035996 8.71682015 5.12087030 9.67292189 7.33852782 7.48967699 2.16211334 9.10339247 9.77568056 9.11423661 9.51003245 7.84453881 7.91873923 8.78104557 7.34420712 13.27294529 10.34420735 -0.64724147 11.91897743 10.75940338 8.07378489 NA 3.44015491 11.93188357 8.15842943 9.15196711 7.67235745 6.90343240 10.84002310 8.94701005 11.52793559 2.67461883 8.81314145 -1.64746744 NA 10.51822068 7.27154893 8.35550042 9.88016251 10.73611979 8.53756088 8.37227611 9.54990227 11.80890515 9.54682676 9.76789907 12.63591857 1.35270204 11.18328589 10.67545871 10.11174145 8.17286450 10.07463909 NA 3.44015491 4.39707733 NA 8.16486269 14.03026750 6.95631226 12.49479255 8.76737076 9.22227930 3.99654241 6.63345591 11.00776896 11.01067377 9.98931005 12.09605888 9.50433635 9.14140392 10.84754106 7.42146401 3.21066940 0.93764571 -1.64746744 8.88601507 13.80968153 9.44213590 10.55786783 9.77317218 6.39707904 10.98840365 7.83448496 9.41979041 12.52800113 9.75889043 6.10757280 10.97116048 10.07975503 9.24826086 11.47097773 12.71394394 10.85477140 8.48839490 9.45024356 2.71094415 11.29171365 9.10422945 10.98021935 9.57003745 12.32611381 -0.06235429 8.41067733 11.54898023 9.39209800 8.10909149 11.68751741 9.13240487 11.48357774 9.02952411 10.46935437 11.39263266 9.88650183 8.38121328 5.37505334 6.57185425 10.54497834 -1.64746744 9.91445076 9.47292332 7.37505334 13.40325691 8.95166851 9.13158408 11.17625177 9.98749653 9.74875506 10.57328145 9.10924171 10.19267662 8.01089674 2.52260821 11.14384835 8.88601507 6.91873923 6.80389604 3.84453630 11.02776041 6.55725690 9.42946763 6.30699857 4.87624680 NA -1.64746744 10.44379021 10.73314653 11.43516721 11.42263868 8.83750841 8.24598711 5.13627343 12.38559217 10.87305862 11.42129584 9.25355230 9.96693524 11.52167095 -1.64746744 7.76631356 0.67464143 1.16001661 9.73800863 8.83549337 9.16245352 8.79562897 9.53445891 14.02508321 15.39587302 1.93764571 11.60682834 12.16506338 9.71353258 -0.64724147 4.41877689 1.35270204 -1.64746744 7.55725690 14.74520417 9.24294971 8.53632105 12.10955449 NA 8.44544283 8.76050573 9.38473131 9.73260534 8.00553024 11.52963777 9.91397349 11.06564232 9.71736729 7.99654184 10.87232174 8.92633277 5.04449904 8.04463837 9.68695883 0.00051762 0.00343170 0.01080500 0.06846900 -0.00695630 -0.00114570 -0.02618100 -0.01343900 -0.01866400 -0.01619100 -0.01619100 -0.01619100 -0.05243200 -0.00419150 -0.00419150 0.00051762 0.00343170 -0.56547000 -0.56547000 -0.56547000 0.01080500 -0.00601420 0.06358900 0.00287870 0.00287870 -0.00114570 -0.00405310 -0.00405310 -0.01481500 0.00259870 0.00259870 -0.56756000 -0.56119000 0.00018910 -0.00999320 0.02675700 -0.01866400 -0.01619100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.510 0.000 0.000 -0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.510 0.000 0.000 -0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.1208698 11.9699233 9.1942499 12.5731394 10.1274726 NA 2.7450006 9.8238527 10.7466121 0.6746414 10.3722762 7.4025337 9.5251130 10.8495393 5.6006117 6.8365011 6.5474421 8.4401483 7.0941527 8.4935152 10.6827620 9.4295011 0.6746414 8.2459871 10.0453010 10.6604556 8.7715921 7.8059560 11.2255527 9.5313503 11.8040035 2.3526738 6.9563123 7.0531255 5.9149280 10.7083118 10.2622036 11.0692907 7.8080130 NA 10.4093233 9.0400612 6.7277245 10.7425857 5.4079679 9.9673953 9.3984451 6.2535525 7.5251128 10.7844443 7.6171280 13.2518536 10.1547979 10.4154063 13.8198771 13.2108122 7.8223274 8.7135326 9.8395205 6.4348350 9.7146293 8.6438562 5.7705384 6.7363898 13.5345366 7.7914774 9.0010430 6.0531244 1.3527020 9.8405255 8.5375609 14.2912773 9.9829527 12.6359186 9.6914218 8.1535855 6.7013688 9.9521335 11.5715514 15.7996395 12.0960589 11.8220729 13.6543960 10.7912174 0.9376457 10.7184611 11.5869042 10.4348345 9.3736654 9.2482609 8.2730384 10.4523620 13.0828902 9.7572948 11.5090846 4.4819705 6.2715489 5.9747381 14.2050928 11.7807839 12.7425185 5.7277245 -0.6472415 NA 11.1511573 13.0073215 11.7874258 7.4160805 11.2665099 11.4421360 12.9055947 11.0171328 10.1907076 5.1600408 11.4758369 11.2828684 5.7535644 10.0526917 14.4772917 5.3861074 5.7956293 12.6653948 8.7514292 11.5483653 10.7050048 2.1600489 14.3182894 6.2617377 5.8995793 8.6825378 9.9479430 9.4631688 10.4963875 8.7935545 8.9811311 4.6006147 11.6876571 10.1899192 9.9168350 10.3014178 10.4062720 9.7799983 11.3674034 2.4401549 9.7162728 9.7971828 12.6976000 9.1100756 7.6124284 9.7731722 9.0457455 12.8155072 4.1340484 9.1274726 5.0108962 11.5489802 10.5090847 10.5697344 13.4032569 11.0455189 9.7401644 10.1926766 10.8223273 11.0512448 5.6006117 9.5645739 9.5700375 3.3526879 7.2655747 -0.6472415 11.1254124 12.0982737 9.7867924 4.2834255 8.4454428 7.7233729 10.1680688 TCGA-BP-4766 43 0 NA 1462 kidney stage i t1a nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3877417 7.6332525 2.4910065 7.6672499 9.7183102 10.3242340 10.9750389 10.5325260 8.9599029 6.5331023 3.5650122 10.3460434 5.2317665 10.5884888 8.5571003 10.2189314 10.8043715 2.4910065 10.7331822 9.4010619 10.2027232 10.9194813 7.9137397 6.6224619 10.6921443 9.3932433 7.9012947 2.9435276 0.5650122 9.8513383 9.0170470 -1.7568184 6.4029541 8.9811757 2.7666376 10.7988709 10.8619278 6.1196010 12.3539362 14.4984072 10.8708453 10.6031075 15.6673810 8.4755044 9.9426560 4.6006325 9.6305624 7.8411360 5.2430826 2.3407047 10.9168342 10.2852456 8.4329081 9.4390708 7.5851579 8.1678958 9.8760787 6.9084190 13.3910436 11.1628779 NA 11.2061602 10.7674709 7.3091725 -0.7568184 3.1010617 12.3930687 8.1241973 9.4592230 9.0496332 7.4180094 11.6275974 9.8148361 12.4147302 3.9710009 9.4598293 -1.7568184 NA 9.9061967 5.3620245 8.8485629 10.3295515 10.1863308 8.6860270 8.8833285 9.2001855 12.1550278 9.6083123 10.0779495 12.0777520 -0.1720184 11.5588925 11.3589399 10.0712199 8.8336706 10.5399997 -1.7568184 3.6354062 4.8129397 NA 6.8760785 13.1506314 10.3918778 12.4632350 8.7258914 9.3800746 3.7666482 7.2902078 10.8957044 11.1806412 10.6836931 11.9221831 9.2203633 8.3839133 10.3975851 4.5098732 5.3723671 2.4129983 NA 9.4409144 13.4694204 9.8959285 8.9128543 9.2929319 8.1257265 10.6930059 7.9330816 9.5819089 11.4338341 9.1492225 4.6860242 10.3850660 10.5539802 9.4335256 11.2553588 12.3546267 11.4061041 9.7419328 8.7550141 3.3760681 11.3832742 9.1363850 10.9965091 10.1969162 11.5952648 -0.7568184 8.4814883 10.6410255 11.2291779 9.5958165 11.3047922 9.0029717 11.1285892 8.3078260 10.1749291 11.3803949 9.9119685 8.3351268 4.4329060 6.8280463 10.6901667 0.5650122 10.1888931 8.8697052 7.6714434 12.5730900 9.8914411 8.7928680 10.7114529 10.0528515 9.7967128 10.7391458 8.8687923 10.1749291 8.8053260 2.2430902 11.8973838 7.1826625 2.4129983 8.2929322 2.8869403 10.9534594 7.1041699 9.5823044 5.7179259 5.2765078 -1.7568184 0.2430597 11.2324780 10.0342464 11.5541222 11.3253988 8.5145464 10.2685622 6.9758617 11.1647385 10.9553955 11.3994826 9.3292196 9.4098742 11.4972263 0.2430597 7.8374078 1.9435088 NA 10.0991199 8.5063528 8.4439820 8.6588252 8.8660505 13.3607266 14.6519771 1.0504669 10.4853644 12.2508991 10.2157007 NA 6.0046340 -1.7568184 NA 8.0870045 13.7096698 9.7498869 8.9287085 11.5397129 -1.7568184 8.1619466 8.8870119 9.4155109 9.8628450 8.1196005 11.4581614 10.4841729 10.5795900 9.5043205 7.9912764 10.1863308 9.0326172 5.4783312 8.3266295 10.1088168 0.0000000 0.6783000 -0.0022311 0.0083495 0.6994000 -0.0024795 -0.0260160 0.0146240 0.0086498 -0.0150390 -0.0150390 -0.0150390 -0.0169870 0.0553870 0.0047967 0.0000000 0.7234000 -0.7326900 -0.7124700 -0.7318600 -0.7583900 0.0068188 -0.0094785 -0.0100340 -0.0100340 0.0064191 -0.7323000 -0.7339900 -0.7272800 0.0077927 0.0077927 -0.0048319 -0.0100000 0.0064015 0.0265280 0.0118100 0.0086498 -0.0150390 0.000 -0.701 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.708 0.000 0.000 -0.732 0.000 0.000 0.000 0.000 -0.701 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.708 0.000 0.000 -0.732 0.000 0.000 0.000 2.943528 12.318061 8.477901 12.590843 10.039529 NA 2.886940 9.971854 10.750878 1.050467 9.781757 7.143950 9.294972 13.275215 6.828046 7.702515 6.462252 7.372366 8.228925 8.885135 6.865136 10.026082 2.243090 8.645030 10.020339 10.261979 7.837408 5.287476 11.437994 8.017871 11.989639 4.857792 7.488636 7.348992 9.933081 10.518626 10.2409686 10.4802934 8.2303476 -1.7568184 10.5034150 9.4054749 4.7508798 10.7175500 6.1010638 10.0568646 9.9971359 6.9225630 6.7627195 9.8443900 7.1257265 13.2799868 9.6498200 10.2754736 13.2588905 12.3941000 8.1529764 8.7238735 9.8153100 7.0854342 9.6482249 8.9093075 5.6094063 1.9435088 12.9310605 7.8186224 10.2342510 4.4525361 3.1010617 10.6175796 9.3877416 13.2275464 9.9735536 12.0777520 9.7344356 8.2806302 6.0642189 6.2203628 11.2953118 15.7486469 11.9221831 11.9833913 12.4312086 10.9370059 0.8280628 11.3524244 9.0252628 10.4415285 8.8788017 9.4335256 8.7127254 9.8977195 12.7949119 9.9048616 11.3934638 3.6006385 6.6311014 7.8015040 13.3636944 11.4037428 12.7845431 7.7568111 -1.7568184 -0.7568184 10.8228708 12.3805550 11.1475130 7.5098700 11.0429722 11.5807053 13.5072695 11.0215713 10.3424313 6.5145468 11.6608041 9.0004736 7.2458987 10.2598918 14.7961343 5.2317665 6.1379010 12.8925389 8.4029549 11.6801853 10.8753971 2.9979788 13.5259909 7.3958246 6.4229932 9.4302932 10.0407449 9.9146245 10.2038095 9.0228028 9.4525368 7.2374366 12.5373452 9.7597684 10.4004304 10.2847426 10.2292810 9.6137709 12.0924886 1.9435088 10.0971727 2.7025246 12.8591923 9.4987022 10.3848713 9.2929319 9.3948041 12.5875181 3.5284838 9.1914506 6.8280463 10.6410255 10.5573835 10.9008485 12.5730900 11.2574527 9.7060969 10.1749291 10.8223994 10.7425531 6.3145461 9.9487159 9.8223994 1.8280628 6.9012953 -0.7568184 10.4919005 12.5135993 9.9942090 3.8869403 8.1619466 7.9452560 10.3331958 TCGA-BP-4768 72 0 NA 400 kidney stage i t1a n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.87514696 10.69019925 8.18542257 -1.61882740 9.73100941 9.57814565 7.58830613 4.23927583 0.70318931 9.14699194 8.77789637 2.62921672 5.78217002 8.52084297 1.38128337 10.76364536 7.97187861 5.14947481 12.48172881 12.87720895 10.73305889 9.90827972 15.95716307 7.80125180 9.14034743 4.73884348 9.63926853 7.77146042 3.70322254 2.73037911 10.05592513 10.11769335 8.19987352 9.96202116 8.17895311 8.45677084 9.51700083 7.05724880 13.14128367 11.63425251 NA 11.39688077 11.11032800 6.33548862 NA 7.45810717 12.19657471 7.75633081 9.52148227 6.45275356 8.73994259 11.19487231 9.32087071 12.32317450 3.77360607 9.64514755 -1.61882740 NA 9.97934402 4.21417922 7.92238817 9.26317012 10.79940759 8.98306229 9.25780833 8.52212129 12.05024071 10.03950294 10.51796223 11.92963176 0.96628279 11.23359667 11.28517331 10.53421007 9.72169802 9.96155012 NA 3.99600000 3.84072506 -1.61882740 9.46941715 14.05476621 10.38199580 12.68428732 9.33257614 9.48589027 3.70322254 7.17895261 10.67476314 11.43148026 10.46344049 11.54158206 8.00882524 8.15607852 11.25049977 1.38128337 2.08171457 1.18865412 0.38128337 9.96343352 14.27532764 10.49763542 11.07063432 8.55371914 8.44738083 10.04395988 7.99784054 9.21539103 8.75850206 9.40712306 5.61969765 10.65486566 10.52052302 9.26851206 11.24179652 12.81357239 11.87614706 8.61850150 8.74707819 3.15845014 11.34905809 8.93396058 11.09188274 10.24150940 5.72114021 NA 8.28517331 10.88462036 11.84173970 9.41295825 11.42089599 8.52849631 11.04284690 4.87314385 9.54494126 11.74816005 10.06866718 8.92035345 4.88908410 7.29418052 10.30943975 0.70318931 10.66206225 8.66784920 7.59561033 12.81350713 9.29492901 8.39949156 10.93179783 10.05592513 8.74979804 11.19585993 8.44063583 10.24276611 7.90289180 -0.61860587 10.84532664 4.79068343 -0.61860587 9.47404863 3.93588401 10.80440743 5.79914431 10.19635045 6.68246796 4.16265316 NA -0.61860587 11.20406146 10.67763420 11.55168606 11.84749545 8.34851793 9.65182039 6.93449881 10.64719946 10.20545471 11.52515299 9.27459294 9.44401227 10.85677161 NA 8.30313230 2.77361662 -0.61860587 9.88213343 9.56492685 8.99139344 8.48589007 9.29043454 14.10124175 12.61865084 3.80756101 9.92287217 14.12686078 9.88958153 -1.61882740 3.62351574 -0.03371721 NA 7.54870942 14.20176965 10.15977940 8.77468198 11.35552680 -0.03371721 7.10921219 9.20039278 9.59682448 9.64632037 6.99600113 11.09489278 9.67361313 11.10516570 10.56663157 6.27610951 10.67935403 9.14699194 5.42863487 7.90872946 10.28140361 0.34917000 0.30866000 0.36699000 1.13230000 0.73825000 0.34137000 0.30176000 0.29700000 0.27728000 0.00035106 0.00840330 0.00000000 0.00299710 -0.11599000 -0.11599000 -0.61042000 0.30866000 -0.62757000 -0.60298000 -0.59063000 -0.59466000 -0.10296000 0.31359000 -0.11188000 -0.11441000 -0.13826000 -0.61150000 -0.60366000 0.32188000 -0.12453000 -0.12453000 -0.13763000 -0.10466000 -0.60559000 0.30898000 0.37521000 0.24097000 0.00035106 0.322 0.322 -0.126 -0.126 0.331 0.331 -0.105 -0.606 -0.118 0.309 0.309 0.297 0.297 0.375 0.375 0.277 0.277 -0.116 -0.116 0.315 0.315 -0.126 -0.141 0.309 0.309 -0.603 -0.603 -0.113 -0.113 1.152 1.152 -0.112 -0.112 0.739 0.739 0.203 0.341 -0.604 -0.604 0.000 0.000 0.322 0.322 -0.126 -0.126 0.331 0.331 -0.105 -0.606 -0.118 0.309 0.309 0.297 0.297 0.375 0.375 0.277 0.277 -0.116 -0.116 0.315 0.315 -0.126 -0.141 0.309 0.309 -0.603 -0.603 -0.113 -0.113 1.152 1.152 -0.112 -0.112 0.739 0.739 0.203 0.341 -0.604 -0.604 0.000 0.000 3.188654 11.736092 9.405739 11.863091 9.235381 NA 2.840725 10.198675 10.806940 -1.618827 9.698704 4.053720 8.392519 12.854997 6.595611 7.260874 5.571116 5.571116 7.122759 9.244703 11.376175 9.577894 4.721143 8.251656 9.868126 9.759586 6.935880 7.285174 12.271271 6.954938 11.839266 5.571116 6.981204 7.576048 9.362859 10.035928 10.0856274 10.6944579 7.7970331 NA 10.8213820 9.0642860 4.8407251 11.1322078 4.6850711 10.3072168 9.5593339 6.3120280 6.6101094 10.1457484 5.5310383 13.1365964 10.1659264 9.9844542 12.6447808 12.8950808 8.0607716 8.0377166 9.6256553 6.8969911 9.7943905 9.2639346 5.8731439 3.4256876 12.7543605 8.3456323 10.7560593 4.2639358 3.3354833 9.7547005 9.2555045 12.6986334 10.2400496 11.9296318 9.5950032 8.0088252 6.1231633 11.8767718 11.9519774 16.5469051 11.5415821 12.2070453 14.5386976 11.0998243 -0.6186059 11.2885577 8.6173058 10.6747631 8.9520959 9.2685121 8.3798817 9.9397122 12.6775625 9.4433377 11.5315100 -0.6186059 6.1494748 6.3980989 14.3697800 11.0550422 12.6840018 8.1626511 NA -0.6186059 10.9758494 12.3863019 11.7179250 7.2392720 11.5157178 11.0495117 12.7469304 10.9962313 10.0669163 6.6759119 11.8001982 10.2181309 3.9048501 9.7110879 13.7513563 6.8691311 5.4581064 12.0823369 9.0179161 11.5521554 9.9904702 2.7032115 14.5999493 6.3692937 6.3412938 8.8187835 9.0233432 9.5291324 9.8049327 7.6597412 8.8851073 7.0287504 12.7815039 10.8796421 10.2141815 10.7649958 9.5698803 10.5214822 11.4391140 1.1886541 9.9863080 7.8930442 12.9025245 8.8570249 10.3812915 8.5537191 8.9329420 12.3359422 2.5512207 8.9606076 1.7032336 10.8846204 10.2485702 10.8104367 12.8135071 10.3027606 9.8216417 10.2427661 10.7388435 10.8641902 6.0466264 9.9068123 10.0115587 0.9662828 2.7032115 -0.6186059 10.1032451 11.7935901 9.2821583 2.9048501 7.1092122 8.7725350 11.0070003 TCGA-BP-4769 63 0 NA 1876 kidney stage i t1a nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.53.0 NA NA 2 NA 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3128794 10.2593993 6.8329090 9.1996424 12.2832903 9.9568267 11.4452460 -0.3862798 -1.1475217 5.8329103 9.7423797 6.0649518 11.3028652 7.5385537 12.0264430 6.9083614 9.8219751 7.9129486 6.9356695 10.4917918 8.7183397 10.0925105 12.9086487 2.7836662 6.7836662 -1.3860912 NA 10.3446355 10.1906976 8.0587559 4.5679348 8.9985247 9.2611993 10.1509593 9.7679260 10.7012037 10.4118075 4.8805288 4.1373068 9.7012037 5.6798291 11.1198005 7.9734902 10.0135528 11.6221695 1.6137202 8.4763780 9.4434637 9.8473606 10.7071584 7.6109200 5.4592316 11.0242081 8.7566137 7.7012039 7.6361083 -1.3860912 9.0925106 8.4466309 0.6137202 4.4963856 8.6865432 2.0731690 9.4701663 10.5043851 7.6165562 10.7320298 14.5421898 10.9348233 11.0955403 15.6883109 8.6457867 9.4008271 5.0060601 9.5737428 7.6985491 7.0103457 2.7011942 7.0935211 8.9345413 9.4986745 9.6102143 9.1797949 7.7936501 9.1431715 6.8183125 13.0684900 10.8802346 NA 11.5381822 9.8495817 10.4592309 NA 6.0483692 10.2795209 8.1854934 9.7571241 8.6784836 8.1075963 10.7504116 8.9424157 6.5654342 2.1987142 9.0156871 0.6137202 -0.3862798 10.1982337 8.8652232 8.9887804 9.6340263 9.9657843 7.9014534 9.1195525 10.5470626 11.2585593 9.5809672 9.9186625 12.2868291 7.3918184 10.7142981 10.7472042 9.6305491 6.9974448 10.1100954 NA 2.4211021 3.0060646 0.1987456 4.5444792 13.3445294 3.4717207 3.9356672 9.1165727 9.9947429 2.1987142 7.1412182 7.7064981 11.0790522 10.3211000 11.5936269 8.2136535 5.6024242 10.7404454 7.9311535 8.5009614 3.9356672 0.6137202 10.4044966 13.8200303 9.2476442 11.7018665 10.3930499 6.8758353 10.2656895 7.8968295 10.0034045 9.1528996 10.1010785 10.4864157 10.6526530 9.3365483 9.1115927 11.8470609 12.5533201 10.7707719 7.8875362 9.0219857 5.1627941 11.6617168 9.4887223 9.6629087 10.2777436 8.3176446 2.9356672 9.7196494 12.0104794 9.0707215 6.6996113 10.6801664 9.0294827 11.4584466 9.4709443 10.4952373 11.6565972 10.4073441 9.0292607 4.0731690 7.8134131 10.4564840 NA 11.1847824 10.6291559 7.4933239 12.7677678 9.8004741 8.4917918 11.0297466 9.4482119 10.3416614 10.8463866 8.8121860 10.4852611 8.1778904 3.1986984 12.0500620 7.9690918 4.3686287 1.1986827 4.6137438 10.6267145 7.3245469 10.3262119 6.9506049 3.9712952 NA 0.6137202 11.0525327 10.5485375 11.1168212 10.6444080 9.4105917 8.6891531 5.6193661 11.2772990 10.9583142 11.2919008 8.9909515 9.7628529 11.7089730 NA 7.7430241 -0.3862798 NA 10.4154492 8.5621081 8.4466309 8.5085586 9.8799417 13.8783667 14.9787487 1.1986827 12.2994752 11.2728448 10.2480981 0.1987456 4.1987063 0.1987456 NA 7.5024842 14.5633168 8.0649518 8.2173674 12.9908836 NA 7.6581351 8.8374170 9.3262679 10.1421950 8.2843971 11.3987846 9.6757870 10.8796489 9.8170889 7.8852040 11.0615990 8.7761323 5.0703807 7.6767582 10.0879538 0.00069327 0.00020282 0.00138680 -0.00332430 -0.01216200 0.00000000 -0.01367700 0.00680440 0.02146300 -0.03081300 -0.03081300 3.65690000 -0.02959600 0.00069327 0.00069327 0.00069327 0.00124810 0.00138680 0.00138680 0.00138680 0.00138680 -0.00097017 -0.00420740 0.00114440 -0.00173720 0.00000000 -0.04360200 -0.04360200 -0.01367700 0.00083195 0.00083195 0.00529750 0.00529750 -0.00609040 0.00471900 0.01866300 0.02146300 -0.03081300 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.7025291 12.1396287 9.7532921 10.3314173 9.3893511 NA 5.5679378 9.6622278 10.8506520 -1.3860912 10.4085628 8.9072125 9.7216117 9.1075963 5.1055943 4.9887801 6.1987043 8.8956710 5.2861678 8.7326820 10.4553052 9.0358056 -0.3862798 8.7911603 9.7602905 10.3547865 8.7886665 4.5206297 11.6933923 11.2440080 12.1441058 2.1987142 7.3279864 7.7300849 8.4081569 10.4347176 10.0960446 10.6598417 7.9198025 NA 11.0793072 9.6885512 8.1625625 10.7936500 2.3141745 10.0985638 9.0082037 6.7222652 6.6958894 9.8207551 8.9887804 12.8695071 9.8533393 10.4146407 13.2914605 13.0177514 7.2467358 8.9072125 10.5164928 5.8805264 10.0793073 9.2569658 10.8781834 6.7986157 13.7269947 9.0178181 10.7612638 9.1692887 2.4211021 9.9723921 9.2852820 13.0631475 9.4138318 12.2868291 9.1548376 7.9800630 6.5986153 13.4202905 11.1326399 16.4462972 11.5936269 12.1072211 12.8931338 10.8569148 0.9356860 9.9795165 10.3606750 11.0569434 9.0284260 9.1115927 7.9037596 10.2638951 13.0582382 7.5024842 11.4900621 3.1986984 4.9356672 8.4560911 13.6837528 10.4053107 12.0518829 6.6416472 0.6137202 NA 10.1826470 12.0758597 11.0025627 7.6221697 11.4265198 11.7217752 12.8540105 9.8219751 10.4917918 5.6471648 10.1587052 9.9384840 7.7911603 10.3080987 14.1810939 5.6798291 9.2932210 12.8752408 8.7130888 11.6987153 10.1577393 1.9356860 14.0896959 5.8204624 5.8991442 7.2010310 9.8097281 9.7287845 10.2625478 8.4337761 8.7274832 9.8557239 11.3089692 9.9396084 9.7973762 10.4736638 10.4541254 10.6995452 11.1254935 2.1987142 9.9723921 7.2467358 12.8701184 9.0618572 7.0772654 10.3930499 9.0450295 12.4809231 3.6137438 8.0188823 7.3141808 12.0104794 11.1412179 10.9682657 12.7677678 10.7186671 10.7789619 10.4852611 10.7698240 11.0932533 8.0124843 10.5555221 9.7372157 -0.3862798 2.6137438 NA 10.9424158 10.1923447 9.6305491 3.3141745 7.6581351 8.2266092 10.3429367 TCGA-BP-4770 73 1 329 NA kidney stage iv t4 n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.56.0 NA NA 1 1 2 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 1.629947e-06 5.548757e-07 9.72782858 11.36551709 7.19791747 0.82635527 10.78867592 11.21580465 10.91700002 -0.49553215 3.96909522 NA 9.33811104 6.85757674 10.77530945 8.33097871 13.03355567 6.62855198 9.96078463 6.70900107 1.82635527 10.96181105 10.14963828 9.10805655 13.52467227 NA 4.82636035 -1.49573556 -0.49553215 9.85978122 9.05805939 7.72117577 6.75709527 9.41881526 10.21135783 8.64398170 10.87702318 11.23998618 9.55631886 8.93174303 0.82635527 9.83534699 11.94465050 9.86527720 1.67437025 10.16264170 11.77968173 4.02799443 11.71281697 9.92807136 11.06285087 10.59189302 7.61295472 2.08939645 10.00373293 9.31660760 8.19791698 8.01024164 -1.49573556 9.91010347 9.28497004 NA 6.10434295 9.24505421 8.97305414 7.95357896 9.11176062 7.36861646 8.36547034 12.31409785 11.78766325 9.71510161 15.76474332 9.96642109 11.18060763 5.24589872 9.48385547 7.77355662 11.21996324 2.52413892 3.63371019 9.58524763 9.07428573 9.35773981 9.16798834 7.49027248 4.43516851 7.87511777 13.15076387 10.84983542 NA 11.59321841 8.62522519 8.40529679 -0.49553215 9.87184488 7.96795477 7.75945881 9.81220025 9.16353421 12.67451172 11.88150510 8.71022338 5.00746015 -0.49553215 8.34835106 1.50441700 1.67437025 10.54506235 3.14828336 9.88489123 9.20573657 9.92649496 9.62919777 11.96757136 11.37383127 11.88313011 10.18214987 9.65417737 9.46804889 10.16487186 9.99263688 10.17331511 10.35851934 5.33731861 10.11129806 NA -0.49553215 -0.49553215 0.08936255 -1.49573556 14.36197387 0.08936255 5.49311570 9.67810730 11.21738699 6.33097781 5.41132116 8.61033871 9.43664492 11.22339111 10.77557514 7.06285134 8.22381879 10.93148111 6.13378749 NA 5.31178645 NA 8.31500189 15.32267531 5.20486846 1.50441700 10.40076259 7.13013911 8.68060320 8.57589241 11.15660967 2.08939645 6.68433907 9.95357882 11.10582727 9.14557888 8.78983226 9.56512608 14.86409397 12.22819778 10.36279982 10.53819728 6.23364268 12.35559361 10.53233615 7.22552945 8.75472853 1.50441700 5.43516851 8.30371181 11.20660287 9.34222360 8.05209577 10.59288717 7.79444901 10.07143555 1.31179372 10.29437136 12.94452071 11.07143555 9.20562393 3.36241378 9.80821095 10.62466808 0.82635527 8.40680535 12.36512920 5.39924630 13.50706942 9.13378672 9.69178225 10.96872064 8.97101639 10.70900133 11.36021166 9.75591255 10.58391495 0.08936255 3.59189480 11.70532878 2.41131777 4.05901776 1.08936255 4.33731861 9.73024017 3.75235255 12.00244790 6.68985125 6.36241203 -1.49573556 2.41131777 10.65354214 11.18917878 10.94503987 11.35695969 8.55155408 5.23900462 5.69089196 10.52714474 11.60624173 8.08185888 8.12465020 9.73204614 10.46298285 6.23234993 8.91911539 NA NA 11.17176352 8.69301888 10.10527225 9.34363389 10.52575726 12.77924509 14.44355022 6.92228230 10.36202248 10.48635418 8.91382110 -1.49573556 3.74436564 2.41131777 NA 5.73324858 13.73471337 7.59189330 7.13378646 12.67435518 1.67437025 8.83870348 8.47733814 11.30229431 8.84983542 7.36861646 11.65592247 9.68992514 10.26140341 9.44841018 10.70010996 11.83506701 8.82748498 3.67516104 6.69237558 10.84622697 0.0000000 -0.4329000 -0.0042929 -0.5508600 0.0502500 0.0871000 -0.5799800 -0.0136770 -0.4440500 0.1584600 0.1584600 -0.3101400 -0.3101400 0.0399020 0.0399020 -0.0968760 0.0154470 0.1460700 0.0807990 0.0807990 0.0807990 -0.5171200 0.5346700 -0.1110400 0.0298880 -0.0555420 0.1138900 0.1138900 -0.4021900 0.0192230 0.0192230 -0.5377400 -0.5377400 0.1521800 -0.5971500 0.4588800 -0.4440500 0.1584600 -0.402 -0.402 0.000 0.000 0.000 0.000 -0.538 0.152 0.000 -0.588 -0.588 0.000 0.000 -0.556 -0.131 -0.423 0.000 0.000 0.000 0.000 0.000 -0.567 0.000 0.000 0.000 0.000 0.000 -0.517 -0.517 -0.016 -0.551 -0.111 -0.111 0.000 0.000 0.000 0.000 0.114 0.114 0.158 -0.152 -0.402 -0.402 0.000 0.000 0.000 0.000 -0.538 0.152 0.000 -0.588 -0.588 0.000 0.000 -0.556 -0.131 -0.423 0.000 0.000 0.000 0.000 0.000 -0.567 0.000 0.000 0.000 0.000 0.000 -0.517 -0.517 -0.016 -0.551 -0.111 -0.111 0.000 0.000 0.000 0.000 0.114 0.114 0.158 -0.152 4.2323538 10.9605279 9.1996584 8.6617770 8.6246679 6.8353468 3.2593177 9.0931447 10.0930137 1.5044170 9.5845815 0.5044679 9.7314445 13.2989476 6.9095715 7.0161832 6.4351668 9.0940814 6.9882461 7.0397054 11.4238522 10.1406017 5.3870730 10.3246091 9.5508722 10.4214292 12.0255398 4.0590178 10.6330690 5.0122245 12.4969180 1.3117937 5.6942534 8.6967231 1.3117937 10.9648861 10.71631850 11.07286141 8.87729518 0.08936255 11.60952025 9.70900125 5.14828743 9.69795552 5.69425340 10.63692989 7.94529927 7.86637391 4.99628479 10.00626730 10.08563073 13.80935186 10.97686716 9.89782065 12.92853085 13.05721933 6.03581083 10.44437667 11.38190607 9.32221322 11.07926023 10.23235065 7.29233268 9.81901348 13.95908291 11.10898339 4.45862480 7.90317388 8.35929846 10.27426807 7.46443221 13.40274814 8.36861646 9.46804889 8.21523642 6.31178464 2.57310787 7.25931769 9.94996237 12.84128537 10.77557514 12.64230189 13.09729595 9.70103228 5.75235790 9.53509726 9.96181112 10.98749014 9.71205474 8.78983226 7.20833387 10.66587700 13.20438213 9.73625140 12.18170938 3.78983356 8.04552706 1.82635527 14.35288099 10.70195410 11.94659614 7.03190682 3.25931769 NA 9.86692204 13.68496099 11.60066272 7.21523691 9.93905846 11.49913717 11.85274340 9.96078463 10.96181105 5.88813439 8.68558244 7.78055486 5.62337234 9.58057779 10.98751785 11.94465050 9.27178701 13.58911320 10.00278085 11.55920408 9.49240462 2.82635527 11.52263037 7.05390634 7.41132116 7.70662724 10.61295463 8.08374630 11.18610786 9.15637892 8.88525923 4.94737160 11.39393413 9.40981710 8.41432330 10.83170215 11.12097900 8.12465020 9.17685556 3.78983356 10.79444901 9.14467507 12.57437581 8.06476324 5.10434505 10.40076259 9.63871538 12.60583142 4.11914034 8.55427879 0.08936255 11.20660287 11.21588204 9.31580485 13.50706942 11.06834144 9.86363063 10.58391495 11.91156516 11.23893449 7.32779783 9.41507286 10.56883616 3.45863136 0.82635527 NA 10.56917292 9.33526216 9.38094715 4.28578689 8.83870348 7.00825605 10.10015389 TCGA-BP-4771 62 1 162 NA kidney stage iv t3a n0 m1 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 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9.5428009 10.2123488 6.9125145 12.2717767 5.0424255 9.5491611 10.7053888 4.1355349 12.0238959 9.3154424 11.4520033 10.3595349 7.7003176 6.1430280 10.4883859 8.7913619 8.1070769 7.1467601 -0.4494933 10.7091803 9.2396952 3.1944338 7.0974654 9.6630103 3.8724939 10.4960145 8.1707904 4.7984964 10.8981560 10.1790162 11.5791675 9.9261532 14.5328290 7.9557121 8.3514706 5.7502420 10.6643129 7.4514378 7.0897291 2.5720408 9.0374058 9.6837129 9.1560502 10.0399169 8.7115386 8.4589635 8.3563146 7.7254965 13.0801842 10.9575728 -0.4494933 11.6599117 10.5903328 8.1089912 0.1355349 7.2818902 10.6416754 9.2034155 9.8981920 8.0583652 8.9799773 11.1726225 8.7697393 10.3147664 3.4085488 8.0384109 0.8724742 -0.4494933 9.6373704 6.3897750 8.8543514 10.1625176 9.8998519 8.7440962 10.9565099 9.5357011 11.6233582 9.8526384 10.1948776 13.2936695 2.7204974 11.5163405 10.9731612 10.0074384 9.6577877 10.1803826 NA 4.0741286 4.1652769 -1.4492963 7.1166247 13.5947940 5.1799290 12.0401678 9.8520669 9.9092218 5.6380333 7.0343863 10.5349891 10.7987948 9.9498486 11.1950647 10.3631492 9.0504165 10.5174366 7.1835659 0.8724742 2.3579179 0.5506052 10.6472858 14.0151802 8.3384734 10.9517169 9.9578384 7.0017820 10.5018554 7.8634535 9.4131538 10.1721647 8.8959760 6.8859611 10.0921756 8.9157996 8.5547910 10.5645912 11.6446484 11.7407040 9.6085624 8.9290823 2.2893328 11.2928801 9.3506617 9.1166247 9.7286131 9.9461047 -1.4492963 8.4634602 10.9768355 5.1784677 8.0956898 10.9880627 8.3991937 10.9461048 7.1689559 10.3719461 11.4122392 10.3466102 8.5559986 6.2016221 7.8243663 10.0563822 NA 8.2937222 8.1944269 7.5561949 12.0335047 10.6287215 8.4679430 10.7220603 10.5537372 8.7453274 11.1457209 9.3555084 10.4960145 7.7053891 2.6380275 11.1787884 6.4270882 3.1355349 7.1204266 4.0424255 10.4366483 6.0100032 10.2873954 6.6824272 6.5949650 -0.4494933 2.0099920 11.4895989 10.5040396 11.5105726 11.8537806 8.9684232 9.7763806 7.0941051 10.8126656 10.5826164 10.7868839 8.6406831 9.5784767 11.9194863 1.3579461 8.7901693 0.5506052 -0.4494933 10.6955475 7.4544523 8.3850418 8.6604014 10.0105145 12.4853673 13.5392554 -0.4494933 10.5687709 13.0379083 10.6186771 1.3579461 3.4085488 1.7204974 NA 7.5249851 14.4307281 10.0232616 7.9684232 11.3494474 NA 9.3245341 8.9598238 9.6952290 10.0130729 7.5018555 11.5156335 9.9288655 10.9385879 9.8785779 8.7229981 10.7003178 9.5826164 5.3211344 8.4971844 10.2895074 0.16685000 -0.00424470 0.00041593 0.00819590 0.32028000 -0.00520820 -0.01175500 0.02665400 0.02426800 0.00986690 0.00986690 0.00986690 0.00739880 -0.28988000 0.16685000 0.16685000 0.00179570 -0.33133000 -0.33133000 -0.33133000 -0.33133000 -0.00843850 -0.01156600 -0.00831680 0.00889200 0.00000000 -0.01697900 -0.01853300 -0.00540230 0.00629530 0.01014600 -0.00456950 -0.00456950 -0.33049000 0.01866300 0.01433000 0.02426800 0.00986690 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 -0.300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.320 0.320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 -0.300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.320 0.320 0.000 0.000 0.000 0.000 0.000 0.000 7.3579258 11.3880015 8.7889754 11.5159943 9.5540886 0.8724742 4.7793911 10.0166472 10.7018695 3.6798516 9.0313610 5.5047666 8.9578386 13.9867617 10.0379083 9.8061895 5.8543523 7.3021143 10.5249852 8.5603993 10.1327127 10.9399332 9.8061895 9.1166247 9.4324494 9.3474214 7.9599614 11.4419747 11.0969829 8.7204957 12.3703127 4.0741286 6.7453274 7.4753833 3.8359746 10.2401320 10.5593495 10.7388504 8.5575981 0.1355349 10.0012665 8.6875618 6.2852801 10.7745724 5.3579249 10.3372487 10.0578698 6.5047666 7.2440574 9.7085492 7.6085624 12.7242478 10.2712425 10.2092285 13.5772670 12.6490963 8.1762794 9.8758762 9.9810232 7.8359727 9.8179426 9.6714565 8.5392554 7.0384109 12.8974999 8.0760914 8.0242765 5.2370703 3.1355349 10.0353935 8.6099152 13.4170286 10.7913620 13.2936695 9.2510104 8.2665326 6.0205378 11.4600888 10.5253437 14.9103717 11.1950647 11.8346718 12.7161843 10.8100198 2.6380275 11.8569172 10.4058285 11.5168959 9.1070769 8.5547910 8.2370713 10.4827855 12.4619627 12.4271836 11.3272073 5.3707502 7.3514702 4.7204974 13.9845701 11.4905171 12.6820258 7.6486028 -0.4494933 NA 10.0479236 12.9655201 11.9330461 6.9976537 10.6449784 11.5581236 12.5142796 10.7192428 10.6469565 9.7385412 10.5673790 12.1211380 6.8126651 10.4282383 13.5607242 6.9125145 6.8634541 12.4156959 9.3802935 11.6830704 10.2716698 3.0741286 13.5587804 8.0881193 7.9976537 8.5070196 10.4890476 8.9997193 9.6830704 7.3547016 9.1166247 7.6031389 11.5677271 10.0444261 9.6132915 11.0376570 10.7204957 8.8837259 11.0424238 6.0017820 10.9723726 4.4813054 13.0024534 9.1032398 7.1317716 9.9578384 10.3680940 12.4756615 7.1541974 8.5729385 6.0343874 10.9768355 10.6051750 10.7385413 12.0335047 10.2353194 9.4574613 10.4960145 11.1917193 10.4634638 7.3352054 10.2691035 10.2427503 1.8725136 0.5506052 -1.4492963 11.4930852 12.1757064 8.8937563 5.4332132 9.3245341 7.5812375 10.2695316 TCGA-BP-4774 57 0 NA 1885 kidney stage i t1a nx m0 19-3-2015 female 2005 1885 NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 5 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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7.7209433 4.2109732 0.5385382 9.7065939 8.6405244 0.1235338 6.6882965 9.1918686 4.3714404 10.9760407 9.6889308 6.8961011 10.1556672 15.1334419 11.1967602 10.7391409 16.2214542 8.7685691 9.5300705 5.1084032 10.0354025 6.9222526 6.3067325 2.6579143 10.0127617 10.2921833 8.9070553 9.9669089 8.0988817 8.2545109 8.3362102 7.2038844 13.8252869 10.2136236 NA 12.0146620 10.1903942 7.3362102 NA 2.7084742 11.3934171 9.1412476 9.0786768 7.8672237 6.9479396 11.7215637 9.1660825 12.0285547 3.9648145 9.1624301 -1.4615612 NA 9.8861701 4.5385506 8.9103252 9.9882133 9.8117614 8.2800158 8.6444573 9.1017449 10.8749492 9.7140983 10.2145058 12.2254869 1.1235338 11.4405903 10.4231009 9.5483773 8.8423296 9.8587851 1.1235338 4.2934367 6.1751733 0.1235338 7.6444569 13.7785201 10.0767376 13.7479259 9.2389884 10.1578517 4.2389855 6.8100112 10.4847239 10.6668653 10.1760793 12.1474746 9.8371842 8.8772851 10.8035776 5.9814919 3.7084742 2.7084742 0.8604464 9.2639149 13.5785815 8.9887290 10.4521861 9.3627118 6.5329029 11.0735810 8.2715639 10.1466002 12.5135906 9.8041638 6.1235110 10.6115053 10.6002574 8.6971584 11.1945266 12.2811739 10.9786393 9.1486507 9.2094617 5.4701138 11.6936832 8.9574556 10.0178238 9.4004111 9.5553570 -1.4615612 8.1806004 10.9822693 12.2143195 9.1753909 11.4589016 9.0921781 10.5640344 8.5774677 10.5808920 11.0713916 9.9287176 8.7322220 4.6260127 6.9773406 10.4031218 0.1235338 10.4762903 8.5965405 6.9436905 12.6712894 9.4670671 8.7320741 10.7555977 10.3063193 9.5567490 10.9589748 9.1769847 9.9600877 7.3394483 2.3459073 11.6800173 6.7034551 2.5385382 6.7134745 4.0303979 10.4473166 8.1272634 10.5153025 5.6975125 4.9479420 -1.4615612 0.5385382 10.8894879 10.6863896 10.9482048 12.1240981 8.0503014 8.4316986 6.3633796 12.2578306 10.9650755 11.1293696 8.5938311 9.9595615 11.5501254 0.5385382 8.1477275 -1.4615612 0.8604464 9.9125014 8.6046377 9.1760794 8.9794178 10.2184685 13.9442220 14.8057194 3.4927505 11.2320357 11.2324712 9.7619471 0.1235338 2.5385382 0.5385382 NA 6.7625508 13.0437400 9.8933490 7.7864761 12.2641280 -0.4613625 8.5539637 8.7729110 9.7929869 9.5036115 7.9092361 11.4918358 9.6026178 10.6190332 9.4414513 8.3539319 10.5093736 9.3738096 4.4758955 8.0731824 10.1286679 0.00555290 0.00000000 0.01614600 0.00319100 -0.00857660 0.00517420 -0.01326400 0.00388540 -0.00290910 -0.05634300 -0.02233200 0.74290000 -0.04740900 0.00555290 0.00555290 0.00555290 0.00986690 -0.52955000 -0.52955000 -0.44502000 -0.44502000 0.00513590 -0.00077935 0.00694350 0.00694350 -0.01484900 0.00599770 0.00599770 -0.01326400 -0.00304750 -0.00304750 0.00166420 0.00166420 0.00092762 -0.00553750 0.04089200 -0.00290910 -0.02589300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.498551 11.926835 9.038394 13.649481 9.642492 NA 4.093138 9.913045 11.181954 1.123534 8.675540 8.162430 9.373020 11.749524 7.725901 7.486916 6.604638 7.336210 7.762550 8.469286 9.794757 10.038395 3.823953 8.978380 9.818159 10.074796 8.751653 7.263063 11.189600 8.914674 11.985094 2.930870 6.062111 7.303420 8.410454 10.497826 9.8377567 10.2056602 8.4150657 -1.4615612 10.8722632 8.6587867 4.9479420 10.3523299 4.2389855 9.6246849 8.8883828 6.9979799 7.0969692 10.0152949 7.7059668 12.9108697 10.4861856 9.9969553 14.3407369 12.7330747 7.3871712 8.9763009 9.3459037 6.4454387 9.8135091 9.1263263 6.7480023 3.7864814 13.6147798 8.1587687 8.7817226 6.4454387 3.0621044 9.5448748 8.1550975 14.5107208 10.6568410 12.2254869 9.4135300 7.3587277 6.7938140 8.3856062 12.6642851 14.9721342 12.1474746 10.7682688 13.0688331 10.4480668 0.1235338 11.4405469 10.8105953 9.9054172 8.5829428 8.6971584 7.8423296 10.2562251 12.8151093 9.8164173 11.4399813 3.8239531 6.4333668 5.8872767 14.1046676 11.0163069 12.5670591 7.2800154 1.1235338 NA 10.9297923 12.5044232 11.1452385 7.4303321 10.9558738 11.662347 12.570250 10.930327 10.486551 7.203884 10.844610 10.465586 8.402735 10.269019 14.099442 6.377752 8.407371 13.082277 9.280858 11.368271 10.367082 3.445435 14.228601 6.571971 5.560917 10.002512 10.330119 9.025384 10.441301 8.562303 8.804164 5.306733 11.757263 9.764359 9.576782 10.640853 10.366288 9.119749 11.123746 2.930870 9.855396 9.029400 12.621614 8.457412 7.667832 9.362712 9.456734 12.506856 4.030398 9.402735 5.657489 10.982269 10.732259 10.551173 12.671289 11.397307 9.550475 9.960088 11.028647 10.713518 5.293437 10.147266 9.808844 1.997979 5.678100 NA 10.728064 12.120904 9.186007 6.069930 8.553964 8.191394 9.999517 TCGA-BP-4775 55 0 NA 1843 kidney stage i t1a nx m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 3 NA 3 5 3 2 NA NA 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144431e-06 4.855162e-07 10.65443993 10.94828473 8.05491249 NA 9.17755932 6.65534038 11.83178012 -0.53763352 2.17283951 8.73857972 9.62484680 8.63238056 10.78410175 8.56574339 11.80855358 9.34280428 11.55438663 9.15594247 3.54991555 9.92802190 8.42535146 6.63238019 9.89864643 NA 5.71984329 0.04739879 -0.53763352 9.86280130 10.04271396 7.92393475 6.56574339 8.64856970 9.63238038 11.28999661 10.82083194 10.51434411 9.48551659 6.34509827 3.59173925 10.56508732 5.50684944 10.80841506 5.16289480 10.39762052 11.09385988 0.04739879 10.94173049 9.22981237 9.95480933 11.17326188 8.55521261 7.43399931 10.60639022 9.23123534 8.05864498 5.36934433 -1.53742411 9.89812565 9.37908135 0.78442022 6.30794576 9.11411711 1.63236129 9.94778157 9.44829743 5.36934433 11.57898295 16.39821327 10.57065314 9.83423211 15.07660449 8.32199031 9.99870268 5.57097895 9.38206370 7.46245565 5.34509827 2.63238456 9.60583857 9.85268352 8.95531019 9.75420173 8.40203484 7.97025030 8.59944649 6.86333514 13.39485475 10.83123471 NA 11.48291457 11.06349492 6.75247431 NA 2.85477365 12.95849778 8.31420437 9.71452939 7.99773104 8.11350725 11.60344493 10.09681278 13.46942223 3.10631481 9.47995988 -0.53763352 NA 9.85316185 5.88030840 8.19037584 9.75189799 9.96528719 8.83749485 9.26497173 9.11440399 11.32792775 9.58915993 10.00403615 13.62445330 1.78437834 11.27944303 11.46439136 10.14808033 8.46104596 10.01560475 -0.53763352 3.85477365 3.88872377 NA 8.46667606 13.06393607 6.19716557 13.24304646 8.85477272 8.83966582 3.32044135 7.01320206 10.66243446 11.37178601 10.03704899 12.02118463 9.11440399 7.68162425 10.44330899 3.59173925 4.21733930 3.32044135 -0.53763352 9.35651535 13.38280828 10.16635894 10.00064442 9.67738156 8.04741788 11.35935540 8.03799493 8.71217342 11.72631145 9.59688167 6.67190899 10.42663377 9.97914034 9.40789931 11.69337653 11.36426513 10.67829176 8.69846958 8.66031115 5.76212022 11.48846008 8.60838753 10.76280797 10.28532095 10.87476062 -1.53742411 8.60328510 10.92802182 9.32417830 8.26048960 11.84075027 9.39393161 11.68419357 4.26981115 10.07578450 11.13289039 9.68766279 7.67917675 5.61220209 6.56048722 11.10021238 0.78442022 9.86600014 9.03515567 8.20896979 12.40817357 9.42318148 8.84399829 10.31732386 10.74670115 9.43973532 10.76368577 8.75362626 10.02946075 9.19377445 2.36935480 10.99310560 4.36934782 5.69108186 8.95731103 3.74304096 11.41428651 7.28263440 9.99267639 6.24584739 5.92188615 -1.53742411 -1.53742411 10.71954857 10.29692653 11.01127737 11.86812878 8.66946974 9.97665161 6.40789995 11.37028500 10.29692653 12.01956008 8.62861869 9.72865642 11.60152707 NA 7.25687102 0.78442022 NA 9.87608331 9.45326858 8.45114021 8.18526298 9.32354233 12.45707404 14.62005895 3.04741624 11.16571018 12.64709836 10.22774156 NA 3.71038217 0.46247119 -1.53742411 8.21567229 13.77986804 9.07071025 9.21817766 11.47053381 NA 8.61600732 8.89626004 9.57749907 9.91057168 7.96429234 11.37009724 10.37534478 11.08907708 10.31029581 7.07348072 10.07255751 8.67434377 5.53969856 8.14571311 9.50479873 -0.3441900 0.3141300 0.0053728 0.6974000 0.3246100 -0.3632100 -0.3519400 0.0441070 0.0424070 -0.0787160 -0.0797820 -0.0797820 -0.0854700 -0.3224300 -0.3441900 -0.3441900 0.3141300 -0.7391700 -0.7391700 0.0053728 0.0053728 -0.0083638 -0.0030884 -0.3553700 -0.3553700 -0.3632100 0.0162110 0.0162110 -0.3519400 0.0079037 0.0079037 -0.0041954 -0.0041954 0.0186600 0.0250370 0.0178440 0.0424070 -0.0787160 -0.352 -0.352 0.000 0.000 -0.348 -0.348 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.344 -0.344 0.000 0.000 0.000 0.000 0.300 0.300 0.000 0.000 0.000 0.000 0.000 0.000 -0.349 -0.349 0.325 0.325 -0.363 -0.363 0.000 0.000 0.000 0.000 -0.352 -0.352 0.000 0.000 -0.348 -0.348 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.344 -0.344 0.000 0.000 0.000 0.000 0.300 0.300 0.000 0.000 0.000 0.000 0.000 0.000 -0.349 -0.349 0.325 0.325 -0.363 -0.363 0.000 0.000 0.000 0.000 7.173261 12.380387 8.608388 12.047183 10.362568 NA 2.462445 9.681624 10.583989 2.462445 9.887147 7.479264 9.505483 12.432471 7.250358 7.664580 7.024698 8.181844 8.064226 9.169815 9.880835 9.555213 5.581396 8.786636 10.273830 10.780716 8.549918 1.462471 12.350533 8.045538 11.585410 3.986019 6.490362 6.416652 6.289004 11.188248 9.9270012 10.1193271 7.9879762 -1.5374241 10.1594229 8.4137400 6.3693461 11.1624616 7.4736830 10.1126097 9.9972447 6.7103835 6.5761971 9.8617333 6.7616629 13.2495928 9.9213746 10.3924535 13.5991262 12.6966741 8.1524532 8.7944919 9.3435695 6.9899326 9.3305062 9.0688608 6.8718461 4.1063148 13.0980035 7.7843836 10.6933765 4.7292428 1.9218933 10.5482598 9.7298274 13.8495303 9.7174840 13.6244533 9.5538907 8.9512999 6.6775026 6.3204359 11.3597337 15.9500443 12.0211846 11.6969735 13.9261075 11.6337886 1.0473988 10.4886330 9.9315885 10.0535102 9.4722841 9.4078993 8.4680798 9.4931225 12.8738340 10.8713159 11.3192680 6.1698148 7.4848229 6.9662816 14.0583647 10.6645793 12.7680185 7.0586455 -0.5376335 NA 11.6087059 12.0678192 11.1831251 7.7866362 10.8227539 11.6002471 13.2143656 11.5543866 9.9280219 7.0697859 11.6286185 10.7852286 6.3142053 10.6087059 15.6656493 5.5068494 7.2339446 12.5506267 8.9957852 11.7333347 11.0232659 2.5499156 13.3350822 9.0032711 7.1419355 9.0038909 9.8039743 9.6179062 10.2874141 9.3063764 9.0773677 6.5285448 12.5642670 10.3902333 10.6819265 10.4311222 10.2961362 10.7582244 11.2925744 3.7103822 9.8369515 8.5865767 12.5587003 9.3312780 7.7707947 9.6773816 9.6887532 12.5604052 5.8887213 8.5904497 4.2438138 10.9280218 9.9437504 11.2370366 12.4081736 11.4440227 10.1476422 10.0294608 10.7312898 10.9529403 6.6473303 9.6882653 9.5657432 2.7843783 5.3453431 -0.5376335 11.1747675 11.7523605 10.2223436 5.0771661 8.6160073 8.4383032 9.7038429 TCGA-BP-4776 52 0 NA 411 kidney stage i t1a nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 64.53.0 NA NA 2 NA 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.4770865 9.8664674 7.6861139 8.4496059 11.5187429 6.7614528 11.8107149 -0.4987902 3.1871818 7.5180464 10.5626097 9.4941770 10.1710094 7.7727019 11.6185570 10.3118102 9.9555379 7.2694231 3.6711688 10.4792339 8.0748859 6.7009113 11.7042806 NA 6.9275030 NA NA 10.5497254 10.3230125 7.5346616 2.9606785 8.5887015 9.4597912 11.1527388 10.4452184 10.1789582 9.4364036 5.1450946 6.1594496 9.3102026 8.2494316 9.9840466 4.5456348 10.6623705 10.6452594 1.8231787 10.3529875 9.1665744 10.2197714 10.0625265 7.6201795 7.0010839 10.4931217 9.1522902 8.0862010 4.5887026 NA 9.1754308 8.0248006 NA 6.7773632 9.2627897 NA 11.0620490 8.5124659 6.5124655 9.2635042 14.4285535 10.8978433 10.6941478 15.8366812 8.3746826 9.2577949 4.9606692 9.8686533 7.5456325 6.6407901 3.3085939 10.2536192 9.3388665 9.0615713 10.1877390 7.6811477 8.5592302 8.7396433 6.7204071 13.7689031 10.6711635 NA 11.4752946 9.7381377 8.2257526 NA 3.2016809 11.3956774 9.1104173 8.3561068 7.1736641 7.4378769 10.8554879 7.8719262 12.6981587 3.6711688 8.2627897 -0.4987902 -0.4987902 9.6188815 7.8675605 8.9910864 9.5992706 10.5880382 7.7444127 8.6786582 9.5483624 11.2905276 9.7456024 10.3899818 11.3126132 4.3085939 10.8019171 10.0169383 10.2180580 10.2834177 9.2325576 -0.4987902 -0.4987902 2.0862063 0.5012098 7.8849428 14.0232070 9.7527210 13.4922288 10.7021372 10.3435889 3.2016809 6.8410888 10.1771955 10.1141071 9.5793893 11.3301287 9.6188815 6.8141210 10.8691992 7.0936954 2.5012353 1.0861723 1.5012608 9.3053696 13.5949037 8.7420298 11.2673533 8.9586194 7.3085939 10.5054590 8.5565210 11.1682569 11.3021384 8.9647628 9.2068710 10.4196844 9.7645077 7.9688442 10.4927604 12.4597912 11.3922627 8.1486967 10.1286174 2.7446132 12.8513490 9.0519854 9.8004465 9.3309612 10.3333374 2.3085939 7.9606704 11.6407899 10.7505831 8.3477631 10.8180857 8.5483626 10.5222185 8.5619344 10.2907721 11.3892207 9.8686533 8.5341659 4.3592189 8.2661100 10.2834177 1.5012608 10.0287156 8.8410885 5.4081276 13.0466857 9.8719259 8.8299136 11.0095285 10.0691946 9.4304969 11.0204571 9.6799033 9.7773630 7.1232906 1.5012608 11.4860130 7.2085972 2.3085939 6.9441826 3.9606692 10.0080420 7.5992709 9.9391258 6.7967781 4.6305220 NA NA 10.6867335 10.2552909 10.8366289 11.6123742 7.7204071 6.4201017 5.8572072 11.5093169 11.3669718 10.7843269 8.4290167 9.8609881 10.8681071 1.0861723 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14.0921179 9.9275033 11.3126132 9.1232904 6.3838822 6.7661499 10.0596592 11.9415887 14.4975796 11.3301287 10.2137655 13.4427447 10.0964960 1.8231787 11.5138631 9.2577949 9.7082528 8.4699055 7.9688442 7.5510868 9.9148664 12.1676845 9.0974283 11.0753589 5.7106907 6.9524501 5.5673264 14.4504584 10.5939957 12.2154840 6.3467282 NA NA 10.3599967 12.5828884 10.6324203 7.7539040 10.3126132 11.7764901 11.9782378 9.9555379 10.4792339 6.6711631 11.0306691 10.4828058 7.8410888 9.5096671 14.1992839 8.2494316 8.4727822 12.5368779 8.0824391 11.2473329 10.1423871 2.5012353 13.8144050 6.7013037 5.5673264 9.1791871 9.8924821 7.9483217 10.2735531 8.2496326 8.4111317 3.8935564 10.9560519 9.3716033 8.0208750 11.2038441 10.7866408 8.9316910 10.7883737 3.5012353 9.4245661 8.2956546 12.6798754 7.4554349 8.4260509 8.9586194 9.5736392 12.5194387 8.3990839 9.7515370 4.5887026 11.6407899 10.5926739 10.3960563 13.0466857 11.0418510 8.9830381 9.7773630 11.3182222 10.4892131 5.0862021 10.0335945 9.6661455 0.5012098 5.8231659 -0.4987902 10.4641345 12.4752892 8.3654248 4.9606692 7.8978430 7.9275030 9.7715339 TCGA-BP-4777 46 0 NA 1731 kidney stage i t1a nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 64.53.0 NA NA 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.6551715 9.4673488 4.7212633 10.1752990 10.6427908 3.4100561 10.3738499 12.5075059 11.2824774 9.1836257 15.9752493 8.2790529 10.1535221 4.7844569 9.4455200 7.1748079 7.0645628 1.8250936 8.3881870 9.3354958 9.3284806 9.3364099 8.5784991 8.4016859 9.4904323 6.8250962 13.5493261 10.8899889 NA 11.6024431 9.7770935 7.5408681 NA 4.1787306 11.4894450 8.0474888 9.7715154 8.1022545 8.4299586 10.2990277 8.6663987 12.2173281 1.8250936 9.0581836 -0.3448314 NA 10.3813897 5.5620623 8.9589523 9.6726758 10.6431460 8.1349520 9.6698894 9.4422578 12.2220806 9.2438861 9.4833079 12.4084927 2.2401311 10.5505953 10.4385791 9.7413077 10.5351376 10.0458779 -1.3448314 2.9770967 4.0814334 NA 7.6035388 13.7938833 9.3830919 13.0023776 10.0274925 9.8093567 4.4625235 6.3556119 10.5515039 10.4475551 10.0908418 11.3691594 9.0772363 10.6256370 10.8213346 4.2401311 0.2401311 0.9770967 -0.3448314 10.1555155 13.8619570 9.4373507 10.2068798 9.6209558 7.5037947 10.2817932 7.8099893 8.8708378 12.7592788 8.6064563 5.5499895 9.9301669 10.3898811 8.4398064 10.7663072 12.6102765 11.0811741 9.3302465 9.1990443 3.0162467 11.8406664 9.2039935 10.6674469 9.3907274 9.6796186 1.6551686 7.7212605 11.0135480 8.9843176 9.0505343 11.5187771 8.5932809 11.2811086 8.3133828 10.1120392 11.4532382 10.1074127 8.0142403 5.3830925 6.6093679 10.3818155 NA 10.5962191 8.1207381 6.5193579 12.8381865 10.7799390 8.8137812 10.8185067 10.3586425 9.0635013 10.5629598 9.3512697 9.9916780 7.9543795 -0.3448314 10.6684942 7.0039001 2.3556083 8.6281513 4.2698785 11.2680400 6.0474882 9.7505685 6.5448269 5.2550852 NA 1.9770967 10.7151919 10.3886106 10.8310329 11.1309049 9.9583815 8.8136424 6.8680817 11.2264501 10.9463422 11.0069389 8.9972461 10.1792234 10.6910016 0.6551686 8.2401340 -1.3448314 -1.3448314 10.1268467 9.6892827 9.5680608 8.7359892 9.4250094 12.9977324 14.1491520 NA 11.5890466 12.2425974 9.6940906 -0.3448314 4.9900245 1.6551686 -1.3448314 6.7689134 14.1858522 9.3625306 7.7158673 11.5180026 -1.3448314 8.4447052 9.1495170 9.7426343 9.7857421 7.3026298 11.2119170 9.7960013 11.4440937 9.5471830 7.1063829 9.9844072 8.6705865 4.0447351 7.6916751 10.2326003 -0.0618230 0.0104240 -0.3711000 0.3866300 0.0000000 0.0083351 -0.0712050 -0.0663860 -0.0008316 -0.0349040 -0.0349040 -0.0349040 -0.0443220 -0.0618230 -0.0618230 -0.0618230 0.0104240 -0.3959300 -0.3711000 -0.3711000 -0.3711000 0.0157270 0.0047190 -0.3747100 -0.3747100 0.0083351 0.0116790 0.0060084 -0.0685290 -0.0683950 -0.0683950 0.0063871 0.0063871 -0.3008700 -0.0071958 0.0237060 -0.0008316 -0.0349040 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.301 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.371 -0.371 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.301 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.371 -0.371 0.000 0.000 0.000 0.000 0.000 -0.375 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.2183678 10.9978018 9.4324269 12.4485716 9.6995657 NA 0.6551686 9.3399201 10.4791517 1.6551686 10.1053517 7.5976861 9.1125524 14.7378195 9.0845783 9.1278623 6.4430745 8.1904470 9.0027928 8.1629663 8.3642555 9.5969527 7.7131631 9.2606510 10.2666575 10.6020778 8.3864907 12.9840568 11.3741324 8.3187294 11.9072293 4.2401311 7.2097604 7.6064563 8.5193575 11.1377274 9.937681 10.105352 8.162966 NA 9.552261 8.091883 7.162966 10.100186 5.488062 9.830097 9.862186 6.410060 8.192390 10.227398 7.745284 13.176404 11.314722 10.281337 13.386384 12.536859 7.355611 8.700931 9.602078 9.139994 9.436531 9.088757 7.449587 4.721263 13.049902 7.794723 9.524765 4.699568 2.742631 10.756491 8.170871 13.677279 9.492011 12.408493 9.117674 7.562062 6.153982 9.759115 10.618790 15.481559 11.369159 11.146022 13.710073 10.895068 2.462524 10.838497 9.940574 10.797917 9.395795 8.439806 8.030211 9.638878 12.908280 12.089278 11.651998 5.562062 6.849928 5.597686 13.798615 11.532456 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7.387576 9.221488 11.258218 11.214894 10.755662 7.738962 1.394020 10.625253 9.361464 6.917594 10.704969 5.029621 10.493567 9.680754 6.230534 6.354861 10.770002 6.394032 13.406457 10.060383 10.443880 12.781741 12.957479 8.581030 9.328986 9.900127 7.175391 9.230533 9.031692 5.186588 6.563957 13.434370 8.295761 9.479219 6.695202 6.786349 10.867158 10.453955 14.326932 9.018174 13.016606 8.676789 8.502556 5.914005 10.911420 11.265497 15.153593 12.062376 12.094719 14.261531 11.036599 5.540874 10.098923 11.169995 11.406656 9.367216 9.866287 7.851119 10.543053 12.950675 10.190303 11.388385 5.012940 5.230534 6.321387 14.778273 11.427651 12.122317 7.708210 -1.413499 -1.413499 11.438621 12.947181 11.523313 7.526256 11.165993 11.580677 12.895442 10.698790 9.917594 5.953000 10.739912 10.068476 4.586675 10.327722 14.377916 4.908606 6.021304 12.773627 8.586677 12.174689 10.544867 2.586669 12.495069 5.469687 5.890456 7.596729 9.368856 9.479978 10.047133 7.862801 8.853686 8.299204 11.613892 10.090502 9.674802 10.674140 10.079031 10.418776 10.747809 1.171655 10.404859 8.376210 12.152607 9.704969 7.283644 9.641959 8.709867 12.448054 3.444654 8.959542 3.908602 11.410641 10.416003 11.307990 13.062220 10.792165 8.985420 9.740862 10.452023 10.696870 6.444657 9.650072 9.650072 1.586693 1.586693 NA 9.497319 10.321297 9.726228 3.171639 7.070492 8.226922 10.209186 TCGA-BP-4782 55 0 NA 354 kidney stage i t1a nx m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 68.55.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184823e-06 5.548757e-07 11.6892966 10.1449493 7.7757940 7.7757940 12.3867875 7.7130304 12.7449298 -0.4410467 2.5436444 5.0509021 9.8479139 4.4659353 10.7144986 7.8559642 12.2782227 10.2056065 10.3288856 9.5498609 5.2029035 10.1970311 7.9449100 6.6675728 13.7649598 -1.4410467 6.1663780 0.1440464 NA 10.1279540 9.9524383 7.3664027 3.8809793 8.6857524 9.2767242 8.9351733 11.0235936 10.3720273 9.3469505 5.7587189 5.5132444 9.8217300 5.5702747 11.3295052 6.5534020 10.9729402 11.0618796 3.9853092 10.7791238 8.8559639 10.2715748 10.7255247 7.4956856 6.1212911 10.6664447 9.8275898 7.4779112 5.7389569 1.1439811 9.8275898 8.5800279 4.2594909 6.6675728 9.8028168 2.6465083 9.7358442 9.1222441 5.7488718 12.2214948 11.6283297 10.9973199 9.9416718 16.4542503 8.6451839 10.4232339 4.2314708 9.2402862 7.1477626 7.4013984 1.1439811 9.3599476 8.9286451 9.4599146 9.4317226 9.1393063 8.2886686 9.0923777 7.0266529 14.0357940 10.8739142 NA 11.5413284 10.1170762 8.5576383 NA 6.0668426 11.9892390 7.4927385 10.8662486 7.3664027 8.1810996 11.3863905 9.4584048 10.7888640 4.3919395 9.2001963 NA NA 9.9868845 5.8536689 8.6896182 9.8525195 9.9319129 8.4584046 9.3477662 9.6844613 12.1111885 9.4115773 9.9957594 13.2989339 0.8809597 10.8718315 10.4942129 9.5653738 8.6597102 10.5004623 NA 1.3664201 2.6465083 NA 6.4956856 13.9765377 11.6012202 12.5388302 9.0081964 9.5334623 4.3664062 6.9209911 9.2886686 10.9370716 10.5530476 10.9679772 8.2750098 9.5491518 10.6899401 4.8809744 3.2594834 3.2029035 -0.4410467 9.4786560 13.7520726 9.5576383 10.4956858 9.6747417 6.5248316 9.9657843 7.3371250 9.4080541 9.3824150 9.1030462 6.6465112 9.8233145 9.6136521 8.8988979 11.9063923 13.3350695 10.9005666 9.7715441 8.8152565 3.6973735 11.5431102 9.5262741 10.3218450 8.7745809 9.2358864 -1.4410467 7.9033438 11.3299181 8.6960390 8.6999798 11.4864554 8.5000953 11.2197123 10.6921900 10.3210145 11.7426832 9.6960389 9.0879218 5.2594872 7.4897854 10.0928642 NA 10.5066847 7.7854603 7.1884049 12.5864355 10.2292614 8.9545819 10.9091583 9.4170288 9.4324920 10.9214492 9.0559017 10.2001965 8.7087949 0.8809597 10.9876697 7.1251014 2.2594834 8.0225720 8.0225720 10.9915897 6.6934744 10.3855963 5.3759048 4.6034424 NA -0.4410467 11.4064967 10.5646723 10.6889747 10.5938467 9.0698120 9.0407766 5.3774396 10.8545298 10.7857610 11.0166852 9.2252718 9.7220684 11.7422179 3.0826174 8.5938467 -0.4410467 NA 9.8949964 8.6921900 8.9705589 8.4956856 9.6041249 13.1785800 14.0045154 0.5590512 11.0393332 11.8773081 10.1049775 -1.4410467 4.3664062 0.8809597 NA 6.9936755 14.3550367 8.6714873 8.2332400 11.6020751 NA 8.5391875 9.3062590 9.3493962 9.5821090 7.7113325 11.6693680 9.7408212 10.9476033 9.4371601 8.4883061 10.4504518 9.0408472 5.0932348 7.5090204 9.8747635 0.00013863 0.01237600 0.00458000 0.00861350 -0.00360110 0.01796300 -0.00719580 -0.00360110 -0.01261000 0.01908300 0.00708260 0.00708260 0.00708260 0.00013863 0.00013863 0.00013863 -0.46483000 -0.44905000 -0.44588000 -0.44588000 0.00458000 0.43919000 0.00471900 -0.00041585 -0.00041585 -0.45892000 -0.12966000 -0.12966000 -0.01119800 0.00000000 0.00000000 0.00069327 -0.00634240 -0.02671400 0.43210000 0.03594700 -0.01261000 0.01908300 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.000 0.432 0.432 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.444 0.000 -0.130 -0.130 0.000 0.000 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.000 0.432 0.432 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.444 0.000 -0.130 -0.130 0.000 0.000 10.865679 12.114596 9.461423 12.284840 9.380822 NA 2.259483 9.313100 11.022061 2.806984 9.715763 6.871931 8.969499 13.999171 8.066843 8.318936 6.477910 8.398252 8.447791 8.527715 12.602331 9.735844 5.340409 8.811713 9.828759 10.313518 7.297140 10.821730 11.706571 8.401398 12.186573 4.082609 7.151505 7.343682 10.386391 10.653126 10.3424553 10.2629514 7.8966696 -1.4410467 11.0759789 8.2629513 7.4868254 10.9386969 3.8069736 10.0623766 9.8815394 6.4170288 7.1992925 9.8264198 7.4779112 13.4143056 10.2625189 10.0373118 13.0870134 12.1285474 7.1134828 8.7377128 10.0453800 7.1589610 9.6636465 9.9033437 5.8069762 6.6570797 13.0497107 8.1956724 9.4920008 5.1884049 1.1439811 10.7198647 9.1145956 12.9641893 8.8707962 13.2989339 9.1184249 7.7806349 6.3695555 12.3487852 10.4580270 15.6094598 10.9679772 11.7073655 12.8626145 10.9481413 -0.4410467 10.8562507 10.8022218 11.2378680 8.9481415 8.8988979 7.5618630 10.0618796 12.8831580 10.8084576 11.5669511 3.0184739 5.7587189 6.6411963 13.7957807 11.5461341 12.2239395 8.2173306 NA NA 8.5103326 12.7920682 11.3048544 6.5758554 11.1069063 11.741287 12.998554 10.328886 10.197031 7.078685 11.047641 12.360655 6.723954 9.907776 14.700297 5.570275 7.356709 13.016423 9.243796 11.615008 10.414306 1.880960 13.893496 6.300717 5.677990 8.813132 10.121290 9.343683 10.789669 8.371225 8.659710 7.417029 11.364590 9.961527 9.657738 10.514698 10.553755 9.775794 11.163833 2.259483 10.218598 5.778216 12.495317 9.373630 8.503028 9.674742 9.605026 12.757032 4.313935 8.821143 4.968441 11.329918 10.344091 10.958593 12.586435 11.093594 9.819967 10.200196 11.371626 10.647687 6.763619 9.793865 9.507415 1.143981 6.853669 NA 10.020016 10.856764 9.725211 2.728965 8.539188 8.473433 10.641530 TCGA-BP-4784 67 0 NA 1854 kidney stage i t1a nx m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.53.0 NA NA 2 NA 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8560389 10.0752407 7.2636204 7.9214619 11.9554093 10.1656791 11.1436006 0.9930584 0.5586595 3.7155530 10.1799486 4.5780571 10.8554190 8.7665607 12.2877124 7.1789586 9.7203315 7.7128227 4.8999828 10.5806816 8.8297731 8.8903321 11.1632671 0.2561653 5.9285504 -1.3287972 -1.3287972 9.9577214 10.0187849 7.7639208 3.8410875 8.6004218 9.3320509 9.1947256 10.0800240 10.8275627 10.1068338 5.8609876 3.3716007 9.6195308 7.0154597 10.4756980 6.6369479 10.1952154 11.1341770 2.2561351 9.5283670 9.1710094 9.9507741 10.6809921 7.4913425 3.7155530 10.7229367 8.7404254 7.3435890 9.8516944 NA 9.3471206 8.9190910 1.2561049 4.3990822 8.7100825 2.2561351 9.0165687 10.2654881 9.0570259 10.4553853 13.8608723 11.1057918 10.9211658 15.9046147 8.5135140 10.1474035 4.1947253 9.2400698 7.9611823 8.3023405 1.7120675 7.8927504 8.6179236 9.2064388 9.2410190 10.5761744 8.0953300 9.0995238 6.9143373 13.0451841 10.8454651 NA 11.9756575 10.3313511 11.0992619 NA 5.5415272 10.3965298 7.7182876 9.6548698 9.5338008 8.1387689 11.0151820 9.3023405 7.1206008 4.2561275 9.0076701 4.9930901 -1.3287972 9.9161219 6.8659201 8.7875076 9.2986975 10.6641019 8.0287156 9.1254628 10.7849057 11.6606999 9.6070652 10.4414145 12.8136695 3.8004444 9.9065735 10.1675180 10.1010932 6.3435890 9.8909371 -1.3287972 3.0634857 3.1947332 1.2561049 5.7479781 13.9898476 0.6712028 3.5780571 8.4492407 10.2518931 2.8410875 6.8708357 8.7875076 11.0352982 9.9617585 11.1462687 8.0591806 7.0505420 10.7968999 5.3435890 7.4058733 1.6711575 -0.3287972 10.0763050 14.1417906 8.9554093 10.5870430 10.1239195 7.2895486 9.8094353 7.5959758 10.5553798 4.3150227 10.4655794 10.4688251 10.6595394 8.6725717 9.1700127 11.0462030 12.6232677 10.9964690 7.3506440 9.2486302 5.5805767 11.8091153 9.4007842 9.9902711 9.3240086 6.7045870 -0.3287972 8.5322503 12.1237909 8.1601886 6.8179110 11.2495362 8.7169234 11.2037629 9.5659813 10.3475615 11.8842678 10.2291059 8.3523141 5.4260500 8.3785225 10.4889466 NA 11.9085229 9.9326708 7.0720425 13.4647668 9.9344328 8.8322954 11.3404916 8.7032094 10.4500621 10.5865985 9.0932282 10.1590036 8.7237316 3.8410875 11.3724700 8.2504794 1.6711575 0.6712028 5.1468955 10.6100080 6.9795029 10.8688779 6.4987280 4.6935316 -1.3287972 -1.3287972 10.7845801 10.5553341 10.7579632 10.5610477 8.8891212 8.8632345 5.7081072 11.5803066 11.0997854 11.6653402 8.7888067 10.0331073 10.8322954 NA 7.8732872 -0.3287972 NA 10.2015699 9.0699073 9.3123121 8.5072139 9.4058731 12.9825571 14.4470310 2.4785059 12.1078751 11.5339946 10.5693870 -1.3287972 4.8410875 0.2561653 NA 6.6767878 14.8330433 7.8385818 8.0932284 12.6081695 NA 7.2968722 8.8019786 9.5944911 9.6562940 7.8030203 11.0874333 9.3266942 10.8167773 9.8945619 8.4508830 11.1182467 8.6809920 4.5496445 7.5428222 10.3064282 0.00180300 0.00000000 0.00208050 0.02188400 -0.01587900 0.00138680 -0.01807800 -0.01038400 0.00180300 0.00069327 0.00069327 0.00069327 0.00069327 -0.01230500 -0.00788630 -0.00023150 0.00000000 0.00208050 0.00208050 0.00208050 0.00208050 0.00360760 0.01488800 -0.00193990 -0.00193990 0.00138680 0.00221930 0.00221930 -0.01807800 -0.00069303 -0.00069303 0.00319100 0.00319100 -0.00249380 -0.00055444 0.02411800 0.00180300 0.00069327 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.9254540 11.9104637 9.7479791 10.9092697 9.3400486 -1.3287972 5.2858719 9.4067195 11.1390238 -0.3287972 10.1362197 9.2654882 9.4688250 9.7230522 5.6484424 5.7155585 6.4193569 8.6767882 6.0110125 8.6297162 9.6462950 9.3382751 1.8410875 8.7639208 10.0548679 10.9179042 8.0154597 2.4785059 11.6730995 9.9309067 12.1675118 0.9930584 7.4720637 8.0265146 8.9897064 10.8516943 10.739942 10.407566 7.642707 NA 11.632975 9.245757 5.928550 10.399509 3.800444 10.516262 9.190800 6.510367 7.572030 10.372037 9.340049 13.174741 10.524083 10.430636 12.800124 13.470091 7.311409 8.942627 10.140297 6.553806 9.545377 9.122375 10.407143 5.146895 13.879398 9.865920 11.446362 8.976085 3.919092 10.276643 8.729155 13.230541 8.368131 12.813670 8.719650 7.828510 7.105583 13.096314 10.472063 15.874368 11.146269 11.609824 13.609640 10.592261 4.194725 9.976655 9.939121 10.350204 9.237218 9.170013 7.445951 10.231019 13.098411 7.878178 11.606693 2.671157 5.726447 8.541528 14.422513 10.750982 11.967506 6.742626 NA -1.328797 10.375932 12.912849 10.826393 7.790105 11.219022 11.7948000 12.8389737 9.7203315 10.5806816 5.4913433 9.2654882 11.6094567 6.5780541 10.1047489 14.2592047 7.0154597 8.1057917 13.6596206 8.6555819 11.7508150 10.5806816 1.9930946 13.6564718 4.9215553 6.7100832 6.7106852 10.2020576 9.2877124 9.9478695 8.4977122 8.7796878 9.4582499 11.8617599 9.9184977 9.8266143 10.6781908 10.1819277 10.8199578 11.3746346 3.7586230 10.4054498 7.2372176 12.6078125 9.2305407 6.2710764 10.1239195 9.0711784 12.6105591 6.1057912 9.0688382 7.0374855 12.1237909 10.9600296 11.2293451 13.4647668 10.8240821 10.1695142 10.1590036 11.0429402 11.2198795 7.1947253 10.2678192 9.9686530 -0.3287972 1.6711575 NA 9.5338008 9.4312763 9.3914077 2.2561351 7.2968722 8.0890161 10.3369435 TCGA-BP-4787 59 1 480 NA kidney stage iv t3a n0 m1 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.53.0 NA NA 3 NA 2 4 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.8855710 8.5850320 8.5798017 9.3523061 8.9355635 8.1958653 8.9121717 6.7663209 13.5018660 11.2399142 NA 11.4465494 11.2200793 8.2162332 -0.1101371 8.1798225 11.5352371 7.1659280 10.9031265 8.3956155 9.9518500 11.3327473 9.4472676 12.5492278 3.3492379 9.1659283 -1.1102928 NA 9.9410128 4.3492379 8.2340999 9.9976747 10.3736196 8.5497997 9.8677992 9.8862773 12.4066574 9.6521858 9.9884940 13.0499904 4.3160661 10.7905348 10.7372528 9.6521858 6.8613475 9.9619364 -1.1102928 2.2117287 2.4747735 1.2117598 6.8381715 14.2486954 11.9807432 10.8004466 8.6228191 9.6719831 4.8670860 6.3410144 9.7959429 10.9403328 9.5246148 11.3374579 8.4822610 9.4172808 11.1731816 3.0597360 0.8897850 4.3492379 -1.1102928 10.3926357 14.5378805 10.0547108 10.0759180 9.7234845 7.7226942 9.6825942 7.7876492 8.8372217 6.8264417 8.3451311 6.9341980 9.1123451 8.8396305 8.8056833 10.5701634 13.8069894 11.6823908 10.2473558 9.2672097 4.1696445 11.9520187 9.1992802 9.9911230 9.6703436 9.2162334 NA 7.5081893 11.1780931 9.3640878 8.9175025 11.4587100 7.7996967 10.9467801 8.5118558 9.6711635 12.0479401 10.6772983 7.9429150 5.1565908 8.3533281 10.2412952 NA 10.8454537 7.9585823 7.3574095 12.7092844 10.0350992 8.6629432 10.8876889 9.3786482 8.2991947 10.9683450 9.0306335 9.9759401 9.4606082 3.2821284 10.7254595 3.7477848 4.0597273 9.2659291 4.9526597 11.0087449 5.6312702 11.1625765 6.2226017 5.3327473 NA -1.1102928 11.2038205 10.3384363 10.9166730 10.8260737 8.9410127 8.5021933 6.1204494 11.3223457 10.7846216 10.8487190 9.2724278 9.6728021 10.6608806 -1.1102928 9.1809745 0.8897850 -0.1101371 9.6329552 8.8555880 9.8094120 8.5191605 9.8498057 14.1975383 13.1817659 5.4897163 10.6633552 13.3518587 9.8345159 0.4747735 5.7226928 2.2117287 1.2117598 7.3736195 14.2063682 9.2874785 7.8954287 11.9629412 NA 8.2756664 9.3984998 10.0591025 9.2842666 6.9287233 11.5221175 9.4055036 11.7242749 9.2052478 9.5515820 10.4568092 9.1041230 5.2627564 7.8446982 10.9437297 0.00166420 0.00000000 0.04301500 0.91198000 0.44850000 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3.137733 8.612611 14.508304 6.855589 9.019087 5.955894 7.895429 8.332747 8.059729 12.512428 9.995058 5.533660 8.186720 9.826442 10.760554 9.427022 7.282121 12.533547 8.220721 12.006620 3.533663 6.184425 6.889803 9.357409 11.428720 10.6471938 10.0931518 8.3756333 -1.1102928 11.1492529 8.7258543 6.5551397 10.2626689 4.7477848 10.3911435 9.8883943 6.0496743 5.8086682 9.8827422 7.2117316 13.2388085 11.3971029 9.9558930 12.7672797 12.6306660 7.4634508 9.8389010 9.8505299 9.9779296 9.3399840 9.5506910 5.3975976 6.9121720 13.0708007 7.9957123 9.1053368 4.1752052 NA 11.3105536 9.5182493 13.4305978 9.2981336 13.0499904 8.9135581 7.8613475 7.2937530 12.1045783 11.6166606 16.6829054 11.3374579 11.8229412 13.8813700 10.7716825 1.4747735 11.0528244 10.4352510 11.4558579 9.1670912 8.8056833 7.6777063 9.9579102 12.7311716 11.3943746 11.6281051 2.9772616 6.5408549 6.3736204 13.9968251 10.9662854 12.1386209 8.1958653 -1.1102928 0.4747735 11.2226795 12.9171915 11.0613310 6.9930912 10.6405109 10.881680 12.382784 10.699572 10.039551 6.677707 10.010042 12.603727 5.855589 10.153660 12.781588 7.184424 7.089476 12.567394 9.162434 11.608979 9.819802 2.211729 12.719328 7.178300 6.747785 8.203277 9.846906 8.886983 9.573676 7.234100 8.941013 8.442473 11.627051 9.963276 9.415325 10.902777 10.146602 10.639254 10.138324 2.590243 10.136544 8.186720 12.594494 9.320256 8.845454 9.723484 9.243326 12.732252 3.282128 8.849806 3.889804 11.178093 10.609193 11.090396 12.709284 10.810529 8.760169 9.975940 11.061293 10.222596 7.282121 9.707587 9.659642 2.059736 NA -1.110293 10.683407 10.273319 8.995712 2.889804 8.275666 8.747785 10.520526 TCGA-BP-4789 48 0 NA 1489 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.53.0 NA NA 2 NA 3 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.02531013 10.64066087 5.67167551 10.98001316 8.49610238 12.04936670 7.62069050 11.00830466 8.40713602 6.53517271 10.34055915 8.16352741 8.94779851 12.13883699 NA 5.77787468 NA -0.49817873 9.83210581 9.48901320 6.72575070 2.82366785 8.46608992 9.55023598 9.62392994 9.79407075 11.04864360 9.77729165 5.05633641 7.51576921 10.19654225 6.57856441 9.36670907 5.40864054 10.27241307 11.25182801 2.58921219 9.76266872 9.98707538 9.85544737 10.72000966 8.00557515 6.70632057 10.66972855 8.87854726 7.69896575 9.20392179 0.50171938 9.78657317 8.77437890 0.82366785 5.33463978 8.74015381 4.45594527 9.60438106 10.36011875 7.29291240 10.81572616 15.18972618 11.03945291 11.00084755 15.51121694 9.09793888 9.60241141 4.45594527 8.94054089 7.61288471 8.67667467 1.08671584 8.97646904 9.57722827 9.12013469 9.18034929 8.38896958 7.58921219 9.43912297 7.42358994 12.90202821 10.42989732 NA 11.88936261 9.91527664 7.54066820 NA 0.82366785 12.39666161 7.70876318 10.07113008 7.87895948 7.41164233 10.61484012 9.11277388 12.22303528 4.28310688 8.91749083 NA NA 10.35544856 6.17417469 8.79751822 9.56312037 10.54648474 8.68538446 8.46464499 9.64193992 11.54553348 9.41014179 9.75618735 11.82564831 3.50174485 11.12264477 10.92565287 10.00904829 6.57321091 10.02138534 NA 0.50171938 3.89407076 -1.49817873 8.04090777 13.86619162 7.59978121 11.16686292 7.62845356 9.14920753 3.02531234 6.13837421 10.11829794 11.27735942 9.67979148 11.59430146 8.53929609 7.19871710 10.76413762 7.40261560 3.30910341 NA -1.49817873 9.91484807 14.01615499 9.36748246 9.70326044 10.27612441 7.42061209 10.49397940 7.59450600 9.80080253 10.39694572 9.19523611 6.79636933 10.66009691 9.74908336 9.70876352 11.44682711 12.42014656 10.58023360 8.85930120 8.86828982 3.66845956 11.26246910 9.29128284 11.03288685 9.73116881 9.65783219 -1.49817873 9.98908677 11.73551858 10.53275760 8.36551714 11.91960165 9.03117957 11.62085236 8.57856479 10.25830550 11.56666025 9.58123392 8.37949317 5.14560410 6.97748257 10.80638569 NA 10.06732733 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11.2491030 9.2465829 1.9611788 8.6374585 10.1419941 10.9358561 8.5003396 5.5129759 12.2809555 9.5522781 11.8801632 0.8236678 6.9363776 7.0563375 10.2172822 11.0018441 10.6043811 10.7275591 7.3346389 -1.4981787 10.1843048 9.0075608 5.6915732 10.8222677 4.4086371 10.0644686 9.4537622 6.1599601 7.3314714 10.6518137 7.8614989 13.5395106 10.0040838 10.7191010 13.3173826 13.0159084 8.4277189 9.9966047 9.7484897 6.1016627 9.4026160 8.5918615 4.9446945 8.2432159 13.4388470 9.7275591 9.9880814 5.3843918 -0.4981787 10.3480230 10.0015950 13.5907030 9.4376508 11.8256483 9.5220346 8.2056525 5.6507847 9.4003505 10.4631988 15.4986970 11.5943015 11.8727089 14.0608573 11.2004538 1.9611788 10.1406376 10.8100881 9.8454901 9.4295270 9.7087635 7.8055298 9.7975181 13.2438480 9.6508611 11.7844032 5.3843918 4.7112030 7.1741747 14.3818741 10.8929927 12.3763463 7.0494925 NA -1.4981787 10.5101778 12.8315455 11.4906060 7.7401538 11.4570358 11.403936 13.420659 11.008305 10.340559 5.876789 12.047076 9.573882 7.735369 10.840486 14.833226 6.578564 8.888689 14.130598 8.620690 12.130878 10.628776 2.749684 13.351692 4.790663 5.599782 8.687888 10.878417 9.691574 10.136106 8.455945 8.760480 5.479030 12.349198 10.938461 10.405631 10.316332 10.285566 9.236459 11.576225 2.823668 9.776710 8.419121 12.636175 9.826492 8.340953 10.276124 8.910302 12.578064 2.589212 8.686624 6.315530 11.735519 10.504213 11.349785 13.117379 10.931156 10.489368 10.305073 10.886263 11.690336 5.086712 9.717889 9.659728 -1.498179 7.461751 NA 10.196977 10.655504 10.048161 4.841601 8.665399 7.955020 9.881669 TCGA-BP-4790 76 1 1111 NA kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.53.0 NA NA 2 NA 2 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3112506 10.9999105 8.4580920 7.0936595 10.6572957 9.6149270 8.1127048 13.3395671 NA 4.6673926 -0.1400305 NA 10.1535111 9.8614477 7.5913585 2.9474978 8.6881758 9.4701415 9.6544552 11.8053004 10.8462370 9.9957488 5.3836006 8.7952046 10.1847825 5.5038957 12.0210138 8.0547964 9.1603921 10.8550999 2.5604704 11.2309992 9.9348500 10.4975700 10.6061338 8.4222818 7.5395194 10.7799940 8.1505881 7.8712664 8.1797116 -1.1398715 9.6770231 8.3737670 -0.1400305 6.2778918 8.8487240 3.0299652 9.1819674 9.9146437 5.6544556 11.4842660 13.0796617 11.4395911 10.4265692 15.1623571 8.5038957 10.0161226 3.7180218 9.6657832 7.6992435 8.8416068 2.1819612 9.6265684 9.7342524 8.4050040 9.4459408 8.9301604 7.8344540 9.0411918 6.8879456 13.7190403 10.6996369 NA 11.3192149 11.0639502 8.2372501 NA 4.2175952 11.2569118 7.7996184 10.1361638 8.1197826 8.3855600 10.3653547 9.0731435 10.4479622 2.8600490 9.1256545 -0.1400305 NA 10.3923954 6.6282239 9.0743585 9.7744245 10.3708036 8.5289244 9.7149078 9.6568903 11.8446074 9.4599522 9.8105953 13.2921898 6.3194716 10.8087461 10.9857758 9.8243803 6.8543934 10.0305904 2.1819612 4.1079640 4.9475025 NA 8.5020911 12.9455119 10.3256059 10.3796756 6.8543934 8.8200414 3.9474978 6.2946685 9.6207594 11.3009086 10.1797116 11.6665528 8.9247822 9.5972868 10.0609380 5.6544556 2.8600490 3.6673926 -1.1398715 9.6976673 14.4612008 9.7442099 10.2126346 10.4793423 7.7609062 10.2175915 7.0046980 9.1698341 8.3618767 9.4875734 5.8373201 10.2916049 9.0658327 9.4203723 11.6579036 11.9146437 10.9341809 9.3558944 7.3991984 3.5448563 10.1864689 8.9435188 10.8543929 9.9718272 7.9685637 NA 9.4590223 11.8403576 9.4690888 7.0160717 11.3740137 8.8301453 11.2001677 8.2459020 10.2763092 11.2082143 9.4692181 7.2355136 5.9580724 6.9995908 10.8698680 NA 10.2566443 9.1115217 7.3875168 12.5858317 10.1954298 8.6512024 10.7215141 9.8287061 9.9361870 10.7612382 8.6495731 9.8315829 8.1055922 3.5038957 11.8894992 8.5235976 4.6929293 5.2863045 4.2863045 10.8062146 7.4893960 10.9132865 6.3438555 5.1268242 -1.1398715 0.8600490 10.6681992 10.0966516 11.2797363 10.1746226 9.0449148 9.6438562 6.5077851 11.5018654 10.4590224 11.8340954 9.4001675 10.0664434 11.1285814 NA 7.0743588 NA NA 10.4064516 9.3367857 8.2350789 8.6381166 9.1672402 13.4998888 14.4184900 3.1079724 11.7213202 12.2571792 10.3312066 NA 4.3836006 0.4449850 NA 7.4747491 14.4471723 8.2651809 8.7833669 12.1502023 NA 9.1465972 9.1287453 8.7744247 9.8025540 8.2153903 11.3977432 10.1563821 10.6136740 9.6976673 9.7008173 11.0024656 8.5742851 5.2175913 7.7211265 9.3875163 0.00028432 -0.00207840 0.00000000 0.40533000 0.39897000 0.00000000 -0.00249380 0.00117060 0.00069327 0.02650400 0.03891300 0.03404800 0.03404800 0.00069327 0.00069327 0.00028432 -0.00207840 -0.42340000 -0.00027724 0.00000000 0.00000000 -0.00420720 -0.00013862 -0.00254920 -0.00254920 0.00708260 0.00027728 0.00027728 -0.01070700 -0.00567570 -0.00567570 -0.00027724 -0.00027724 0.00194180 0.00000000 0.02651400 0.00069327 0.02650400 0.000 0.000 0.000 0.000 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10.230727 8.395315 9.527151 9.024946 8.367834 8.363865 12.845526 8.944848 9.833019 5.445002 1.860049 11.011690 9.355894 13.146453 9.982867 13.292190 9.425141 7.553526 7.520392 10.351893 10.388005 15.787852 11.666553 12.276045 13.484835 11.327645 1.860049 10.484378 11.348382 10.966275 9.465519 9.420372 6.994465 9.533348 13.083362 11.544131 11.874757 5.069492 4.560477 6.496664 13.598246 10.718798 12.261186 7.243743 0.860049 -1.139871 10.784852 12.675623 11.304532 7.641399 11.142549 11.6659848 13.0387043 10.9999105 10.6572957 9.0097866 11.5792143 10.8025539 7.2821043 11.0018273 14.0872793 5.5038957 8.8010872 13.0788902 8.3458687 12.2813153 10.8642599 2.5604704 13.0738272 7.8300880 6.3598848 8.8811999 10.7004239 9.4431222 10.6372947 8.8185921 8.8754545 7.1032133 12.4994932 10.3493856 10.2794730 10.1460195 10.7904071 10.9281459 11.8080416 5.8373201 10.3663470 9.9547769 12.7711411 9.3658511 7.9234345 10.4793423 9.4756599 12.6813152 6.9153213 8.3478795 6.3678341 11.8403576 10.4939429 11.3970151 12.5858317 10.8323013 9.9494898 9.8315829 10.7415358 11.2465540 6.7848521 9.8789351 9.5879599 2.0299475 4.6284878 -0.1400305 10.7094445 11.1592847 9.7556147 4.6414015 9.1465972 7.5777158 9.6577009 TCGA-BP-4795 74 0 NA 620 kidney stage i t1a n0 m0 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 68.55.0 NA NA 2 1 1 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.04453401 11.26118724 9.59174149 10.46239092 10.61742807 7.74275675 6.36068383 10.84871588 8.85292333 8.00986108 8.88349008 NA 10.12391653 8.87742832 1.57060865 5.97811095 9.16555373 4.01539052 8.57185918 10.42512934 7.29852727 10.12348980 14.84456465 11.00685607 11.12049878 15.45047759 8.93303820 10.34026138 4.68608587 9.38865667 7.40911086 8.77136963 1.88740829 9.00152445 8.67326526 9.13284953 9.61074472 9.71809478 8.13030285 8.92326360 7.75382914 13.27882894 10.75162138 -0.01435385 11.87995724 9.87935580 10.49673846 NA 6.55042974 10.27796639 7.77572154 10.13750685 8.58803435 8.65334777 11.26699520 9.33215854 7.53017143 4.18204071 8.85908871 3.48814220 NA 9.99826928 8.15723829 9.47950018 9.53060922 10.00430854 8.32103515 9.45460816 10.76372187 11.54054049 9.70674396 10.08980664 12.04960147 6.03003806 10.87410894 10.82589810 9.68608447 5.85189393 10.38224953 NA 0.98564615 1.20801775 NA 1.98564615 13.63635991 5.12860273 3.72260810 9.07752074 9.98564473 4.59050621 7.01539163 9.27335713 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.6846387 12.4502755 9.6432610 9.9828242 9.4654250 NA 4.8764138 9.4084104 11.1275389 0.9856461 9.8472486 8.5427893 9.4498500 9.5459776 7.9762216 8.0713385 6.4006814 8.7158316 7.9005281 8.7940727 11.0996038 9.4934394 2.3075742 9.1037206 9.8180074 10.6159118 9.1362383 4.5905062 11.8955378 11.1524354 12.3656430 3.5706087 6.9163823 7.6174278 9.3786776 10.7276734 9.7271118 10.7499634 7.7112953 2.6486035 10.4006822 9.5618141 7.0731079 10.9538314 3.9552756 10.2402797 9.2184654 6.5555002 8.2461724 10.0204437 7.8227467 13.3893669 9.8441438 10.5536008 13.3183340 12.8696244 7.2176660 9.2886642 10.7058889 7.9931394 9.9320637 9.5510641 8.9648318 8.7427567 13.8363850 8.6343018 9.2184654 8.3922041 3.2586697 10.3113250 9.7713696 12.7808727 8.8774283 12.0496015 8.9271815 7.7021782 6.3731453 13.5092475 10.0950401 15.7966598 11.5725205 12.2817005 13.0405316 11.1117038 1.8601285 10.0980842 11.7694615 10.6645382 9.2453880 8.9987348 7.6953028 10.2088419 13.0707852 10.7110109 11.6213628 4.0153905 5.4774992 8.2695050 14.1514596 10.7849263 12.3832302 8.2771990 -0.5992435 NA 10.2461723 12.6784781 11.6309729 7.4667715 11.3115123 11.831135 12.948119 10.239098 10.724863 7.319546 10.175057 9.027304 7.742757 10.545340 14.459375 5.529965 9.374380 13.572791 8.633103 11.862417 10.415400 3.155571 13.644117 5.327748 6.477498 6.920318 10.678260 9.749963 10.049040 8.390786 8.588455 8.959103 11.508880 9.742201 10.090243 10.528677 10.319918 10.062015 11.507572 3.445078 10.567787 8.978111 13.019421 9.466771 6.600355 10.358510 9.331353 12.509778 6.939841 7.837394 8.978111 11.615457 10.856009 11.242050 12.909653 10.875149 10.610136 10.875656 10.897786 10.996084 8.275664 9.975749 9.881977 6.575607 1.985646 NA 10.326237 10.038312 9.906990 4.128599 8.709021 7.991269 9.773547 TCGA-BP-4797 34 0 NA 1107 kidney stage iii t3b n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA 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9.8934155 12.7600422 11.3189325 11.5177019 4.9472313 5.1882427 3.9617344 13.7862269 11.7677986 12.0416438 7.4802675 -0.6822329 NA 11.3995261 12.9312053 11.1814624 6.7773079 10.8335761 11.27515969 13.24625579 10.82814585 10.05216249 7.34854316 11.14263610 11.34716346 6.19439244 10.35576633 13.78165600 6.41590905 7.14759875 12.95170699 8.64542895 12.21117775 10.24083223 2.48779502 13.33646762 7.76046714 6.29515546 8.32602449 9.64935301 9.50275146 10.18862618 7.12523160 8.60964565 7.58466266 11.24657964 10.38430176 10.43486984 10.48717489 10.24639455 10.29300761 11.11938251 4.17585989 10.27787819 5.05934230 12.35956616 9.83603757 10.67981997 9.97831792 9.60399495 12.69989223 4.91778976 8.78650031 5.37315749 11.14561588 10.39067875 11.10169295 12.61386033 11.27025345 9.01918260 9.89907682 10.86090803 10.52763114 6.77730793 9.64036769 9.46762328 -0.09711604 NA -0.09711604 10.43876202 11.17819114 9.58055838 3.27206799 7.65326643 7.56105037 9.72726718 TCGA-BP-4798 74 1 334 NA kidney stage iii 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NA NA 7.1632683 9.5145227 4.5258371 10.4611667 9.8050617 12.5592610 8.0105488 10.2006187 7.0563527 1.6778465 9.6879495 7.6320377 7.4644371 13.9279618 NA 6.6413148 0.9408809 NA 9.2123385 9.6585519 6.1632673 2.6778465 9.1174641 8.3445977 10.3288928 10.2590416 10.8265718 10.2285878 4.5653656 5.1108017 9.7233278 8.1240975 10.5726588 6.1240965 9.6320373 12.0921035 3.8794705 9.1024274 9.9797944 9.6935349 10.6273760 7.3274565 8.6979878 9.9979647 9.9213863 7.6459322 5.2385576 NA 8.7884551 7.3615377 NA 5.2628052 8.7439303 5.7821779 8.1696941 13.7921040 3.7482251 12.1824476 14.4820528 12.1672877 11.2721657 15.7269068 8.8050615 11.7038112 4.9408762 7.8071243 7.2200987 7.2925508 2.1632733 7.1824619 7.7947050 9.1240973 8.0906227 9.6002768 6.6505334 7.8356930 6.2747760 13.3385501 11.9016015 NA 10.8671715 11.8925318 8.2717921 0.9408809 7.7090597 9.5871341 7.3838192 10.1032668 9.6562656 10.5720525 9.6470837 8.0598165 10.3842128 1.3559184 9.0141246 NA NA 9.9907240 6.8316467 8.0872321 9.0123379 10.5245851 7.9852699 9.9314523 9.3810525 11.3377550 8.6062112 9.1174641 14.1677894 2.5258434 9.5333075 10.2940223 9.9267175 11.5116799 9.6539756 0.3559184 2.9408809 0.3559184 NA 4.5258371 14.0034276 1.9408809 6.6320370 9.5005712 10.5512852 0.3559184 5.6778408 11.1820642 10.6614048 8.6320373 11.9938261 7.4800340 9.4916222 10.6320374 5.5847310 3.3559184 2.5258434 0.9408809 10.3629403 14.9777073 10.2076620 6.4433762 9.2762659 8.1405476 9.1240973 8.1535743 9.6213523 4.8477665 7.8356930 6.3216972 10.6708814 10.2385560 8.8417423 10.9646299 14.0094299 12.1994415 10.0804269 8.2507309 5.3216972 11.5126281 9.9229184 9.1158011 9.8921603 3.2628090 2.8153500 7.8316467 12.0868076 8.0613382 9.2652060 11.8637076 8.9389958 10.7615863 5.5457368 10.1696942 12.9581479 11.4023549 7.4189303 3.7482251 7.1696946 10.6659576 NA 12.3290722 8.1728965 5.8477665 13.0597085 9.1712964 10.0042706 11.5078809 9.1503289 10.4152574 10.0698751 9.7211419 8.8676658 9.4246912 0.9408809 10.6436253 6.0973790 0.9408809 2.6778465 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13.2994351 13.1987544 7.0973801 9.0718750 9.8656880 7.6226998 9.4193080 9.5580368 7.5358220 8.7525178 13.5214481 8.8950717 6.0141254 8.4433758 5.7653040 11.3727213 9.6653894 14.2595595 9.4193080 14.1677894 8.1207848 6.0838324 5.0362352 10.7530528 13.7222352 15.6628825 11.9938261 11.9469678 14.1473812 9.8029963 0.3559184 9.4683526 9.7320383 9.6924195 9.0459109 8.8417423 8.0528805 9.7428532 13.0681175 10.4742052 12.5420272 3.6038459 4.1107975 3.0563581 14.5095220 11.0498355 12.3281748 6.5847310 NA NA 10.6073954 12.7020112 10.1549436 7.5457375 10.5841305 11.1864282 12.8976146 10.2006187 9.6879495 7.7947050 9.1744951 11.2247356 8.2107814 10.1495163 13.3692409 8.1240975 9.6097605 12.6872386 8.7610545 11.8120107 10.3064689 1.6778465 12.1714964 5.9715068 6.3101092 8.6912141 9.9752160 7.7525178 11.5132599 8.8656881 9.3202538 4.9408762 11.7214153 10.0940052 8.8656881 10.2947574 11.0006706 9.9465000 10.8219895 4.1107975 10.4565754 8.2476969 11.5773974 9.0632721 6.5258387 9.2762659 8.1661952 12.8298724 7.1951172 9.6562656 5.9852704 12.0868076 10.7535877 11.7634463 13.0597085 12.2446562 9.7068522 8.8676658 10.5756865 10.8004103 5.7309524 8.9889082 8.9333419 4.4851949 -0.6440816 NA 11.8814338 10.6096541 8.4851962 3.6038459 7.5457375 8.2537586 9.8173924 TCGA-BP-4801 57 0 NA 1124 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 68.55.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 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11.9443952 9.7072996 10.2912294 10.3443756 7.5274293 6.0840473 10.7767891 9.3389884 7.7602096 7.5218046 -0.4781452 9.7373378 8.3015241 -1.4783462 7.9417648 9.0206539 4.8072055 9.5586652 11.6885955 5.0609639 11.3361609 15.9653966 10.6892229 10.2945317 16.1389852 8.2683193 9.6079409 4.1656628 9.3913985 6.9894104 7.8990155 1.3291810 8.4481006 9.9498037 8.8538413 9.3743342 8.2866765 7.9543464 9.2109292 7.0335574 13.4736358 10.9296036 -0.4781452 11.6912600 10.1557081 7.8837485 NA 3.2222481 12.0558644 7.6816762 9.9683712 7.9501651 7.6485093 10.7494207 8.6778877 11.8869297 0.1067503 9.3890834 1.5218046 NA 9.8622113 6.7885918 8.7029570 9.4059753 10.7014029 8.5246197 9.2539723 9.4249334 11.8162417 9.5469442 10.2360503 12.7449769 3.9812407 11.2254812 10.8905840 10.0473256 7.5743725 10.2411936 -1.4783462 1.3291810 -0.4781452 -0.4781452 8.2152918 13.8755719 8.2205094 11.5753913 8.9512116 9.3251287 5.9730165 6.7932678 10.2467449 11.0773525 9.9000995 11.4418244 8.5648320 11.1378941 11.2185550 6.6664626 3.9141244 0.8437427 NA 8.9194792 13.8168203 9.5083579 9.8886734 9.7685453 6.9141220 10.0982891 7.8392176 9.9559534 10.5740332 8.7932678 6.4406682 10.4784677 10.3347842 8.8164256 11.1681384 12.6944666 10.9301345 9.7324761 8.7602096 2.3083900 11.5433053 9.2300264 10.9975382 9.5899112 9.7584169 1.6917128 9.3113385 11.0771129 11.3302360 8.1972678 11.5992881 8.6778877 11.5088911 7.7385503 10.1355943 11.3784248 9.3170327 8.1521631 5.8437327 7.2463188 10.2556675 NA 9.9506883 8.8129753 7.3952488 13.0358407 10.2653769 8.1142619 10.7445997 9.3983217 9.5872210 10.7660169 9.0773525 10.1920184 8.8233010 3.2766902 11.5452126 9.1447717 3.8016450 6.6664626 3.6510861 10.8471102 6.2360506 10.8493097 5.2800284 5.2766939 NA 2.9141244 11.1688134 10.5959462 11.2015047 10.1701623 9.2196412 9.5695967 6.2143852 11.6528578 10.6543045 11.3095033 9.3355860 9.6139012 12.2234361 -1.4783462 7.6039534 0.1067503 NA 10.1231113 9.1282099 8.8968443 8.3641552 9.4694418 13.9346723 14.5111549 1.9812316 10.9028069 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13.686437 11.012405 2.428705 10.411309 10.091660 10.611255 8.553850 8.816426 7.269997 9.906588 12.760060 10.868041 11.395824 4.499087 4.825587 5.760210 14.255587 11.224627 12.253654 7.694233 NA NA 9.152072 12.929537 11.129482 7.269997 11.048793 11.380757 12.964036 10.594272 10.348750 6.750624 11.336187 9.924284 6.289989 10.559352 14.762610 6.811824 8.165661 13.084399 8.711629 11.962804 10.518631 1.843743 13.806846 6.361639 5.825585 8.866001 10.391399 9.458443 9.971985 8.136514 9.004613 9.555228 11.800980 9.670917 10.335586 10.581149 10.464686 9.757819 11.383279 3.609270 10.254396 10.260741 12.935532 9.533731 8.538613 9.768545 9.342510 12.475637 4.013659 8.968888 6.045367 11.077113 10.394480 10.751525 13.035841 10.916535 9.701714 10.192018 10.839500 10.688266 7.283356 9.588567 9.334784 1.981232 7.665494 NA 9.893581 11.598554 9.334784 4.711627 8.322705 8.434694 10.133291 TCGA-BP-4803 79 0 NA 204 kidney stage iii t3a nx m0 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes 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10.5376213 14.5053608 6.9249241 6.9114208 12.8978462 8.6149877 11.7959784 10.1990241 1.9159415 13.6816777 5.8992482 5.8131758 8.4902793 10.1780306 9.3867980 9.9488080 8.7258645 9.0180900 7.1370393 13.0268105 10.2517727 10.3675590 10.6201853 9.9543061 10.1629138 11.5113797 2.4013574 9.9193131 7.8513955 13.0260725 9.4941198 10.5819822 9.7538789 8.8210338 12.5558191 4.5482023 8.8643029 4.2087201 11.5543717 10.4678362 10.8416385 13.3351059 10.8897766 9.8294235 10.2169746 10.8558087 10.6623997 6.6814703 9.5503838 9.6547035 0.5939752 NA -0.4060248 10.3936940 10.8543803 9.7207121 2.0534242 8.6933556 8.1485966 10.4632159 TCGA-BP-4804 59 0 NA 1459 kidney stage i t1b nx m0 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 2 NA 2 4 2 2 3 3 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.3477613 10.0293209 7.6737472 10.9670250 8.1138932 12.2833201 9.0559947 10.3976860 6.8704387 4.5555646 10.6752659 9.4376123 9.5522629 13.8251485 -0.8018831 5.5017958 NA 0.7829956 10.2999893 9.9785535 7.3927708 4.5555646 8.7583465 9.5233191 9.9810118 12.0289249 10.4111178 9.6918691 6.9793737 6.4741375 9.5741390 7.6574449 11.8956328 8.4995099 10.1383272 10.5125969 3.8984502 11.6571891 9.3272966 11.1681195 10.2661201 7.3426721 4.2854762 10.5015604 9.4871911 8.2587097 6.7449078 1.5199444 9.8677845 8.9105405 1.5199444 7.1752940 9.3247181 6.3375648 10.4706434 9.5849539 5.7678693 10.0295505 12.1487518 10.9432678 10.7186323 15.2947494 8.1724280 9.5697903 4.8704387 9.8062685 7.5244430 8.1257916 1.5199444 8.6918691 9.2120340 9.1966041 9.8373543 8.6978596 8.2505817 8.5795566 6.7904710 12.7847362 10.8695547 1.1979912 11.5911359 10.9021161 9.1909521 NA 6.0181935 10.9399019 8.3039223 9.4659708 7.9956750 8.6594929 10.6717194 8.7545198 12.6696330 3.9529020 8.6878617 5.0559938 NA 9.8007124 7.4880321 9.0591005 9.2478623 10.1153857 8.0309038 10.0133969 10.0737629 11.7590008 9.7107541 10.2022340 11.7628776 5.7058093 10.8362686 10.3754332 10.0213809 8.7506829 9.9964855 NA 3.7829746 5.2641010 -0.8018831 7.1228259 14.0252075 9.7008454 11.8821047 8.9019174 10.0277364 5.3477613 6.3477613 10.2444555 10.4435664 10.1543898 11.2901100 9.6938687 9.1064062 11.0281327 6.2424082 4.4459385 2.8984599 NA 9.9139756 14.0803223 9.4208085 9.8553321 9.6326419 7.9989136 9.9301810 8.2694760 10.3046420 7.6858540 8.7077888 8.2774985 10.1004792 9.1681195 8.6656191 10.9977000 12.6977350 11.3137076 9.1018956 9.1988305 4.3996496 11.6620488 9.1781532 9.4577570 9.9318764 9.4038069 2.7829746 8.6305555 11.1317043 10.3592211 6.9845449 11.2335001 8.3927703 10.8858267 8.6858536 9.9233799 11.3862934 9.9199672 8.4062969 6.4459418 7.9529014 10.2362467 -0.8018831 10.0536608 8.6574453 6.6737472 12.6593652 10.3810286 8.1866981 10.9335697 9.7895359 9.3169546 10.8594889 9.2478623 10.2169093 7.3927708 2.8984599 11.6835914 6.3779219 4.5442628 7.3578854 4.8984551 10.0783625 7.0745301 10.4331603 6.0076844 5.9394805 NA 2.3679301 10.8766138 10.5572141 10.7997845 11.2674634 8.1317042 8.5308780 6.1613718 11.5123136 10.9088200 11.1576534 8.6635802 9.7166669 11.4975079 2.3679301 8.5378637 0.1979912 0.1979912 9.9801929 8.9428476 9.1980135 8.3350048 9.9777330 13.0912204 14.1214804 3.1980069 11.7412872 12.7904707 10.4007497 0.7829956 4.0053730 1.5199444 0.7829956 6.8774940 14.1547981 9.7564344 7.4025849 12.6031551 NA 8.7371723 8.8685991 9.4891842 9.2907709 7.4880321 11.0691488 9.6063434 10.9457871 9.6993035 8.6200783 10.6574453 9.0806566 5.0053685 8.2421070 10.8314630 0.0224440 0.1168200 -0.0034627 0.1863100 0.1160900 0.0882350 -0.0116110 -0.0024938 0.0327220 0.0512450 0.0512450 0.0328130 0.0617940 0.0000000 0.0000000 0.0188030 0.1168200 -0.0034627 -0.0034627 -0.0034627 -0.0034627 -0.0156040 0.1863100 -0.0078863 -0.0078863 0.0408920 -0.0111980 -0.0111980 -0.0116110 -0.0058140 -0.0058140 -0.0102320 -0.0102320 -0.0976270 0.1285900 0.0188030 0.0327220 0.0512450 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.117 0.117 0.000 0.000 0.000 0.000 0.186 0.186 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.117 0.117 0.000 0.000 0.000 0.000 0.186 0.186 0.000 0.000 0.116 0.116 0.000 0.000 0.000 0.000 0.000 0.000 9.778272 11.597024 9.426832 11.174936 9.431633 2.782975 4.198015 9.592476 11.182788 3.104907 8.400137 6.140527 9.011795 14.160141 9.218993 9.069919 6.018194 7.979373 9.112399 8.131704 11.517686 9.854438 7.049763 9.166681 9.461283 10.338204 8.160910 5.537864 11.764306 9.550057 12.184910 3.952902 6.537863 7.661538 8.483416 10.260060 9.9603957 10.2141255 8.1018953 NA 10.3896897 8.6656191 6.0053685 10.1257916 5.0559938 9.8182335 9.7640676 6.7449078 7.7716611 9.8624608 7.4787842 12.8094996 10.7754425 10.1500267 12.9356835 12.6471146 6.8633500 9.3052307 10.2781650 8.5860310 9.6368055 9.6574453 8.4601085 7.8053441 13.1413526 9.0821842 9.4435662 6.7058079 3.3679441 10.4624563 9.2162138 12.8061529 9.4352235 11.7628776 8.9628853 6.9529008 6.7449078 11.1973090 10.0829472 14.8878751 11.2901100 11.4456445 13.1726075 10.8067305 2.5199444 11.3480782 9.7107541 10.8584553 8.9612260 8.6656191 7.7449078 10.0988805 12.2764981 11.3410779 11.4077716 6.1168762 6.1752930 6.4648006 14.3323513 10.4845714 12.3231042 7.2801629 0.7829956 NA 9.6042187 12.7816841 10.9694949 7.0683785 10.6722266 11.730857 12.316468 10.397686 10.675266 8.524443 10.218299 10.708778 6.649225 10.364804 13.096422 7.657445 8.946207 12.702444 8.122826 11.588183 10.194487 3.005364 13.175025 7.208738 6.959565 8.501338 10.562695 9.014997 9.870439 7.752603 8.744908 6.863350 11.793737 9.868670 9.100389 10.954153 10.676783 9.313057 10.550609 4.689869 10.649225 8.548953 12.756318 8.689867 8.089797 9.632642 9.585557 12.532008 6.721575 8.687862 6.972801 11.131704 10.813643 10.995675 12.659365 10.761687 9.172428 10.216909 11.145285 10.557214 6.590331 10.170275 9.985100 4.242404 1.197991 NA 10.748279 11.826302 9.011795 3.104907 8.737172 8.282822 10.261409 TCGA-BP-4807 42 0 NA 211 kidney stage i t1a nx m0 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 65.53.0 NA NA 2 NA 3 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.8771209 11.5738705 9.3859053 9.9751524 10.3584152 8.4006822 -1.1228055 10.7205859 9.4483893 7.6084389 7.7810023 0.4620523 9.3033851 8.1509160 2.1990598 6.6253129 9.4230499 6.1532440 9.6444771 11.7798722 4.1625243 12.0140009 13.9264583 10.5701715 9.0369915 16.6173358 8.2907483 10.9549374 3.1250559 8.4085017 7.6453046 8.6286643 1.8771160 10.2258484 9.5335809 8.7490253 9.3868952 8.6169009 8.1671391 9.7131707 6.7100101 13.8511763 10.9262881 NA 11.2605546 10.5946682 7.3809459 -1.1228055 6.3200640 12.0346251 7.5101154 10.0944722 7.3888732 8.1532445 10.5982195 8.9485827 11.9219344 0.8771160 9.5706071 NA NA 10.0896167 7.0570289 8.2907483 9.6519074 10.3401336 8.4336263 8.8827448 9.4133675 12.0522877 9.3649602 10.0489225 13.1209636 2.1990598 10.5956789 10.3236867 9.9999483 8.5879267 10.0514219 NA 2.0470497 1.8771160 NA 8.0038248 13.4937840 12.0610657 12.8057312 7.7870132 9.4733100 4.8543997 6.6185867 9.9458985 11.2508011 10.1023277 11.2991535 7.5064766 9.9751524 10.5557204 4.3033862 3.2694372 -1.1228055 NA 8.5317561 13.6983461 10.0044698 10.1345081 9.8757107 6.5844800 9.8122853 7.6453046 9.0060040 11.4658349 8.2970804 6.3200640 10.0286189 10.2960270 9.5236790 11.3088790 12.8282228 10.9827014 10.0275022 8.6876920 2.0470497 11.5046542 9.1544078 11.7898225 9.1967924 8.9077875 2.1990598 8.8004476 11.3498111 9.2604790 8.5227788 11.4087454 8.9050262 11.2286116 9.1578911 10.1984847 11.3523471 9.5290690 7.9548704 5.2169709 6.2608255 10.6114065 NA 10.7673845 8.3487954 7.2651377 12.8064711 10.1962279 9.2619040 10.9053717 9.1023277 9.9619286 10.6837263 8.8313164 9.4779624 8.4162790 1.4621047 11.0060812 9.9479120 3.6320122 8.5317561 3.4006882 11.3257528 5.9960610 9.7521016 4.8163488 4.7350997 NA -0.1228055 10.6872902 10.2790664 10.8045279 10.1602086 9.9465700 9.4153091 6.0435348 10.8629622 10.4895281 11.6826626 9.4686426 10.0570293 11.3459988 0.4620523 7.6715361 -1.1228055 NA 9.8472262 9.3639553 8.9296883 8.1967924 9.0829136 14.5529395 14.0088567 2.4620785 11.6868884 12.6156348 9.7474849 -1.1228055 5.6584800 1.1990598 NA 7.7068427 14.3833968 7.7567038 8.9973582 12.0780188 NA 7.5353314 9.2562495 9.5046542 9.7123812 7.6219544 11.3316766 10.2859807 10.6621639 9.5583587 6.6453039 10.3883788 8.1368635 3.6484769 7.0100570 9.4460264 -0.00379650 0.00368930 0.01916500 -0.01668200 -0.00130430 0.01078500 -0.00697630 -0.02736800 -0.03168800 -0.04582600 -0.04582600 -0.04582600 -0.04582600 -0.00379650 -0.00379650 -0.00379650 0.00368930 -0.83812000 -0.83812000 -0.83812000 -0.83873000 0.01315600 -0.00973730 0.00920410 0.00837450 -0.85515000 0.00410600 0.00410600 -0.00697630 0.00000000 0.00424490 0.00056893 0.00056893 0.00122760 -0.00614730 0.03278700 -0.03168800 -0.04582600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.855 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.855 0.000 0.000 0.000 0.000 0.000 7.4240151 11.9218559 9.5592369 12.8746526 9.1979209 NA -0.1228055 9.4075265 10.8548259 3.0470497 10.1065399 8.5028290 9.1625225 12.4950468 6.6584800 8.3012867 6.9751521 8.4955057 8.1345080 8.4955057 10.6576600 9.5137450 2.1990598 8.7413065 10.2859807 10.9915133 8.4620826 9.9738354 11.9920013 8.5671183 11.9371339 2.7840014 7.2907478 7.5810235 10.0332033 10.7424669 9.886249 10.702477 7.499172 NA 9.969217 8.655197 7.517365 10.322135 5.400681 10.340134 9.299185 6.542456 6.790010 10.440793 6.352854 13.612094 10.108941 10.598647 12.360936 12.894625 7.868642 9.155570 10.085964 9.366968 9.002534 9.082914 5.477033 5.697298 13.121187 8.382932 10.466771 5.252158 0.877116 10.938491 10.028771 12.989152 7.980408 13.120964 8.800448 8.478891 5.806556 10.694903 10.898100 16.438043 11.299153 12.386895 13.157964 10.736267 1.199060 10.241802 11.386153 10.929349 9.270511 9.523679 7.368973 9.670724 12.886249 10.651907 11.678020 2.877116 5.143908 7.801933 14.178741 11.536001 12.104887 7.524579 NA NA 9.371976 12.818718 10.908815 6.953936 11.196792 11.661142 13.005115 10.378460 10.024325 5.368974 11.355131 9.287572 4.899490 10.052046 15.061279 6.036991 7.484451 12.614248 8.990862 11.985318 10.710406 1.462105 13.703271 6.922607 5.645304 9.022059 9.591366 9.547777 10.269974 8.517365 8.782507 8.473310 12.063854 9.857260 10.222526 10.129194 10.280132 10.438885 11.196228 2.462079 10.211952 9.101122 12.464638 9.724961 8.625313 9.875711 9.062467 12.668894 2.877116 8.697299 4.831315 11.349811 10.364960 11.299185 12.806471 11.320841 9.657660 9.477962 10.884498 11.013698 5.943209 9.731989 9.025597 3.336555 7.622828 NA 9.804157 10.697084 9.587927 -1.122805 7.535331 8.069413 10.265138 TCGA-BP-4959 49 0 NA 2660 kidney stage i t1b nx m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 3 NA 3 4 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4564894 10.3477718 8.9789764 6.0138709 11.3690062 10.4111472 13.0413435 NA 0.1974880 5.6989991 8.3789927 4.5509007 10.7526919 7.8689225 12.2504012 11.6105724 10.2898129 8.4328809 5.1869363 9.6308883 8.7359083 6.5750657 12.2477727 NA 5.8090517 -1.6583558 -1.6583558 10.0440513 9.8654976 8.2692235 4.1488040 9.4861039 9.1955349 8.5690615 11.8003649 10.3645070 9.1358616 6.2956422 12.4626555 10.0535428 7.2423129 11.9499316 9.1277153 9.8029252 10.3665853 5.2483375 12.2195925 9.6890671 10.1739402 10.5914480 8.1963139 7.4886508 10.4232621 9.0270705 7.9376357 7.6452268 -1.6583558 9.5006864 8.0244405 0.9263790 7.6678751 10.3258642 7.5630330 9.7765951 9.2573251 4.3414450 12.4607273 10.4716945 10.6779523 8.6934890 16.2947783 7.6035403 11.1994267 4.5113732 8.9634975 6.8689225 6.7465869 2.2891262 8.7240697 9.2202630 8.5521173 9.3554663 9.1423455 8.5858095 8.3028952 6.7208243 14.5232386 10.8382995 NA 11.4407936 10.5760596 7.0314437 NA 3.9853000 11.5348171 7.4809969 9.9929460 9.5435695 9.8497357 10.4880144 8.6395082 13.2134876 -0.6585835 8.6486466 0.6633902 NA 9.9381014 5.2721837 8.8141367 10.7942018 10.4658902 8.7978003 10.1354553 8.6175703 11.8877458 9.3086719 9.5696631 13.2914092 1.9264170 10.5098389 10.4610353 9.9735322 9.4041666 10.4075349 -1.6583558 2.4289196 4.9413599 NA 7.5654471 13.3905285 8.4655672 12.8961545 9.5899664 9.3631198 4.9264075 5.8650082 10.8696556 11.0744611 10.8390481 11.2182658 7.6857419 10.3523234 10.7326894 5.3072318 -1.6583558 3.4707321 -0.6585835 10.0616899 14.2580250 9.8830264 10.5269407 9.5294163 5.5213555 9.6874053 7.2898133 9.2808192 12.5869242 9.1334225 5.8252616 8.8639685 10.5284885 9.0616901 11.5862555 12.8844776 11.4343680 10.6543287 8.9898032 4.7244593 11.9717129 8.7905945 11.0451330 9.2692237 11.4255897 1.5113668 8.2736604 11.1959246 8.9814103 9.2169340 11.4739455 7.9245287 11.2963690 8.1759168 9.6216365 10.9036882 10.1640165 8.3757493 5.6723631 7.0349332 10.7342998 NA 11.5000555 8.4899222 7.2179625 12.6415123 11.7395214 8.9834976 10.5831310 10.8472573 9.2438209 10.9136035 9.0147547 9.5875925 9.4848289 0.3414165 10.8001087 8.0829128 2.8008688 8.9924974 3.0963293 11.9506245 5.2721837 9.7114901 4.5356113 4.7677131 NA -0.6585835 11.0644667 10.2079520 11.1719609 10.1699790 10.6801821 8.8181920 6.8775762 10.2890826 10.7802376 11.1127289 9.4629793 9.8551734 10.4325505 -0.6585835 7.5411183 -1.6583558 -1.6583558 10.1451733 9.8561598 9.4162562 8.4102241 9.1861514 13.2562513 13.8417586 0.9263790 10.2927305 12.6901048 10.3283544 NA 4.9561543 1.1488040 NA 7.4075346 14.2925027 8.4355236 8.6599884 11.3594720 -1.6583558 7.3858400 9.3213139 10.3953716 9.6812957 7.5941111 12.0858591 9.6274259 10.9522399 9.2400471 9.7682346 9.5182422 8.5905594 2.9264170 6.0371604 9.9413586 0.0164760 0.0107030 0.0879690 0.4191500 -0.0138150 0.0836310 0.0065262 -0.0087449 -0.0151910 -0.1595000 -0.1595000 -0.1595000 0.6699300 -0.0019399 0.0164760 0.0174040 0.0116790 -0.4377800 -0.4319200 -0.4319200 -0.4319200 0.0105640 0.0000000 -0.4492100 -0.4492100 -0.4417800 0.0065262 0.0065262 0.0086135 0.0026357 0.0026357 0.0083351 0.0083351 -0.4457700 -0.0164290 0.0214630 -0.0151910 -0.1595000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.432 0.000 0.000 0.000 0.000 0.000 -0.449 -0.449 0.000 0.000 -0.442 0.000 0.000 0.000 -0.159 -0.159 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.432 0.000 0.000 0.000 0.000 0.000 -0.449 -0.449 0.000 0.000 -0.442 0.000 0.000 0.000 -0.159 -0.159 6.7885291 11.2191133 9.2279045 13.4587642 8.8522099 NA 0.3414165 9.2513387 10.5454055 0.3414165 10.0253176 5.8090517 8.3540704 13.9723101 8.1145851 8.5893733 5.9561566 6.0556902 8.0505294 8.1162327 11.3936741 9.5744662 4.2240866 9.7000969 10.8785986 10.4440776 7.5213547 9.7481823 10.9568455 8.2868895 12.0804742 2.2483223 6.6633745 6.9301601 5.0693671 10.9678392 10.00766968 10.42426005 8.01916536 NA 10.07361314 8.02444048 7.76771041 10.24193526 5.16162572 10.23929122 9.88351024 6.42359498 6.26030988 10.24608037 5.73376377 13.76967504 11.05890800 10.09382635 12.94315850 12.55773008 8.08122617 9.55819166 10.11705603 9.59529329 9.49689651 9.64465576 5.71648614 5.35267379 12.81907753 7.83129394 9.48035743 4.53126916 0.34141652 10.85862299 9.19319489 12.95494746 8.23626347 13.29140920 8.59292827 8.56665307 7.55894336 9.90416524 10.83829954 16.04881161 11.21826577 12.05031408 13.77019846 11.03406127 -0.07354507 10.81869808 9.59883358 11.12608061 9.36589284 9.06169008 7.50383687 9.78075726 13.09152461 11.00589299 11.57176644 6.17433650 5.23626299 3.69899630 14.41760998 12.10185384 12.04437595 8.36381368 NA NA 10.36866065 12.87933145 10.72027162 6.64522610 11.00255577 11.342854 13.170673 10.289813 9.630888 6.817179 11.121165 11.636067 5.224090 9.995634 13.627823 7.242313 6.899867 12.532420 9.215659 11.934136 10.003669 1.800869 13.371768 6.036257 6.217964 8.008007 9.765612 9.537433 10.173940 8.010331 8.658858 8.578656 11.762327 10.036239 10.167597 10.532505 10.223707 10.256205 10.370388 1.663390 10.734300 5.027946 12.160762 9.580448 6.135861 9.529416 9.725247 12.596179 4.833300 8.538662 3.385845 11.195925 10.268112 11.772813 12.641512 11.528179 8.862065 9.587592 11.170376 10.797985 7.112936 9.661682 8.988904 3.341445 1.341473 NA 10.200592 11.013020 9.005893 1.341473 7.385840 7.738050 10.463303 TCGA-BP-4960 46 0 NA 2172 kidney stage ii t2 n0 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.86149391 10.15782199 9.01394680 8.51875189 6.90296956 -1.04543143 9.69775384 9.31435212 1.95460579 7.37245504 9.55915565 0.95456857 11.15396806 9.56378124 6.45444901 10.76777843 13.54659223 10.59575110 10.03141808 16.23944463 8.78432534 9.99489223 5.14442576 10.27371006 7.64808933 7.98802567 2.44002198 8.62879473 9.47325562 9.10434950 10.22021748 8.75711895 8.67399130 9.85320381 7.08902880 13.38361683 11.28775779 NA 11.27060106 10.73136443 9.04868004 -1.04543143 6.35548148 10.42424430 9.15058988 9.07743048 8.36611366 8.50149687 11.63891277 8.31654628 12.19613433 4.56931488 8.61281396 -1.04543143 -1.04543143 9.55265488 6.92614653 8.89124054 9.62614359 10.33506348 8.37456265 9.81180591 8.92038680 11.59193602 9.92829984 10.20904060 12.03858032 0.95456857 11.21453399 10.43690628 9.98043409 10.02069165 9.82804665 0.53953107 2.86149887 3.47816937 1.95460579 7.02069220 14.35424756 9.20726793 12.69227233 10.21375723 10.58122412 4.68252273 7.29889838 10.54097316 10.42982924 9.58850590 11.07192091 10.25094512 9.18101457 11.33884661 5.31215326 1.53958070 3.04206644 0.95456857 10.61638058 13.73555226 9.42016888 10.10942064 9.12202064 7.96582987 10.49860093 8.38505521 11.03088697 7.82188110 8.44645558 7.43438303 10.19847856 9.24692416 8.05526454 10.96687779 13.43570812 11.56123901 8.90150863 9.77337628 2.77325792 12.26422093 9.20015513 9.79930818 10.31215451 8.30554150 0.53953107 7.33830674 10.72526638 6.57797257 7.51699768 11.22927181 8.42830824 10.52588105 6.38923122 9.98457981 11.66648451 10.43387750 9.08250648 4.59846049 8.57298779 10.37929367 1.95460579 10.72030292 8.20726768 6.56931184 12.82313567 10.05657811 8.89124054 11.12170692 10.96652852 9.23421293 10.90797687 9.19061659 10.35388034 6.10434924 2.27652644 11.20253000 7.41403403 4.41403403 7.62348721 4.41403403 9.91966529 6.78749254 10.79316035 6.65629042 5.61281248 -0.04543143 2.86149887 10.99660377 10.55730133 11.07062144 11.81510754 6.81878922 7.79695265 5.91888470 12.63847433 10.89087232 10.88349092 8.19777646 9.76998574 10.57756941 -0.04543143 8.84790392 NA 0.53953107 10.05592161 9.31435212 9.33072779 8.77796966 10.08967041 13.24764297 13.13178839 7.49763392 10.61370642 11.90333471 10.51684487 2.12452666 4.65504265 0.95456857 1.27655622 6.44645475 13.30312315 10.60565415 7.15917403 11.61526694 -1.04543143 8.35120737 9.16753657 10.03342039 8.60744757 7.00988459 10.96408119 9.68167203 10.95601068 9.38969974 10.02606483 11.27173240 9.51302325 4.20252743 9.35098248 11.40735849 -0.00101940 0.00000000 0.22607000 0.38833000 0.40761000 -0.21991000 -0.21342000 0.01112100 -0.01505400 0.00930980 0.00675930 0.00675930 0.00675930 0.00620930 0.00958830 -0.00154420 0.01824300 -0.19212000 -0.17765000 -0.21926000 -0.21926000 -0.00202070 0.00297150 -0.23289000 -0.23289000 -0.21528000 -0.11139000 -0.11139000 -0.21576000 0.01684300 0.01684300 -0.00069303 -0.00069303 -0.04594400 0.20137000 0.01546900 -0.01505400 0.00930980 -0.216 -0.216 0.000 0.000 0.201 0.201 0.000 0.000 0.000 0.202 0.202 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.395 0.395 -0.221 -0.197 0.000 0.000 -0.187 0.039 0.000 0.000 0.000 0.000 -0.215 -0.215 0.408 0.408 -0.215 -0.215 -0.111 -0.111 0.000 0.000 -0.216 -0.216 0.000 0.000 0.201 0.201 0.000 0.000 0.000 0.202 0.202 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.395 0.395 -0.221 -0.197 0.000 0.000 -0.187 0.039 0.000 0.000 0.000 0.000 -0.215 -0.215 0.408 0.408 -0.215 -0.215 -0.111 -0.111 0.000 0.000 8.166491 11.487932 9.226066 11.883861 9.190617 3.042066 2.655031 9.829584 11.079393 3.861489 9.325290 2.861499 9.059201 13.281523 7.661962 8.466355 6.114473 7.188222 8.953193 7.824967 9.976970 10.707819 4.380868 8.701117 9.177397 9.995577 9.937596 7.796953 11.791836 7.749019 12.370062 4.655043 7.470303 7.960227 7.867492 10.551258 10.71032465 10.09159353 8.62348758 1.95460579 11.00036211 8.47423890 6.81878922 10.23653244 4.50918910 9.74576540 9.80635145 6.70949054 7.28103238 9.83341970 7.78749254 12.59733111 11.02270896 9.69859529 13.49236686 12.35721488 6.79380617 9.05920113 9.99352138 8.59484746 9.65157000 9.86524518 5.25838324 6.60565433 13.38734008 9.54612488 8.61102738 7.32092507 3.65504265 10.36558374 7.97974185 13.19240994 10.12264774 12.03858032 8.95178185 6.79380617 7.72477099 11.55381795 11.54589102 15.21106918 11.07192091 10.89711697 13.31586091 10.63188168 2.41402726 10.98733700 8.38296245 10.79104735 8.82342488 8.05526454 7.86449570 10.08967041 12.34866315 10.43387750 10.66841851 4.86149391 6.63408208 6.38923122 14.65848306 10.33560462 12.35347972 6.97697074 -0.04543143 -1.04543143 10.22956293 12.44219130 11.03384721 6.84942011 10.06899547 11.5019790 12.2297085 10.4063288 10.6038587 7.0044508 10.3735092 10.3431579 5.9203862 10.0728947 12.6831810 7.2988984 6.0735439 12.6547051 8.6393512 11.4643775 9.9602270 2.7619660 12.7926245 7.6404727 6.6619619 8.2336556 10.0754882 8.4099297 10.1725601 7.6305598 8.9357131 6.2213899 12.8251598 10.1616168 9.1431914 11.0509882 10.4211888 9.4454534 10.4419401 2.7619660 10.3840092 5.1043492 13.0683609 8.1144737 9.3933943 9.1220206 9.4565690 12.4433213 7.4424426 8.6671293 4.5693149 10.7252664 11.0287439 10.6489603 12.8231357 10.5192283 9.4201689 10.3538803 11.4089018 10.2307675 6.4140340 9.9942070 10.0845294 0.5395311 1.7619660 8.0838856 11.1338896 11.8099051 8.7244402 3.4781694 8.3512074 8.1858234 10.2208033 TCGA-BP-4961 47 0 NA 1935 kidney stage i t1a nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.4008658 10.3505239 11.3188016 2.9414444 10.6669241 9.5919750 9.8564618 10.7232642 7.9365973 6.3386526 10.5753577 8.9178980 8.1354892 6.9920625 -1.8661735 10.0190148 8.8628521 1.3039853 5.8345216 8.8601204 3.2633650 10.0893678 10.6642436 6.9187166 11.1985814 11.2284888 11.0486532 10.9538611 15.4646480 8.8188298 11.3555173 4.9284982 9.5085774 7.4078770 7.8534699 1.5934972 9.0174883 9.2594947 8.6138613 9.3398745 8.8362540 8.0334379 9.0357023 7.6809755 13.0092546 10.4107872 NA 11.9651905 10.4099757 8.3288383 NA 5.7779378 11.1567958 8.0439744 10.0890044 7.4102054 6.9382117 11.0182517 9.1305546 11.6165602 4.8889672 9.1695675 NA NA 10.3529471 7.4739314 8.5863223 9.8362538 10.3331400 8.5402862 8.4828092 9.3276065 11.4855477 9.7810898 9.7344588 12.0849104 2.2215369 11.6061310 11.2501002 9.9158507 7.7152818 10.3858595 -1.8661735 2.5935211 5.6098140 -1.8661735 8.5123762 13.4796597 9.4778222 10.7907295 8.2582023 8.9912846 3.7779352 6.5603466 10.3595899 11.3708428 10.1117189 11.2085488 9.4672365 7.9873908 10.6495346 4.7922932 1.1340895 0.4559650 -0.8659105 10.1712849 14.0477420 9.7643483 9.8135612 10.3828983 7.7779371 10.5115629 7.8258244 10.2902749 8.5370933 9.2208808 5.3724855 10.4759335 9.6364158 9.7096205 11.4414243 12.3164755 10.7591051 9.0105980 8.9360239 4.2670713 11.2691491 9.1846101 10.6244307 9.6991261 10.8420873 NA 8.5996477 11.7878220 10.9308164 8.0604960 11.6369130 9.2373689 11.6539631 7.6259345 10.4526240 11.0971579 9.4817026 8.4280125 5.4287019 7.1730005 10.5970946 -0.8659105 10.0319267 9.1368963 7.8789147 12.8839506 9.1156484 8.2556145 11.0900943 9.3932360 9.9622177 10.5570946 8.8747054 10.5909489 8.7607030 2.5263944 11.4783771 7.0288984 3.6259367 6.1619864 4.9022666 10.8216755 7.9382123 10.5785526 6.1355451 4.6732398 NA -1.8661735 10.9321479 10.5973501 11.2697905 10.8433804 8.5749503 9.1180295 5.4454221 11.8993673 10.6186524 11.7602465 9.1585284 9.9598351 11.6118395 -1.8661735 7.5349604 0.1340895 0.1340895 10.0551783 9.6349230 8.9677620 8.3653023 9.4441258 12.7434908 15.4049605 3.1340730 11.7288723 10.9980738 10.1991607 NA 6.0097391 0.9414068 NA 8.0662959 14.9192526 8.9677620 9.1723142 12.3552907 NA 8.9284971 8.8877160 9.3046322 9.6478088 8.3641018 11.4655580 10.0955309 11.0351366 9.8763906 9.9240224 11.3876333 8.8029661 5.5206328 8.0742774 9.5960721 -1.1087e-03 0.0000e+00 7.7783e-03 2.0440e-01 -8.1624e-03 6.9435e-03 -1.3127e-02 -1.5243e-03 -3.8779e-03 -1.9806e-03 3.8489e-02 2.4356e-02 2.6514e-02 8.7699e-05 -1.1087e-03 -5.1511e-03 0.0000e+00 -1.7231e-01 -1.7231e-01 -1.7231e-01 -1.7231e-01 3.1910e-03 2.0440e-01 5.1359e-03 5.1359e-03 6.9435e-03 3.0522e-03 3.0522e-03 -1.3127e-02 -1.8014e-03 -1.8014e-03 -2.7724e-04 -2.7724e-04 4.7190e-03 2.6357e-03 1.7124e-02 -3.8779e-03 1.1539e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.172 0.000 0.000 0.000 0.204 0.204 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.172 0.000 0.000 0.000 0.204 0.204 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.064818 12.436649 9.220881 12.051267 10.338347 NA 2.382003 9.544003 11.058708 0.719052 8.941436 6.210897 9.396176 12.167332 7.108496 7.313990 6.795859 8.704886 7.213566 8.831049 11.444126 9.653226 2.221537 8.683866 10.054330 10.865188 8.268507 4.134081 11.843704 8.247824 11.980827 2.221537 6.338653 6.661559 8.586322 11.184950 11.516975 10.675420 7.456009 NA 11.587995 8.812681 6.813562 11.210730 4.673240 10.120990 9.837120 5.841440 6.960630 10.511292 8.210897 13.425971 9.730271 10.641628 13.531254 12.958372 8.518865 9.686270 10.034571 5.827568 9.848756 9.002904 4.509119 5.992061 13.230755 9.664975 8.072190 4.902267 4.064823 10.245543 10.284146 13.344448 9.802523 12.084910 9.807390 8.307758 6.481835 8.777937 10.921780 15.642131 11.208549 11.880071 13.711805 11.256424 2.304014 10.450646 11.093721 10.660091 9.616889 9.709620 7.767076 9.942241 13.248027 10.004060 11.620411 4.491635 5.156449 6.572873 14.140715 10.662291 12.577219 6.134081 -1.866173 NA 11.194102 12.742163 11.646567 7.237369 11.410496 11.5892799 13.4539650 10.9719062 10.5322905 6.0167236 11.4152868 10.7328316 6.6098140 10.7112739 14.0086784 5.2530211 7.7922925 13.6513064 8.6016869 12.0190148 10.9378087 2.6576400 13.7563332 5.6499373 5.7922932 8.3034173 10.6549454 9.7851328 10.2539949 8.4681756 8.9545953 5.4469642 12.1823126 10.1890246 10.4023308 10.4458295 10.4517764 10.3955885 12.0502406 2.4560176 9.8474677 6.7001359 12.9367026 9.5258618 8.9236148 10.3828983 9.5245296 12.9655369 4.4916351 9.1508894 5.8205823 11.7878220 10.5489566 11.2515619 12.8839506 10.7051228 10.0224440 10.5909489 11.1414589 11.1331633 5.0765976 9.4627560 9.7666220 -0.8659105 1.5934972 1.9414444 10.4409973 10.5978201 10.0670340 4.3628977 8.9284971 7.6771128 10.2967872 TCGA-BP-4962 58 0 NA 1785 kidney stage ii t2 nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.2370550 9.0945438 2.4809113 9.1257384 9.4751765 8.7587532 9.6218713 8.7003776 8.7834151 7.7612381 6.3602045 14.3178071 10.7155148 NA 11.2034111 10.6281378 8.3552771 NA 4.5561228 12.0130813 7.7512716 9.2801504 8.5036564 10.2613998 10.3131303 8.2027258 13.0084136 NA 8.2600826 -0.4212062 -1.4212062 9.8338727 7.6286927 8.7285913 10.2437357 10.3395640 8.1505967 10.9498038 9.1694310 11.7018920 9.5604114 9.8917271 12.8306962 7.1218754 10.1528225 10.2263025 10.4793335 8.7374539 9.7074829 NA 3.5788421 4.3602027 -0.4212062 7.9582227 13.5472858 7.2999434 12.8675660 10.3548658 9.9153506 4.9882348 5.8172497 9.7285911 10.5550502 10.9131173 11.0305987 7.7785161 9.8973869 10.3663385 6.4736619 1.1638207 3.0382781 -0.4212062 9.8076628 13.9054842 10.4591929 9.8261782 9.3602038 7.3370670 9.0165960 7.6205028 8.4532723 11.1605154 8.4947236 9.4061867 9.4256664 9.9993306 8.6529855 11.1768966 12.7674329 12.1631019 9.8619324 9.5928646 3.8399999 12.7644938 8.9614679 10.1146054 10.1155769 11.9660536 0.1637563 7.8939937 11.2154687 9.6416390 9.8529425 11.3789350 7.6259681 10.5514649 5.6977849 9.6643164 11.1759655 10.6095112 8.0549624 5.5788451 7.0505191 10.1553284 -0.4212062 11.1194564 8.3552771 6.4614876 12.8071366 11.6749003 9.2930895 10.6964871 10.5735510 9.1534375 11.1032388 9.3853937 9.4360475 8.7649581 0.9007992 10.7791297 7.1524917 5.5900720 9.3354004 3.5788421 11.2771146 4.4614893 9.5292468 5.7522723 5.0382737 NA 0.1637563 10.4679677 10.6167341 10.8976693 10.2627160 10.1815429 8.3956515 6.2240692 9.6136431 11.3042103 10.8240996 8.8677102 9.6218713 10.6729217 2.0382606 8.1486998 NA NA 10.3374836 9.9982776 9.7336621 8.0321146 9.6462784 13.2897581 13.5793283 0.5788904 11.7479861 12.8182934 9.9898253 NA 4.4383195 0.5788904 NA 6.8596143 13.9041144 9.3093142 7.3169359 12.1829339 NA 7.2008957 9.1628200 10.8587447 9.1486998 7.0134723 11.7347691 9.1999802 11.4043991 9.0994627 9.0816760 9.8130627 8.5675287 3.5330400 6.1798713 11.2941626 0.0062481 0.0052749 0.0127950 0.2251500 0.1816200 0.1076000 -0.0078863 -0.0150330 -0.0258930 -0.0402690 -0.0402690 -0.0383060 -0.0358570 0.0062481 0.0062481 0.0062481 0.0052749 -0.4405900 -0.4458900 -0.4458900 -0.4458900 0.0062481 0.2251500 -0.3991900 -0.4741100 -0.0382680 -0.1310900 -0.1310900 -0.0111990 0.0015842 0.0015842 -0.0559030 -0.0559030 -0.4521100 0.0011882 -0.1583500 -0.0258930 -0.0402690 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 0.000 0.000 0.000 -0.158 -0.158 0.000 0.000 0.000 0.000 -0.292 -0.059 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.225 0.225 -0.399 -0.399 0.182 0.182 0.000 0.108 -0.131 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.452 0.000 0.000 0.000 0.000 0.000 -0.158 -0.158 0.000 0.000 0.000 0.000 -0.292 -0.059 0.000 0.000 0.000 0.000 -0.446 0.000 0.000 0.000 0.225 0.225 -0.399 -0.399 0.182 0.182 0.000 0.108 -0.131 -0.131 0.000 0.000 6.5788436 11.0903497 9.1666216 12.9362586 8.6808198 NA 0.9007992 9.4827259 10.9104244 -0.4212062 9.6702795 6.5956528 8.4887371 14.3096326 7.7029657 8.4553609 6.2370550 6.8220175 8.3651138 7.6395397 10.1175180 9.9058352 7.1410863 9.7113438 10.4538023 10.4133151 7.6368356 5.7487698 11.2199926 9.7772890 12.7595986 3.6232348 5.9451652 7.5532583 3.6663021 10.9660536 9.2862031 10.2973769 8.6990820 NA 9.5058812 7.6503065 7.5417402 9.4360475 4.9363977 10.5228240 9.5511059 6.6177628 6.8917266 9.9024618 7.3337314 13.1957948 11.6985958 9.8379989 12.6176773 12.8459943 6.9407881 9.3982249 10.4973346 9.6293730 9.4872367 9.5963484 5.8917278 7.0259269 12.8358635 6.5844680 10.4732829 5.6556609 1.7487618 10.9418837 9.9657843 12.9367396 8.0525496 12.8306962 8.4321535 7.6742410 6.1515828 10.0984804 10.2836123 16.3516869 11.0305987 11.7919483 13.2184109 10.2036394 0.1637563 11.0282507 10.2644689 11.0178957 8.9363959 8.6529855 7.0051091 9.7828038 12.9649086 11.1595737 11.3918215 5.8172497 6.3067653 3.1638046 14.2084090 11.9072385 11.7055485 10.1543833 NA -1.4212062 9.7779029 12.8971750 10.5035341 6.3403949 10.4656837 11.5202585 12.3149288 9.8803402 10.4732829 7.5872727 10.8205293 11.9110205 5.4736603 9.9369457 13.9764445 7.3536312 8.4085667 12.2694925 8.7525211 11.6320912 9.5731975 1.5788421 13.0202969 8.2873592 6.3135542 7.5994071 9.6496359 9.3025050 9.6689564 7.6449335 8.4025777 8.1276658 12.0136026 9.1072982 9.4461228 11.2161482 10.6873685 10.1247739 9.8671334 3.4857359 10.4725247 8.0945438 12.1135068 8.9700878 6.7686687 9.3602038 9.8421720 12.4143024 6.2082012 8.3942273 6.2227002 11.2154687 10.4167636 11.3982248 12.8071366 11.3700069 9.2810166 9.4360475 11.8429934 10.5019635 6.9924716 9.8648241 9.1963115 1.7487618 0.1637563 0.5788904 9.9013356 11.6333958 8.1295906 3.1024062 7.2008957 7.8267715 10.0212693 TCGA-BP-4963 63 0 NA 1834 kidney stage i t1b nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.9605638 9.0560467 NA 11.9313689 7.3873987 13.2626664 -1.4556135 0.8400402 6.7537476 10.0144444 8.1273769 11.3718352 8.1534730 11.9445064 8.3207270 11.2749764 8.3516491 1.1292830 10.3297465 9.0668755 6.9120582 12.7568064 NA 5.3644744 -1.4556135 -1.4556135 10.1174678 9.9965352 7.2790032 4.1590075 9.3976036 9.3866443 10.5276439 11.3435757 10.4459152 9.1690894 6.6940416 8.4208108 10.2408270 5.9621464 11.4190833 5.4391111 10.1502365 10.6524918 3.6317562 11.9312343 10.3604778 10.3419555 10.3133054 7.9258369 3.6317562 10.7742154 9.2758761 8.2360376 4.2991787 1.3516283 10.0785969 8.9757915 4.0988827 7.5471089 9.4787811 2.3516566 10.5039338 9.1084434 5.5777158 12.4102747 11.2202510 10.9908604 9.9836054 15.9180343 8.1386184 9.0863587 4.8841436 9.8028601 7.2096298 6.8526331 2.2568899 10.3037661 10.2773094 8.4646470 9.7135927 8.6184354 8.2688077 9.5201421 7.0441394 13.7808689 11.0725039 1.5442875 11.5532478 11.0286940 7.8774492 NA 6.3834987 11.2045128 8.1254946 10.0235691 8.9149815 7.5555209 10.9734392 9.0560467 12.6652657 3.8296974 8.9073336 -0.4556135 NA 10.0139359 4.9872390 8.3091657 9.7838925 10.8594436 8.4022749 9.4185071 7.9430375 12.2452376 9.2950011 9.7254464 12.7249802 0.1292171 11.9849232 11.4368369 9.7378194 9.6800032 10.3240134 -0.4556135 4.1292583 5.4984902 NA 8.2429988 13.4876330 7.6889524 11.3484250 8.6449565 9.3516489 4.2167187 6.5272878 10.7803082 11.0187605 10.2768855 11.2720656 9.9794433 9.1141497 10.6531451 4.5886907 4.0678538 2.0037102 -1.4556135 10.7396662 13.6170547 9.8588773 9.8279613 9.5590120 7.5832129 10.4963071 7.8617067 9.2908084 10.5287124 9.1226668 4.7142180 9.9099439 10.2268498 9.0950409 11.5028468 11.9141640 11.2705122 9.9117088 8.6431419 2.6907970 11.5310249 8.5941424 10.5290685 10.1594638 8.8412102 NA 8.3190809 10.9231308 10.6440791 10.0079564 11.3827101 8.9106163 10.9768360 7.8134208 10.2029518 11.2660341 10.0795694 8.6507524 5.5555217 7.2377807 10.3736204 -0.4556135 10.7673907 8.3468102 7.6317569 12.2444086 10.1576231 8.2722145 10.3012673 9.8835874 9.3387099 10.6307322 8.6344063 10.0698148 9.1046268 1.5442875 11.4349383 6.2377817 2.7142235 6.8662218 4.3227646 10.7325738 5.7439673 10.8233270 6.8184160 5.8571773 NA 0.1292171 10.8212908 10.3362709 11.3594771 11.5910770 8.2756129 9.7341185 6.1360027 11.5683948 10.5941426 11.2266303 9.0129181 9.8718467 10.4776158 0.5442875 8.7874681 1.8662354 0.1292171 9.8537704 10.2494944 8.7304083 8.7464179 8.9258369 12.7294792 12.9083603 1.3516283 10.2020590 11.0827255 9.9078812 -1.4556135 4.4022719 -0.4556135 NA 8.0341420 13.9430043 10.2945823 8.8863688 11.6134081 -0.4556135 9.0401491 9.4082480 9.0461311 9.2991815 8.0461314 11.1516243 10.1649720 10.9563346 9.6735771 9.8577439 10.9198766 8.9473061 4.9715665 7.9693629 10.2180448 0.46161000 -0.00221680 0.04075100 0.45803000 0.43395000 -0.00406660 -0.01780300 -0.00954260 -0.02985700 0.01600600 -0.00163270 0.00541390 0.01042400 0.00555290 0.00555290 0.46161000 -0.00221680 -0.48290000 -0.46770000 -0.49704000 -0.50287000 0.00000000 -0.00526100 -0.51321000 -0.51635000 0.01237600 -0.47955000 -0.47955000 -0.03122300 -0.00124730 -0.00124730 0.00013863 0.00013863 0.02511000 -0.00429290 0.03087300 -0.02985700 0.01600600 0.000 0.000 0.000 0.000 0.417 0.417 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.468 -0.468 0.000 0.000 0.000 0.000 0.000 -0.509 0.434 0.434 0.000 0.000 -0.472 -0.472 0.000 0.000 0.000 0.000 0.000 0.000 0.417 0.417 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.468 -0.468 0.000 0.000 0.000 0.000 0.000 -0.509 0.434 0.434 0.000 0.000 -0.472 -0.472 0.000 0.000 3.970559 12.053698 8.833160 13.562103 10.215393 NA 3.498493 9.654125 10.648893 3.067862 8.136751 3.188148 9.334642 13.596692 8.315784 8.690226 6.753748 7.272215 8.814590 8.258540 11.015461 10.254670 6.285761 8.354866 10.383892 10.055058 7.289128 4.426936 12.100321 8.114149 11.888006 2.451172 6.492661 6.763462 10.898819 11.224434 10.7555740 10.2709379 7.8343130 0.1292171 10.5222894 8.8796843 5.9705592 10.8066825 5.6211083 10.0979234 9.8005028 6.5386468 6.2096308 10.1881502 7.1254951 13.2467373 10.3293378 10.1474567 13.3911066 12.5430246 8.3580753 9.4421394 9.7993226 8.8852568 9.5143998 9.3281108 5.7242028 5.4269356 12.7161745 9.0210402 8.9018462 4.6940388 3.4511847 10.6745428 9.9312342 12.7749900 10.8294072 12.7249802 9.6889522 8.2619703 7.5922634 8.5042958 10.3708426 14.8597267 11.2720656 11.7257569 13.2314510 11.0761628 0.8662354 11.5905654 9.0902239 11.5716817 9.1989300 9.0950409 7.8841443 9.7640676 12.9325805 11.2608992 11.4891891 6.0200265 6.6889524 6.1516234 13.7139920 10.9718688 12.7370492 8.2307948 NA 0.1292171 10.8383404 12.5632766 11.3588424 7.0795690 10.8701616 11.7079437 13.2590762 11.2749764 10.3297465 7.6838452 11.0014183 11.3911556 6.5386468 10.6207756 13.2532459 5.9621464 6.8841436 12.7953007 8.5694337 11.6907036 10.8311406 2.1292500 12.4169689 7.2939958 6.7826982 8.7082079 10.3608777 9.3476180 10.5701257 8.7767150 9.0139359 7.7117124 11.9826961 10.5233619 10.0230636 10.5770285 10.2486299 9.6876773 11.0446380 1.7142235 10.2606848 10.3240134 12.9187121 9.2149502 9.3944809 9.5590120 9.5202280 12.5397962 4.5886907 8.3141318 5.9621464 10.9231308 10.5992374 11.5388243 12.2444086 11.2825975 10.0062850 10.0698148 10.5995765 10.8489562 7.2857610 9.8354648 9.5907360 0.8662354 1.1292830 -0.4556135 10.5593606 12.0515820 9.8233242 3.2991860 9.0401491 7.8157573 10.3252438 TCGA-BP-4964 54 0 NA 1862 kidney stage i t1a n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 5 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.42970801 5.77666200 12.77952647 NA 6.55569194 NA NA 9.93228814 9.87861393 7.21498542 3.66117952 8.42290616 9.53565350 10.04333726 10.90935520 10.59827512 9.42631110 5.84338846 4.69771267 9.99279038 6.95698244 11.12082611 3.93036834 10.59283102 11.04045159 2.89934967 10.14685884 9.91542559 10.17789450 10.50570905 7.99416785 7.55569117 10.70160476 8.55941763 7.78092356 4.71562984 -0.03919177 9.23609314 8.64022469 -0.03919177 6.10370324 9.08141446 3.18313711 10.44791471 11.46291340 6.35877602 11.64442500 12.58218602 10.78225284 9.96590128 16.35096955 8.33433497 10.31131556 4.75082086 9.18635372 7.65190629 6.58035355 2.26429621 8.86462632 10.08278747 8.84236857 9.40575948 8.23841955 8.00331608 9.63728945 6.43647836 13.35766151 10.47282657 -1.62415428 11.49472316 11.69419215 7.75299272 NA 8.64373933 12.10678286 7.80414199 9.80832407 8.34156641 8.32560903 11.32761321 9.77666151 11.74384379 3.73333265 9.28116920 -0.62415428 NA 10.25498241 6.01963743 8.38980254 9.13400526 11.20391861 8.20708950 8.50763887 8.78729304 12.19859391 9.19596098 9.95745353 12.28932605 1.18313711 10.89216422 10.70164972 10.27135739 8.42426918 9.67097715 -0.03919177 3.50506521 4.54570896 -1.62415428 8.58645327 14.08400383 7.10029544 11.69064852 8.79784696 9.32049416 3.89934000 6.86763582 11.65088812 11.24190190 10.21064809 11.63170619 9.10710118 8.40368825 10.87587703 3.66117952 6.27059995 0.69768487 NA 9.59857699 13.97424176 10.09901636 10.07188023 9.58096438 7.80623447 9.96590128 7.93611494 9.61551782 10.99897771 9.56745817 5.50506521 10.47958789 10.35484992 9.40713879 11.42273554 12.55320163 10.98472989 9.07188036 9.10878056 4.84208378 11.52980904 9.07708861 11.04333719 9.60279628 10.68070376 0.37573454 8.33578425 11.46291340 11.71902335 8.34361346 11.44203951 8.92171183 10.70585862 9.35520726 10.11176114 11.88469102 9.54382740 7.94377602 5.79363582 7.31242013 10.65277884 -0.62415428 10.95580507 8.87562803 7.43377403 13.30647324 9.75894638 9.03845045 10.74837510 10.28267274 9.86763520 10.44116453 8.86663294 9.91105742 8.37154928 0.96073410 11.28060486 7.56807468 0.37573454 6.68412162 3.69770711 10.90521264 7.51533321 10.85007367 6.67301927 5.09002771 NA -1.62415428 10.76487565 10.46589449 11.18374070 11.18715681 8.72340361 9.10193209 5.41656617 11.80806301 10.36411178 11.83726154 9.39259048 10.14809673 11.40299700 -0.62415428 8.00149095 1.54572131 0.69768487 9.72007800 9.49602007 9.24691727 8.82699330 8.90130287 13.42643854 14.23172121 3.23376538 10.98149308 12.90429726 10.14520680 NA 3.28267702 NA NA 7.59495082 14.83130198 8.99416757 8.93515916 11.85732930 -1.62415428 8.31389158 9.20183795 9.32195740 9.66867884 7.38421044 10.97639192 9.98264997 11.19855210 9.84475738 7.62844773 11.12460387 8.32560903 4.84762116 7.88270479 9.88308129 0.00041593 -0.00180140 1.75780000 0.11102000 -0.01931400 0.00180300 -0.00701170 -0.00041585 -0.00705760 -0.02589300 -0.02589300 -0.02589300 -0.01789000 -0.01380900 0.00041593 -0.00771860 -0.00180140 -0.79102000 -0.76587000 0.01167900 0.01167900 -0.00443120 0.12189000 0.00000000 0.00000000 0.00180300 -0.20935000 -0.18345000 -0.00456950 0.00235810 0.00235810 -0.29442000 -0.29442000 0.01572700 0.01852300 0.01474900 -0.00705760 -0.02589300 0.000 0.000 0.000 0.000 0.173 0.173 -0.294 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.766 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 -0.183 -0.183 0.000 0.000 0.000 0.000 0.000 0.000 0.173 0.173 -0.294 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.766 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 -0.183 -0.183 0.000 0.000 5.195962 11.719245 9.279664 13.189914 10.040229 NA 2.375790 9.572999 11.115141 2.375790 8.894435 7.327067 9.510208 12.690082 7.737726 7.550708 6.789410 7.186354 7.996002 8.710055 10.464570 9.568691 5.968238 8.115563 10.387177 10.937309 7.761644 8.014218 12.211832 8.666953 11.986790 1.835196 6.724510 7.367304 10.515973 11.088524 10.17546846 10.68639486 7.43377403 -0.62415428 11.17080707 8.76164464 6.13733342 10.44891953 5.81040968 10.09345850 9.60098963 6.53565331 7.44187103 10.47414326 7.76164431 13.30397659 10.46655616 10.35234617 12.81658641 13.39154559 7.31536153 8.67956279 9.39050003 7.68639477 8.99416757 8.94373822 5.69770989 5.30652109 13.32852334 9.12983448 9.95698273 6.91494117 4.46324316 10.46523263 9.01150011 13.04776538 10.13608626 12.28932605 9.67269830 7.73333400 7.96365329 10.30356010 11.03466301 16.25119550 11.63170619 11.90093585 13.97868391 10.58767036 0.37573454 10.80858496 10.23764450 10.71591035 9.08227813 9.40713879 8.09517071 9.87861393 12.95680611 10.39502530 11.59706410 2.76809961 5.27059995 6.99049203 14.45598922 11.12774450 12.58729021 9.54508089 -0.03919177 -1.62415428 11.19496327 12.64007808 11.37436018 7.61179649 10.80649597 11.4410299 12.9879019 11.3287053 10.0530612 7.8207968 11.2337631 11.3368700 6.9831122 10.1530374 14.9592791 6.9569824 7.3357843 12.6935339 8.6425687 11.8275084 10.5146938 3.0196308 14.0034015 7.0546987 6.4310646 8.9381008 10.0137654 9.0042278 10.8158726 8.5864533 9.2590210 5.5153340 12.3740199 10.7385479 10.2853003 10.3512719 10.3884067 10.7502782 12.1337971 3.2337654 10.0046833 6.5803536 12.7495323 8.9484823 8.6611842 9.5809644 8.9144560 12.4459869 5.1306715 8.9255669 4.8515142 11.4629134 10.5876704 10.8436424 13.3064732 11.4556002 9.6033981 9.9110574 10.6082031 11.0724671 5.7594861 9.6367016 9.4966679 0.6976849 5.3107691 0.9607341 11.1435527 12.0319254 9.4459030 4.1306673 8.3138916 7.8954184 10.4678785 TCGA-BP-4965 46 0 NA 1871 kidney stage i t1a nx m0 19-3-2015 male 2005 1871 NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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11.0445126 8.6981667 12.1389953 10.2459318 10.6902472 8.2034757 2.7576847 10.0160391 8.1582613 7.3133230 11.3671733 NA 5.2484248 -2.1003603 NA 9.8819756 9.8643970 7.2877124 2.6001270 8.5756523 9.3259597 9.1729080 11.1307662 10.8482448 9.2210595 6.1380997 8.5668068 10.3616860 6.8855365 10.8455047 4.0696162 10.4659870 10.9735019 3.7823352 11.1044190 9.6293158 10.0218760 10.1830728 8.3101465 1.6001270 10.0881758 9.5848951 7.9805126 4.9220646 -0.1003603 9.7926174 8.6369425 2.6001270 5.8712375 9.0073634 1.6001270 9.8466014 11.6934000 6.2261251 13.4883857 11.8746474 11.0103415 10.6828980 14.9500539 9.0589358 10.6703590 4.6139382 8.5879455 7.8611446 6.8741096 1.4701464 8.4912174 9.3632195 9.0519800 9.3306702 8.8834012 7.8726749 9.6516575 7.2898640 13.1738548 10.6736584 NA 11.8715978 10.4159910 7.7808088 NA 4.9109245 11.9698160 7.7341663 10.2451003 8.3122649 7.6826934 10.7254489 9.2844787 11.6292956 3.8304277 9.4972822 NA NA 10.3340627 7.4232571 8.4893462 9.5431003 10.5139448 8.4552430 8.7166789 9.1937414 11.8629181 9.5636979 9.4237471 12.6735040 0.8997170 11.3063519 11.2220458 9.8762592 8.5217469 10.0318735 NA 0.2215678 2.0696334 NA 7.6562511 13.2486307 10.3120003 12.6401083 8.6190839 9.0671132 4.2747313 6.3509056 10.8880248 11.4464690 9.6769504 11.6181809 8.5489513 8.2023340 10.4923857 6.0443526 5.2306104 2.2216297 0.4847053 9.4330247 13.7635426 9.9921219 10.6231428 10.0598817 8.0276893 10.0811580 7.7853917 9.4754141 13.7662979 9.2434361 7.7654287 10.1982647 9.7090612 9.7190759 11.4819547 11.9620786 11.0223614 9.5322359 9.0186361 3.6985185 11.1286641 9.3509063 11.2627348 8.9964102 9.9498839 NA 8.7110698 11.4468306 8.7779835 8.0991958 11.6230361 8.6653956 11.6369424 8.8487922 10.1249026 11.8069613 9.5579065 8.2869911 4.8996929 6.8422095 10.7323873 -2.1003603 10.4516436 8.9536209 7.7436159 12.3000409 9.3647512 8.9798464 10.9801796 9.6005682 9.4794824 10.3201817 8.6595832 10.4970494 8.6190839 1.9871753 11.2296315 7.8363332 3.3246234 8.2671097 5.0692210 11.2043316 7.6001352 10.4421538 5.6113288 5.0082179 NA NA 10.8489747 10.4521240 11.5123333 10.2744630 9.3870327 9.6452769 6.1649813 12.5910024 9.9917915 11.8079001 9.1897139 10.1740733 11.5211747 1.8996784 7.7054389 0.4847053 -0.5153978 9.9279465 8.8178129 9.1327156 8.3069630 9.0392464 13.7388743 15.1235177 0.4847053 12.2085318 13.7290710 10.3167565 -1.1003603 4.7925743 0.8997170 -0.5153978 8.1793055 14.8212223 8.0095258 9.4310765 12.2550462 NA 8.4704994 8.9842045 9.3774533 10.2522903 7.8378045 11.4588332 9.6424256 11.3457445 9.9900259 8.8776906 10.8557082 8.0932205 5.3950697 7.9263156 9.3920490 0.00861350 -0.00224940 0.00694350 0.53889000 -0.02630400 0.00402430 0.00000000 0.03693500 0.02876300 -0.02566300 -0.02566300 -0.02566300 -0.02566300 -0.44113000 0.00083195 0.00682360 -0.00224940 -0.55987000 -0.55987000 -0.55987000 0.03580600 -0.00484610 -0.01271300 0.00305220 0.00305220 0.02665400 0.01656500 0.01656500 0.00000000 0.00708260 0.00708260 -0.00429290 -0.00429290 -0.56863000 0.01880300 0.01586600 0.02876300 -0.02566300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.560 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.560 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 -0.451 0.000 0.000 0.000 0.000 0.000 8.8013162 11.8034828 9.5641424 11.9951745 10.0494422 -2.1003603 1.0696334 9.3734009 10.7234604 0.2215678 9.0702460 7.5471537 9.1775636 11.3045705 6.9109221 7.5650312 5.8185592 8.5826896 7.1452474 8.7094633 10.2984388 9.2796150 4.0895236 8.5408437 10.2500819 10.9911305 7.4958846 13.7493690 12.0583048 9.3754285 11.9489336 3.7576740 7.3955504 6.9845039 8.1746556 11.4620568 10.408975 10.703624 7.248423 NA 10.033801 9.048807 8.043078 11.041643 5.446590 10.268747 9.443693 6.049441 7.559691 10.699786 7.749882 13.577883 9.936212 10.776404 12.965616 12.986163 8.222750 9.609640 9.897227 7.094451 9.507488 8.924142 4.600133 4.572120 13.116744 9.120074 9.443693 4.543552 4.853891 10.488878 10.156788 12.909130 9.287174 12.673504 9.503322 8.303772 5.737135 10.285018 11.185097 15.815131 11.618181 11.991296 13.581976 11.356563 0.707083 10.241770 11.899519 10.518310 9.788058 9.719076 7.729417 9.863675 13.465600 10.424971 11.975003 5.865478 4.933119 7.013438 13.428171 11.336797 12.554443 7.794513 NA -2.100360 10.280156 12.847332 11.517952 7.589693 11.241492 11.058305 13.435487 10.690247 10.016039 6.248423 11.672731 10.780426 6.547154 10.748514 14.712203 6.885537 7.840743 13.294411 9.169990 11.911184 10.262187 2.806592 14.081895 7.565475 6.423257 9.050750 10.512103 9.768903 9.696951 7.682693 8.935869 6.732585 12.217744 9.952263 10.638421 9.929673 10.058305 9.874468 11.501350 2.899698 10.145248 3.221630 12.719806 9.708659 8.064602 10.059882 9.082927 12.974129 3.732584 9.078982 4.794515 11.446831 10.523577 11.610717 12.300041 11.018798 9.523119 10.497049 10.683307 11.284187 5.788438 9.470025 9.041164 1.221630 5.292012 -2.100360 10.443935 9.653539 9.635251 3.484654 8.470499 8.328055 10.256147 TCGA-BP-4967 76 0 NA 205 kidney stage iii t3a n0 m0 19-3-2015 male 2005 205 NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 1 NA 2 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.27555839 10.64536887 9.20786675 9.77273998 10.63661991 9.37849147 5.21415201 10.25930709 8.94281181 8.25740623 3.41305243 0.69055119 9.62722890 8.68833494 4.29939853 5.86850899 9.14129918 2.69059588 9.86401818 8.99619665 4.34594275 15.41794444 12.71593819 10.47653378 9.18564656 15.66669857 8.46537784 11.92061137 5.50821312 8.94514707 8.10506464 6.52853381 2.48220293 9.63837401 9.96198861 8.82296208 9.99710833 9.78598792 9.08032989 9.67301415 7.18244402 14.28768909 12.19312444 NA 11.36018472 10.71166809 8.31994754 NA 8.75990649 11.52126461 7.98337273 9.83779584 8.42258875 7.98704852 11.54639382 9.77964418 11.78016986 3.41305243 9.50244717 -1.63128752 NA 9.96438650 5.99801944 8.30530071 9.70851283 9.89467303 8.73498493 9.74098387 9.19997018 11.81852210 10.25588343 10.60617162 13.65135314 1.53858783 11.00647188 11.83830466 10.11055117 10.20155288 10.09870839 -0.04632502 1.53858783 3.27555839 -1.63128752 7.89026306 13.55528009 8.85247864 10.82193347 9.56033895 9.66672535 3.41305243 7.16307903 10.30787474 11.28024207 10.02687432 11.11394430 9.19203015 8.12020677 10.81419511 2.45612274 4.27555094 3.32286554 0.36871248 10.69593476 13.19942562 10.30530083 11.50757455 10.12730246 8.53231267 10.24326004 7.77805347 8.89545562 9.99117233 8.32576507 5.29939853 10.39041318 10.21963103 9.01791913 11.43844824 13.04235839 11.95374274 9.38128748 8.87348195 3.15891864 11.59748155 9.08376677 10.92732272 10.38093817 7.10337279 NA 8.66672535 10.80224832 6.59415886 7.51439136 11.28789865 8.75344676 11.09849601 8.42935862 10.08376691 11.62605071 10.64100107 8.07797089 3.06910063 7.73060667 11.12771878 -1.63128752 11.53309846 8.77911425 7.37428747 12.88842195 9.89906926 8.85348579 10.11853234 10.04858278 9.87199177 10.61146188 8.33011242 10.85750722 8.49149077 -0.63128752 10.85147078 4.93851634 5.21226972 8.33155878 4.81160461 11.02620465 5.86850899 11.00191924 5.22950333 4.61659295 NA 0.69055119 11.10294906 10.28080371 11.29995442 11.60422838 9.03577427 9.67377264 7.09654966 11.52600981 10.46570740 12.20293637 9.41032202 10.14673998 10.68551000 -1.63128752 7.86051592 1.17600356 -1.63128752 9.98153132 10.27555350 8.36584255 8.17279401 9.08633928 13.05330191 12.36177814 4.12355033 11.65102738 12.32857427 10.33660954 -1.63128752 3.89222586 -0.63128752 NA 7.85247832 14.94693234 9.34522692 8.98888262 11.14262621 -1.63128752 9.24901174 9.20735457 9.41305687 9.50180515 7.43475164 11.22722670 10.15247955 11.33948778 9.45811333 8.00528769 10.52632562 8.86651456 5.76954167 7.58608766 10.26082617 0.0067043 0.0120990 0.0088979 0.5192700 1.1700000 -0.6144100 -0.0457650 -0.0662460 0.3720400 0.0612280 0.0562030 0.0562030 0.0772920 -0.0308070 -0.0022235 0.0060149 -0.0139590 0.0000000 0.0088979 0.0088979 0.0088979 0.0024046 0.5976600 -0.0328540 -0.0328540 -0.5934100 -0.0231490 -0.0365220 -0.0471190 -0.0044169 -0.0044169 0.0050177 0.0157330 -0.0402050 0.4729000 0.0219980 0.3720400 0.0612280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.427 0.427 0.000 0.000 0.512 0.512 0.000 -0.100 0.000 0.000 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 1.195 1.195 -0.607 -0.607 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.473 0.473 0.000 0.000 0.000 0.000 0.427 0.427 0.000 0.000 0.512 0.512 0.000 -0.100 0.000 0.000 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 1.195 1.195 -0.607 -0.607 0.000 0.000 0.000 0.000 8.185647 12.164702 9.463400 12.433237 10.422589 1.538588 3.176020 9.784405 10.943493 2.176004 9.764197 4.391032 9.105910 12.730881 6.756680 7.784405 6.990714 7.923251 7.458775 9.282300 12.727383 10.084625 4.518409 7.850463 10.071268 11.076885 7.012520 7.492784 12.606620 7.037548 11.833697 2.690596 7.923251 8.105065 10.291247 11.178431 10.75263705 10.40997977 7.58298194 NA 11.08847946 9.05953374 7.88829881 10.80927254 5.64478787 10.26877496 9.89075386 6.51840924 6.15002344 10.21454486 6.22041122 12.97974530 9.41442246 10.21022714 12.69859930 12.96505413 7.84431534 8.66672535 9.45280688 7.73934993 9.00165815 9.57139885 3.89222586 4.92325379 13.08805168 8.45347107 10.30345942 3.82809331 2.36865662 10.66787084 9.55229829 12.73327633 10.04373779 13.65135314 9.42935883 8.20944069 7.76449677 10.89222480 10.61302667 15.03007912 11.11394430 12.42470780 13.60721687 11.16956278 1.69059588 9.85147078 9.21493687 11.51952077 9.98888262 9.01791913 7.79911516 9.66672535 12.72786333 10.15043236 10.78572423 2.53858783 5.51840924 7.07602243 14.94215680 10.91507507 12.42555456 6.78245968 NA -0.04632502 10.49439921 12.31593451 11.44124432 6.78229061 10.95009881 11.662134 12.931621 10.691718 10.731155 6.712959 11.341822 10.308976 4.150023 10.131875 14.215720 5.251306 5.663285 12.770115 8.615403 11.742480 10.618073 2.176004 13.381549 7.715642 7.382684 8.834239 9.541715 9.833719 10.445144 8.498783 8.810207 6.961120 12.472115 10.378491 10.017020 10.666439 10.169158 11.007325 11.413911 2.828103 10.347016 2.953619 12.835010 9.236714 9.645369 10.127302 9.283990 12.339488 6.518409 9.075159 2.760987 10.802248 10.885840 10.980610 12.888422 10.898337 9.923252 10.857507 11.235748 10.784077 6.597482 9.863019 10.002112 1.176004 1.176004 3.828093 10.180038 10.926347 9.832698 1.828103 9.249012 8.647112 11.065413 TCGA-BP-4968 40 0 NA 1746 kidney stage i t1b n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 3 NA 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 1.109751e-06 3.81477e-07 10.96350382 9.91070718 7.37854110 6.97432510 11.70770911 7.38336215 12.73659900 -1.54919785 2.89371168 5.68916775 9.98943722 7.77494384 10.36552217 8.71168280 12.28335672 10.29625342 10.30524222 8.15120330 5.05067582 10.13682608 8.33340629 6.93457901 12.59653629 NA 7.13375770 -1.54919785 -0.54919785 10.12141955 10.11254142 8.29782053 4.42804187 9.65043572 9.46059187 10.28246645 11.10942109 10.07966451 9.06547322 6.73153355 10.18165792 9.56450545 7.15120330 10.78503660 6.68916775 11.22142726 10.48590607 2.25812692 10.38482270 9.35087533 10.60968858 10.34064749 8.10539942 6.38740046 10.34615689 9.80335863 8.01681720 6.79949145 0.03576465 9.38150077 8.66021665 2.35766460 6.61567083 9.87650375 0.03576465 10.60146263 8.42374329 4.60050765 8.90977490 12.85862855 10.67114164 9.59923986 16.28501833 8.81380299 10.56613217 4.77269330 9.47382465 7.55667158 7.23212348 1.98928436 8.96251606 9.95011099 9.37928175 9.75682499 8.52356588 8.50333124 8.78055978 6.53822619 14.17873695 10.99234400 -1.54919785 11.80735287 10.44619843 9.05994197 NA 3.58004898 12.67649796 8.75568511 9.00439268 7.23866555 9.10360831 10.67777751 8.12318869 12.83735943 3.25811184 8.49652307 -1.54919785 -1.54919785 10.10316019 5.45076257 9.00247160 9.76421327 10.41185118 8.46896365 9.33187738 9.17527708 11.51508844 9.69691016 10.08874664 11.86848402 1.62068024 10.36211785 10.25892307 10.12760194 9.00054795 9.31417536 0.77273025 3.20565838 5.03572507 -0.54919785 8.05438942 14.14057026 11.56548170 14.15920063 10.10986734 10.12583821 3.58004898 7.22555065 10.04462130 10.37186037 10.34292670 11.05367790 9.10181498 8.57617669 10.69809751 3.77268803 3.58004898 1.45074938 -1.54919785 9.62068830 13.82753312 9.62444054 10.83689528 9.26934552 8.10001942 10.32536055 8.53955162 10.16182371 6.57488412 9.26454464 6.43944861 10.02373828 10.56059402 7.85377551 10.82308433 12.59916046 11.07121228 8.70697218 9.91261110 4.33755411 12.72754204 9.42374308 9.83122442 9.49447421 11.66599298 NA 8.04881597 10.93709555 6.16473399 8.13054225 11.64228528 8.55667196 10.76194401 7.70106175 10.37297603 11.49344870 10.27572202 8.63448545 4.53822774 7.22555065 10.06777153 0.45080215 10.22018797 8.04695318 6.17868477 12.77121134 9.63005048 9.18293086 10.89189198 10.25932534 9.52557386 10.83612967 9.46757152 9.63129421 6.53291224 -0.54919785 10.97603943 7.56450545 6.18547213 8.28048591 3.77268803 10.62444045 5.28365513 10.10959510 6.29078562 5.12319024 NA 2.35766460 10.83716478 10.99934444 10.78447773 11.60368193 8.70342882 6.75129901 6.17793573 11.74207794 11.13616914 10.82743139 8.92649674 10.20606820 10.34178755 -0.54919785 8.40350463 NA -0.54919785 10.05114095 8.78391855 9.83446757 8.49652307 9.63129421 13.09258931 14.20791892 4.60050765 11.22349031 12.09765951 10.44864847 NA 3.57177388 -1.54919785 -1.54919785 5.70815136 13.90252179 9.70106175 6.86861640 11.32938909 -1.54919785 8.29311386 8.82968659 10.42553641 9.72339320 6.98992237 11.10651766 9.55011109 11.78224014 9.75111587 9.39181089 10.36290423 8.69036192 4.53822774 8.99001913 10.55601712 -0.2865100 0.0111210 0.0343950 0.6442800 -0.0124760 -0.2733200 0.0120970 0.0047190 -0.0121620 -0.0456350 -0.0456350 -0.0456350 -0.0605670 -0.2865100 -0.2865100 -0.2790600 0.0111210 -0.6907900 -0.6466800 0.0332670 0.0332670 0.0137720 0.0000000 -0.2784600 -0.2784600 -0.2726000 0.0211830 0.0211830 0.0120970 0.0097276 0.0097276 -0.2798900 -0.2851500 -0.0280140 -0.0138150 0.0283410 -0.0121620 -0.0456350 0.000 0.000 0.000 0.000 0.000 0.000 -0.285 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.287 -0.287 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.644 0.644 -0.278 -0.278 0.000 0.000 -0.273 -0.273 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.285 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.287 -0.287 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.644 0.644 -0.278 -0.278 0.000 0.000 -0.273 -0.273 0.000 0.000 0.000 0.000 7.667509 11.541041 9.526243 12.326609 9.256507 -1.549198 3.620692 9.347853 11.004393 2.620680 10.297037 7.461991 9.631916 13.288096 8.133758 8.087388 7.108975 8.261335 8.341028 8.098222 10.498228 9.736743 6.665083 9.129363 9.878799 10.385191 8.137264 11.373162 11.329389 8.325745 12.394644 4.754545 7.126720 8.013005 7.761376 10.979217 9.7844778 9.9401096 8.7465321 -1.5491978 9.6638676 8.1512033 5.7545428 9.7193053 4.3087468 9.6036820 10.1053994 6.6986908 6.9743251 9.8999120 7.2089864 12.9888916 11.2435537 9.8999120 13.4534465 13.0144363 6.1718633 8.7568252 9.8484380 7.1820824 9.4570894 9.4366054 6.5592884 5.7361665 13.5156324 9.5468196 10.2621381 6.4280435 3.1512094 10.6153561 7.3087440 13.1044481 10.1227466 11.8684840 8.8279740 6.8039102 7.2283800 11.0553165 10.8061144 15.8734441 11.0536779 10.5161795 14.0714986 10.3726042 0.7727302 11.1654382 9.6589976 10.3203572 9.2597275 7.8537755 7.8812162 10.0567057 12.8865638 10.7502576 11.3774300 4.6206861 6.5592884 6.7128585 14.2659660 11.0773850 12.2158422 6.3455809 NA -1.5491978 9.6350188 12.7668327 10.6513524 7.0394784 10.6433644 11.967694 12.347852 10.305242 10.136826 7.962516 10.721643 10.422307 6.893707 9.699284 14.660759 7.151203 6.130243 12.936650 9.708151 11.616141 10.024411 2.151209 14.156288 7.837833 6.375576 8.796745 10.425178 8.140761 10.616299 8.558255 8.460592 5.484186 12.610319 10.091912 8.183779 10.921676 11.132441 10.311850 10.399496 4.005355 10.197697 5.439447 12.429309 7.792838 8.304073 9.269346 9.674717 12.479705 5.868615 9.186319 4.717550 10.937096 10.319790 10.824988 12.771211 11.369813 8.555362 9.631294 11.136826 10.922946 5.590315 9.928522 9.719890 2.151209 4.333409 2.151209 10.306021 11.790061 8.404960 2.910195 8.293114 8.382978 9.972364 TCGA-BP-4969 63 0 NA 1794 kidney stage i t1a nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 3 NA 3 5 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1259165 10.2651565 6.3231304 -1.2618807 11.3013646 5.5318056 12.7703002 -0.2618807 1.8984406 10.7147324 10.7964984 9.5551520 10.2400055 8.0802430 11.7714193 10.0113812 10.4180882 7.9130941 7.4105938 10.1164631 7.3784136 7.5063528 9.6536519 NA 6.0235703 -0.2618807 NA 10.1480896 10.3075493 7.4105938 3.3231250 8.2219844 9.9255205 10.8375161 9.6154525 9.9341557 8.4609760 5.6570311 2.1976138 9.5228032 5.2300224 10.0299146 8.1623344 11.2528824 9.9524875 1.7381625 8.6314699 8.9789598 9.9579419 10.3743398 8.1304856 6.1390479 10.5116043 9.1862846 8.6329861 5.4246702 0.7382058 9.5867912 8.7688354 1.3231395 6.5195278 8.6238647 2.6450560 11.4951415 7.3711633 5.9080923 11.2140335 12.6167941 10.8447313 9.7715913 15.4723355 8.3155970 9.9902424 5.1811105 9.9242825 7.6923644 6.4035046 2.6383056 10.2758721 9.7914154 8.6435554 10.1304857 7.5678914 8.6085332 8.4575574 6.4592677 14.3694875 11.1937524 -1.2618807 11.3163051 11.3635644 7.3343582 -1.2618807 3.4930580 12.6375253 9.5599424 8.4264187 9.0316400 8.5390681 11.4259814 8.8687389 14.3807097 3.7381733 8.3747930 -1.2618807 -1.2618807 9.8342245 5.3380821 8.4070532 9.9524875 10.6348792 8.6039015 8.5694755 8.8519105 10.9443891 10.3108686 9.9579419 12.6413912 2.1976138 11.3272764 10.7549767 10.0241484 9.2108591 9.8169863 0.7382058 5.1975981 7.3928043 NA 7.4660887 13.8267082 11.3184269 14.4419908 10.5706628 9.4745703 3.7825658 6.8203168 10.0533179 10.2514024 9.5559515 11.0286509 9.9236632 7.9597557 10.6015803 5.6208122 0.7382058 1.5455236 -0.2618807 9.3702548 13.5046455 10.2999336 11.1398479 8.8176530 6.7493962 10.6104585 9.0735586 10.0059323 13.1662668 10.4643865 5.8361994 9.9849268 10.7880169 7.9500566 10.6116125 12.5362351 12.4019488 8.2360204 9.5132519 4.1118159 12.2356460 8.8375163 10.0984668 10.9615668 12.0620675 2.6450560 7.1044908 10.6614959 9.8841514 9.1775317 11.9804493 8.7325219 10.8136475 2.4386122 10.0578404 10.1686209 10.4639606 8.4623751 3.8256330 6.7381679 9.8440768 2.7381625 9.2965891 8.0442302 6.3231304 12.6512447 8.8243045 9.2773272 10.3693454 10.5174773 9.2078101 10.4510650 8.9055865 9.7886973 6.4035046 -0.2618807 11.0738378 7.3711633 3.6923602 8.8751596 4.6208092 10.6458102 6.8828264 9.4552707 5.5192651 5.4930548 -1.2618807 -0.2618807 11.1077657 10.5009656 11.3301581 12.5985764 10.3570127 8.0578407 6.6550627 11.7140163 11.1973438 10.3874245 8.4070532 9.8156516 10.6491857 NA 7.9205625 -1.2618807 NA 9.8872803 8.1686210 9.4141254 8.0802430 10.1826656 12.0531763 13.8815117 2.4386122 10.9409044 11.8181531 9.4855222 -1.2618807 4.2617339 -1.2618807 NA 6.8929860 13.7139268 10.4614026 7.6269114 10.8163191 0.3230818 8.0419493 8.5811942 10.0902118 9.7032310 7.0645984 10.9636771 9.6329861 11.5828741 9.8073697 8.7010645 10.4938905 9.2179485 5.5237188 9.7881121 11.2600141 -0.0055375 0.5276600 0.5719800 1.5252000 1.0060000 0.0090312 0.0040243 -0.0095951 0.5049800 0.2386100 0.2349200 0.2349200 0.2364300 -0.0055375 -0.0055375 -0.0191930 0.5276600 -0.6062200 -0.5621600 0.6217000 0.5719800 -0.0280510 0.5229300 -0.0186470 -0.0186470 0.0188030 1.1210000 1.1210000 -0.0194520 -0.0178030 -0.0178030 -0.0191260 -0.0191260 -0.0224270 0.5145500 -0.0008316 0.5049800 0.2386100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.515 0.515 0.000 0.000 0.000 0.000 0.505 0.505 0.000 0.000 0.509 0.509 0.555 0.000 0.528 0.528 0.572 0.572 0.000 0.000 1.525 1.525 0.000 0.000 1.006 1.006 0.000 0.000 1.121 1.121 0.235 0.235 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.552 0.515 0.515 0.000 0.000 0.000 0.000 0.505 0.505 0.000 0.000 0.509 0.509 0.555 0.000 0.528 0.528 0.572 0.572 0.000 0.000 1.525 1.525 0.000 0.000 1.006 1.006 0.000 0.000 1.121 1.121 0.235 0.235 5.1304861 11.9008744 8.8375163 12.8726749 9.6748063 NA 5.4524142 9.9273752 10.9387605 -0.2618807 8.8282809 9.6420502 9.1142936 12.9285332 5.9669864 5.9669864 6.8622902 7.6806830 6.5063528 8.8029112 9.8229767 10.5930367 1.5455236 9.3874246 9.5891365 10.0741170 7.0824642 9.8904532 11.3108686 7.6450589 11.8830974 2.6450560 6.3963804 7.2459634 6.5260704 10.9908338 9.4779489 9.8262941 8.4863612 -1.2618807 10.2078101 8.4455277 7.1175465 10.0841279 5.0600950 9.1077658 9.7240104 6.1475591 6.9476217 9.5374500 6.5773714 12.1646952 11.0521850 9.7674555 13.4377408 13.0136382 7.2300214 8.1769600 9.6100736 5.2139033 9.2821669 8.7381683 4.5710579 5.9180785 12.5976061 8.7479969 8.7381683 4.9669887 2.8256228 11.0799651 8.5162453 12.3331926 10.6116125 12.6413912 9.5899174 7.6777478 8.3358673 7.4592677 10.6238648 15.6151409 11.0286509 10.1083108 14.1606602 10.9470123 0.7382058 11.4688508 10.1644331 10.2365189 8.9777668 7.9500566 8.1748798 9.8076182 12.0026109 8.2037346 10.8722737 3.8674517 7.1390479 6.1390479 13.7539532 11.2683308 12.5747119 7.6748059 -1.2618807 NA 10.5619336 12.2211023 10.7007101 6.7825619 10.5527508 11.3722987 12.2710112 10.4180882 10.1164631 5.0049553 10.3806713 9.1099450 6.9908335 9.5195281 14.7874005 5.2300224 6.6208107 12.3440390 9.0362310 11.3501153 10.3593045 2.1976138 13.1472277 7.2363797 5.2927560 8.9637252 9.9143415 8.8828267 10.2965891 8.4522421 8.7109903 4.6923658 13.2639338 9.5038689 9.0131289 11.1727966 10.6570316 10.6011930 11.1036706 1.5455236 9.6923646 5.8777197 12.5021836 7.4930556 8.1581285 8.8176530 9.4394228 12.3386620 3.9080923 9.2219841 5.7934511 10.6614959 10.1996478 10.5030399 12.6512447 11.1140223 8.9896508 9.7886973 11.6058332 10.3761698 4.8042550 10.1570750 9.6799496 2.4386122 8.6468611 -0.2618807 9.5382594 12.8653163 8.6375251 4.0600993 8.0419493 8.2037346 9.9902424 TCGA-BP-4970 44 0 NA 433 kidney stage iii t1a n1 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 69.49.0 NA NA 2 NA 2 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.0725014 13.3006067 0.2625534 5.4000768 -1.0594949 -1.0594949 10.1694634 9.8546560 7.6306428 3.3329657 8.8676818 9.6934434 9.1586024 11.7929792 10.7999854 9.5826964 6.2260461 8.0491690 10.4021242 6.1838180 11.9431961 6.9434596 10.2995706 11.0112688 3.6130719 12.5864157 9.7612226 10.1968534 10.4957131 7.9685505 6.0174610 10.1463432 9.0913124 8.1622317 8.6113011 -1.0594949 10.0941967 8.1658522 4.3500375 6.2074322 9.3292003 3.2260461 9.3080596 11.5545493 4.6685673 12.1485726 12.0475348 11.1384757 10.0922956 16.0003641 8.5284221 9.7896588 4.8475360 8.7063451 7.4143504 8.1658522 0.7745868 7.7170780 9.1531411 8.9335830 9.5086008 8.9788777 8.2793812 9.1149463 7.6166018 13.2205817 10.6499439 NA 11.6968883 10.6069153 7.9279089 -2.0594949 6.4602806 11.7065524 7.5028875 10.7477984 8.3627096 7.8933859 10.8906538 9.2838304 10.3605365 2.4641977 9.5668100 -1.0594949 NA 10.2768723 6.9406448 8.5599476 9.6253934 9.6367430 8.6157197 9.5133449 9.3949441 11.5859237 9.6223224 9.7849582 13.0395404 5.3752723 11.2289283 11.1275328 9.7837806 7.2375609 10.4092687 NA 0.9406554 3.0281094 -2.0594949 7.7447760 13.1522289 10.0792365 11.5271327 8.3928858 9.2625729 5.4244619 6.7798480 10.2835528 11.4130817 9.8186956 11.6562507 8.7822090 8.2121077 10.5544342 5.6685645 5.3329621 0.9406554 -0.4743320 9.4836765 13.9493141 9.4952337 10.4031470 10.1378615 7.1670568 9.9778484 7.5331015 9.6159579 8.5571937 8.5396276 5.7415452 10.1573270 9.2540946 9.6227615 11.6646256 12.6767295 11.3042320 10.4206776 8.9630125 0.2363395 10.9769901 9.2943430 10.9940615 9.0253270 10.5382317 NA 8.9150592 11.5485529 8.2139625 7.1984333 11.1786016 8.9911737 11.5901254 8.8217587 10.2352655 11.4502960 9.3167700 8.6970009 5.4082499 7.1838190 10.5576530 -1.0594949 9.7580281 8.8384901 7.8831595 12.4554204 10.5363685 9.0013406 10.9071502 9.6099726 9.3731866 10.6383768 8.8933859 10.6330423 9.2574918 2.4000734 11.3092876 9.0504753 3.3669097 6.3959728 4.1694601 10.7332317 6.5736396 10.4850466 5.8273770 5.0595846 -2.0594949 -1.0594949 11.2632771 10.2946186 11.3463180 10.1449102 8.6104155 10.0611580 5.3778560 11.8410399 10.3866941 11.6045363 9.4194144 10.0903918 12.1939752 1.1105637 7.8860886 -1.0594949 NA 9.9630125 8.9364118 8.8794892 8.2478454 9.5086008 14.6554939 15.2276085 0.7480318 11.9090415 13.4080274 10.1516204 -2.0594949 4.7608224 2.1105637 -0.0593446 8.3145973 14.7319603 8.5654403 9.2888195 12.2477744 NA 8.3877279 9.1482569 9.2535277 9.4773776 7.6358734 11.6065357 9.6117434 10.8780186 9.9424047 8.4642067 10.7307895 8.5461243 4.9507530 7.2326905 9.3959719 0.00319100 0.00000000 0.00555290 -0.02178400 -0.04757600 0.04457400 0.00071008 -0.00103620 -0.02753500 -0.01546600 -0.02870200 -0.02870200 -0.01711600 -0.00299930 0.00180300 0.00319100 0.00000000 -0.34113000 -0.33970000 0.01265500 0.01265500 0.01028500 -0.01766600 0.00777830 0.01502800 -0.31284000 -0.00470790 -0.00470790 -0.00211340 0.00958830 0.00958830 0.00219130 0.00219130 -0.34469000 -0.02178400 0.01726400 -0.02753500 -0.01546600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.313 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.313 0.000 0.000 0.000 0.000 0.000 10.365074 11.646601 9.426474 12.267987 10.083071 NA 2.028109 9.440989 10.855777 3.188575 9.655749 7.628895 9.521374 11.817641 7.847535 8.841512 5.865456 8.645413 8.234116 8.336179 12.482951 9.912188 6.216769 8.686319 9.922437 10.921855 7.654890 8.405190 12.032163 9.934644 12.099077 4.798626 7.103036 6.926487 7.418403 10.979392 10.377096 10.835841 7.593490 NA 10.153445 8.660889 7.195673 11.118998 5.006733 10.220255 9.445960 5.889011 6.889012 10.562468 7.936412 13.545169 9.645413 10.810624 13.114400 12.466716 8.410286 9.956757 10.170064 9.162232 9.416885 9.474461 5.479803 6.757629 13.189499 8.085303 10.348178 5.226046 2.332966 10.213858 10.394944 13.364581 9.478834 13.039540 9.566354 8.583599 5.439613 10.979392 11.371097 15.499999 11.656251 12.452459 12.711773 11.023625 1.400101 10.514529 12.039253 11.091661 9.531699 9.622761 7.815626 9.911110 13.239566 11.580890 11.764308 3.773532 4.929327 7.287158 13.571455 11.075552 12.402827 6.267075 NA NA 10.638915 12.901461 11.511906 7.497151 11.206699 11.3164987 13.2364137 10.9130861 10.0634727 7.5066987 11.6116328 11.8663846 6.8595075 10.8301487 14.6100696 6.1838180 7.4041691 12.8498140 8.7309931 11.9881947 10.3944298 2.6955262 14.0489241 6.5794065 6.4720263 8.9617564 10.3923710 9.8156260 9.7691780 8.1130722 8.9567566 7.5424152 11.6899904 10.1956733 10.4407396 10.0167923 10.4607723 10.8589490 11.3330963 2.6955262 10.5990793 6.9236389 12.8344482 9.7624187 7.5772694 10.1378615 9.5491075 12.9351308 5.6753530 8.1658522 5.9574527 11.5485529 10.5045559 11.6323882 12.4554204 10.3744909 9.9730349 10.6330423 10.9280864 11.1158995 6.8860880 9.5493615 9.1909432 0.5255678 0.5255678 NA 11.3516260 10.6611391 9.7067595 3.8232908 8.3877279 7.7656037 10.2211255 TCGA-BP-4971 40 0 NA 1487 kidney stage iii t3a n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.9590143 9.9690651 8.4217644 9.0825483 8.0961047 1.6552144 10.1655051 9.4439537 3.2990981 8.0667463 9.1963321 5.1787983 11.3498109 10.2088647 6.3831565 11.0175984 13.7579903 10.8728902 9.8671236 14.3477964 8.6664626 7.1943944 6.2918595 10.8768225 7.5681249 9.6108853 3.5859720 9.8858563 10.5425779 8.9612972 9.8469115 8.9487071 7.7973425 8.0193700 7.4000691 12.8552911 10.7725538 NA 11.4308457 10.4805798 8.8276628 NA 4.8251598 10.3232339 9.4357753 9.4496513 7.2212894 8.8011674 11.3907914 8.6296499 9.5552721 5.4625890 8.7159315 -1.3448314 -0.3448314 9.8188851 9.3591390 9.2336082 9.9527249 10.3196827 8.6622628 10.0704490 9.8493766 11.2069197 9.4786026 9.6900343 11.9560169 6.3205713 11.7495292 11.2717843 9.4770094 9.2671823 10.2486265 0.6552602 4.4625890 5.0815015 NA 6.7373839 13.3520943 9.0794016 10.8084707 9.5800478 9.9313598 5.3134454 7.1827122 9.9049415 10.9604421 9.7819400 11.2761837 10.8207705 9.9641432 10.5617503 8.9336848 1.4625759 3.4101240 1.2401922 10.8813465 13.7083977 9.2523568 11.2117415 10.1151792 7.3625944 11.4258993 8.0835958 10.2920321 6.2174770 8.5485368 8.2383183 10.7915890 8.6410774 8.5859728 11.9058299 12.0316322 11.0416368 9.4682149 9.4266424 4.0092665 11.8000530 9.1856418 9.3495933 10.1121031 9.4849582 1.6552144 9.3089763 11.1783072 8.7715793 6.3694804 10.4817839 9.0992150 10.9799785 7.9816649 9.7998937 10.9875517 9.7890199 9.1177171 5.8251598 7.8744042 10.4774079 3.1787943 8.5800478 8.4609792 7.4167866 12.1674820 10.1535860 8.2079046 11.6777766 11.5626894 9.4316685 10.6308613 8.7624525 10.4702184 5.8744035 3.0475558 11.8643841 8.8984094 5.9479256 6.0302743 3.9771608 9.9043489 6.8936401 10.5211620 7.2888485 6.6325154 0.2402533 4.5132191 10.9956419 10.3311924 11.2469915 12.7181248 7.3660415 9.5302167 6.3665233 11.8990044 10.9301959 10.5367318 8.7226699 9.7233418 12.0856880 0.6552602 8.6368026 1.6552144 -0.3448314 10.2136562 8.1570725 9.0603768 8.8756136 9.8762182 12.9933450 13.6399654 2.3556647 12.2936713 10.9058299 10.3818794 NA 4.3831582 2.8251547 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8.5859728 8.3044914 9.6382290 12.3005561 10.9782902 11.0590464 6.5740985 7.0127877 2.8251547 13.5798754 10.1655051 13.0881687 8.1709350 0.9771700 NA 11.1630300 12.1845439 11.2405477 7.1228415 10.9426592 11.385281 12.324342 11.425899 10.461785 8.102319 10.189052 10.927574 7.845060 10.634303 13.266188 6.506984 9.881648 12.586180 8.584494 11.686937 10.675174 2.977170 12.186251 8.052268 7.568125 8.781630 9.929613 8.867124 9.740044 7.646757 9.135016 7.366042 11.898856 9.946406 9.695525 10.475015 10.515158 9.698263 11.996893 4.699629 10.290954 6.849992 13.214544 8.309871 6.525601 10.115179 9.786475 12.595457 5.825160 8.491286 7.565129 11.178307 10.808471 10.296836 12.167482 10.341298 10.226988 10.470218 10.934846 10.790669 7.334716 9.837630 9.840111 3.864691 0.977170 7.089864 11.072033 12.833686 9.199234 4.081502 9.424247 7.845060 10.325449 TCGA-BP-4972 43 0 NA 1502 kidney stage iii t3a nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 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13.4635633 10.9775254 -2.0776499 11.3048325 10.6544508 8.6550888 NA 4.3143920 12.0321489 7.7067080 10.2724602 7.5032740 7.5422929 11.2900341 9.8539189 11.8840620 2.1699891 9.5013894 4.2258533 NA 10.4355543 6.4957207 8.3165363 9.5032740 10.4189272 8.7156769 8.9444412 9.1935364 12.1619367 9.6151247 9.7683473 12.8372992 5.5586993 11.1523566 11.2003777 10.1205185 8.5413762 10.1897380 -1.0779544 2.4456473 5.0201066 -1.0779544 7.9107578 13.2705595 10.9292759 11.8752696 8.6129444 9.0913722 5.0305965 6.4298687 10.8308413 11.4781004 10.0078778 11.5367982 8.6207781 10.5236121 10.7368561 6.9746417 1.0920044 -0.4928904 0.5070081 9.0082095 13.7624334 10.0062174 10.0954383 10.2066084 7.2596953 10.1622685 7.9319023 9.2164760 10.9006051 9.3973003 7.8936170 10.4656273 10.1427541 9.6865305 11.6871523 13.0663333 11.0423113 9.9482510 8.8089359 4.5808570 11.4619592 9.3577438 11.0855659 9.5887412 10.7474298 1.2439737 9.1315267 11.1493885 9.1298077 7.8192077 11.7180116 8.9395777 11.2569053 9.3876398 10.3676056 11.1692592 9.4919290 8.1038716 5.2349573 6.4298687 10.7249936 NA 10.0622641 9.3019932 7.8660536 12.6068220 10.1373031 8.5577915 10.7366559 9.7620646 9.8542882 10.4698669 8.6960369 10.2400512 8.5997931 3.2074712 11.3714800 9.5518853 3.9444368 8.3743149 4.1118993 10.9029271 5.9935362 10.6853792 5.0535198 5.6015539 NA 1.2439737 10.8777233 10.4783400 11.1904692 10.6013336 9.1812283 9.8587113 5.5418524 11.2616451 10.2627581 11.6874631 9.5896285 10.1010494 11.4397428 -0.4928904 7.4938258 1.0920044 NA 9.9199586 9.1168302 8.9935357 8.2949387 9.2355234 14.0645794 14.4401887 2.3143775 11.8404708 12.2969092 9.7091598 NA 5.6487013 1.6225087 -2.0776499 8.2212816 14.0723761 8.4824062 9.3732845 12.3867468 -2.0776499 8.1168305 9.0479260 9.2535502 9.5825150 7.9346981 11.3025345 10.5602831 11.4263959 9.5991500 7.9050668 10.8777233 8.7042526 5.0316422 7.6354939 9.4189272 -0.00093291 0.00364500 0.03810300 0.66111000 -0.03153300 0.00378380 -0.01116000 -0.00231810 -0.02051300 0.01758100 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6.146075 8.887858 12.944811 8.607698 11.943053 10.972772 2.729422 13.852441 7.145062 6.413926 9.065068 10.382785 9.553705 10.066732 8.771322 8.935256 9.400843 12.573181 9.375859 10.333584 10.052966 10.455160 10.799358 11.604629 3.348332 10.449062 5.899355 12.512567 9.756149 7.680297 10.206608 9.218020 12.589961 4.507033 8.780054 5.955496 11.149388 10.498794 11.201104 12.606822 11.184902 9.726204 10.240051 10.674663 11.230041 7.636319 9.416429 9.228135 3.899350 6.410395 2.381505 10.016151 11.450076 9.786259 4.207479 8.116830 8.131527 10.022407 TCGA-BP-4973 47 0 NA 1384 kidney stage iii t3a nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.208456 9.945834 9.759122 9.523746 12.650547 4.420213 8.442578 3.872720 11.171402 10.459418 10.863808 12.833448 10.895090 9.908262 10.559492 10.617815 10.958765 7.222131 9.586968 9.596974 2.172295 4.844707 8.493083 11.267680 12.051823 9.709986 3.259739 8.393870 8.166636 10.274586 TCGA-BP-4974 58 1 220 NA kidney stage iv t3a n0 m1 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.60981996 6.51492389 10.03118164 11.25076479 3.05140691 10.03260960 10.00668583 10.25444122 10.44960842 8.17810360 6.41772089 10.54567971 8.42022216 8.19222869 4.62125482 0.05144171 10.52941035 9.25597038 0.63635781 6.35973902 8.87556230 1.05137210 10.45547631 10.71206360 8.25474709 9.91108139 15.04626080 11.36059127 10.96541051 15.06612798 8.95377420 8.90704628 6.03439181 10.44746875 6.88744972 8.08619834 2.03326441 9.13819883 10.02078567 8.68348558 9.50054773 8.86277372 8.02150527 8.82700950 7.75703125 13.07588957 10.27751024 NA 11.92157119 10.16694687 7.57103510 -1.94841908 5.46925108 10.92599638 9.03225268 9.87237585 8.66886655 7.48185189 11.74608351 9.79707347 11.44941332 5.51083220 9.09511004 NA NA 10.29487067 8.63823896 9.48394110 9.79370864 10.57740928 8.85229916 8.73351602 9.31877100 11.32515977 9.81170334 9.60454841 11.62563789 3.57496130 12.02500505 11.24384607 9.83807723 7.97621182 10.56611323 NA 3.66610894 5.40012801 NA 6.87794788 13.67233487 9.45494389 11.56253408 8.50157927 9.32169454 4.02867523 7.12554056 9.90548840 11.08963228 9.89728112 11.62300724 10.95678618 8.57201765 10.53823414 6.53117869 2.90938910 4.72382611 0.63635781 10.95151123 14.05005568 8.49434280 10.27147517 10.40757603 7.50672649 11.08551030 7.83275903 10.31749458 11.52839843 9.91481115 6.69164443 10.95284875 9.09511004 9.03082436 11.03207432 12.10549469 10.64968434 8.32402884 9.05416500 5.42670085 11.19605740 9.22257589 9.61364160 9.61935523 10.63964532 -0.36364219 8.95979189 11.28096907 10.21754966 7.90718632 11.52205801 9.46449817 11.26115708 7.84418916 10.56635967 10.91674578 9.71584636 8.98797083 4.98213569 8.02867910 10.57618567 NA 9.35232355 9.11950559 7.91867782 12.84789511 9.13620754 8.22632500 11.23099726 10.27540078 9.69975670 10.46734154 8.96802507 10.71139501 6.50672570 3.95828590 11.80816396 6.77932014 4.13886361 7.87317339 4.93403993 10.13919345 8.35060730 11.05587770 6.57154637 5.98803703 NA 1.95828590 11.01085780 10.50801024 11.55721071 12.25627593 8.61650106 9.07640036 6.39897621 12.74134254 10.86197079 11.22054121 8.67984460 9.84622109 11.32926770 0.63635781 7.98213626 0.63635781 1.22132031 10.13587535 8.24984398 8.95000058 9.16057687 9.58131773 13.62069110 14.39204904 5.05139821 11.68926928 11.26981104 10.45946348 -0.94869751 3.82986985 0.85877675 NA 8.00559536 14.32105549 9.67665141 8.61364141 12.51683802 NA 9.20051122 8.73627034 9.27298616 9.86558111 8.48706945 11.36456565 9.92868329 11.10702054 9.85660294 9.75183893 11.82103040 9.31701412 5.69200587 8.54393351 10.09476825 0.1177000 0.0104240 0.0179630 0.2659900 0.0263730 0.0336900 -0.0125350 -0.0015243 -0.0235660 -0.0034627 -0.0034627 -0.0034627 -0.0202750 0.1177000 0.1177000 0.1177000 0.0104240 -0.3136500 -0.3028400 -0.3028400 -0.3028400 0.0056199 0.0373590 -0.0854290 -0.1176700 0.0336900 0.0195030 0.0195030 0.0000000 0.0027745 0.0027745 -0.0042929 -0.0042929 -0.0750780 -0.0197260 -0.0028160 -0.0235660 -0.0034627 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.000 0.000 -0.303 0.000 -0.236 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.000 0.000 -0.303 0.000 -0.236 -0.236 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.2163055 12.3504640 9.2590236 11.8243323 10.1751972 -0.9486975 3.4089564 9.8133658 11.2629833 1.6363578 8.5611741 6.4264392 9.6559525 11.3785307 7.7810200 7.3251948 6.9279166 8.2150490 8.0957931 8.6725353 10.6981829 10.2684481 4.2608537 8.7158464 9.6939021 10.1425039 9.5316844 8.4533451 11.8461196 8.7937086 11.9435340 2.3733141 6.1228611 6.9340423 7.8327590 10.8931601 11.3504640 10.8421549 8.0930583 -0.3636422 10.7960228 9.3199412 7.6513122 10.9594164 5.2993253 9.9374767 9.4345634 7.2238270 7.8046157 10.3778286 8.5200230 12.9841675 10.0741138 10.6259927 14.3317531 13.1295917 8.5572106 9.3483154 9.6752807 6.4220866 9.8723758 8.9240740 5.7448850 5.9217648 13.3891953 8.9530204 8.1282145 6.4437160 3.4089564 10.1368716 9.1858254 14.2227323 11.4197692 11.6256379 10.1540310 7.8046157 7.6664037 9.5832678 12.1083755 15.4831579 11.6230072 11.2063755 13.6602892 11.1706645 1.2213203 10.7998017 10.9571622 10.4776639 9.4067503 9.0308244 8.4199054 10.1388619 13.1831758 9.9151982 11.4504100 4.3551784 6.9062677 6.2263255 14.2179041 10.8587541 13.0592149 9.7553027 NA NA 10.8605643 12.8799324 11.8582971 7.3205262 11.2716263 11.617572 13.220306 11.180843 10.598294 7.296952 10.443717 9.250458 7.569069 11.044160 13.863497 5.551245 7.553236 13.813973 8.737900 11.799487 10.913649 3.138864 12.743633 7.862131 6.958289 8.723259 11.239370 9.636831 10.386231 8.619355 8.847544 5.443716 11.938810 9.931748 9.944321 10.408676 10.495120 9.030824 11.993180 1.636358 10.077923 5.812950 12.906953 9.045753 7.698857 10.407576 9.863039 12.621789 4.806288 9.497966 6.551245 11.280969 10.727797 10.934806 12.847895 10.514923 9.661040 10.711395 10.868383 11.039617 5.559195 9.873572 10.078268 3.005598 4.574961 1.858737 11.202098 11.559479 9.611732 3.806283 9.200511 7.943183 10.189991 TCGA-BP-4975 40 0 NA 1433 kidney stage i t1b nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.11584959 9.81968606 10.02830393 10.63861221 8.32839175 3.27482819 11.13992157 8.71216998 7.77172979 5.27482446 0.02687086 9.46048108 8.77676529 -0.97312914 6.54653181 8.88409907 -0.97312914 9.98436064 9.92474126 4.21671870 12.65504904 13.46383495 10.49501064 9.80250603 16.44829903 8.56119857 9.44843455 4.34882728 8.96426953 7.65989103 7.31229759 1.89479837 8.62401716 9.87708256 8.86924620 9.31806643 8.21795479 8.10103702 9.07470130 6.91867961 13.67598347 11.00524867 -0.97312914 11.68822849 10.49148747 8.20929008 NA 5.32151687 12.27170550 7.20431486 10.06923909 8.03252021 7.48427672 10.58889955 9.06718533 12.86526208 2.67074971 9.54358075 NA NA 10.42617364 5.55827682 8.10638078 9.26051548 11.41410529 8.51071156 8.23146697 9.04440013 11.81509305 9.54898678 10.10571369 12.39267137 3.07128215 11.15803407 11.23954411 10.62913063 8.44369325 9.98072839 -0.97312914 0.34879896 4.59675032 -1.97312914 8.77088850 14.18501229 9.49093088 12.87287575 8.66079923 9.16708641 4.51874914 6.53864835 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6.957633 NA 10.495520 11.458989 9.879035 5.049265 8.158753 8.249690 10.145512 TCGA-BP-4976 77 0 NA 1632 kidney stage i t1a nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.178878 10.172291 8.778990 8.973599 5.729425 11.895928 9.992033 10.022347 10.241946 10.539952 10.769047 11.551721 2.008343 10.635633 6.316665 12.935993 9.611489 8.343717 10.273356 8.985879 12.494722 3.467762 9.595635 5.284451 11.160453 10.781878 11.224921 12.770501 11.114726 9.885994 10.575094 11.026875 11.043454 6.041749 9.374102 9.403325 1.008343 7.640068 2.915215 10.317519 11.123847 9.974111 4.578184 8.489117 8.504182 10.918032 TCGA-BP-4977 57 0 NA 454 kidney stage i t1b nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.303920 10.851202 10.595190 7.323271 9.707578 9.202308 0.897008 2.399499 -1.687800 10.154394 11.585316 9.360530 1.771463 8.416642 8.717185 10.630586 TCGA-BP-4981 75 1 1097 NA kidney stage iii t3a nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0157911 8.3838118 0.0528332 7.4060417 8.7323750 3.0529027 11.8252095 6.7671410 5.4279346 9.6336717 11.7341334 10.5764569 10.3406073 16.1135276 8.1509272 9.1377033 5.2228200 10.2178019 7.3102829 3.9108765 2.9836412 10.1250275 9.4916868 9.0724856 10.3330858 7.9477129 8.6246474 8.9836324 6.3748239 13.8553103 10.6917833 NA 11.1061420 11.2082097 9.2165446 -0.9470277 5.6822502 11.4173032 9.1068207 8.5997894 8.4344381 7.9477129 10.7812407 8.0945538 11.4568070 3.3748169 8.7039465 0.6378421 -0.9470277 9.7757025 5.4622847 8.7654220 9.5871979 10.5071943 7.8010875 8.9324782 8.1924462 11.3403159 10.0849407 10.2371504 12.2956225 -0.9470277 10.7899859 10.3400301 10.0959222 9.6340955 9.2377702 1.3748447 5.3566756 6.8077825 1.0529027 8.3949698 14.2806613 8.3126384 14.0673078 10.4344379 10.6676048 2.6378652 7.4958382 10.6227506 10.2488823 9.5082222 11.3971548 9.3406072 9.2215671 11.2035942 4.8342561 3.3748169 2.9597887 0.6378421 9.3691766 13.7131695 10.1705380 11.6733439 8.3382974 7.4749600 10.4843925 9.0373133 10.2949496 8.8570258 9.6122719 6.8210788 10.3283037 9.9469548 7.4622855 11.2647832 13.0921567 11.6175208 8.7393955 10.1647087 2.6569768 13.0038153 9.0157911 10.0070912 9.7593909 8.7376435 1.8602477 7.4365991 10.6355074 4.3959471 7.0428282 10.7829405 8.9522520 10.2966640 9.4802078 10.0821822 11.3414727 10.2659992 8.8030491 4.1821758 7.7075310 9.9642870 2.7533264 9.4441386 8.0387369 5.5286276 12.7116643 10.5215190 9.2586883 10.7718559 11.1367066 8.7909873 11.1052286 9.4833474 9.7341334 6.9477129 0.6378421 10.9665323 6.2817131 2.5123280 8.5862247 4.0070878 9.6472195 5.0070923 10.9036639 6.9796058 4.9108765 NA 0.0528332 11.1705381 9.8714771 11.2118202 11.9841865 7.2768967 7.5803716 6.3155536 11.6144216 11.4292917 10.5512456 8.3971907 10.0121724 11.0724857 1.0529027 8.7075310 0.0528332 NA 9.6246476 8.1456520 9.8618591 8.6227507 10.5601941 13.2618913 13.2686554 3.0529027 9.4612247 13.3654943 10.5852509 1.0529027 2.3748169 0.6378421 NA 5.8077825 14.1730518 11.1243573 6.5606890 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0.000 0.000 -0.732 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.5082218 10.6922356 9.5082222 12.5683484 9.1310456 -0.9470277 3.1403533 10.0034509 11.5503651 1.3748447 8.5606897 6.1403574 8.5061655 13.3840918 7.8144460 7.7323750 5.8210800 7.7393952 8.0244383 8.1054628 10.4462854 10.4306477 4.1821758 8.3838118 9.2203130 10.2296914 7.0972895 7.2912996 10.9736200 7.4409123 12.3630646 4.1821758 7.0358889 7.8602496 8.6731147 10.5397300 9.7808153 10.3132265 8.8391647 0.0528332 10.9026910 8.2077133 6.0186787 9.7662814 3.6967506 9.3208520 9.1337125 6.9355375 7.1614191 9.4916868 7.2817140 12.2830655 11.3835318 9.4082461 13.3905168 12.7151183 6.6822516 8.5959269 9.6122719 7.6565214 9.7235512 9.6958491 5.3382960 5.5447481 13.2529506 9.0143447 9.2377702 5.0528940 0.6378421 9.2805110 7.6565214 12.7060759 10.2439542 12.2956225 8.8570258 6.3475151 7.9319572 10.9089313 10.2574661 15.0098156 11.3971548 10.5562238 13.6791173 10.5220280 2.0529027 11.4027291 9.5487501 10.4016231 8.6639199 7.4622855 7.9232597 9.9821534 11.9450583 9.7722837 10.6359777 2.0529027 6.5286291 4.9597841 14.4119931 10.8322039 12.3766534 6.4104463 1.0529027 -0.9470277 8.9642869 12.5521180 10.8199497 7.2865143 10.2340471 10.8865757 12.0335701 10.7485583 10.2629574 6.9895330 11.4767987 10.3049690 5.0752631 9.5092493 14.2304192 7.4707475 5.4622847 11.8069285 8.4473577 11.3028972 9.6518780 3.5764617 13.9064482 7.6152522 6.0528940 9.1671449 9.6265421 7.6822516 9.6293792 7.4016228 9.1790830 5.2228200 12.5106606 10.4159346 8.3905168 11.1287083 10.0323202 10.3578167 11.3793244 2.2228046 9.8610548 4.9355399 12.9949512 7.1027432 8.2152864 8.3382974 9.5262455 12.3875872 4.2623505 9.1860372 3.7533371 10.6355074 10.3870788 10.3049690 12.7116643 10.3503844 8.0500745 9.7341334 11.3486639 10.4235878 5.8473105 10.1614194 9.8391646 1.6378421 4.1241461 0.0528332 10.4870019 12.3276080 7.8243847 2.6378652 8.4749596 8.7977286 9.9902688 TCGA-BP-4982 42 0 NA 1014 kidney stage i t1b nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.0156046 8.6057591 10.1510527 8.6323762 9.4762429 8.1979995 8.0002541 9.6112211 7.4054181 12.9726963 10.4320358 -0.3111483 11.5639938 10.3694872 8.2137526 NA 4.4258487 11.5641219 8.0062969 10.1003955 7.3613096 7.7621335 10.8997587 9.3470960 11.4384020 3.7763462 9.4031299 NA NA 10.3899020 7.9177032 8.6047637 9.2637934 10.1636044 8.4973126 8.4426582 9.2769744 11.7072087 9.5674464 9.6522622 12.2608740 2.6274901 11.5136550 11.4781464 9.7332786 8.4746092 10.0918964 0.1039340 2.4258621 4.2738441 -0.8962003 8.1913850 13.1368286 8.6284638 12.4262022 8.3182409 8.9835053 4.6117154 6.6508162 10.5748349 11.5050681 10.2134261 11.6421691 10.0141898 8.7930463 10.3339424 6.2383474 5.6117154 -0.3111483 0.1039340 9.3357432 13.6737479 10.1489990 10.7019745 10.0628370 8.4789613 10.6733029 7.6832382 9.7425343 14.1018732 8.7630258 5.2536679 10.4560785 10.0171853 9.6546688 11.6523827 12.3167983 10.6097335 10.1376891 8.7730106 3.7672628 10.9372074 9.0435012 11.2178269 9.6841805 7.5154326 -0.8962003 9.0610239 11.4534796 10.4426694 8.4966365 11.4454408 9.1700112 11.2867818 9.2813415 10.3791735 11.1404390 9.1496816 8.3590331 5.4168060 6.9525444 10.7163297 -1.8959318 10.0490000 8.9949462 7.9619028 12.4795045 9.7309997 9.0754655 10.7405466 9.9466651 9.6313990 10.3826414 8.6215915 10.5372466 8.1686646 3.3518544 11.5153005 9.6087409 2.4962322 7.8181674 4.4076994 10.7998027 7.2838310 9.9812176 6.2477643 5.3707083 NA 0.4258889 10.6493691 10.5106585 11.3261131 11.2239978 8.4179386 9.4988775 5.1393262 12.4402193 10.3521461 11.8178454 8.9209057 10.1189884 12.0683531 -0.3111483 7.7816417 1.1039340 NA 9.9957057 9.9669466 8.7860386 8.6898233 9.1960183 14.4314395 14.8271562 2.2738441 11.6267486 12.3679246 9.9189048 -0.3111483 4.9589169 1.1039340 -0.8962003 8.2912739 14.4413522 9.1503639 9.4359586 12.1300131 NA 8.9312647 8.9226079 9.0085566 9.8263025 7.9941860 11.3012922 10.2202659 11.1354509 9.9907616 10.0996890 11.2006371 8.4581712 5.7614183 8.3229813 9.5432333 0.00152000 -0.00115100 0.01502300 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8.200637 9.533329 11.860582 7.525987 8.331538 6.692636 7.949412 8.130445 8.900773 11.832374 9.676622 4.974286 8.371879 9.814298 10.888966 7.716791 13.085935 12.217257 9.136656 11.890984 2.747774 6.607748 6.992665 10.217339 11.170684 10.6060079 10.9274882 7.4393123 0.4258889 10.1513867 9.2460289 5.3423272 11.1875675 5.7692587 9.9692687 9.6141916 6.0754663 6.9865645 10.5419340 7.6097335 13.3019065 9.7080118 10.5515218 13.2340500 12.9240012 8.4156704 9.6112211 9.8663041 7.1011017 9.2688288 8.8754115 5.4962386 5.6196214 12.8604261 8.8999617 9.8987439 5.7904228 4.3893259 10.1210784 10.2856954 13.3926799 10.3867208 12.2608740 9.9572315 8.3881676 6.1262336 9.7450706 10.9227038 15.8362616 11.6421691 12.1481453 13.3176337 11.2680432 1.9112697 10.6888844 10.3633710 10.3878784 9.5740724 9.6546688 8.0198014 9.6851225 13.1015425 11.0767223 11.6895875 4.1039256 5.7332784 7.6718779 13.5361483 11.2227009 12.7729177 6.9241011 NA -0.8962003 9.7540761 12.6320708 11.5482135 7.6527439 11.2011311 11.394229 13.328715 11.312461 10.270085 7.288797 11.600152 9.941944 7.291274 10.907246 14.183901 6.058117 7.615675 13.223045 8.273847 11.828542 10.806528 1.911270 13.902267 6.424227 6.487626 8.928507 10.614933 9.529662 10.045703 8.144212 8.934635 7.419071 12.496105 9.980439 10.697546 9.988474 10.336942 9.916099 11.867860 3.103917 10.046070 9.397394 13.004905 9.368365 8.647920 10.062837 9.279690 12.762914 4.425849 8.779879 6.337542 11.453480 10.518607 11.254304 12.479504 10.717711 10.254304 10.537247 10.748004 11.121839 6.911277 9.553586 9.476243 3.103917 7.611043 -1.895932 11.063199 11.367037 9.968108 5.733278 8.931265 8.112350 10.342327 TCGA-BP-4983 67 0 NA 1413 kidney stage iii t3a nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 69.49.0 NA NA 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.43740753 3.47977380 8.40979271 7.96870768 11.65802194 9.82070105 12.65469776 5.81041740 10.72424405 7.32716188 4.62520034 10.29452449 8.77967373 7.72539694 12.33850662 NA 6.21673810 -1.56447808 NA 10.63136525 9.64117118 7.38082207 5.16329745 9.32640207 9.64604922 10.73429970 12.18315135 10.91742959 8.28868754 9.31878501 12.15198309 11.19026545 7.01657878 12.50516334 5.68330626 9.66179021 11.28615083 3.47977380 11.90400198 9.95746905 11.00143198 10.28086795 7.30882227 3.79292821 10.18602631 8.57201045 8.66659897 8.04270835 1.02034218 11.02783497 9.75617850 0.02034218 6.99761985 9.69374376 -0.56469145 7.83625743 7.37201617 2.82769710 13.46834057 12.81989191 11.09648799 8.50818063 15.96905748 6.61030290 8.00523379 5.40116283 9.66659914 7.06108708 8.10071384 2.17954290 10.07109601 9.81908216 8.93621979 9.70508907 9.68093069 7.96089856 7.03156723 7.57236902 13.83258462 11.46051753 -1.56447808 12.09023769 11.92373528 7.44939877 0.43541524 11.32962729 9.02034051 8.73687407 9.81962204 8.66419659 10.14489260 12.19016108 9.83679077 8.33222502 1.02034218 8.69512109 1.89479837 -0.56469145 10.03389579 4.91111151 8.14618425 9.68330538 10.72798714 9.24835741 11.70859076 8.81041740 12.03558937 9.55626386 10.07517079 14.81761356 5.02034218 11.45886201 11.17810845 10.01751999 9.69629747 10.50113069 -1.56447808 1.24275492 2.68331468 -0.56469145 5.52284043 13.47571048 3.29335577 1.43536190 8.98900727 9.31035921 5.97453620 6.38374576 10.78216871 10.76377240 10.23587350 11.31323718 9.16159599 9.65272991 10.11045290 2.43538857 1.43536190 5.03528959 -1.56447808 11.70786196 15.33207694 5.38957369 3.43537523 9.87780313 4.68330345 10.32259857 8.95107777 8.25472678 7.61279774 6.53341072 6.23627830 9.20845117 9.48045498 8.52813526 10.65091091 15.43848954 12.87709017 9.25555691 9.09448179 2.85760286 11.59745450 10.04132034 8.50549877 10.21837615 9.46328404 7.18692242 8.04270835 10.62828714 5.49196210 6.99418143 11.50700788 7.70450474 11.14510800 4.07923302 9.75561434 12.20283826 10.37789245 9.00808766 5.69276473 8.70099311 10.43326307 -0.56469145 11.23303949 7.94118967 7.44100284 11.92510049 10.73801691 8.11661636 10.08193661 10.32297941 8.36463634 10.75666348 8.74939482 10.30766804 5.87832072 1.89479837 10.88839128 4.82769710 3.02034218 8.07923409 3.82769710 9.94811839 2.82769710 11.46194635 8.37847868 5.69276473 -1.56447808 3.19026718 11.22185177 10.29840263 11.35554469 11.56288873 8.55302099 9.03969964 5.63955922 9.77020995 10.11485800 11.64300240 8.66539846 9.54520853 10.56659181 -1.56447808 9.09893612 -0.56469145 NA 10.40296450 9.11837245 10.16627257 9.08822297 9.61901329 12.70800772 11.13169352 6.01280776 9.69570940 9.40188342 10.07200260 NA 2.56878610 2.24272444 NA 7.59272462 13.87091799 9.66659914 8.59272499 12.04524924 NA 8.61404281 9.61639979 9.51352884 8.74143968 7.74826062 11.06882731 9.84741852 11.45270837 9.67289273 7.26510023 10.71324653 9.59335639 4.19026718 7.88658916 10.26866340 -0.00844510 0.01079400 0.02692900 0.35625000 0.36247000 0.41445000 -0.08440100 0.09477500 0.05664900 0.03551700 0.03551700 0.03551700 0.03551700 0.00457350 -0.56555000 -0.00844510 0.01079400 -0.23139000 -0.12939000 -0.12939000 0.07900800 -0.03339800 0.20808000 -0.16892000 -0.16892000 -0.19663000 -0.10513000 -0.02918100 -0.08440100 -0.02740400 -0.15880000 0.13568000 0.13568000 -0.15333000 -0.00014516 -0.01959500 0.05664900 0.03551700 0.000 0.000 0.000 0.000 0.183 0.183 0.132 -0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.120 -0.224 0.000 0.000 0.000 -0.129 0.000 0.000 0.000 0.208 0.208 -0.169 -0.169 0.362 0.362 -0.197 0.218 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.183 0.183 0.132 -0.169 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.120 0.120 -0.224 0.000 0.000 0.000 -0.129 0.000 0.000 0.000 0.208 0.208 -0.169 -0.169 0.362 0.362 -0.197 0.218 0.000 0.000 0.000 0.000 8.104263 11.591303 9.482502 8.263514 10.394293 10.555940 4.135814 9.554968 10.582265 4.894808 9.199420 3.757311 8.906037 14.172889 9.457052 9.501467 5.757306 6.506840 9.831983 7.814756 8.711502 11.403145 8.416945 9.307283 9.886589 10.455663 7.929234 4.107805 12.372844 5.989968 11.564779 2.522834 6.600285 7.549120 2.757301 11.277728 10.4469547 10.5034844 8.2216475 NA 9.7437169 7.7951273 5.6927647 11.3549862 7.5228404 11.1743147 10.1002696 7.8341215 7.1666974 10.3426442 5.9822726 13.6272468 10.9214587 10.2654970 13.2367832 12.8738313 8.1598920 9.1078032 9.1624475 10.6208728 9.6015411 9.6105157 7.5068399 6.6301346 13.5788010 6.1288646 6.8824609 7.9252257 7.2297936 11.0569720 9.2387018 13.7122657 9.9362198 14.8176136 9.6319800 7.1902652 5.0640076 10.2972403 11.7996494 16.9486622 11.3132372 13.3850223 14.0521852 11.4560107 4.5646586 11.6267457 7.5543187 12.5642584 9.3989965 8.5281353 8.0647347 10.3516306 12.3699903 12.3633410 12.4138203 0.7572793 9.1271215 3.7573113 13.9087292 10.9032382 12.6110834 6.4577453 -0.5646914 -1.5644781 12.7791189 13.5017195 11.6410124 6.3895737 10.2555569 11.1789501 11.2033555 10.7242440 10.2945245 9.1349504 8.5360405 10.3026567 6.3422685 10.0542223 12.9926735 7.0165788 5.6927647 12.4587719 8.7618075 11.5249939 10.5781232 3.0203422 12.4847160 9.4103875 8.5517217 7.0000992 9.3668542 8.6040502 9.4940461 7.6785523 8.8362574 7.6927661 11.1332143 10.2118109 8.7402995 10.6785519 10.4371379 10.3176388 9.0747187 6.8741699 10.8858160 4.2167342 11.7299671 9.2507612 3.6833034 9.8778031 9.6076116 12.0009561 9.3557308 6.9706535 4.2682697 10.6282871 10.7202020 10.3979125 11.9251005 10.2859555 10.4205083 10.3076680 11.9786515 10.7478383 6.5334107 9.5148628 10.8405194 4.2933558 0.4354152 0.4354152 11.4174802 11.3877606 9.2879074 4.7391568 8.6140428 6.7161486 10.3456459 TCGA-BP-4985 72 1 952 NA kidney stage iii t3a n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 3 NA 2 4 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.3007635 8.1900162 13.4879571 9.1772212 9.7400263 0.6354294 2.7447854 1.8053337 10.1035425 6.4996131 11.1677835 9.3505315 12.7213149 7.2501373 10.2806357 7.2203899 5.2203919 10.1784594 7.6798214 9.6276579 10.9138770 -0.3645706 5.4036120 -1.3647564 NA 10.1282822 9.2138002 7.4777777 4.4427843 10.5294875 9.5065627 9.9063069 10.6839144 11.0139934 8.4698986 6.8880930 2.8833471 10.1565372 7.6354279 10.0485265 3.4934040 10.1550639 11.5169239 3.2792781 10.4044389 10.5003875 10.6442063 10.8190629 7.7175764 9.4265904 10.4705740 10.1553094 7.4902957 8.0989522 6.9573551 9.4762055 9.1050694 0.9573203 5.7647097 9.5256919 0.9573203 8.6619509 10.5215051 5.1432220 10.5572760 12.7487628 11.1053237 9.3488140 16.1063088 8.4965143 8.1919337 5.3496731 8.8066044 7.5393093 8.5165416 1.8053337 10.2147435 9.7215637 9.6076895 9.4675265 10.1456972 7.6660947 7.4135044 7.2464527 13.1661387 11.5319492 3.5896197 11.5761082 11.2104917 7.9641023 0.6354294 9.8059786 9.1402464 7.1745862 9.8040997 8.2954237 9.8684480 11.4227180 9.5624647 8.7573623 3.2792781 8.6226917 9.8827618 NA 10.0255965 5.2501392 9.2482960 9.8803860 10.2994304 8.9528402 11.1995771 8.4249611 12.4748420 9.5939802 9.1745864 15.1960589 2.6354294 11.3872896 11.4151469 10.7930903 5.9208292 10.3539605 -0.3645706 7.7724188 3.6798179 -0.3645706 7.6961232 14.4272772 4.0616898 4.5896257 9.3522470 10.3380331 3.4427843 6.3903152 10.1823220 11.3971866 9.3650484 12.0019083 8.7215637 8.7189068 11.2884965 5.5057925 0.2203300 4.9929814 -0.3645706 10.4856144 14.3638530 10.4945740 3.6354294 9.0093802 7.9392084 9.7883461 8.4265906 9.7614673 5.1589913 9.0948591 6.8301843 10.6755837 9.9635415 9.2482960 11.6930809 13.4323290 12.6740037 8.7215637 9.0771164 4.2299724 11.8425945 9.9039696 10.1357715 9.7550172 4.6798235 1.9573575 8.9138770 11.0347055 7.5597350 5.8613574 11.7921427 8.2574793 11.8244799 10.0389722 10.0845762 12.3468795 10.4411715 9.2987188 5.3496731 10.2882725 11.4320756 NA 14.3512823 8.5302452 7.3289145 12.2808608 8.9584822 7.8642462 10.4965145 9.9004566 9.4603863 10.2439504 9.6845954 9.7896127 9.6319011 6.8203028 10.7075602 8.7927744 3.3358691 10.1818398 5.1900182 10.2625054 5.6012122 10.5062007 6.4576485 5.2792856 4.1900143 2.3358548 10.2274174 10.3505316 11.1489084 10.8314148 8.5954294 7.5567329 5.5822760 11.7687304 10.6431557 9.9121335 8.6055336 10.2213290 11.3971866 0.2203300 8.7595490 -1.3647564 -1.3647564 9.6354276 8.9150380 10.3166660 9.2693310 9.3479546 13.5893512 12.7124101 4.0277468 11.2017195 9.6389456 10.3730974 0.2203300 3.9208268 -0.3645706 1.6354294 7.0191314 13.9804169 7.6410525 8.5837947 12.3472021 NA 8.3271709 9.9971576 9.8233981 8.0700560 7.6127078 11.9612951 9.6994966 11.6244672 8.9311964 7.3936504 10.3894799 8.3201764 3.5896197 7.7360900 10.4472036 0.0000000 0.1441000 0.4527500 0.4314200 0.1052600 0.1339100 -0.1519500 0.1858600 -0.4496400 -0.0151910 -0.0341440 -0.0341440 -0.0886390 -0.1318600 -0.7393200 0.0000000 0.1680500 -0.4807100 -0.4807100 -0.4807100 -0.4807100 -0.1869700 0.4927900 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5.8738329 8.7715086 9.5011609 8.7788108 9.9841557 7.9641023 8.8460990 5.4036120 10.7088997 8.6770868 10.2123843 9.9775022 10.2217983 9.4840505 10.8931101 1.2203919 10.3483844 5.8642456 12.0118352 9.5370487 6.4363268 9.0093802 9.5539405 12.9368523 5.3219281 7.0658803 5.5302456 11.0347055 10.4098028 11.0580180 12.2808608 10.7698539 9.3376003 9.7896127 10.5705926 10.3249321 4.9392078 9.1060865 9.0866386 1.6354294 -0.3645706 NA 10.5542908 10.4030948 9.4027844 1.6354294 8.3271709 7.9346356 9.7608410 TCGA-BP-4986 75 0 NA 785 kidney stage i t1a n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 69.49.0 NA NA 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.1546910 8.0437694 12.7783798 9.0190636 6.8755331 10.0365716 9.4642488 12.2264950 7.3717662 8.2858165 5.5630635 11.1196585 10.5169569 11.4231577 12.2580542 9.9745619 9.8669648 10.4655482 10.4210458 11.0958951 7.6915391 9.6208265 9.8390067 -0.6943213 -0.6943213 -0.1093588 10.3356543 10.2641862 9.6349127 3.0605662 9.0722058 7.7610040 10.8179235 TCGA-BP-4987 41 0 NA 1124 kidney stage i t1b nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 69.49.0 NA NA 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.073068 2.402313 11.130828 9.438966 10.541859 9.359922 9.207388 8.001345 9.674045 12.928749 10.740585 11.548912 1.899794 5.965897 6.484770 14.164076 11.187712 12.540730 7.880899 -1.685014 NA 10.770942 12.425246 11.509362 7.361968 11.139207 11.399321 13.131878 11.266312 10.415179 7.326072 11.869194 9.626025 6.001345 10.729794 14.163605 5.681168 7.046164 13.070378 8.819664 11.769530 10.713856 2.899814 12.948918 6.733540 6.233708 7.433578 10.391660 9.709308 10.337559 9.375541 8.996083 6.645762 12.919456 9.830052 10.166984 10.310259 10.353421 9.563958 11.027802 2.899814 10.092922 4.292126 13.081079 9.294984 6.798661 9.795130 9.294963 12.440420 3.707160 9.204349 5.348268 11.061989 10.363672 10.924254 13.045580 10.907769 9.993885 10.367413 10.644361 11.219592 5.806698 9.627728 9.957799 2.484783 1.122209 -1.685014 9.793109 12.256616 9.831037 4.524296 8.529164 7.989037 10.341368 TCGA-BP-4988 72 1 828 NA kidney stage i t1a n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma 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0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1.075072e-06 3.81477e-07 11.1326034 9.4272695 10.4330518 8.7387304 9.7136121 7.8137812 11.0770618 -1.1177874 6.7940571 5.4058665 10.8588691 10.0390201 11.4183093 8.9143507 12.1533302 8.1815131 12.0830503 8.6620242 3.6896570 10.7348345 11.1809404 9.1151337 12.9348322 -1.1177874 7.4483592 2.2042346 -1.1177874 10.8531299 11.4469308 8.0012460 5.7771225 8.5547304 9.7167761 11.5663961 11.0298279 10.4993131 9.9510833 7.3620850 9.6628448 10.2906347 7.1723235 10.8652985 2.6896570 9.9025905 11.2393070 4.0115851 10.8524108 10.1561005 11.1132261 9.6488339 8.0893191 6.5261612 10.4657216 8.3273200 8.5025247 4.3417367 1.6896570 10.3422488 9.4877846 2.3417296 9.7324917 8.7088535 7.4635056 11.4993132 9.1207096 6.7464915 10.0138790 10.2486272 11.3843909 9.6330119 14.5185614 8.2874464 8.0345899 6.7024844 10.9647867 7.4483592 8.3396857 3.9051198 8.0038383 10.9624563 8.9999482 10.0745978 8.8394069 8.4039055 9.0115879 7.0269627 12.2969902 10.7317100 2.0522420 11.6858307 10.2380415 7.9537675 -1.1177874 6.7526697 9.5270625 9.4243696 10.3355756 7.4672673 7.7056725 11.6176494 8.8610155 9.9721063 4.8595870 8.5913888 1.2042033 8.0721294 9.8516914 8.5369411 9.1373334 10.0776772 10.7211149 8.3022651 9.5626645 9.0409146 11.3412344 9.5458630 9.6992886 11.2081725 1.6896570 12.4641728 11.0453256 9.5198355 9.9744014 10.2789097 -0.1176308 4.0115851 6.0218572 -1.1177874 7.5369411 13.9641212 5.1860845 9.3620852 9.1849438 9.3169331 4.6371929 8.6488339 9.9710931 10.7824170 9.6669398 10.9289174 12.0494094 9.1860858 10.5844777 6.0622146 3.5827487 1.8822909 -1.1177874 10.8022856 13.4954038 8.6102254 10.0224957 10.1075124 8.1607543 11.5150730 8.0572304 10.0460678 6.6504889 7.9724175 5.6504889 11.0800285 8.5792726 8.3620854 10.9554424 12.1733317 10.5744845 8.2529922 9.2506369 4.3132604 10.5986957 8.7921981 9.6504892 10.3174543 7.6896598 NA 7.4175800 11.1823714 9.7027552 6.6183679 10.4043960 9.4831471 10.8419447 7.6928763 10.0708938 11.1443998 9.4942520 9.0587524 4.9483953 8.0396517 10.4097820 2.0522420 8.0572304 8.7324917 6.8480896 12.4069691 10.2143415 8.9483941 10.7891956 11.4105148 9.1734758 10.2909213 8.5225498 10.6517296 5.5116610 2.2042346 11.1150257 9.0609699 3.7891971 6.3580375 4.2303260 9.8137812 6.7402854 10.1962083 8.3698839 7.2660097 0.4672795 2.0522420 10.8642289 10.6779388 11.2160194 13.2316553 7.5652994 9.6025493 6.1063064 11.4368938 10.7120277 10.5463077 8.6421932 9.6984887 11.6852252 0.4672795 8.8963254 1.2042033 2.7891867 10.4896353 8.4464543 8.9737404 9.1826575 9.8459236 12.8560023 13.4687343 7.4136863 10.4267865 10.3514380 10.1248837 0.4672795 9.1187856 2.6896570 -0.1176308 7.9321533 14.7833368 11.0877928 8.2199269 11.9819815 NA 9.8350463 8.5060584 8.9973486 9.7778803 7.6068190 10.4663279 10.5909578 10.5784032 10.3883893 8.0320523 11.2224332 9.3781600 6.0700522 9.9962880 10.4068467 -0.01574100 0.03284500 -0.09793800 0.16775000 0.01056400 -0.01367700 -0.02938700 0.03690500 0.02862200 0.06895200 0.03840500 0.03840500 0.06888200 -0.01574100 -0.01574100 -0.02690600 0.03284500 -0.06330100 -0.09793800 -0.09793800 -0.09793800 0.03072700 0.16775000 -0.02629000 -0.00622540 -0.01630600 -0.00498440 -0.00498440 -0.02938700 -0.01821600 -0.01821600 0.03594700 0.03594700 0.00000000 0.03302900 -0.00097017 0.02862200 0.06895200 0.000 0.000 0.000 0.000 0.280 0.280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.168 0.168 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.280 0.280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.168 0.168 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.3661211 11.0993539 9.2497198 10.4710196 10.5511899 0.4672795 4.9697675 10.0966241 10.5134821 2.7891867 7.4822174 6.2398563 9.6620242 13.5012639 9.2724740 8.9321536 6.7402854 8.0990506 9.7511276 9.0646994 8.8204142 10.8777188 4.9266969 8.1278577 9.0616917 10.1195149 8.8262850 9.0941933 11.8262849 8.4616210 11.3285095 4.7891971 6.8935321 8.0966240 6.2486278 10.5378356 10.7068660 10.5749204 8.5476407 -1.1177874 11.5082420 8.2310330 7.0218561 10.9157279 6.3741579 9.5198355 10.5784032 7.6304979 10.3989899 9.7395084 8.6653032 12.1466009 10.3179752 10.3701450 13.9491089 12.8373191 7.9184787 8.9986488 9.5476409 9.3641044 9.7016858 9.4058669 6.0721294 6.8248200 12.6362529 9.3970189 7.9212239 6.8823056 3.4672664 10.1877967 9.0434369 13.3001575 11.9619564 11.2081725 9.7379522 8.5351498 8.7468163 10.3407116 11.4117355 14.1696927 10.9289174 11.6136240 13.0276799 10.6246144 3.9697675 11.8635155 8.8837131 11.2011302 9.8386811 8.3620854 9.0459546 9.8851199 12.2108396 11.6609981 11.0899294 6.8823056 8.3127577 6.6304972 13.6740875 10.0566066 13.5578210 6.5116610 -0.1176308 -1.1177874 11.5168891 12.4237646 11.2257017 7.1997175 10.4752291 11.369643 12.169296 12.083050 10.734834 8.021856 11.155226 12.534141 9.903285 10.334546 12.519695 7.172323 7.130233 12.617255 8.384142 11.510295 11.110823 2.052242 12.631755 9.356589 9.396033 8.605830 10.474762 7.893532 9.515300 7.511662 9.431945 5.926699 11.957283 10.230480 8.887929 10.777880 10.891434 9.580141 11.608736 7.536941 10.116524 7.295933 13.494110 7.511662 7.918479 10.107512 10.600204 12.480357 11.780906 8.574049 7.471020 11.182371 11.045326 10.535598 12.406969 9.925332 10.401450 10.651730 10.744555 10.655856 8.568805 10.202541 11.125181 11.373657 7.492923 3.130239 11.930110 12.567987 8.859585 4.130231 9.835046 7.683205 10.434974 TCGA-BP-4989 58 0 NA 118 kidney stage iii t3a n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 3 NA 2 4 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.5975062 11.6399939 NA 3.5760867 7.1834915 9.1653919 8.8217325 11.0303307 8.3258060 12.4959217 9.9558038 11.5307552 8.0021613 5.3102856 10.3068117 9.6899954 7.7971959 12.4674753 NA 5.8766299 -0.3902450 0.6098495 10.1782753 10.1634734 7.6542379 4.8386644 8.5479533 9.4451051 10.9286694 11.9850193 10.2116149 9.3386149 7.4042603 12.9756881 10.3772010 8.2698401 12.2982037 8.2171745 11.0040388 10.2818274 4.3102819 11.2577522 9.9848835 11.1506987 10.6161702 7.6624120 5.6651255 10.0661678 8.2822693 8.4075057 8.1720864 4.0361077 10.2959069 9.5763496 0.6098495 8.0361088 9.0589929 0.6098495 11.1106860 9.7190219 4.3912041 10.7890472 12.3991740 10.9654705 9.7124759 14.2787845 8.5182369 7.6266523 5.9848832 10.1081947 7.7519510 8.7493955 3.9099651 8.7026011 10.2734022 9.2902037 9.7564127 9.1245582 8.4107439 8.8290126 7.3275203 12.6844037 11.0956734 NA 11.6943204 11.3038080 7.6759330 -0.3902450 3.8193003 10.8935113 8.6418899 9.5516254 8.5107108 9.1314447 11.0053782 8.6363676 10.0310989 2.9317776 8.0936600 -1.3902450 NA 10.2989685 7.3680673 8.6322119 10.2213301 10.1215967 8.1156555 10.6101963 9.4600309 11.6982481 9.3730565 9.5353986 12.3934563 4.9136267 11.6893923 11.2426122 9.8842223 8.3928425 10.0096561 0.1948435 5.9407611 7.0149857 NA 6.8672318 13.6793358 7.3137474 12.5320568 10.0569273 9.9210248 5.8192978 6.9892230 9.7261880 10.7193483 11.1029490 11.3441177 10.1001936 10.1763739 10.6556038 5.5167338 4.2245574 3.0021624 0.1948435 10.8473528 13.7857445 9.5892693 11.4982069 9.7841457 8.2518956 11.0597665 8.7709760 9.8729900 4.1644323 8.8326391 7.0486362 10.5167046 9.3546780 8.6487631 11.5002984 11.3831894 11.5678530 9.5353986 9.4786281 3.4156505 11.9566348 9.3154766 9.8332426 10.3081146 9.5391026 1.1947805 7.8952463 10.9064736 6.0434714 6.1648164 10.7426651 8.6973071 11.3603418 8.6705401 10.1392747 11.6117800 10.3912038 8.2849545 6.5046617 6.8859684 10.3454001 0.9317587 8.2555026 7.4832886 7.4647124 11.9720619 10.3697323 8.4740304 10.8192975 11.5326143 8.9739788 10.5562789 8.8836398 10.3249482 7.9935481 2.7797640 10.8589576 9.6453306 3.5640367 6.8144158 4.4171977 10.2157866 4.7797692 9.6652757 6.9168623 6.8241632 -1.3902450 3.0021624 11.0319089 10.2231732 11.2261632 12.1329159 7.0976845 10.0339894 6.1000925 11.2006650 10.6722276 10.8675266 8.6866598 9.8917741 12.0606687 -0.3902450 8.4363926 2.6098495 0.1948435 10.3601324 7.9021659 9.5842586 8.9563579 10.0250577 12.7614949 13.7816464 -1.3902450 11.1744700 11.7180418 10.0764304 0.6098495 5.1016963 2.3102819 3.0692725 8.0213554 14.3420115 9.9875969 8.3085488 11.9996099 NA 9.0651713 8.8886538 9.6432671 9.8410653 7.8811672 11.0911390 10.1270214 11.7543430 10.3800744 5.6973068 10.9136249 9.3275205 5.3621928 9.6313586 11.0543414 -0.0044874 0.4106300 -0.0287840 1.2105000 0.7836900 -0.0089906 0.0088920 0.0449250 0.0542330 0.1395400 0.1260500 0.1260500 0.1150400 -0.4280000 0.0146090 -0.0157980 0.5227500 -0.4635500 -0.4635500 -0.4635500 -0.4635500 0.3336900 1.2322000 -0.0180780 -0.0180780 0.0291840 0.0027745 -0.0073537 -0.0114730 -0.0376070 0.0051359 -0.0160170 -0.0252420 -0.4567200 0.4580300 0.0107030 0.0542330 0.1395400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.457 0.000 0.458 0.458 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.411 0.411 -0.447 0.000 0.356 0.356 1.232 0.000 0.000 0.000 0.784 0.784 0.000 0.000 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.457 0.000 0.458 0.458 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.411 0.411 -0.447 0.000 0.356 0.356 1.232 0.000 0.000 0.000 0.784 0.784 0.000 0.000 0.000 0.000 0.126 0.126 7.8192978 10.9927383 9.2680556 10.9563579 9.8595502 0.1948435 3.9317681 9.7436286 10.5597729 3.0692725 8.4348029 4.1948041 9.1363434 14.6376422 9.4123605 9.4654913 6.0192349 8.0234722 10.0579605 8.5001085 7.0569270 10.4701552 9.1275136 8.5871242 9.3546780 10.0636291 7.2644801 5.8766299 11.1884527 7.7078761 11.9243735 5.1490032 6.9892230 7.8695877 9.0631149 10.9886809 9.869587 10.554556 8.305072 NA 10.313748 8.772235 5.759590 10.473256 5.976167 9.508445 10.131935 6.467826 7.971788 10.026114 6.364732 12.651931 10.848547 10.592481 13.640210 12.824391 7.984884 9.253700 9.868410 8.543535 9.705900 9.750035 7.675933 5.749395 12.828483 8.025586 8.392842 5.268056 1.931759 10.175898 8.854208 13.319466 10.873993 12.393456 9.115656 7.741701 7.617965 8.838663 10.899863 14.240538 11.344118 11.580489 13.528288 11.279615 1.779764 11.270063 9.465491 11.429225 9.528707 8.648763 8.575628 9.890615 12.290533 12.273180 11.415588 4.467827 7.129481 4.253702 13.493650 10.686660 13.022017 6.637751 -1.390245 -1.390245 9.927822 12.734289 11.368072 7.371395 10.591055 11.284919 12.060926 11.530755 10.306812 9.616871 10.406289 11.758003 6.179700 10.646361 13.412515 8.269840 6.643267 12.244828 8.513726 11.948302 10.554190 2.194812 13.036043 8.102418 8.125544 9.474951 10.096176 8.158666 9.172086 6.980531 9.047076 7.883640 11.971925 10.657650 9.110686 10.563677 10.563677 9.248280 10.954972 6.881307 10.789131 8.224554 12.608998 8.361388 6.486360 9.784146 10.075334 12.619935 7.802137 8.854208 6.430023 10.906474 10.495540 11.041342 11.972062 10.628392 9.271622 10.324948 10.584617 10.767030 7.202301 9.774123 9.608434 6.621072 3.310282 1.779764 11.109939 11.792822 8.920457 5.149003 9.065171 8.150941 9.938519 TCGA-BP-4991 54 0 NA 1413 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8557878 2.7820520 10.3970512 11.4607261 1.8889672 10.9544858 9.8452459 10.0510051 10.2281873 8.1314670 -1.9181150 10.4261530 9.2460729 7.9176686 5.6665805 -0.9183877 10.1321474 9.4164505 1.4035404 6.2812902 9.0130948 3.2910731 10.5822115 10.0531621 7.4501250 12.2889136 13.0082388 11.0502853 10.7418373 15.3688980 9.0914470 10.1842504 5.6590483 9.7041279 7.8112392 7.5933710 2.1163648 9.3594871 10.0090113 8.8213990 9.2843545 9.1914491 7.6833891 9.2831298 7.4910097 12.7279522 10.4460269 -0.9183877 11.7359189 10.4331597 8.2788351 NA 4.4391710 11.2173279 8.3354658 10.3047152 7.7975805 7.5348888 10.9308282 9.3922313 10.7149045 4.6963277 9.2128324 -1.9181150 -1.9181150 10.2465254 6.1584340 8.9121337 9.5261158 10.2490366 8.3967683 8.6275485 9.1644328 11.3976299 9.7118856 9.6764097 12.4884214 -1.9181150 11.6985625 11.4043917 9.5908988 8.0108772 10.3074285 0.4035950 2.2515373 6.0474032 NA 8.2005598 13.2495854 8.8498029 12.5345676 7.9129259 8.7227672 4.1260147 6.6703333 11.2863425 11.4430141 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11.298295 10.276375 1.888967 9.419798 7.614948 10.272678 TCGA-BP-4992 66 0 NA 501 kidney stage i t1b nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 3 NA 2 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.519240 7.604300 5.116855 4.029391 10.861754 10.929474 8.342275 10.144869 9.405879 8.251784 7.862282 6.624338 13.307551 10.787060 5.573711 11.155236 10.306563 7.547717 -0.555545 5.836747 10.340762 10.980676 9.647777 8.165529 6.836747 12.037820 8.392797 10.594710 4.398624 8.430271 -0.555545 -0.555545 9.669637 7.073786 9.300855 11.140527 10.591634 8.515891 10.456355 8.606820 11.017158 9.984557 9.382539 11.637647 1.029418 12.466214 11.187581 9.238845 10.484034 10.455657 1.766341 5.573711 7.720553 1.029418 9.139658 13.520243 6.766358 11.509845 10.712386 10.750491 4.144870 7.629305 9.810751 10.410213 10.000935 10.682177 11.438075 8.899757 10.793157 4.729830 3.614356 -0.555545 -0.555545 11.336593 13.558985 9.644102 11.753053 9.354322 6.944275 11.831639 8.881141 10.798541 7.029392 8.372207 8.215919 10.714596 8.458450 7.505125 10.973372 11.617482 11.319795 8.258210 9.346352 4.291427 12.016656 8.513208 9.773104 9.916104 11.156526 -0.555545 6.477852 10.622472 8.773441 6.873794 9.829213 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10.438783 6.277319 11.545676 5.277319 7.232332 7.952224 6.845308 10.118621 9.897700 10.049909 9.036886 0.444455 11.082413 8.317873 7.185896 10.104425 3.836742 9.099065 10.225789 8.137916 6.975810 9.071963 6.720553 11.552627 11.423497 9.646553 13.904501 12.904117 7.558171 8.745925 8.685220 7.599247 10.372207 9.185896 7.488823 4.144870 12.295593 8.868595 6.766358 5.302410 2.766362 9.311708 7.158674 13.640724 11.311708 11.637647 10.083770 7.165528 8.589954 9.212614 11.489165 14.354135 10.682177 10.616857 12.129397 10.592270 3.251780 12.234778 7.521245 11.494958 9.324012 7.505125 9.141397 9.777585 11.558171 11.199317 10.378857 3.444429 8.333172 4.801981 13.975064 9.116855 13.418037 9.748210 0.444455 0.444455 9.766357 11.993973 11.093191 6.975810 10.521245 12.284224 11.735600 11.257401 10.750491 8.477852 11.097722 12.354322 7.466797 10.118621 14.166215 7.895640 5.327073 11.833195 7.748210 11.182521 10.957170 3.967989 13.500559 8.370043 7.975811 8.483540 9.739050 7.014285 9.066481 6.845308 9.250173 5.351321 12.550338 11.173625 7.899756 10.913562 10.783722 8.670841 11.263011 5.887372 10.449352 7.583981 12.784008 6.895641 7.006672 9.354322 10.680485 11.913308 7.466797 8.895640 3.766362 10.622472 10.464715 10.531229 11.878275 9.250173 9.805276 10.132680 11.328600 10.719390 6.720553 10.251784 10.523914 3.766362 2.029382 4.573714 11.359562 13.343959 7.841034 4.302407 9.125668 7.748210 9.600512 TCGA-BP-4993 58 0 NA 177 kidney stage i t1a nx m0 19-3-2015 male 2007 177 NA NA kidney clear cell renal carcinoma yes NA NA white NA 68.55.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.2883516 12.1660959 9.5627549 10.1822791 4.3350687 6.8818114 10.7158899 10.6208331 9.4057941 11.6589045 8.9468887 7.8938639 11.0730942 6.5874550 5.9755247 0.2475630 0.2475630 8.7314212 13.9301245 9.2837790 9.9749586 9.7711674 7.6738701 9.7280589 8.1464587 10.3451503 12.1862048 9.4740176 6.8425515 10.0197989 9.9463101 9.0762707 11.1182269 12.6228258 11.4675805 8.8437951 9.1174356 3.0307069 11.7376205 9.2056748 9.9111635 8.9538135 9.0506600 -1.3375210 7.7097669 11.5414601 10.9092053 8.0078929 11.4913744 8.9153082 11.0875964 8.1424231 10.1773569 11.3096515 9.8932638 8.6651625 4.6626442 7.0069387 10.2253623 -1.3375210 9.8714868 8.9777925 7.0889080 12.8403738 9.9170810 9.2447848 11.1869397 9.3570008 10.1123074 10.9731307 9.2653417 10.4112551 8.3973525 2.6626385 11.4965212 8.9969160 6.5513253 5.8325685 3.9845711 10.1974321 7.7944997 10.2075735 6.3136939 3.9105696 NA -1.3375210 11.0105410 10.6622906 11.1161707 10.9206199 7.8986570 8.4308272 6.5068780 12.2267923 10.9158994 11.2155520 8.8830211 10.0635222 11.1984042 -1.3375210 7.6284273 -1.3375210 -0.3373387 9.9028378 8.8136594 9.0794402 8.2755114 10.3465147 14.4998273 15.1795124 2.4699901 12.0402601 12.9421809 9.9913178 0.9845529 5.2920013 0.9845529 NA 7.0720340 14.7458105 8.6654578 7.9129414 12.4586825 NA 8.2810282 8.5142359 9.5422261 9.7593579 7.7179252 11.4435927 9.5604884 10.7750823 9.5306937 8.5018467 10.6259002 9.0387681 4.5695336 7.7360345 10.1564982 0.00000000 0.01447000 0.02581200 0.01614600 0.00013065 -0.00408220 -0.01037000 -0.02301800 -0.03449500 -0.04428600 -0.04807200 -0.04807200 -0.05136500 0.00000000 0.00000000 0.00000000 -0.00055444 -0.67154000 -0.65165000 -0.65165000 -0.65165000 0.01447000 0.01614600 -0.65966000 -0.65966000 0.00097064 -0.00332430 -0.00332430 -0.01037000 -0.00443120 -0.00443120 0.00541390 0.00541390 -0.00124730 -0.02329200 0.01530800 -0.03449500 -0.04428600 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 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11.780611 14.771984 11.658904 11.233210 12.960562 10.506171 2.569540 10.865685 10.436606 10.054960 8.740794 9.076271 7.504993 10.323084 12.690031 10.136856 11.574971 4.444004 5.105586 5.569534 14.034575 10.649552 12.415442 5.984571 NA NA 9.901048 12.759523 11.338699 7.557461 10.988791 11.5601102 12.9020922 10.4382531 10.2722834 6.8021945 11.5443304 10.5206239 6.5695336 10.3421229 13.6774832 6.8325673 7.8818114 12.9828687 9.0635224 11.5380083 10.4158596 2.5695397 13.2227965 5.0535849 5.2920013 7.7745611 10.4659668 9.1634846 10.4196161 8.8060259 8.8251852 5.2773525 11.5159524 9.7796365 9.5190683 10.6724715 10.6770121 9.2550999 10.5360870 1.4699901 10.0431039 8.3118990 13.0815278 8.7367845 7.4241940 9.7711674 8.8930357 13.0163411 3.7070388 9.5919013 6.1940240 11.5414601 10.6912396 11.0844447 12.8403738 10.9541013 9.3332992 10.4112551 11.2625557 10.7475210 4.6626442 9.9572636 9.9004504 0.9845529 2.9105792 NA 10.2196278 11.3122381 9.2837790 4.4175285 8.2810282 7.9709819 10.1812960 TCGA-BP-4994 54 0 NA 1308 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 1 NA 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.1368156 9.9604111 5.2059086 8.8732368 8.2417849 2.7308138 1.5065004 7.1849993 9.2156058 9.1889426 9.5692708 9.1340910 8.8518387 9.9561753 7.0177048 13.4730652 10.6477775 NA 11.7259685 10.5955021 9.2872525 -1.9132162 4.9573296 11.8751755 7.7398117 12.8704768 8.7353245 8.3514097 10.9170860 9.2890909 10.1990383 0.8942939 10.3961591 4.1093355 2.9449521 10.8252704 5.6719302 8.6738069 10.7817602 11.5098202 8.2903152 8.7969124 9.0981942 11.8624939 9.5883067 9.7977734 13.0165953 5.5627003 11.8168076 11.7043197 9.7474087 8.8543239 10.3717911 NA 4.2367146 5.2866409 -0.3280726 5.5868128 13.6694030 6.1313611 10.2026610 9.5273171 9.9719006 3.7016821 6.6105288 10.1863148 11.3390410 10.9550178 11.9529370 7.6549231 7.9433928 10.5111332 3.2568899 4.4792823 3.5464006 -1.9132162 11.3081009 12.9047002 10.6484937 9.6415558 10.4717507 5.6719302 10.5200308 7.2188238 9.1908645 11.1953281 9.8059279 9.3758331 10.1729075 11.4251462 10.0599468 11.4535624 11.0298480 10.3720802 8.4749843 9.2413485 8.2565913 12.4926403 9.5267979 11.2786431 11.4110069 9.2562658 0.4089292 8.5371473 10.9621404 13.4533780 7.3620209 10.9375446 9.3764096 11.5595309 6.9007485 10.5576259 11.7322877 10.5540630 8.3479570 3.9938555 5.2964207 11.2392518 -1.9132162 9.2618928 9.4229156 7.9665504 12.3928862 9.6723990 9.0221320 9.7607178 10.3408145 11.2537577 10.8927109 9.0820274 11.1579265 9.0756516 3.0869705 10.4434189 7.6163974 0.8942939 5.1637845 7.7658490 12.2778719 6.0869663 8.6309653 8.9100634 6.9261703 -0.9129446 NA 10.8689414 10.5870620 11.7955121 10.9931060 9.1224535 9.8303119 5.5998266 10.4579268 10.6817581 11.8407061 9.2097950 10.6224854 10.6648679 5.6794238 8.0102942 -0.9129446 -1.9132162 10.2841837 9.3595967 9.2026609 8.6728683 8.7380186 12.6471804 13.9648981 -0.3280726 11.8707837 10.5609263 9.4787476 -0.9129446 4.4268149 NA NA 8.1915656 14.3671034 7.6183488 9.1436046 11.3824489 0.4089292 9.0834405 9.0718270 9.9912253 9.7624830 7.8683269 11.6368720 10.3601798 11.3222333 9.1792814 7.8975387 10.1432660 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9.53508326 10.62951527 0.08691961 8.35492417 7.97875049 10.24872872 11.57317355 5.99385774 7.10098711 7.75052477 9.42068135 7.02948160 10.30340975 10.80099783 8.88948328 4.78740634 8.80035345 11.27493759 11.24636533 11.70305630 4.21625308 11.50771676 8.13136106 12.20750944 2.54638827 7.17442939 7.64538752 8.03533413 11.25939449 9.3455330 9.9245949 7.6868801 -0.9129446 9.9059485 9.3525820 8.9418355 10.4658037 3.0869705 9.6596672 8.8691462 5.8617544 5.9757104 10.2477838 6.9696099 13.3711766 10.9025504 10.1234841 12.9556449 13.7005263 7.7558523 8.1941841 9.5314643 5.9511541 9.5200307 9.5371473 7.2693614 8.7514142 12.4592880 8.2854119 9.6610874 7.1530564 3.0411554 10.4167633 9.5499804 12.7605521 9.2994633 13.0165953 9.1469874 9.9665503 6.0153972 10.9751395 9.8518387 14.7685760 11.9529370 11.0722753 13.6793364 11.0195508 -0.9129446 9.6728685 10.5249791 11.1951647 10.1984287 10.0599468 7.3229809 9.1530562 13.4598321 9.9496044 11.4031057 6.6831574 5.0411641 8.0855574 13.8688095 11.1887786 12.1338352 6.3630922 4.2367146 -1.9132162 11.1961447 11.9346116 11.1732326 6.4178846 11.4035314 11.891098 13.532919 10.658009 11.244156 6.131361 11.689550 8.776091 5.286641 10.414520 14.229533 6.598720 5.801213 12.748171 8.931673 12.425146 10.858869 1.671927 13.613191 5.479114 5.861754 8.182825 9.157088 11.495297 10.601188 10.997585 9.102737 6.291537 11.235761 9.370055 9.715868 10.488113 10.322981 11.160606 11.544348 1.671927 9.123828 5.841855 13.073385 10.163449 8.064247 10.471751 9.348069 13.807559 5.944947 8.597731 9.193530 10.962140 11.772154 10.193203 12.392886 12.260644 9.922228 11.157926 9.371213 11.041510 6.163782 9.851009 9.213026 1.256890 6.855151 -1.913216 9.805072 10.252778 10.633861 2.993855 9.083441 8.008808 10.490245 TCGA-BP-4995 68 0 NA 1371 kidney stage i t1b n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 3 NA 1 1 3 2 4 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 1.144431e-06 5.895554e-07 10.3529467 10.4576730 7.4932310 7.1086259 8.8101179 11.4024448 12.1275781 NA -1.6943213 7.4376539 9.2879494 6.2812865 11.1317093 8.3148941 11.4334254 7.4911332 10.7991340 8.9557098 5.1003890 10.8686750 8.8654385 5.4763590 10.0065459 NA 5.0781956 -1.9329120 -1.9329120 9.7490834 9.8819495 7.3407625 1.8743248 9.4571356 9.4239687 10.5688038 10.3900213 10.4691792 9.3355085 5.3148959 6.2318740 10.1610443 5.9496096 11.0614968 4.9373303 10.5281903 10.4840279 2.4592742 10.3477374 9.1202138 9.9319265 10.6645536 8.1820104 7.8168358 10.8839082 9.3337531 8.1058855 4.8613847 -1.9329120 9.2897614 8.3267099 0.6519587 5.5668121 9.2103499 1.9738684 9.1590630 9.7305247 4.4763558 11.5882235 15.5458784 10.0345532 9.7376229 15.7982259 8.9865748 10.0496037 4.9124583 8.7734627 7.8887408 3.4932374 1.2512646 7.7587103 9.4201299 9.0218900 9.3581373 8.8483262 8.6538063 9.7982856 7.0584886 13.5465890 10.8004056 NA 11.6853521 10.6306800 8.9984429 -0.9329120 4.8613847 11.7524819 7.4932310 12.3666754 8.2837125 8.1451175 10.8235229 9.2443862 10.9197399 1.8743248 10.1225880 3.7393945 1.8743248 10.6315924 5.8871451 8.6292091 10.3967630 11.2262072 8.4784776 8.6789135 9.1337284 11.8804322 9.4784776 9.6358728 12.9018820 4.7108230 11.6320044 11.5732742 9.8931178 9.3430911 10.2678652 -1.9329120 3.3148995 5.2065182 -1.9329120 6.2666385 13.7426480 6.4549836 10.8281022 9.3290615 9.6143432 3.7393945 6.3243552 10.8105388 11.4108463 10.6526334 11.8117111 8.0050760 8.3753058 10.6138610 4.1330538 4.4420079 3.4932374 -0.9329120 10.8193473 13.2481577 10.5080952 9.7786336 10.3678911 5.8871451 10.3911471 7.5140497 9.2958695 11.8612809 10.3077580 8.6612911 10.2418517 11.1821728 9.9061704 11.4622329 11.6446314 10.5044586 8.8293485 9.0891679 7.5862296 12.2488177 9.4715761 11.2926259 10.9471241 9.8548692 -0.3481332 8.3430911 11.0917600 12.9746478 8.0174788 11.3017840 9.3529467 11.5852509 7.3219948 10.4614293 11.7900942 10.2663322 8.2306161 4.7674059 5.4332900 11.1512767 -0.3481332 9.9632990 9.5197225 7.8417537 12.5776071 9.6320686 8.8863474 10.1384290 10.1800576 10.8706941 10.7078893 9.0182514 10.9749838 9.0013947 2.3148995 10.7455667 7.1058855 1.5264194 5.6668787 7.2909680 12.0052597 6.4112618 9.1517087 8.4992998 6.6519285 NA -0.9329120 10.7338563 10.6010262 11.7337454 10.6215554 8.9373314 9.7766622 5.6214014 11.0374321 10.5888123 11.8946070 9.3349237 10.4592840 10.9817255 4.9373303 7.8597572 -0.3481332 NA 10.1195346 9.5360995 9.1168152 8.6070947 8.5963970 13.0113126 14.4105687 0.8742855 11.6676926 11.0202536 9.6913051 -1.9329120 4.2516434 NA -1.9329120 8.1820104 14.3175981 7.9813515 9.2431397 11.6108443 0.3889059 8.7820707 9.0509650 9.7669727 9.7162227 7.8168358 11.5217799 10.2387688 11.0921061 9.4698827 8.3843793 10.2644905 8.7044971 4.9698826 8.1829986 9.4763576 0.00000000 0.00083195 0.01810300 0.72622000 -0.01862800 0.01908300 -0.01230000 -0.02096100 -0.03244900 -0.03610100 -0.03610100 -0.03610100 -0.03463100 0.00000000 0.00000000 0.00000000 0.00083195 -0.70484000 -0.70127000 -0.70127000 -0.72927000 -0.01354000 0.02104300 0.00833510 0.00833510 0.01321300 -0.70720000 -0.70720000 -0.01230000 -0.00110870 -0.00110870 0.00416320 0.00416320 0.01335300 -0.01278700 0.00441010 -0.03244900 -0.03610100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.676 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.719 0.000 0.000 0.000 -0.700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.707 -0.707 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.676 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.719 0.000 0.000 0.000 -0.700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.707 -0.707 0.000 0.000 5.918715 12.432264 9.234385 12.220756 10.029863 -0.932912 1.767401 9.376443 10.924364 1.651913 8.835151 7.359288 10.026606 11.754233 6.558820 7.384379 7.489031 8.975359 7.338430 9.906564 11.053698 8.975359 5.550784 8.545736 11.008014 11.165821 11.189956 4.476356 11.633259 8.480594 12.092779 2.236891 7.094873 7.511981 8.676145 11.221152 9.5673106 10.1885001 7.3661744 -0.9329120 9.9817254 9.2855298 8.3866385 10.5878308 4.0893371 9.8231059 9.2690904 5.9373303 6.5140497 10.4352002 6.9311523 13.4583780 10.7010969 10.3422182 12.8466859 13.4618647 7.9932628 8.4398317 9.5000304 6.3661753 9.3753056 9.3196319 6.8151591 8.1045133 12.7140877 8.3349235 9.9081378 6.5944440 3.2764222 10.6165106 9.7665390 12.8612809 9.2800708 12.9018820 9.3071616 9.6344473 5.7200978 10.3945192 10.3128164 15.3476739 11.8117111 11.4334254 13.8502462 11.0720648 0.6519587 9.8113800 10.5419400 11.0008416 10.0718892 9.9061704 7.3933965 9.2617236 13.4189065 10.4220424 11.5258858 6.1276622 4.8871451 7.7411589 14.0273351 11.1777761 12.2045181 6.3384298 3.3888921 NA 10.9155895 12.2396285 11.1492737 6.7569646 11.4415986 11.7164473 13.4947050 10.7991340 10.8686750 6.8710982 11.9130446 9.2013930 5.2666404 10.5091326 14.7592415 5.9496096 5.9617854 12.7661421 8.7682730 12.2938303 10.8162075 2.0669502 13.7279095 5.1408932 5.7108230 8.5556402 9.7031381 10.9991813 10.4606251 10.5985917 9.0422200 6.7674059 11.6548613 9.6871863 10.0273306 10.2001088 10.3439633 10.8214365 11.5127574 1.9738684 9.5026369 6.2268380 12.9204389 10.0105803 8.1072563 10.3678911 9.1727573 13.4842917 6.5826659 8.8863474 8.7008700 11.0917600 11.4059815 10.5902835 12.5776071 11.9747961 9.9716012 10.9749838 9.5797070 11.1371748 5.9678326 9.5543041 9.0655570 0.6519587 6.2013927 NA 10.0341929 10.6064114 10.4579416 3.4932374 8.7820707 8.1885003 10.3305293 TCGA-BP-4998 49 0 NA 932 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA asian NA 69.49.0 NA NA 2 NA 2 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.1970019 5.9670325 10.1643954 8.5330330 7.8902290 12.8729244 NA 4.9334027 -1.7943573 0.2055176 10.2309659 9.9678621 7.8053931 5.2822952 8.5035427 9.3990055 10.4960750 11.7749798 10.6278078 9.7824367 6.0634620 10.3561795 10.4164559 5.8919805 11.6863966 6.7446388 10.0391609 10.7426986 3.8779013 12.5308559 9.8717041 10.2440562 10.2416538 8.2222882 1.7904384 10.5706844 8.3981798 8.4438851 8.6872794 -1.7943573 10.2587273 9.0104179 3.4908781 6.9469472 9.3067993 1.3754009 10.0494012 10.4940579 5.5453290 14.4670547 13.1595401 11.0839143 9.9041848 15.4701518 8.5307855 10.1176210 5.3347649 9.5547613 7.7581492 8.4258583 2.5481653 9.9831464 9.6348869 8.6628610 9.7595893 9.2188027 8.1168721 9.0634611 7.3113887 13.1337209 11.1228523 -1.7943573 11.5881042 10.5164962 8.3628271 NA 5.9469460 11.3951503 8.3166160 10.6707915 8.6020849 8.3564969 11.0238626 9.0827643 10.1741613 3.2054864 9.1560360 -1.7943573 NA 10.1078552 7.8238659 8.5913424 9.7295320 10.2962542 8.7610279 9.8012039 9.3741522 11.7825053 9.4786930 9.8858397 13.1376026 5.2607634 11.6112678 11.5975292 9.8867186 7.9884785 10.3514123 0.2055176 2.6649151 4.3140076 NA 8.1984185 13.3780639 9.2822957 10.7932577 8.6159316 9.1604034 4.7600666 7.1683763 10.8515888 11.3437520 9.7805467 11.4373104 10.1618563 9.0383701 10.2859646 5.7446401 6.2444000 2.9603634 0.7904384 9.9749048 14.0898176 9.7758103 10.7814920 10.0696663 7.9802670 10.5009621 7.8511387 9.7090774 9.1123707 9.2702229 6.6401090 10.5259309 8.1421183 9.3953047 11.8088747 11.9075446 11.2714011 9.9244411 8.8804140 3.1012635 11.2409666 9.1698211 10.1906105 9.8026017 8.5739868 -0.2095616 9.0359953 11.4511814 7.3066678 6.8400011 11.3213366 9.0642383 11.2123322 9.4740223 10.3315393 11.2582180 9.7344226 8.1656125 5.3244218 8.0128351 10.5734409 1.7904384 9.9367991 8.8946047 7.9670314 12.7031449 10.5290980 8.7172329 10.6566913 10.2902886 9.9180072 10.5756226 8.5341550 10.6130135 9.0047618 2.7290524 11.1415659 9.0160519 6.2163714 6.6649123 5.2167071 10.7769958 6.4769438 10.6020983 6.9928273 6.2661756 NA 1.7904384 10.7847961 10.3201985 11.4089811 11.6216179 8.9860201 9.7762846 6.3878243 11.9435724 10.6039567 11.3861664 8.4699226 9.8985314 11.9235849 -1.7943573 8.0431082 1.3754009 0.2055176 9.9835573 9.1093621 8.8484345 8.8192697 9.4330961 13.6417037 14.2553500 3.2054864 11.4996701 12.6613853 10.1973563 -1.7943573 4.0881246 1.0128547 -0.7946075 8.3074558 14.7154407 9.2423405 9.2443990 12.2508986 NA 8.9282877 9.0527254 9.1567649 9.6463494 7.7404642 11.4808772 10.2832973 11.2264601 9.9553411 8.9536729 11.3844562 8.8849602 5.8170220 8.4592566 10.1168722 0.0000000 -0.0023553 0.0105640 0.0884030 0.2755300 0.0077783 -0.3100300 -0.0022168 -0.0162630 0.0024969 0.0024969 0.0024969 0.0024969 0.0000000 0.0000000 0.0000000 -0.0023553 -0.1464400 -0.1464400 -0.1464400 -0.1464400 -0.0037395 0.0884030 -0.0019399 0.0034687 -0.2734800 0.0084743 0.0084743 -0.0070593 0.0019418 0.0019418 -0.0014325 -0.0056757 0.0119900 -0.0092666 0.0221640 -0.0162630 0.0024969 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.146 -0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.276 0.276 -0.273 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.146 -0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.276 0.276 -0.273 0.000 0.000 0.000 0.000 0.000 10.3625112 12.0156501 9.2916164 12.2298407 10.2389031 -0.2095616 3.7904384 9.7349108 10.6674788 1.5274207 8.7979371 7.7310013 9.7314903 11.8340396 8.2054800 8.8174272 6.8954783 8.7857389 8.5092608 8.7397830 12.3956907 10.2413103 5.1941659 8.3008774 9.7446389 10.5344356 8.6983348 8.4734371 12.0743992 9.4264631 11.8310155 3.8779013 6.9536727 7.4026966 8.7003357 10.9676545 10.7453659 10.6554025 7.8475316 -0.2095616 10.5391946 9.0486160 6.7866813 11.2179301 5.2054785 10.1086089 9.6447917 6.5319101 6.7132752 10.3299246 8.0865943 13.1526605 9.7137702 10.5447734 13.4442581 13.0012155 8.5934976 10.2849650 10.0240624 9.8407449 9.4675750 9.3469487 6.2167071 6.1243426 12.7978788 8.8574287 9.3334745 6.0320281 3.5977934 10.2502157 10.0842975 13.3393047 10.7930233 13.1376026 9.5436594 8.6649119 6.6974138 11.7366179 11.1589491 15.5194880 11.4373104 12.3855447 13.3330715 11.1375103 3.5274082 10.9782071 10.0638498 11.3775951 9.5228928 9.3953047 7.9469472 9.7993381 13.0160518 11.6427120 11.6350164 6.0942234 6.3087686 7.3166155 13.7475556 10.8107282 12.7868573 7.2222887 NA -1.7943573 10.2876292 12.6243210 11.4891430 7.3424712 10.6738497 11.7329572 13.2753075 11.3087680 10.1643954 7.6296466 11.4030040 11.2359749 6.7485122 10.9214421 14.2832875 5.8919805 7.3113887 12.8045893 8.6710467 11.9307399 10.7793640 2.2054864 12.9871472 7.5235714 6.9637030 8.6787494 10.4459734 9.5712559 10.1831179 8.6608074 9.1712644 8.0696662 12.0767116 10.4489517 10.2836309 10.3463099 10.6401083 10.0896507 11.7538204 3.7290415 10.3240968 8.2809591 12.9778138 9.3405480 8.7781803 10.0696663 9.6532039 12.8486599 6.2111057 8.1596766 6.3087686 11.4511814 10.5335940 11.1730667 12.7031449 10.5840460 10.4610989 10.6130135 10.6928178 11.0591289 7.4954993 9.9595325 9.7412415 0.2055176 3.4149338 -1.7943573 10.5143880 11.3551034 9.8690382 2.5274207 8.9282877 7.6191078 10.4534077 TCGA-BP-4999 56 0 NA 1266 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 2 NA 3 3 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.38315810 11.02308711 10.83450265 10.13475641 5.56290484 6.95404505 10.21760358 6.19384466 9.67441457 3.24097064 10.54580200 11.11310329 2.81212852 10.82271669 9.92987782 9.94300236 10.51975939 8.06443614 1.69666157 10.63126993 8.91743892 8.07747962 6.37378913 1.11169907 9.85274063 8.93665384 0.11169907 6.23581703 8.37613755 3.63525522 10.13544945 10.52638030 8.01407014 11.73838976 16.02706685 11.23646266 10.76027743 15.55681506 9.01933691 9.54162480 5.45154413 9.48292732 7.66244194 7.31626614 2.42277122 8.74922552 9.87822400 8.78765219 9.34111470 8.53375995 7.94458499 9.57368600 7.17778428 12.69759655 10.46235810 -1.88843446 11.81202645 9.57421279 7.98821204 NA 2.50401014 11.50923607 8.36317765 10.37173255 7.42230786 7.31136778 11.00632341 9.17711128 11.59888823 3.72640619 9.59097022 NA -1.88843446 10.16799411 3.78411656 8.86741713 9.27534467 10.71114305 8.57317454 8.45599087 9.49269723 11.48514487 9.50990443 9.66099848 12.15813704 4.41547475 11.71558102 11.36746138 9.94498052 8.03353588 10.24033389 -1.88843446 3.63525522 6.21498348 NA 8.90122864 13.38239193 4.98205809 11.66172034 7.96344407 8.88400960 2.91905399 6.77703039 10.84195292 11.56045670 9.98629232 11.55680438 9.77258230 7.15881869 10.84216528 7.01557674 5.78411918 1.81212852 0.11169907 9.67202802 13.65261016 8.69759661 10.28130704 10.18315746 8.45265803 11.17896139 7.56496571 10.10591414 11.95708713 8.95325942 5.51257456 10.81094656 9.99777267 9.39940739 11.71485780 12.06243324 10.83236686 9.33146876 8.88003651 4.65488230 10.93366831 9.16426310 11.05585811 9.66388379 9.49377861 0.11169907 9.87241509 12.08404672 12.10732272 8.24739162 11.55074679 9.43643817 11.43826504 8.61948968 10.36613323 11.01820992 9.22217834 8.62139110 5.08897688 6.41090243 10.59928394 -0.88843446 10.06334411 9.73557667 7.44037005 12.77124511 9.44931705 8.23063630 10.91743899 9.80735846 9.89346460 10.26080395 8.80169316 10.44820171 8.50829989 4.04243422 11.78632877 8.24355199 1.81212852 6.12292322 5.00517988 10.82658455 7.54005518 10.48863440 6.95840771 5.41547475 NA 0.11169907 10.75442373 10.67608278 11.24884635 11.37423046 8.56290637 9.15716122 5.30625495 12.53769771 10.38111408 11.79315316 8.98051777 9.89592103 12.10578331 NA 7.56702211 0.69661707 -1.88843446 9.97626825 9.23839948 9.02533255 8.69853487 9.18248697 13.31025524 15.25444038 2.35963361 12.10684393 11.84333235 9.86323910 -0.30329392 4.73389118 NA 0.11169907 8.33569673 14.51105648 8.87158341 9.03799109 12.30260006 -1.88843446 8.89714753 9.05379911 9.20114569 9.82808585 8.31136733 11.06970398 10.13994650 11.14115488 10.03279224 8.78235123 11.27251193 8.53795995 5.54823932 8.48815707 9.58133693 0.00584250 0.00221930 -0.47157000 0.44705000 -0.00273290 0.00513590 -0.01257600 -0.00193990 -0.00678130 -0.72210000 0.00378360 0.00378360 0.00569190 0.00263570 -0.00034234 -0.00083160 0.00221930 -0.45394000 -0.45394000 -0.45394000 -0.45394000 0.00000000 0.45632000 0.00214070 0.00214070 0.00513590 0.00907210 0.00907210 -0.00968060 -0.00318590 -0.00318590 -0.00207840 -0.00207840 0.01140000 -0.01354000 0.01642500 -0.00678130 0.04358200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.454 -0.454 0.000 0.000 0.456 0.456 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.1642631 12.2181763 9.1750902 12.5246618 10.6276413 NA 1.8121285 9.4791099 10.9467586 0.6966171 8.9571851 4.3970979 9.5274369 11.2133425 6.2916036 7.3308640 6.8155985 8.5577444 7.1201238 8.8077931 10.2515662 9.4370005 2.5040101 8.3773103 10.1057162 11.1920130 7.7946894 7.7911753 12.3542738 9.0586014 11.7930071 2.3596336 6.4604231 7.2916045 9.7355767 11.1492421 10.5947551 10.8955119 7.3548691 -1.8884345 10.6631630 9.3584356 4.5040101 11.2598539 5.1003806 10.1382185 9.0409535 6.1938447 7.0975371 10.6658043 7.7770310 13.2777012 9.7819088 10.5037442 13.8307095 12.7269925 8.3979873 9.7387729 9.5494472 7.0453862 9.5390079 8.6985349 6.3690826 5.8732472 13.2154337 9.5379599 11.3158077 6.7190260 3.2409706 10.0904056 9.5965180 13.6918064 10.4861912 12.1581370 9.7605021 8.4426118 6.2873689 10.6940724 11.1750902 15.2738209 11.5568044 12.3172593 13.7307401 11.1921796 2.1116991 10.3566534 9.9650047 10.0431713 9.2070922 9.3994074 8.3039880 9.7351193 13.2001521 10.0760359 11.6577443 3.3596196 5.4154747 6.7116078 13.7187884 11.1732351 12.7617371 6.8198483 -0.3032939 NA 10.5476257 12.6464843 11.6233057 7.8430140 11.3937700 11.3524864 13.4067465 11.4761034 10.3438162 6.6662837 11.2298251 11.5181659 6.4245778 10.9455735 14.1454194 6.1938447 9.0387322 13.5149801 8.4448505 11.8856585 10.9822525 2.1991541 14.3903079 6.3172444 6.4426118 9.2704374 10.6943076 9.6377051 9.7287033 8.5179000 9.1296658 6.4017141 11.7832362 9.6323138 10.5332340 10.0383617 10.3165719 9.5623909 11.7806908 3.9943353 9.6239418 10.6612391 12.9521239 9.3039880 8.8773955 10.1831575 9.2280130 12.8372211 2.9190540 8.8173275 5.7981957 12.0840467 10.5082999 11.4447106 12.7712451 10.7514880 10.1420174 10.4482017 10.5218814 11.2426211 6.7699066 9.6224593 9.5221464 1.2816092 5.6527131 0.9190731 10.4468062 11.4098966 10.1533543 5.1991580 8.8971475 8.1791293 10.3021371 TCGA-BP-5000 40 0 NA 563 kidney stage i t1b nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.3795101 9.9213698 9.5710577 9.9037593 11.5740584 10.0991276 9.2621585 6.7568205 10.2748603 9.3508093 7.4743395 11.3319403 4.7628431 10.6479305 10.3153852 3.3153923 11.1944115 8.9513506 10.8013975 10.1419338 7.6471166 4.4105446 10.2244164 8.8573618 8.1274166 5.5141665 -0.1440103 9.2727511 8.9993368 3.3795101 7.1367246 9.4623589 6.2309926 10.7174283 9.1688366 5.7263190 10.6665092 13.6835444 11.0889740 10.3533065 16.1922335 8.3296596 9.0445425 5.1413551 9.6364934 7.5906634 7.7568205 2.2619520 9.6769303 9.6183358 8.9085217 10.1227401 8.4333826 9.0145634 9.1868704 6.4706638 13.7116008 11.0699692 NA 11.2013589 10.4760359 9.3548028 NA 6.9274165 10.9800749 8.4371541 9.0931635 7.7045767 9.5407023 10.3562976 8.1459724 12.0175847 2.9434150 8.5195116 NA -1.1440103 9.4076618 7.5804674 9.2674646 9.7053587 9.9572727 8.3892833 9.5572602 9.3123080 11.2498750 10.1534431 10.1682693 12.4598118 4.4706605 10.6525043 10.1637236 10.2498804 11.6087524 9.5957343 1.1778540 3.2482768 5.6888434 1.6632991 7.6340305 13.8267336 9.2546973 13.7639709 10.7507714 10.9270807 4.2482692 6.8783219 10.3286445 10.5927783 10.5986841 11.2045739 8.9916630 8.2801198 10.5701992 7.0702723 4.4706605 1.8559498 -0.1440103 9.6681310 14.1128257 10.1620154 10.9996557 9.0726994 6.7201403 9.8914401 8.4067003 10.9499950 10.5314697 9.3478067 8.1711032 9.6185101 9.5779073 8.0158248 11.0408290 13.3311804 11.7953492 8.9473891 9.9920348 3.8653943 12.7278589 9.1390420 9.9186744 9.4446683 10.3255954 1.1778540 7.8866209 11.0460869 9.0133637 7.8417958 11.0196033 8.2374968 10.3863599 8.6503697 9.9625166 11.7664090 10.2168007 9.4732467 5.9003476 8.3009684 10.1818213 -1.1440103 10.4172416 8.6454873 5.7866904 12.7645339 10.6641134 9.0433057 11.3309270 9.8360931 9.2024674 11.2430959 9.5327923 9.7777946 6.9539857 0.4409522 11.4952943 7.6951573 7.3235592 8.8601742 3.6108418 10.3337119 6.8503069 10.3367439 6.1071041 4.6108418 NA -1.1440103 11.1899475 10.5476972 11.0672336 11.3301665 8.3296596 7.5699239 6.4825385 11.6085433 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6.433382 6.470664 13.132078 8.882477 8.871369 6.676132 2.943415 10.191902 8.224460 13.147052 9.540702 12.459812 8.907163 6.637313 6.390996 12.662906 9.933437 15.564135 11.204574 10.924060 12.624862 10.421532 1.177854 11.375344 9.024626 11.010772 9.012037 8.015825 7.303037 10.069058 12.515727 10.465132 11.421770 4.878323 6.990380 6.204683 14.266467 11.052556 12.248674 7.294746 NA NA 9.129749 12.790382 10.835915 6.964478 10.499359 11.314873 12.423434 10.070273 10.441386 7.692004 11.130332 10.927751 6.470664 9.948050 14.218266 7.474340 7.836093 12.356784 8.605823 11.585787 9.774071 2.315392 12.913184 7.075848 6.339770 8.205788 10.275914 8.466979 10.033996 7.717040 8.707703 4.943415 11.840550 9.560722 8.874154 11.241816 10.513719 9.567621 10.154589 3.556393 10.091968 5.821738 13.032722 8.035863 8.278018 9.072699 9.446587 12.657258 4.738595 8.932769 6.410543 11.046087 10.569340 10.651993 12.764534 10.926075 8.524839 9.777795 11.528600 10.308710 6.230993 10.022744 9.860876 2.315392 4.103884 -1.144010 10.342789 12.279500 8.571916 3.610842 7.653615 7.903077 9.810877 TCGA-BP-5001 43 0 NA 1177 kidney stage i t1b nx m0 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.55265373 2.31042738 7.21732282 9.10354799 3.79586044 11.92624599 8.10484822 4.15842590 10.00232250 12.49803196 10.35591914 9.55836006 16.68028877 9.07198357 8.98709486 5.60321388 10.50961400 7.63596257 5.07596897 3.35658050 11.47960588 10.78454398 8.68199137 10.23761785 7.58096175 8.58841707 8.81187172 6.38082121 13.64319632 10.97754396 -1.01158797 11.14142296 10.08942943 7.59583482 -1.01158797 2.79585005 11.91665257 9.58469404 8.61968151 7.32389513 6.25529111 11.85732693 8.97576831 13.11468854 4.03289428 8.39577232 -0.01144255 -1.01158797 9.59213071 4.60321684 8.87724762 9.96578428 10.35263904 8.35044818 9.26346476 9.23761773 11.04915637 9.83242533 10.34440599 11.81306540 1.31045646 11.52458643 10.41214555 10.03153167 9.86578847 9.86578847 1.98852110 5.97718832 7.97434633 NA 7.71642509 13.62829725 8.43558776 14.93662060 10.81862340 10.68894412 3.44793619 8.34165136 9.54979237 10.42261125 10.40635692 11.15397040 10.22750608 9.35373327 10.44228937 6.24589302 3.44793619 2.15843398 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5.93101875 2.79585005 9.98920856 6.92514256 12.93860455 10.99342706 11.81306540 10.02810884 6.60321388 6.73354009 8.36571484 9.63596275 15.64975360 11.15397040 10.03494625 12.20797543 10.33057901 1.98852110 12.04429517 9.78373231 10.06063690 8.63055618 7.66093004 8.65738920 9.87724762 12.09113624 9.98497791 11.00983142 4.54309370 7.51206646 6.71642440 13.82453696 10.76411464 13.58294560 6.58841782 -0.01144255 -1.01158797 10.27275014 12.15654963 11.14536801 7.35482679 10.38831634 11.5881848 11.9763013 10.8074859 10.4458853 7.2364323 9.9140587 9.4753395 6.4063564 9.6958635 14.1697883 6.5042040 6.5884178 12.0657958 8.8150528 11.3424782 10.5164700 3.6889412 14.0611813 7.0753839 6.3722086 9.5896901 9.8174341 7.2968437 10.2640469 8.2125061 8.9042492 4.1979597 12.5228072 9.8604096 8.1955189 10.8284954 10.6767547 9.5939840 11.2640469 3.4479362 9.5902751 5.4803588 13.3803635 6.5884178 8.4723200 8.7198234 9.7646660 12.2569001 4.0328943 9.6178610 5.5734654 10.6640204 10.5017385 9.8198115 12.6667744 11.3875152 8.1659240 9.9441542 11.3039370 10.5042042 5.0545924 9.8863499 10.2227231 0.9884847 7.4189573 0.5734715 10.2917143 13.9691817 8.2458921 5.6323613 7.8182268 7.8953947 9.8795286 TCGA-BP-5004 53 0 NA 1126 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.71246355 10.61827307 8.40331161 8.34060054 10.65991136 8.92944247 8.42765226 6.90915505 0.87412808 9.46501432 8.66485755 0.65177501 6.24671400 8.85273985 1.52621908 9.41276459 11.59342656 4.98566892 11.90083361 13.07864381 11.55389141 9.80193804 14.50807963 8.55464525 11.10435206 5.03259018 9.08500525 7.15161329 7.81499767 1.62751346 9.42820061 10.06430922 8.88378880 9.37172678 8.35567132 8.31235795 8.82502841 7.00638443 13.44736760 10.48360258 NA 11.39168879 10.59122190 7.79982039 -1.93346300 4.17533297 11.69934597 8.22162337 9.97519768 8.27381937 7.26402216 10.79876047 8.94101796 12.33407240 3.92478401 9.49673476 NA NA 10.60620624 5.68151392 7.83664310 9.84159218 10.57112756 9.22478361 8.52418594 8.52521188 11.61969746 9.69068649 9.67782991 13.52485917 0.06681251 11.34206972 11.05566726 10.07663365 8.72590915 9.86972523 NA 3.19608766 6.40219519 -1.93346300 6.21655187 13.66037127 6.67782956 12.84549826 8.50974849 8.95706924 3.94945089 7.71785666 10.30102376 11.58312067 10.31473255 11.39570576 8.67690699 8.96465046 10.57484742 5.45912337 1.38874060 -1.93346300 -1.93346300 9.65832736 13.41767521 8.98044237 10.85898532 9.75636634 8.49306966 10.57732204 8.07803229 8.48155365 8.18833861 9.05903534 5.45912337 10.52785474 10.30640363 9.85837504 11.39056355 11.95915816 10.59477069 9.62283209 8.72046522 2.95287401 11.41774426 9.32772463 10.27229292 9.66474593 11.57373248 0.87412808 8.53848035 11.36042041 10.84131423 7.59469260 11.43640241 8.56365885 11.57942211 6.97669815 9.98417718 11.32419293 9.76854479 8.58573361 3.84816721 6.86446599 10.70229651 -0.34831682 10.61755186 8.50974849 7.46981680 12.03322042 8.50559682 9.35797573 10.99013255 10.56963691 9.45643635 10.65314056 8.82336151 10.34902474 8.29922588 2.23673751 10.87415998 7.43967051 5.97969384 7.77416439 3.62139550 11.44198029 6.15426725 9.01510669 6.94273852 6.02680670 NA -0.93318749 10.73524689 10.14027725 11.28733457 10.89732030 10.56615272 9.01881830 5.87100084 11.09764464 10.20507685 11.53351887 9.25662952 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0.000 0.000 0.000 0.000 -0.507 0.000 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 -0.559 -0.559 0.000 0.000 -0.100 -0.100 0.000 0.000 0.000 0.000 0.000 0.000 -0.571 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.507 0.000 0.000 0.000 0.511 0.511 0.000 0.000 0.000 0.000 -0.559 -0.559 0.000 0.000 -0.100 -0.100 6.493069 11.817407 9.311764 13.193469 10.176962 -1.933463 3.493071 9.577569 10.555649 1.066813 9.259714 1.236707 9.355671 12.328239 7.023907 6.777612 6.613700 8.192218 7.266477 8.778472 12.033581 9.244847 3.997545 8.762033 10.445913 11.056200 7.342930 12.339289 11.430255 7.984177 11.545284 4.558659 7.127501 7.261562 5.550621 11.156090 10.720098 10.752430 7.836643 -1.933463 10.533391 8.562660 5.688857 11.072079 5.886984 9.979320 9.932925 6.226676 5.681514 10.366299 6.570631 13.332457 9.419952 9.915037 13.303343 13.006843 8.690632 9.041220 9.364295 6.111198 9.639505 8.756803 5.066804 5.450509 12.519046 8.872549 9.565654 4.973694 3.066813 10.205397 9.850213 13.892435 9.880987 13.524859 9.534920 8.857154 5.951404 7.393234 9.991618 15.549700 11.395706 11.961528 14.437169 11.175003 0.651775 10.067157 11.155593 11.043011 9.721889 9.858375 8.255394 9.998281 13.412661 10.191896 11.244225 4.509747 5.055491 3.621396 13.691367 11.593182 12.523031 7.178097 NA NA 9.949448 12.366514 11.611881 7.317103 11.086048 10.64187157 13.17904094 11.32698809 10.15790988 6.71066181 11.79823018 10.73014080 5.45912337 10.42215614 14.81393596 5.08917185 7.02970134 12.90075162 9.45858563 11.65797676 10.42353216 3.06681251 14.61424189 7.68750166 6.57063142 9.59333864 9.39716185 9.34815561 10.60013481 7.35682432 9.11256461 6.76724428 11.92895811 10.22383616 10.67066324 10.24391312 9.64187148 10.09505649 11.44861837 2.06681251 9.81331945 8.41331863 12.75313270 9.43749243 7.60208046 9.75636634 9.32425189 12.69291334 3.35220767 8.81751198 4.23672986 11.36042041 10.33242017 10.46474708 12.03322042 10.97969442 9.90640255 10.34902474 10.53007396 11.09821162 5.21655187 9.55213130 9.35162921 0.87412808 6.66916995 0.06681251 10.54000343 10.68914747 9.38760574 3.73923245 8.78448141 7.62139403 10.50169390 TCGA-BP-5006 61 0 NA 840 kidney stage i t1a n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 3 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.000 0.000 0.000 0.000 0.000 0.000 -0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.1686561 11.8326331 9.0682613 13.8218753 9.4822243 NA 2.0552998 9.6051732 11.0643895 0.9398284 8.9668218 8.5956663 9.3583927 12.3895018 7.1362345 7.5618890 6.7428914 7.1940782 7.3463967 7.9491993 10.5980488 9.7052616 1.3548471 8.9612801 10.3053796 10.3527600 8.6099034 8.3813980 11.4130357 9.0352343 12.0734986 3.6402739 6.7514798 7.0448728 8.7936667 11.1531441 9.9056215 10.4125281 8.1525363 -1.6452094 10.3242613 8.4841579 4.3548753 10.0228734 4.4209607 10.0802410 9.3342999 6.0895850 7.5096927 10.3206591 7.1814236 13.3176353 10.2553643 10.1304851 13.8940336 12.7355388 7.5197817 9.3083438 9.5071596 7.0929675 9.6280877 9.3335852 4.6586571 4.7471940 13.2708475 7.9417144 9.2572499 5.8862550 0.9398284 9.9594281 8.4463100 13.9721988 9.9346622 12.5751020 9.0596430 7.7642659 7.0022254 7.0725517 12.0254204 15.6869026 12.0838103 11.2206081 14.0902457 10.5134845 -1.6452094 10.8232443 10.8369264 9.7874166 8.6597965 9.0014335 7.7557542 10.1423693 13.0762410 10.0317135 11.3903613 4.3992668 5.7895023 5.7811394 14.2098503 11.5800822 12.4309388 6.9914992 NA NA 11.6789147 12.7815982 11.0613449 7.5618890 10.8009242 11.411851 12.639193 10.734253 10.161424 6.082796 11.034135 11.777465 6.261766 10.189741 14.413313 5.200363 7.437024 12.985587 8.907544 11.667332 10.493147 2.524791 14.053905 5.734859 5.870574 9.503567 9.910423 9.348521 10.773255 8.835665 8.986961 6.630999 11.420796 10.005029 9.564937 10.560973 10.431356 9.464705 11.171658 1.524816 10.124299 9.788460 12.192674 9.272247 7.576462 9.163034 9.230102 12.715173 2.878431 9.050973 4.621659 11.143593 10.482869 11.279873 12.825407 11.387265 9.354170 9.431022 11.173457 10.884327 6.075973 9.922356 9.274483 0.676809 7.292013 NA 11.562347 11.453889 9.450272 4.712425 8.516007 8.539750 10.005478 TCGA-BP-5007 45 0 NA 1140 kidney stage ii t2 n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.60030014 9.30689630 8.43405354 5.32999182 -0.01581171 9.54773110 8.65782040 3.92281629 6.47607056 9.04374175 2.09969917 11.14639850 9.79692913 4.92281629 11.45886427 9.32406711 10.66779653 9.93355744 16.22279590 8.73576112 10.37402756 4.95384257 9.53239664 7.75019379 6.07873364 2.40824991 9.83231820 10.13838957 8.64836801 9.69100070 8.02678844 8.19853590 9.23451545 7.39077601 13.60187577 10.79049805 NA 11.62837372 10.42439402 8.32406711 NA 3.68466167 12.13322311 8.51819559 8.95767523 8.05746598 6.86685977 10.93039222 8.84943481 11.69219440 4.30614556 8.73464493 -0.60077421 NA 9.76338916 3.89110806 8.43405354 9.18634084 10.35780720 8.49465161 8.68465676 9.08750474 11.61418222 9.90704913 9.83700657 12.21673786 0.98418829 11.39945877 10.87953983 10.14198500 8.66954982 9.82026737 -1.60077421 3.15414571 4.96910904 -1.60077421 8.84323392 13.66281714 11.74285664 12.40663222 8.97668326 9.56541763 4.09969075 7.20982569 10.89060659 10.95695755 10.01672195 11.17942104 9.41606280 7.40206981 10.81631586 4.37653350 2.85867730 0.39922579 -1.60077421 9.36936048 13.78366728 9.56980549 10.94059315 9.46803279 9.31139526 10.48073790 8.24003235 10.34154907 8.01764024 9.57355612 9.77429389 10.42643481 9.46264950 8.77754925 11.40347496 12.53496379 11.26537430 8.57043143 9.30277485 3.20506402 11.88558676 9.04220875 10.64123767 9.74964119 10.51592332 -0.01581171 8.63885291 11.20620682 10.83866725 7.88844007 11.46332359 9.07697402 10.95120303 8.72005508 10.22421324 11.28266150 9.57480410 8.30973236 5.09969496 6.31214418 10.31737236 -0.60077421 9.93161038 9.03315784 6.87903425 12.86902350 9.57105672 8.87092966 10.78781002 9.90258329 9.77537983 10.70520790 8.87802424 10.15288918 8.28495084 0.39922579 11.36160833 6.68465606 3.44364643 7.68465676 4.12717102 10.60748882 7.13734675 10.81261270 7.06373697 5.38793804 NA -0.60077421 10.75046984 10.68754383 11.35435948 11.78767549 7.96340418 8.89802389 6.56043678 11.74812096 10.67246733 11.52531364 9.16163655 10.14828591 11.36124676 -1.60077421 7.76338900 1.20658071 -0.60077421 9.90407354 9.15330679 9.27269859 8.20660953 9.48870499 12.51250831 14.72169323 3.44364643 11.55628556 12.15226228 9.84582089 NA 3.51985637 0.72115389 NA 7.24787721 15.02930828 9.96197386 8.30313641 11.61114282 NA 8.64242866 8.94604274 9.37867960 9.75184980 7.52078838 11.11971255 10.07521158 11.46382887 9.99544424 7.72568391 11.09077994 8.78834803 5.77455516 8.59923335 10.22620011 0.00138680 -0.00159720 0.00805670 0.74291000 -0.02821800 0.01056400 -0.00286580 0.01349200 0.02468900 0.00624810 0.00624810 0.00624810 -0.00256930 0.01321300 0.00069327 0.00138680 0.03834700 -0.77685000 -0.78250000 0.02918400 0.01684500 -0.00843850 -0.00954260 -0.00041585 -0.00362520 0.01056400 0.00819590 0.00819590 -0.00194670 0.00000000 0.00000000 -0.00512270 -0.00512270 0.01474900 0.00041593 0.01796300 0.02468900 0.00624810 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.743 0.743 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.743 0.743 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.804396 12.149124 9.204192 12.916924 9.772663 -1.600774 2.922826 9.652511 11.235897 1.399280 8.985156 8.340302 9.452502 12.598543 7.209826 7.554072 6.756807 8.854582 8.078735 8.688121 11.421622 9.979042 5.874989 8.353451 9.795709 10.492672 6.930636 11.397845 11.644807 8.778633 12.188855 3.721187 7.154142 7.489367 9.324067 10.729051 10.00750935 10.71638444 7.85458169 NA 11.05165134 8.82131926 7.26961950 10.71270445 3.85868725 9.87092966 9.74521413 6.54900219 7.23530487 10.16661139 7.31811796 12.92776967 10.24826857 9.98703203 13.10023599 13.19219728 7.24474438 8.87397434 9.64183320 7.44637866 9.41397248 8.92770864 5.67537843 5.63765951 12.99159474 9.65782058 9.96530855 4.52854006 2.92282580 10.05701954 8.77320714 13.18945025 10.41257715 12.21673786 9.85201055 8.03587900 7.69136875 11.19123130 9.80492783 15.92621215 11.17942104 11.44654883 13.79719648 10.96911012 -0.01581171 11.13565645 10.72540307 10.85971041 9.51169396 8.77754925 7.97100719 9.73854780 12.80957335 10.39183881 11.48638581 4.48671437 5.96910904 7.28495084 14.21686352 10.98186692 12.70851768 6.46534437 -0.60077421 -1.60077421 10.54295659 12.77599039 11.47837922 7.63287382 11.00589103 11.5669863 12.7282099 10.9063058 10.2470949 7.3446980 11.7067399 11.6205395 6.3765352 9.9557606 13.8132218 7.0927413 7.6495530 12.5985994 8.7245599 11.8662231 10.5704313 2.5691751 14.1240881 6.7807537 6.3240671 9.3192352 10.2478774 9.3454296 10.5757394 8.0358790 8.9744628 5.6280737 11.7767362 9.9203642 9.8880989 10.4602881 10.6150908 10.5710568 11.7614723 2.9228258 9.7312910 6.3707972 13.1350628 8.4959697 8.8658409 9.4680328 9.4142791 12.6465887 4.6660407 9.4497834 5.2194319 11.2062068 10.4930022 10.8762538 12.8690235 10.9459079 9.5553376 10.1528892 10.8041300 11.0172132 5.7568071 9.7385478 9.6394496 0.7211539 7.3534512 3.4867144 10.4972866 11.9892169 9.4299216 4.7568045 8.6424287 8.1524714 10.1436679 TCGA-BP-5008 46 0 NA 1071 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 69.49.0 NA NA 2 NA 3 3 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-1.7374466 10.4809401 9.2969474 7.8248582 7.6825761 0.2626737 9.9943594 8.9905366 2.7220506 6.8956116 9.0133230 2.0699771 9.6240117 9.9297277 6.4524406 11.3968113 16.2934017 10.9431954 10.2087913 15.8106703 8.4098211 9.9168046 5.2626173 9.3724468 7.2766362 7.6091300 1.4389315 9.5681079 9.9888342 8.9279521 9.6409110 9.0108089 7.9734224 9.3494157 7.7684278 13.1695536 10.7736274 NA 11.9099621 9.5309067 9.1018200 NA 4.7383517 11.5603922 8.2946616 9.6909763 8.0602777 7.6091300 11.0314207 8.9543595 10.7237860 3.3500729 9.1627282 -0.7374466 -1.7374466 10.2724447 7.9526143 8.9270633 9.5387405 10.5623965 8.9010521 8.9350416 9.3206079 11.8906640 9.8367365 9.7832348 12.3828540 5.6024658 11.7482241 11.4240629 10.1037873 7.2905221 10.2305628 -0.1524841 3.0699771 5.3711406 -1.7374466 7.7998346 13.6106180 11.2047640 11.1992540 8.5235357 9.1033940 4.0699685 7.4745042 9.7891153 11.2642002 10.0369913 12.0387406 9.2619116 9.3131449 10.8676325 7.8773259 1.9630672 4.2168118 0.2626737 9.3467601 14.0261138 9.8286701 10.8049225 10.3046174 7.1205966 10.7512095 7.9028611 9.6526722 10.6993276 9.0233360 9.0883698 10.9387274 9.7210228 9.2160850 11.6044128 12.2504130 10.9563208 9.3652479 9.0103642 4.4168262 11.3708138 9.1859436 10.8510965 9.1829688 9.8172050 NA 8.9905366 11.3337432 10.4336271 7.7199973 11.3017065 9.1940922 11.7458021 9.3042753 10.5465726 11.5989832 9.6762440 8.7026652 4.6024688 7.0406930 10.6988071 -0.7374466 9.6762440 9.0994554 7.5176450 12.9974315 9.8832941 8.8864977 10.9805067 9.7694195 9.7910702 10.4854773 8.8532032 10.4527494 7.6592210 3.6549281 11.5498956 8.2139008 3.2626136 8.2752408 4.1206008 10.8092694 7.2284002 10.4726786 6.5700895 5.1452576 NA 1.2626136 11.0441807 10.4527494 11.1513593 11.1084981 8.7107324 9.6703778 6.4907129 12.3822868 10.6522474 11.4493493 9.2117134 9.9403358 11.8982209 1.0699771 7.8992409 1.0699771 0.2626737 10.0023966 8.8181638 9.2505907 8.9647888 9.5235357 14.9748878 14.2190830 1.8475961 11.7666902 11.2698186 10.0120665 1.7220288 4.3711406 0.5845777 -1.7374466 8.0208394 14.3664161 8.8362634 8.7910701 12.2971572 NA 8.3246621 8.9764321 9.4053615 9.8343687 7.6157628 11.4118869 10.1796152 11.1523101 9.7679116 8.6804685 10.8482829 8.7332750 5.1533068 8.0472510 9.6527851 0.00083195 0.00889200 -0.34710000 0.30905000 -0.00875660 0.01070300 -0.00747200 -0.01202400 -0.02260600 -0.01945200 -0.01945200 -0.01945200 -0.01945200 0.00083195 0.00083195 0.00083195 -0.32739000 -0.30719000 -0.32110000 -0.32110000 -0.37884000 0.00889200 0.00000000 0.00805670 0.00805670 0.01070300 0.00180300 0.00180300 -0.00747200 -0.00207840 -0.00207840 0.00458000 0.00458000 0.00833510 -0.02438800 0.01391100 -0.02260600 -0.01945200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.321 -0.321 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.321 -0.321 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.689929 12.147359 9.450587 11.755346 10.155159 -1.737447 3.472072 9.607467 10.845464 1.847596 10.218629 8.151359 9.376358 12.525225 8.279424 8.058656 6.726140 8.134521 8.169507 8.679414 10.384797 9.790093 6.417434 8.591291 10.036551 10.624560 9.627845 8.926174 11.673862 10.078400 11.917111 3.754471 6.570955 7.017503 9.680996 10.742649 11.093725 10.702707 7.817205 NA 10.299476 9.033280 7.004083 10.982433 5.847579 10.027902 9.436293 6.371141 7.166498 10.513507 8.313825 13.122685 9.999863 10.185944 13.729871 12.942976 8.510543 9.053779 9.985424 7.422488 9.744416 9.168003 6.437542 7.609130 13.443846 8.308376 10.351073 5.557235 2.906467 9.892428 9.804681 14.937939 10.286717 12.382854 9.566967 8.467187 6.142444 10.754970 12.298790 15.390822 12.038741 12.341017 14.123267 11.252543 2.069977 10.327359 11.237568 10.665894 9.465352 9.216085 7.799835 9.847579 13.149789 11.371631 11.523093 5.391898 5.983714 7.726140 14.018647 11.042951 12.549029 8.030801 1.432532 -1.737447 10.819122 12.915965 11.536416 7.595771 11.340266 11.5811589 12.9935107 11.0017638 10.2124428 8.1903941 11.5154293 11.1794286 7.3042756 10.6149354 14.5603954 6.0108089 8.2905221 13.1389129 8.5480185 11.8464040 10.7694195 2.1695082 13.9147888 8.1243545 6.5340787 8.9281207 10.2950063 9.7210228 10.1399002 8.8764055 8.8409887 7.2960389 11.7514604 10.0827950 10.2657826 10.3025632 10.5681078 9.9015044 11.7610913 3.6549281 10.1642372 8.7484455 12.6176147 9.2925933 8.6190681 10.3046174 9.3111371 12.6284601 6.2051305 8.6560065 7.0699706 11.3337432 10.4826920 10.9903239 12.9974315 10.7238397 10.2309229 10.4527494 10.9473647 11.0499371 6.3606487 9.6998480 9.6403690 3.4325452 5.5294024 -0.7374466 12.5463556 11.2153209 9.8759451 3.8475761 8.3246621 8.1391328 10.3896432 TCGA-BP-5009 52 1 1102 NA kidney stage i t1b nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 69.49.0 NA NA 2 NA 2 4 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1.213791e-06 2.774378e-07 11.0618861 9.8636933 9.0540114 3.8718042 11.4194936 7.4990255 12.0644171 -1.4134994 1.7156738 4.7958604 9.7336109 7.9173225 11.0654283 8.2989327 12.0510793 10.1638347 10.4625391 9.0682054 1.9083518 10.2180378 9.4467169 7.8295800 13.9039952 NA 6.6738687 NA NA 10.2504087 10.1797970 7.5052693 4.1713670 9.8526068 9.1638348 10.0231174 11.7135942 10.5311179 9.0324552 6.2937659 10.9797964 9.9083341 8.0722350 11.1955846 6.7001484 10.5507468 10.9644298 4.2302645 11.8994306 9.5849963 10.7348825 10.2093728 7.5807590 7.7079395 10.1064156 9.4268140 8.4490434 5.7259565 0.1713349 9.6903493 9.0084706 4.5636829 6.9744238 9.6070525 -1.4134994 10.5281871 9.5715363 5.1863183 10.9276301 12.8576501 11.2820692 10.0822610 16.0758149 8.5948344 8.4161287 4.9083326 9.9201203 7.5722477 6.8810271 2.8828582 8.7909769 9.6260105 8.5793442 9.6443976 9.2410419 8.4613874 9.9636165 6.6632222 12.9547077 11.2374576 1.5864045 11.6302876 10.9012384 8.7897540 0.1713349 9.2517418 10.8987217 7.9461554 10.4021894 8.4287563 9.3718583 10.7535104 8.7500557 10.4693775 3.8343370 8.9733461 1.7563402 -1.4134994 9.9963272 6.0621390 9.1900323 9.3905370 10.3504482 8.2937650 9.8485007 9.2011158 12.1984174 9.4629229 9.9744232 11.7200298 2.1713670 11.3713781 10.7307455 9.8085971 8.5347733 10.0631521 0.1713349 5.0126715 6.8992892 0.5864045 8.0742458 14.1931870 9.5186207 12.0785095 9.5442334 9.9262560 4.3143267 6.6632222 10.9733462 10.9114303 10.9423075 11.1293894 9.1937363 8.9722685 11.2959206 3.7156847 5.9527273 3.5405977 0.1713349 10.3160267 13.6660990 10.8558248 10.3529348 9.2997925 8.0293496 10.0666912 8.0762539 10.0030715 6.0942002 8.9038186 8.6685549 10.5086224 9.0912249 8.3446292 11.3687899 12.6177625 11.6766838 9.4629229 9.5376905 3.1360765 11.9223545 9.3303988 9.9754995 9.8712301 5.9351344 -1.4134994 8.1060420 10.8349265 6.7525693 8.0629296 11.0974173 8.1001335 10.6808135 8.9318113 9.9356872 12.3363801 10.3404582 9.1760195 6.0293491 8.2284575 10.3383684 -1.4134994 10.3421280 8.4065847 6.8437942 12.9295916 10.3487880 8.7550782 11.3591329 9.9201203 8.9957968 10.7221377 9.2650060 10.0585890 7.5406023 0.9083518 11.5422374 6.0126715 0.1713349 8.8555326 4.4932951 10.4857628 5.4932951 10.7673407 7.0609229 6.1863183 NA -0.4134994 10.9159220 10.6968892 11.1304043 11.4848184 7.7079395 8.8654710 6.3250392 12.0409623 11.0347804 10.8476194 8.7374225 9.8758485 11.2468476 -0.4134994 9.3160267 1.3937457 -1.4134994 9.9936737 8.2868456 9.6831211 8.9754995 9.4295419 14.2418528 13.4069339 5.9614451 10.9814045 12.6260104 10.3023680 -0.4134994 4.1969847 0.5864045 2.1713670 7.1713680 13.7253976 10.0646699 7.9592711 11.7885297 0.9083518 8.5007909 9.1147330 9.5164041 9.1070245 8.0641640 11.1136385 9.2737816 11.2200823 9.9017649 8.8104074 11.0301265 8.9217963 5.2634927 8.5712942 10.9899506 0.00263570 -0.00498440 0.03362200 0.41530000 0.33577000 0.00966120 -0.02041200 0.00680440 -0.00263220 0.00763920 0.00763920 0.00763920 0.00763920 0.00263570 0.00263570 -0.00802830 -0.00498440 -0.41366000 -0.41366000 0.09492700 0.03362200 -0.00816240 -0.00235530 0.00000000 0.00000000 0.03199900 -0.39719000 -0.36918000 -0.02041200 -0.00816240 -0.00373950 -0.00069303 -0.00069303 -0.42254000 0.04230700 0.02465000 -0.00263220 0.00763920 0.000 0.000 0.000 0.000 0.381 0.381 0.000 -0.423 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.325 0.325 0.000 0.000 0.000 0.000 -0.414 0.000 0.000 0.000 0.000 0.393 0.000 0.000 0.336 0.336 0.000 0.000 -0.369 -0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.381 0.381 0.000 -0.423 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.325 0.325 0.000 0.000 0.000 0.000 -0.414 0.000 0.000 0.000 0.000 0.393 0.000 0.000 0.336 0.336 0.000 0.000 -0.369 -0.369 0.000 0.000 9.542056 11.301939 9.277277 11.702262 9.401789 -1.413499 2.908333 9.537691 10.868336 3.795860 9.108988 3.795860 8.862530 13.743674 8.206626 8.696237 6.086251 7.997917 8.643044 8.223031 10.896451 10.022597 6.380821 8.312624 9.836112 10.362839 8.175120 8.925142 11.937897 8.169489 12.310583 5.705348 6.720833 7.403390 9.121681 10.823317 10.3648938 10.3404582 8.1001335 NA 10.3383684 8.7475378 6.4690492 10.3173006 4.6524980 10.1779283 9.7355179 7.1177875 6.6632222 10.0391620 7.4287563 13.0394836 10.7985983 9.9478014 13.1324563 12.3860923 7.2084578 9.6511488 9.9711897 8.6511486 9.4743880 9.3824455 6.2084568 6.6362548 13.2896066 9.6059967 9.1323357 6.2729059 3.9787265 10.3240758 8.4917930 12.7865382 10.0350385 11.7200298 9.3767544 7.5171434 8.1088501 11.1718380 10.5782820 15.0701430 11.1293894 11.4968613 13.1593429 10.8830354 0.5864045 10.5511078 8.7040489 10.7790069 9.2057090 8.3446292 7.7588335 9.9701102 12.7773109 11.0414762 11.1925798 3.1099623 5.7156902 6.5864060 14.1377240 10.9668670 12.4039892 7.5521903 0.1713349 -1.4134994 9.6396531 12.7814705 11.1298438 7.0334891 11.0134568 11.4159305 12.6215487 10.4625391 10.2180378 8.1562616 10.8037578 10.7989023 5.2157640 10.4385453 14.0455295 8.0722350 4.7762303 12.5553103 8.6975417 11.9955316 10.0677008 2.9083326 12.9385183 6.9470337 6.9701105 8.6435990 10.3257646 8.9262560 9.4947986 7.5112182 8.9195612 6.9262557 11.8398102 10.9979169 9.3117722 10.7134330 10.1576846 10.3844726 11.2961359 2.8343269 10.2261988 5.3006509 12.6744653 8.7208322 10.1192488 9.2997925 9.6060661 12.6628875 6.5052685 8.7001480 4.7563295 10.8349265 10.6003497 11.3209039 12.9295916 10.7613316 8.9872853 10.0585890 10.7663150 10.7734487 7.4690492 9.8867585 9.6335298 -0.4134994 NA -1.4134994 10.2184923 11.2929602 8.6870684 2.1713670 8.5007909 8.3677655 10.2811991 TCGA-BP-5010 63 1 878 NA kidney stage iii t3a n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 68.55.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525908e-06 5.548757e-07 10.3511696 9.6184143 7.8621433 4.8242740 10.5677487 9.9848074 11.8723850 -0.7302487 1.2696915 5.7932482 10.5631577 8.7084780 10.8862349 7.4092373 11.7782237 8.3755947 10.2626245 9.2975922 0.8546340 10.6409182 8.7715231 9.4130694 13.5638761 NA 7.0043958 -0.7302487 -0.7302487 10.7089975 10.1268896 8.0111529 5.1276663 9.1446674 9.4924809 11.0249910 10.0826656 10.4333358 9.5597050 6.1645047 6.6875381 9.5353012 6.9278976 10.4149815 6.4791400 10.2419480 11.5003071 2.4396231 10.3236120 9.3611216 10.4724222 10.1690431 7.8917381 3.7932508 10.2750300 8.9614297 7.9770452 7.5780254 0.2696317 9.6403735 9.1446674 2.5916076 6.4092382 9.7147009 5.5176127 10.8314513 9.7565211 6.6959507 9.6542540 14.1964917 10.8261921 11.4330213 15.5891642 8.5848355 9.4345930 5.0245723 10.2899716 7.3624436 9.2397921 3.9158459 9.1825754 9.3317323 9.1720612 10.2717979 8.4015430 8.3086052 8.4143444 6.8088445 14.0368878 10.8518281 NA 11.2903189 10.1710508 9.6039594 NA 9.1229957 9.8117507 8.6533904 9.6843713 6.7126302 9.0608491 11.0620698 8.1915271 10.3649183 4.4791400 8.2583710 1.8546340 NA 9.4533215 7.7372920 8.8319285 9.8926530 9.5411491 8.1369650 9.4295574 10.1840712 10.9527772 10.0485845 10.2774142 11.4352212 5.4595103 11.4569423 10.4402371 9.5837028 10.2975921 9.8602732 NA 3.4396098 3.0770379 1.5916315 6.3989694 13.7953904 5.8088458 12.2585483 10.8213944 11.0115744 3.9701266 7.0178785 9.6403735 10.7219274 10.4791395 10.9984569 10.2633321 7.6006028 10.6006030 8.3544945 NA 2.5916076 NA 10.5734668 13.8983025 8.9526807 9.7655412 9.5469735 7.4345932 10.1530931 8.5317811 11.3070855 9.6896463 9.0145199 7.9135423 10.3163804 9.2696861 8.4270329 11.1488865 13.3547436 11.0457079 9.3222542 9.7263588 4.3167033 12.3770667 9.3384643 9.5211685 9.2892768 6.1400506 1.5916315 7.7615393 10.7615392 9.7478996 7.0387961 10.6864836 9.0077783 10.5446466 6.9561868 9.9657843 12.0904634 9.9561866 9.2249145 4.5550860 8.5643069 10.1120365 NA 10.2626245 9.0060882 6.3031086 12.7376737 9.5994824 8.5057004 11.4806618 9.9942000 9.6758911 11.3849672 9.4791394 10.2114673 5.5364726 3.7932508 11.7811917 6.4595103 5.2920529 4.5176159 3.5176159 9.7053564 7.0111534 11.2790039 6.6106927 4.6620061 NA 1.8546340 11.1404361 10.4840053 10.7131477 11.9347999 7.7250131 7.9153805 5.6066821 11.6817266 11.1147841 10.7545090 8.9063107 9.7280928 10.9283439 0.2696317 8.8602732 NA NA 9.6885928 8.3703483 9.2340270 8.9099312 10.4564194 13.7640417 13.7148950 2.7291177 10.8328824 10.7141834 10.3755947 2.7291177 4.6526987 3.1765781 NA 6.9561868 13.5949213 9.9570618 7.1151758 12.3783739 NA 8.5870987 8.5364726 9.7695319 8.7814387 7.7615393 11.2448176 9.5376432 10.4601281 9.3976804 9.6533904 11.2728526 9.2224274 4.1765781 8.8019447 11.4711975 0.00208050 -0.00055444 0.00323720 0.00610900 0.00416320 0.00930980 -0.00429290 -0.00332430 -0.00973460 -0.03264300 -0.03264300 -0.03264300 -0.00885260 0.00208050 0.00208050 0.00208050 -0.00055444 -0.35988000 -0.35988000 -0.35988000 -0.35988000 0.00666530 -0.35715000 0.00235810 0.00235810 0.00069327 -0.35567000 -0.35567000 -0.36322000 -0.00733390 -0.00733390 -0.00180140 -0.00180140 0.00000000 0.00179890 0.01126100 -0.00973460 -0.03264300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 0.000 0.000 -0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.356 -0.356 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 0.000 0.000 -0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.356 -0.356 0.000 0.000 7.439612 11.576887 9.323612 10.593304 9.178079 2.854654 6.644726 10.045296 10.942735 2.854654 8.642551 4.077038 9.170553 14.171072 7.393807 7.545811 6.479140 8.158429 8.037870 8.351835 10.572325 10.408598 4.942111 9.037870 9.121435 9.795207 10.738819 6.695951 11.020393 9.662004 12.406028 2.970117 6.573467 7.573467 8.913542 10.373630 10.626688 10.231136 8.826192 2.269691 10.803016 8.897220 5.884395 10.382126 4.479140 9.401543 9.312713 7.362444 7.164504 9.553932 8.545810 12.505999 11.300008 9.733210 13.578807 12.324799 6.877017 8.484005 10.562583 6.884396 9.828107 9.666291 5.997606 8.995904 13.406357 8.793248 8.457038 6.102576 NA 10.160710 10.094645 13.099904 10.278115 11.435221 9.404112 5.854649 7.686863 11.398969 11.417209 14.073010 10.998457 11.156526 12.248754 10.638193 2.854654 11.167532 10.051865 10.653930 8.359799 8.427033 7.858401 10.465673 11.996117 9.404112 10.902227 4.439610 6.777480 5.439610 14.231290 10.115960 12.652175 8.244101 4.077038 NA 9.655548 12.344998 11.374170 7.121435 10.695951 12.026242 12.223519 10.262624 10.640918 7.051046 10.084269 9.563158 7.785386 9.911738 12.297259 6.927898 8.244101 12.465189 8.357149 11.429873 10.159950 3.439610 12.741742 6.926326 6.077040 8.472692 10.144667 8.406677 10.521760 7.749467 8.597396 4.077038 11.124944 10.390572 8.733211 11.275311 10.376903 8.806905 11.692277 2.269691 10.081061 6.997606 13.176966 7.801067 9.998457 9.546974 9.522470 12.322763 4.077038 9.305860 7.613982 10.761539 10.810686 10.307919 12.737674 10.665220 9.574608 10.211467 11.856760 10.311345 5.997606 10.201901 10.271798 0.854634 NA 8.664149 10.766540 10.958706 8.729118 3.591620 8.587099 8.115176 9.638193 TCGA-BP-5168 75 1 1463 NA kidney stage i t1a nx m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 68.55.0 NA NA 2 2 3 3 3 2 NA NA 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.1111736 2.5084033 9.4088059 9.5196307 10.4459470 10.4332159 8.0956760 7.9602487 10.9965525 9.2205336 6.9475154 2.2673860 -1.1919857 9.0064088 7.8386310 NA 5.8523585 8.5527974 2.3929219 10.3182333 9.6313310 7.2300281 10.1236454 12.7368521 10.7607049 10.8800963 15.5564841 8.5893234 10.8618896 4.3929287 8.8331032 7.5426736 5.2998161 2.0739916 10.2963060 9.1850875 8.9294972 9.6565866 7.6056254 8.3721133 9.2947988 6.4803895 13.4871689 10.5324775 -1.1919857 11.7838116 10.4049547 7.3548585 NA 5.2002807 12.5099199 7.3702061 8.6040035 8.6023797 6.7737485 10.4171424 8.5273527 13.4338848 3.5628530 9.1862586 -0.1919857 NA 9.8679840 6.5084033 8.3529280 9.1764701 10.8434502 8.3038186 8.4590156 8.9940779 11.8251636 9.5040618 10.3280912 11.5940291 NA 10.2381131 10.1965191 10.2488328 8.6249475 9.5066684 NA 1.8079731 -1.1919857 NA 7.8023173 14.1225823 8.1321444 12.0835063 9.5426732 9.8317180 4.8079628 6.9423902 11.2995663 10.8058488 9.9013813 11.4408453 7.5827509 7.9059958 11.0134515 3.7148499 5.2509085 NA NA 8.4208323 13.9278370 9.3615929 9.9596146 9.1489265 7.4373201 9.5925985 8.0629921 10.1041515 15.2546755 9.7171068 9.4162184 10.2240909 10.7530417 8.5443656 10.7016444 12.1487874 11.0791349 7.7966484 9.2422374 5.3872040 11.9120710 8.9741269 10.4755188 9.7512111 10.0307586 -1.1919857 8.1720984 11.3312806 12.4384333 9.0336892 11.6217449 8.7952276 10.8530407 7.7534073 10.0433796 11.3107955 9.6337175 8.0281000 4.2002846 7.1433536 10.5641030 NA 10.7092077 8.8261639 6.6217442 13.2610414 9.4473044 8.5728351 10.7966484 9.7795073 9.3966784 10.5771404 9.2342285 9.6837131 7.4152939 1.9779027 11.8516746 6.0747495 5.7852445 7.9449551 4.0558898 10.5995336 8.1276359 10.7401600 5.2673935 3.0558898 NA NA 10.8261638 10.5490093 11.1394405 10.3442109 8.5511149 8.3451821 6.1676249 11.0811765 10.8181421 11.4983982 8.8632462 10.1770157 10.9259314 NA 7.1916683 -1.1919857 NA 9.9810162 8.5443656 9.0805934 8.0271325 9.2077757 12.8985724 14.2496435 3.1298929 11.1868004 12.3989016 10.3519622 NA 3.6659498 0.3929768 -1.1919857 5.8523585 14.0858685 8.2405056 7.4152939 11.6676926 NA 7.4518202 8.7031450 9.7497449 9.9340228 7.0886876 11.0971181 9.4732997 11.4377756 8.7504782 7.7621601 9.9760090 8.2632908 3.7783558 7.7733727 10.0523276 0.00241330 -0.00097017 0.00583230 0.48768000 -0.00802440 0.00000000 -0.00747200 0.00903120 0.00643430 0.00416320 0.00416320 0.00416320 0.00416320 0.00458000 0.00458000 0.00241330 0.00499690 -0.52184000 -0.52184000 -0.52184000 -0.52184000 -0.00110870 0.48768000 -0.00536390 -0.00536390 -0.00739460 0.00332990 0.00332990 -0.00747200 -0.00107950 -0.00107950 -0.00221680 -0.00221680 0.00166420 0.00263570 0.01628600 0.00643430 0.00416320 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.522 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.522 0.000 0.000 0.000 0.488 0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 4.392929 12.095243 8.966574 12.690798 9.463494 NA -1.191986 9.506668 11.222385 -1.191986 8.859173 8.252979 9.223705 12.904349 6.835870 6.952622 6.569515 7.782378 7.017418 8.200281 8.911251 9.510136 1.615322 8.381611 10.224233 11.362073 9.048755 8.827555 11.564520 8.673697 12.376979 1.392922 6.065353 7.426349 8.886114 10.892772 9.8980761 10.5515359 8.2755691 NA 10.4162185 8.5645199 5.7387003 10.0499468 3.8954287 9.7260815 9.6056253 5.9577103 7.3117892 10.1660654 8.3471226 13.1844961 10.5744926 9.8509910 13.0875743 13.0287954 6.6783283 8.8780846 8.7766304 6.1117450 9.3938651 9.0100875 6.1117450 3.3315189 13.6900813 8.4643885 10.3132791 7.5426736 3.4518177 9.9519846 8.6169278 13.3426921 8.9190993 11.5940291 8.7460729 7.1208465 5.1347508 8.3948035 11.8443090 15.8077766 11.4408453 11.1589029 14.0508401 10.5252117 -0.1919857 10.6974677 10.8195404 9.2571122 8.2342283 8.5443656 7.3816113 9.9990229 12.6403593 9.2927866 11.5441542 2.2673860 4.8303314 6.6408537 14.3433733 11.0904730 12.1796042 6.6408537 NA NA 9.5925985 12.6554126 10.9697191 7.2550465 10.8723696 11.512732 12.942791 10.375920 10.222649 6.129891 11.465952 9.033171 7.287744 9.768690 14.202837 7.381611 8.191668 12.854144 9.117440 11.719168 9.823379 3.200285 14.253302 5.035241 5.165514 9.721751 10.039185 9.375920 10.089314 9.084088 8.859961 5.967835 11.811657 9.391047 9.937891 10.638083 10.310298 9.462600 11.457220 2.807973 9.676015 7.147813 12.984669 8.595866 8.154477 9.148926 8.941941 12.313403 2.392922 9.793806 4.714855 11.331281 10.501886 10.850307 13.261041 11.850478 9.410662 9.683713 11.056188 10.781170 4.895429 9.826859 9.751944 2.807973 8.344250 NA 9.870010 11.236353 9.039185 4.165518 7.451820 8.428183 10.197057 TCGA-BP-5169 70 0 NA 193 kidney stage i t1b n0 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 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9.4747491 12.4283314 11.0525035 9.1139997 6.1050914 8.8492534 9.8414019 NA 10.0137305 7.8115725 5.9961582 12.6899182 11.0773672 8.1723555 10.9783686 9.8859750 8.6320715 12.0006747 9.6068210 9.8667644 8.1246326 1.9086976 10.4911507 3.8472954 2.7831633 4.9961582 2.7831633 8.8433690 5.3898215 11.3770306 7.5361073 5.6275135 NA 1.6456556 11.2746529 10.8080520 11.0575953 11.9768016 6.6635823 6.9655673 5.8224625 10.1222043 11.2541003 10.0482464 7.9384422 8.8551139 10.5519501 1.3237159 9.4058816 NA NA 10.1660830 7.5998571 10.0388366 8.3844285 10.4263645 11.6515659 12.3879701 6.4217653 8.5110845 11.7859792 9.8512096 NA 4.1817148 2.4936473 0.9086592 5.7499981 13.8367199 9.9521782 6.8859745 10.6172042 1.3237159 7.6900546 9.0481272 10.7780319 8.5234047 7.3293568 11.0802889 9.2381176 10.7928656 9.2141945 8.1597831 10.4703013 9.8443513 2.7633478 8.1954224 11.9772495 0.00917050 -0.01505400 0.45216000 0.00055459 0.16415000 0.31402000 -0.13220000 0.02076300 0.01433000 -0.05415100 -0.05415100 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12.123014 7.823579 10.258898 10.075277 4.181715 8.789299 8.837460 9.056748 8.859008 7.827558 10.886452 7.206376 12.593582 4.078618 5.698771 8.013731 8.020700 10.269176 10.0559001 10.0516531 9.2574232 NA 12.1417155 8.5011521 10.3715382 10.0119829 3.3237303 10.0465402 9.5846521 7.4058818 9.5537531 9.0516530 8.1848193 12.5527016 11.6826584 9.0465402 13.0085908 12.5878819 6.4322563 8.9819440 10.1863699 9.2981471 10.0761132 10.2048466 7.2002493 5.3898215 13.0240639 7.7457973 6.2662468 7.5234051 3.0241778 11.6674735 9.0685666 12.8062885 9.7531393 13.7607694 9.0345390 7.4217644 8.3658845 12.5546537 10.6856763 15.1931578 11.2474315 11.3640223 13.6303640 10.4961601 4.5331833 11.4108639 7.2063756 12.3111743 7.8035131 8.2336259 8.3095746 10.9217851 10.8730359 10.3674435 10.8575490 2.6456556 7.8195877 5.6987713 14.6638810 10.2742885 12.4695056 6.9086952 3.3237303 0.3237736 10.1770421 12.6756380 11.2464545 6.9675883 9.7790597 11.2340006 11.7444824 10.5447155 10.4607237 8.0952219 9.7770033 12.7485550 7.8472948 9.1879186 12.2425791 7.6275135 5.8472954 11.2959729 9.0952221 11.1964075 9.6206487 1.9086976 12.7188650 7.7123096 6.7246121 7.8448225 9.5258565 7.9819440 10.0525034 7.6091351 9.9329113 5.7831633 11.2913191 9.1863701 7.7117496 12.0788288 10.2873512 10.2742885 9.8265644 3.7831633 10.0508022 9.4658396 13.0454609 7.1879191 6.0919177 8.5951956 10.0652586 12.0863223 11.9928391 8.4111953 6.4530154 10.7117499 11.0409806 9.6546495 12.6899182 10.1034520 8.3978740 9.8667644 11.7402662 9.2909588 7.2952758 10.1415157 10.9992487 5.6812834 -0.6762264 0.9086592 10.2735592 12.2431323 8.8764018 5.3237339 7.6900546 8.6568878 9.7341839 TCGA-BP-5170 55 0 NA 2412 kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 2 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.10504106 0.25120402 5.70330284 10.18126397 6.69000496 10.67826852 7.51254612 12.02009159 9.77825310 9.98496567 7.08993558 0.52004502 10.06825941 8.32528611 6.84200833 13.08438796 NA 6.01193166 -0.06491748 NA 10.00389537 9.72301974 7.54244766 3.02258087 8.26379219 9.38323340 8.96854008 11.61679482 10.48201158 9.54337195 5.54982624 9.57716878 9.43595898 5.96854008 11.19779931 8.96302321 10.61767288 11.12401504 3.45868385 11.87451270 9.34768691 10.09876680 10.36243000 7.46259388 4.42696915 9.84125612 9.74005478 7.41085071 5.76800696 -1.06491748 9.18066979 8.27496699 1.25707098 6.35297034 8.59867524 2.10504106 9.68498665 8.80085041 5.67658336 10.04820812 15.00433613 10.93441256 10.69625278 15.37733173 8.18778259 9.37909673 4.02258087 9.07466839 8.42897272 7.96302321 2.39454158 9.23432527 8.90378396 9.22628791 9.40577607 8.55716881 8.23661316 9.43894297 6.25704457 13.28322285 11.10660671 0.52004502 10.94494576 11.13530463 8.98224095 NA 8.92805551 11.38864499 7.67320942 9.03577950 8.59867524 8.48778618 10.16693834 8.04102554 10.40874678 2.39454158 8.58796199 0.52004502 NA 9.72056953 7.61459722 8.91096526 8.83144945 11.16663838 8.44489230 9.49831351 9.63815549 11.84594349 10.08549915 9.67151913 12.30389642 2.25704080 10.11077273 10.21994122 10.59644994 6.57897342 9.47621378 NA 0.52004502 NA NA 8.29266903 14.96940028 9.93229656 10.32797113 9.53316968 9.58257557 5.00120775 6.47427541 11.52148787 10.33599656 9.90522302 11.61068834 8.17113125 9.17710032 11.17113131 3.79309474 5.31015832 1.52009533 NA 9.34238496 14.82395551 8.88202335 8.87028210 8.88494372 7.39044414 9.14578851 8.40882308 10.29915878 6.56447420 10.16753807 5.71647791 10.44527304 9.74247214 8.36347730 10.83296262 12.76701814 11.67553038 9.28163080 9.55716901 3.20265280 12.06391705 9.32743453 9.90162267 9.79076438 9.73763353 -1.06491748 7.81776010 11.30852612 10.59043763 7.61639078 11.36739804 8.20424393 10.85807310 8.32313449 9.70495494 12.04069832 9.94284523 8.57577785 4.66303715 8.71647688 10.26939041 NA 10.18955526 7.82081335 5.74247248 13.80200968 9.91311246 8.39044457 10.98360402 9.00657939 9.28936649 11.16783785 9.24459360 9.79542816 6.81776010 0.52004502 11.08961884 8.39249818 3.69000356 8.21124149 4.02258087 10.11066665 7.30580458 11.27832510 6.01193166 4.06440003 NA -0.06491748 10.61459722 10.92095906 11.03643630 10.15972189 8.21124149 7.03314875 6.63805211 11.95175137 10.87763169 11.31422471 8.76958828 9.77116755 10.79037497 NA 8.10002415 NA NA 9.60930933 9.15186313 9.67742667 8.71319437 9.80162333 13.48128816 14.78784171 4.74246978 11.27552364 12.43832176 10.51018361 -1.06491748 5.48970669 1.25707098 NA 5.37806071 14.24327839 8.79930332 7.11004267 12.40208578 NA 7.66982686 9.10517991 9.29815676 9.15186313 7.04885956 11.18423057 8.80548175 11.09624900 10.06568768 9.24913384 10.71770589 7.88931352 3.52187992 7.54614206 10.78060718 0.0030522 0.0093098 -0.0038225 0.4759800 0.4671600 -0.0040162 -0.0060904 0.0102850 0.0179630 0.0094491 0.0094491 0.0094491 0.0094491 0.0030522 0.0030522 0.0030522 0.0093098 -0.5093900 -0.4736300 -0.0008316 -0.0008316 -0.0102320 -0.0056757 -0.0040162 -0.0040162 -0.0040162 -0.0275350 -0.0275350 -0.0060904 0.0000000 0.0000000 -0.0023553 -0.0023553 -0.5007900 0.0063871 0.0263730 0.0179630 0.0094491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.469 0.469 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.459 0.459 0.000 0.000 0.469 0.469 0.000 0.000 0.000 0.000 0.000 0.000 9.341322 11.032162 9.470392 11.696876 8.740861 NA 4.220516 9.196037 11.559419 1.935120 8.127410 6.105043 8.612837 12.912665 7.134790 8.156704 6.054058 8.652794 7.017266 7.745689 11.676373 9.737634 2.635545 8.569928 9.978131 10.564018 7.802396 5.564473 11.927170 9.134790 12.441907 4.220516 6.402722 6.918111 8.204244 10.710727 10.617673 10.494972 7.726280 NA 11.098138 8.663038 6.033150 10.140910 2.842013 9.595113 9.324211 6.266033 7.589753 10.162131 8.578973 13.023657 10.420946 9.690839 13.182155 13.380649 6.173521 9.281631 9.650221 8.346628 9.419940 9.121231 5.043642 6.011932 13.257961 9.207747 9.316660 5.064400 3.742470 10.661761 8.464548 13.766127 8.373909 12.303896 8.734399 5.805481 7.116469 10.748498 11.081368 15.137605 11.610688 11.115337 14.731816 10.364524 1.520095 10.109419 9.165138 9.785304 8.577169 8.363477 7.656216 10.268832 12.012100 9.416917 11.230312 5.001208 4.663037 5.912396 14.977987 10.513962 11.897832 6.394548 -1.064917 NA 8.906661 12.911950 10.955823 7.586169 10.748097 11.305532 12.491982 9.984966 10.068259 6.549826 11.125868 10.098767 7.361381 9.992432 13.575128 5.968540 7.679951 12.770082 8.661335 11.753100 9.248000 3.690004 13.351387 4.556877 5.635557 8.846239 10.461127 8.485864 10.061822 7.820813 8.898707 6.557170 11.626861 10.454262 9.116269 10.567658 10.039061 10.086134 10.901983 2.394542 10.025891 8.466499 12.796739 8.144571 9.491623 8.884944 8.441425 12.883484 5.378061 8.466499 6.283846 11.308526 10.487671 11.200439 13.802010 11.016933 9.044948 9.795428 11.132948 10.215331 6.183044 9.316660 9.597786 1.742481 NA NA 10.720161 11.552378 8.462594 3.022581 7.669827 8.171131 9.909532 TCGA-BP-5173 75 1 54 NA kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.1662831 10.4110215 8.5423676 6.8514717 7.7617168 10.2954148 6.4164496 11.2699399 5.0600560 10.9772170 11.1235420 3.0116924 10.3576042 8.7629348 10.4387221 10.8713710 7.0481185 1.1372412 10.2188514 8.7580566 8.3867347 7.2175991 1.1372412 9.9311002 8.3788120 -1.4477213 6.2665092 8.9424324 2.0117103 8.4349063 8.7918619 5.9868910 12.9989778 13.5647134 11.0728821 10.2180435 15.6331330 8.3466795 9.8428583 4.4830031 8.7690093 7.7321729 5.8831809 3.0920383 8.3004564 9.5636236 9.2767772 9.2970974 7.6994683 8.3104865 8.9753794 6.8514717 13.3916641 11.3458668 0.5522787 11.6882933 9.8515860 7.7690093 NA 0.8742068 11.2784816 7.6892544 9.7039143 8.9837612 9.7265651 10.4032316 8.3121514 12.6531582 3.0116924 9.2500999 NA NA 10.2665090 7.1632884 8.3835708 9.0846195 11.2854907 9.0065628 9.4881651 9.9278459 11.8055688 9.7972218 9.8428583 12.6083084 1.1372412 11.1189383 10.4621565 11.5559570 9.6568623 10.1367562 NA NA 1.1372412 NA 7.2387639 14.4934486 4.7221873 12.5151595 9.8219745 9.6196978 4.2527033 7.3883135 10.9076145 11.0355754 10.0274903 11.5329207 8.0340627 8.7519356 11.2321833 5.5746314 3.2527033 3.1961191 -0.4477213 8.7519356 14.6565960 8.7822837 9.7265651 9.6522687 8.0914222 9.9811470 8.0797402 10.6753502 13.4569451 10.3507352 10.1678930 10.3076893 9.7702212 8.5252432 10.4349065 12.3302379 11.4320381 8.3121514 9.7234403 3.4896072 11.6154900 9.1230679 10.2861262 9.0491172 12.2814593 NA 9.0350715 10.6085625 8.9139551 8.5437712 11.4694490 8.1315792 11.4949612 6.6607875 9.8196355 10.7237530 9.8353517 8.2161774 5.9701151 6.3466786 9.6937321 NA 8.6089013 7.7371385 6.8560445 12.7787509 9.5515589 7.8399760 10.6166694 9.3588132 9.1715664 10.1946491 9.2448790 10.2540031 7.5151597 1.8742068 10.9084403 7.2492310 3.1372248 6.5966579 4.9785297 10.3466793 6.6969216 9.8927034 4.8045492 5.5409479 NA -1.4477213 11.1114015 11.2095819 11.4057679 10.4774469 9.2291022 9.3212747 6.2251129 11.1412122 10.6048315 10.8898854 8.4226283 9.5028193 11.3754316 -0.4477213 8.1428504 -1.4477213 1.1372412 10.2435708 7.5774031 9.9658913 8.5266780 9.4748479 12.9692588 14.2757111 7.1334639 11.0157878 11.7960325 10.4625314 NA 4.3336241 NA -1.4477213 7.5093657 14.7445177 8.1409780 7.7246912 11.1681229 NA 7.9658916 9.1894589 9.8161195 11.1630576 7.6397263 11.0672240 9.3636381 12.0834012 9.4763337 7.2767777 10.0919070 8.8318741 4.8441245 6.8330343 10.4885333 0.3637900 0.1829800 -0.3983000 0.7472700 0.3601900 0.1713600 -0.4193700 0.2859000 -0.0690640 0.0394780 0.0394780 0.0394780 0.0394780 -0.4451500 -0.4042900 0.3637900 0.1698600 -0.4175700 -0.3990400 -0.3990400 -0.3990400 -0.3875000 0.7472700 -0.0062286 -0.0195900 -0.4596100 -0.0067813 -0.0116170 -0.4193700 -0.4126700 -0.4126700 -0.0122870 -0.0122870 -0.4145400 0.3412800 -0.0030475 -0.0690640 0.0394780 -0.419 -0.419 -0.413 -0.413 0.311 0.311 0.000 -0.415 0.342 0.341 0.341 0.311 0.311 0.000 0.000 0.000 0.000 -0.041 0.364 0.341 0.341 0.343 0.314 0.183 0.183 -0.399 -0.399 -0.387 -0.387 0.747 0.747 0.000 0.000 0.360 0.360 -0.288 0.171 0.000 0.000 0.000 0.000 -0.419 -0.419 -0.413 -0.413 0.311 0.311 0.000 -0.415 0.342 0.341 0.341 0.311 0.311 0.000 0.000 0.000 0.000 -0.041 0.364 0.341 0.341 0.343 0.314 0.183 0.183 -0.399 -0.399 -0.387 -0.387 0.747 0.747 0.000 0.000 0.360 0.360 -0.288 0.171 0.000 0.000 0.000 0.000 1.1372412 11.9507400 8.7726418 12.4956024 9.7171704 -0.4477213 4.6183503 9.7924585 11.1554261 1.5522787 9.8588948 3.0116924 8.5606920 13.0530431 8.2335018 7.9785280 6.4102444 7.1409780 8.0401034 8.4681430 9.3393499 8.9648332 8.4800413 8.6317482 9.7340369 11.1470545 8.1010854 13.3715444 11.8231427 9.3748343 11.9480506 4.7810816 6.2665092 7.7470201 4.9616557 10.6410517 9.902098 10.699468 8.627743 NA 9.334443 8.852616 5.629080 10.759278 5.986891 9.985849 9.625736 6.961655 7.140978 10.225573 7.462156 13.458308 10.443288 9.978004 13.425371 13.128512 7.346679 8.573243 9.535970 6.052109 10.125437 9.068948 6.629080 6.935968 13.851722 8.573243 9.833614 5.091421 1.137241 10.310903 8.095295 12.522279 8.883180 12.608308 8.781082 8.502090 4.744656 8.333623 10.513351 16.316461 11.532921 10.883180 14.495808 10.913659 3.307152 10.019359 10.892392 10.492210 8.529543 8.525243 7.903203 10.406742 12.783635 10.765671 11.881358 1.874207 5.970115 6.569072 13.919169 12.072023 12.224910 6.546617 NA NA 9.761107 13.246023 11.718263 8.042111 10.783785 11.2583277 12.4830008 9.9632448 10.3608255 7.2175991 10.7516291 9.4287804 6.5064591 9.7834846 14.8965247 6.4164496 8.2596228 12.8509604 9.5180478 11.3142301 9.5508539 2.3596055 14.5760395 7.0498355 6.9531430 8.7964251 9.9879338 9.4326123 10.0650039 8.1221193 8.6859451 6.4591545 12.2867614 9.4659008 9.8184644 10.8169992 10.6327479 9.5187690 11.1351111 4.0441143 10.0193594 7.0239384 12.3800924 8.7822837 7.0797408 9.6522687 8.9718128 12.0169368 4.2246886 8.9131105 5.1221177 10.6085625 10.2531366 11.0320437 12.7787509 10.8569000 9.0096445 10.2540031 11.1348759 10.4856775 5.1068508 9.7482507 9.5035481 0.1372412 3.1372248 NA 10.0249543 10.8261727 9.3660446 3.3596196 7.9658916 8.4364338 10.2409509 TCGA-BP-5174 45 0 NA 2257 kidney stage i t1a nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3418942 11.6103231 9.8721647 16.8673676 8.0597765 10.9731233 4.0641844 9.9432417 7.2301915 5.1660606 1.2916036 9.1557781 9.5638329 9.0860080 10.0189453 7.5521196 8.7847804 8.6867691 6.0989480 14.8248609 10.7760793 NA 11.5299967 10.1503656 6.4139883 NA 3.4615155 12.3165008 8.3666256 8.6120166 7.9592949 9.4328477 11.5681042 8.6767353 11.9906959 2.7940831 7.9063020 -1.2933589 NA 9.3878678 4.8151553 8.7967418 10.1954738 9.4234490 8.0104101 9.4497809 8.8449012 11.4449329 9.8859166 10.4851173 12.8573288 NA 10.4662764 10.0409028 10.0838400 8.9354483 10.1949718 -1.2933589 2.0285692 3.2915888 -1.2933589 7.4208748 13.7036767 7.1823626 14.5219628 10.5831464 10.1934645 4.0285603 7.4345498 10.0827549 10.5311906 11.0603277 11.4203146 7.5769944 7.8046615 10.8905750 3.2915888 2.0285692 1.0285692 -0.2933589 8.7821087 13.6341297 9.7646212 11.1365593 8.3450654 7.0773167 9.2193699 8.2419050 9.6807071 11.2528005 8.9038463 10.4345499 9.6467596 10.6399513 8.0685735 11.1609288 13.6058448 11.7429749 9.6373668 9.5352182 3.0457749 12.4054427 9.3594744 10.2297013 8.8989224 11.9127281 0.2916036 7.2953438 10.7441765 6.4932919 9.6031738 11.5210117 7.5614980 10.5556436 7.2457885 9.5497654 11.5051013 10.3088645 8.9668786 4.7727197 6.4480965 9.8734203 NA 8.4225917 7.6074960 6.1328935 12.4801809 10.2257743 9.6127684 10.6917599 10.1650361 8.6995679 11.2505289 9.5268085 9.7192541 8.4070693 -0.2933589 11.1305333 6.1495724 2.7066190 7.1864094 2.8765464 10.7157583 6.0553584 9.5252117 5.0446957 3.7066300 NA NA 11.6371821 11.1189347 11.0375464 11.2906525 9.7887785 8.0330590 6.8903640 10.6202669 11.1107066 10.4661017 9.1422998 9.9734161 11.5607187 0.7066411 8.6506095 -1.2933589 -1.2933589 9.6462087 7.3286812 9.5268085 7.9592949 10.0734981 11.8127017 14.0325322 1.2916036 10.0951850 13.1642028 10.1302707 -0.2933589 4.7021145 1.0285692 NA 5.8046628 13.8532380 9.9775088 6.8307510 11.3102559 -1.2933589 7.0903337 8.9914306 9.7967420 9.4472535 7.0012505 11.6828356 9.1793204 11.1456812 9.4079361 6.3065430 9.7002755 8.5395194 4.3504831 7.7066293 10.6090046 0.0034687 0.5947600 0.0026357 0.0012481 -0.0094845 0.0000000 -0.0036011 0.0100060 0.0251100 -0.0275350 -0.0275350 -0.0275350 -0.0275350 0.0034687 0.0034687 0.0034687 0.5947600 -0.6507100 -0.6507100 -0.6507100 -0.6507100 -0.0098948 -0.0021216 -0.0089899 -0.0089899 0.0000000 0.0047190 0.0047190 -0.0036011 -0.0031859 -0.0031859 -0.0049844 -0.0049844 -0.6246500 0.0158660 0.0252500 0.0251100 -0.0275350 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 -0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 -0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.5172013 11.3623838 9.7625898 13.1385841 8.5846803 NA 1.5139960 10.0914133 10.6898547 -0.2933589 10.1318454 5.7066300 8.0575689 13.7920190 6.5521188 7.2802771 5.5268075 7.4814168 7.5984128 8.3341633 10.3332512 10.1138972 4.9920297 9.6731350 10.1954738 9.5276062 7.1578411 14.1196293 10.3926922 7.1075090 12.6788770 4.7289980 6.9354480 7.3028189 4.8359140 10.0392256 8.987400 10.258818 8.479769 NA 10.144382 8.120258 6.306543 10.215910 4.028560 10.072952 10.017810 7.186409 7.513984 9.497792 5.835911 13.216837 10.624747 9.644739 12.804579 12.189311 6.206475 7.689623 10.257857 7.037546 9.384349 9.397501 5.783446 4.350483 12.827434 7.966373 9.668803 4.794093 1.706641 10.512373 7.513984 12.318576 8.966373 12.857329 8.601447 7.491265 5.564485 8.802026 10.514387 16.587176 11.420315 10.422591 12.899231 10.298619 -1.293359 11.048704 9.690336 10.976048 8.474814 8.068574 7.791438 10.254006 12.178178 8.685340 11.141776 3.916085 6.190445 2.706619 13.547599 11.854470 12.368074 9.049815 -1.293359 NA 10.099484 12.848258 11.299311 6.886539 10.616523 11.4068525 12.4044659 9.9075281 10.2292111 5.5646099 10.7265676 10.2486941 4.5892721 9.0586728 14.6865225 6.2990871 6.7619115 12.0284054 9.6150221 11.2457883 9.1276423 1.7066411 14.6707673 6.0103189 5.3648420 8.9900188 8.9270078 8.9438396 9.8416975 6.5769937 8.9013864 4.9160849 11.3576812 9.1823631 9.3213394 10.9038462 10.1959757 9.1772885 10.7168079 2.2916036 10.4760542 3.1660566 12.7604570 8.3102560 7.6839098 8.3450654 9.5283318 12.7233508 2.1660727 9.3913781 2.6135317 10.7441765 10.2906525 10.7897764 12.4801809 11.0811257 7.6579143 9.7192541 11.5735220 10.0954594 4.3504831 10.0001012 9.7227413 0.7066411 1.5139960 NA 9.9007708 11.6203287 8.3983730 2.0285692 7.0903337 8.5268083 10.2331288 TCGA-BP-5175 60 0 NA 932 kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2726125 13.2924128 7.3844488 13.2459054 -0.6859416 1.3461343 5.0419789 8.9046470 7.4120922 10.3273825 5.6891006 12.0203400 8.9597183 9.6934382 6.9722710 2.8990209 10.1358338 7.8336959 7.9434162 16.2351918 0.8990209 7.8218543 -0.6859416 NA 10.3788026 9.6075315 8.5332285 3.1214133 12.1125316 9.3196843 10.3027446 11.0270167 9.6382404 7.8570915 7.5332285 10.8079153 8.9864852 7.8952602 10.5416758 3.8376204 11.1898092 9.5392672 3.2209490 10.9209277 8.2418378 10.5001740 9.3747559 7.4225845 4.8376204 10.1951738 8.7106646 7.9397684 6.7063772 -0.6859416 9.3474830 8.5186311 2.4839834 6.2088781 10.3041639 5.3584525 11.0031843 5.7734927 5.3140584 9.5137321 9.9873689 9.8599896 9.5512699 17.2954822 7.8609541 10.9074510 4.5619859 9.3182802 7.4939691 6.7652708 2.6359865 8.2884744 8.8877071 9.6649990 10.2841657 8.5476796 9.5948307 8.3828380 6.6449767 14.8612858 11.4342977 NA 10.9749471 11.1269551 8.0248665 0.3140584 6.5808465 11.0338765 7.8376216 9.2314319 8.0622529 11.1469499 11.0179634 7.3693426 12.9728794 3.4839834 9.0970579 NA NA 9.0622526 4.0144981 9.4355934 9.7117344 9.5308056 7.9287694 9.9443270 10.3467944 11.2023655 9.5572339 10.5907658 12.4430208 NA 10.5693659 9.6727110 9.8386015 9.8366414 9.9802838 NA 2.3140584 4.7734900 1.6359865 7.8178854 14.6412967 8.0888471 13.7225223 11.2877572 11.2209505 3.8990209 7.1905763 9.2119053 9.8877070 11.3502335 10.3826501 8.4914796 10.0462273 11.9884728 3.2209490 -0.6859416 6.2447976 0.3140584 10.7085226 13.9624736 9.0144995 12.3715440 8.5308058 7.2329236 9.6869249 8.3419657 10.3408323 10.2991903 8.8018997 10.5075853 9.2050992 10.0970581 7.7020771 10.4758216 14.3697660 11.6677581 9.4028481 10.2444128 2.5800972 12.9993562 9.0838976 9.4107750 9.2941994 8.6155561 2.6359865 6.1595505 10.6241046 7.4489480 7.3066013 10.8777328 7.3908757 9.8079153 8.2179417 9.6063815 12.2375730 10.4871123 9.2303125 4.6716104 8.6472152 9.8079153 -0.6859416 10.1310434 7.2209500 5.6539113 12.7051692 10.5380615 8.6449767 11.6558566 10.5180196 8.5038846 11.4514769 9.6098288 9.8676891 6.7652708 NA 10.9125776 5.5038830 5.3913037 7.6359880 4.0689459 9.7213275 6.3474832 10.4484862 6.4552467 5.0954181 NA 0.3140584 11.5509710 10.7564850 10.6683092 11.6035024 9.1246316 7.2269487 5.9813846 10.8848643 11.6669309 10.0913152 8.2119053 9.5925094 10.2565743 2.7734900 9.1035936 NA NA 9.6977641 7.9615180 10.0496159 8.3252870 10.1125316 11.3339980 11.9262372 1.3140584 9.6292094 13.1444760 10.6166988 -0.6859416 3.2209490 -0.6859416 0.3140584 5.2682547 13.9346806 10.7429434 6.4433431 10.9470551 -0.6859416 7.2269487 9.1888415 11.1552311 8.9139727 7.1406079 11.4468809 9.0970579 11.6572456 8.5500741 9.4751917 10.0764419 8.9139727 4.7734900 8.6753456 11.9179180 0.1653500 -0.1727200 0.4420600 0.8120100 0.0673750 0.1224100 0.1739200 -0.0071958 0.0296060 0.0000000 0.0000000 0.0000000 0.0000000 0.1221100 -0.4150900 0.1653500 -0.1727200 -0.3398700 -0.3339900 0.5239200 0.4751200 -0.0585410 0.7968400 -0.4174000 -0.4196000 -0.7333700 -0.3905100 -0.3905100 0.1739200 0.0134920 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9.5440802 9.6269428 4.0144981 9.1828825 9.9452369 7.4889857 6.7063772 8.7978755 6.6269428 12.5817244 11.5732146 8.9102497 12.7400625 12.2722500 6.1469505 8.8551566 10.6880125 7.4587183 9.5210741 10.7678449 6.5038846 5.6539113 12.6030701 7.7486880 7.7486880 6.5994621 2.7734900 10.5530616 8.6672067 12.4775523 9.4536112 12.4430208 8.3882012 5.6539113 7.3171557 13.2578567 9.9452369 15.9851309 10.3826501 10.5235132 13.4059910 11.1556242 -0.6859416 11.1386209 6.8763021 11.7152060 8.4510508 7.7020771 7.2447976 10.5542549 10.9524958 9.4764512 10.3975391 7.3639087 7.2798446 3.7734900 14.7830437 10.6977642 11.9518168 6.4839850 3.7063758 NA 9.1294433 12.7653998 11.1362164 6.2798446 9.9642141 11.4051646 11.8156483 9.6934382 10.1358338 6.6359880 9.4028481 11.4564860 5.7403259 9.1437827 13.9750240 7.8952602 4.0689459 11.4005079 9.0970579 11.0664405 9.1230241 2.1214133 12.6458166 8.6935465 5.1720394 8.5681199 9.1704854 7.2506982 10.3077059 7.3908757 8.4814782 4.6716104 11.5467806 9.7948501 7.6132679 11.5051191 10.7004613 10.4219308 9.6258082 2.7734900 10.4186586 6.3801493 12.8175042 6.8376216 7.6583557 8.5308058 9.3583721 11.8980828 2.8990209 8.9988084 2.7734900 10.6241046 11.0855493 9.1704854 12.7051692 10.1019624 8.4251953 9.8676891 11.9928800 9.4889855 6.2447976 10.1587656 10.1246315 -0.6859416 NA 4.3584525 9.8238348 11.0053846 8.2682561 3.7063758 7.2269487 8.3584538 9.7897933 TCGA-BP-5176 78 1 1590 NA kidney stage i t1a nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 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8.35812413 10.74272702 10.14304093 9.49575751 5.66481560 4.97932573 9.47876133 7.52661817 10.38644087 4.66481844 11.09901629 10.70303138 2.96438015 9.94451574 8.91954150 10.34013963 10.52852561 6.91468889 7.95306090 10.96562948 8.89017762 7.33360978 5.12087859 0.37939916 9.58459596 7.75662437 -0.03563834 5.97932573 9.79409886 6.10733427 9.94594343 10.06722661 6.94546725 10.56354198 12.23943361 10.55807846 10.92413656 17.15405268 8.64502862 9.15995331 3.58886452 9.71200967 7.23428192 6.16731577 0.70425227 8.49835460 9.56982467 9.13263031 9.86272553 8.36383207 8.67976615 9.18837768 6.33360978 14.37668129 10.93016037 NA 11.61273366 10.10632136 9.13430104 NA 4.13430310 11.92365358 7.92051007 9.50159439 8.45889830 7.88522536 11.27744805 8.38082164 11.73930862 1.37939916 9.00603513 1.70132726 -1.62060084 9.81976365 3.96438015 9.24669239 9.55870061 9.89166023 8.12760646 9.22176400 8.90395533 11.69688839 9.70640484 10.51864519 12.65386454 0.70132726 10.34497060 10.07855220 10.01513164 7.81820572 10.02462165 NA 0.96436166 0.96436166 NA 7.52916034 13.98703288 6.00146449 14.39341226 9.93639855 9.99871650 3.13430310 7.16077299 9.93496138 10.58092492 10.68062395 11.49749491 8.00512261 9.67173530 10.82882021 4.90297558 3.46687505 0.37939916 -1.62060084 8.39064103 14.00072144 8.73696571 9.88869379 8.68775254 6.65553788 9.46289300 8.03046520 10.33072376 11.98188047 9.48597659 4.21230474 9.87843722 11.27290471 8.50740776 10.93950752 13.42265453 11.39657000 9.64970886 9.53043014 2.31582704 12.34862022 9.69399686 9.95778622 8.46554967 12.28527063 -1.62060084 7.72148819 11.03762506 8.65715443 9.10814204 11.68119553 7.90297558 10.67575631 9.20278085 10.04918448 11.10882192 9.85717190 8.96734098 5.52916190 6.40731876 9.88125073 NA 10.46189531 8.40316801 6.46687668 12.72765762 9.91468904 9.37093539 11.22490362 9.22019160 9.57170639 11.18179667 9.57355479 9.87226825 7.11073281 0.37939916 11.22451153 7.44010922 6.27398950 6.14096471 4.05184190 10.35919598 7.09709034 10.18859886 5.26474284 2.62735002 NA NA 11.51944450 11.00808696 10.91857243 10.81612511 8.17545324 7.81803887 5.51753082 10.99043836 11.19539725 10.87476900 9.18112194 9.81820540 11.00512247 -1.62060084 8.45355503 -1.62060084 NA 9.78295825 7.29827707 9.45087596 8.24514670 9.89462059 12.53699737 14.54268981 1.70132726 10.98581882 12.63008211 10.19359546 2.62735002 5.53928601 0.96436166 -1.62060084 5.65553788 14.70528117 8.06941164 6.88323957 11.66928840 NA 7.71480394 8.84171120 10.18556034 9.82804617 7.39343422 11.54761558 9.59797673 11.32960492 9.20039032 8.11412336 10.16649992 8.83782028 3.79490448 7.63599956 10.34050152 -0.00485240 0.00892740 0.00375120 0.00679810 0.00198730 0.01013900 -0.00443750 0.41495000 -0.01918300 -0.46749000 -0.46749000 0.25589000 0.25589000 -0.01945800 -0.01945800 -0.00485240 0.00160620 -0.63103000 -0.63103000 -0.63103000 -0.63103000 0.00221300 0.01083600 0.00054829 0.00054829 0.00777200 -0.01918300 -0.01918300 -0.01131500 -0.00242680 -0.00415440 -0.01712300 -0.01189300 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7.3595528 7.3566932 9.7641973 7.8306249 13.5580395 10.3270505 9.6016048 13.3318363 11.9514032 6.6178186 8.2435996 9.8140418 7.4073196 9.9756034 9.7760184 5.7544520 5.4128357 13.5022820 8.9568425 9.2885567 5.0232687 2.3794269 10.0889283 7.7237094 12.6271928 8.2091365 12.6538645 8.5099840 7.9010141 5.3550903 11.7710599 10.6000942 15.8494766 11.4974949 10.7967387 12.8101275 10.3839852 -0.6206008 11.0781182 9.1426261 9.4728311 8.4169605 8.5074078 7.2027811 10.3083021 12.6816241 9.4121481 11.4100807 2.5493488 5.9263079 7.7802930 14.2096490 11.5871906 11.9971106 5.6273413 -1.6206008 NA 8.9821126 12.9229892 10.9920448 7.3101510 10.9005232 11.6898844 12.9326829 9.7303528 10.0509546 6.2373955 10.8132598 10.0824519 7.1542004 9.7495561 14.2176602 7.5266182 7.8712664 12.7777511 8.9426098 11.4810610 9.9068906 -0.6206008 14.9808652 5.0612837 5.0518376 8.6962269 10.2213709 9.3794137 10.5870381 8.8872081 8.7058432 4.5291588 11.9810683 9.2194048 9.8264968 11.0696299 10.8667512 9.2885567 10.7440955 1.1867541 10.2303817 8.3808216 12.7314556 8.7972659 9.4272192 8.6877525 9.2751933 12.6094340 5.1343031 9.7511902 5.4017806 11.0376251 10.4316420 10.8375638 12.7276576 11.1336748 8.8171656 9.8722683 11.3581241 10.3083021 3.9643801 10.1086094 9.5710897 1.1867541 6.3451976 -1.6206008 10.3204612 11.4203848 9.1115809 3.3336098 7.7148039 8.4774458 9.9816485 TCGA-BP-5177 46 0 NA 293 kidney stage i t1a nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 3 2 3 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2003469 11.6027735 9.0132104 7.0577568 5.0206311 8.8844770 11.2677370 15.7407870 11.7282332 11.5143055 14.2806170 10.6684825 1.6556724 10.6459650 10.8148090 10.0692864 8.8581321 8.6811934 8.4351435 10.3826064 12.5880841 9.2179008 11.4812964 3.8483075 5.6296626 6.1792204 14.6068435 10.8458359 12.7262586 7.5171883 NA -1.1516825 10.0024888 12.3345100 11.4646203 7.5452711 10.9277883 11.611931 12.698783 10.115675 10.305684 6.348149 10.364496 8.818409 6.555663 10.320487 14.247131 7.244908 9.320994 12.750666 9.383579 11.518517 9.855331 2.170246 13.398208 5.040301 5.520730 9.054952 10.441695 9.243838 10.343659 8.578689 9.168574 2.018242 11.770330 9.395198 10.055318 10.865460 10.668483 9.440761 10.264045 2.018242 9.961395 5.257693 13.062309 8.172484 8.545271 9.870671 9.071207 12.577287 4.935766 9.841242 6.197032 11.156074 10.621030 10.441228 13.055699 10.815890 9.880349 10.435143 11.238741 10.488657 4.133703 10.074113 10.085513 1.655672 4.284262 NA 9.854630 11.237771 9.584705 3.802503 7.998050 8.437018 10.081324 TCGA-BP-5178 71 1 1912 NA kidney stage iv t3a nx m1 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.0700783 10.4714084 16.3108001 7.1868670 11.0147448 4.7148005 9.8619211 6.9797704 6.6794646 2.4610308 7.7464438 9.0308972 9.3046005 10.0494681 8.8730414 8.7967755 7.9553587 6.4817010 14.4365865 11.4076106 -1.2395661 11.0929183 10.9051296 9.0666637 NA 6.4610423 9.8612644 7.8131700 9.1312893 7.9797704 10.0976664 11.1402511 8.4558302 12.4050588 2.4610308 8.9663953 1.3455667 1.0824982 9.3266560 6.6674920 8.4868201 9.6659889 10.0943164 8.3016988 10.3370863 8.7378818 11.7149346 9.6802102 10.2934449 13.5527313 0.3455099 10.7089145 9.7871254 10.3739310 10.3380308 9.8124907 0.7606042 0.7606042 2.5679591 1.3455667 6.5871504 14.3455058 2.5679591 10.9488817 10.3123102 10.4902227 4.8691262 8.0847823 10.6965036 10.1307444 10.5304398 11.1771356 8.4062603 10.1170540 11.4614751 5.9700553 -0.2393958 1.0824982 -1.2395661 9.6309667 14.7089692 8.9001534 9.0273885 8.5154893 7.3418026 9.3228444 8.6928167 9.8545147 7.6154700 8.5791843 5.7718301 8.9996156 9.9349035 8.3567918 10.5209061 13.7347476 12.3377947 9.1258308 9.9090785 1.8915358 12.1265143 9.2231042 8.8808398 10.6332768 8.5386790 6.6309660 6.9305268 10.7998638 11.4987660 8.4007565 11.6599589 7.6584472 10.4003949 7.3266560 9.7328638 12.0613835 10.7335818 9.2973737 4.7829694 8.5204902 10.1502333 NA 11.5316787 8.2159290 6.4044587 12.7309775 11.1367273 9.0915190 10.9058973 9.2190085 8.8559990 11.1781407 9.5062762 10.1301994 9.6355834 -1.2395661 10.6805825 5.8266908 8.5353726 7.6060920 4.4330262 10.1884385 4.4885214 9.3104828 7.5719126 4.7148005 NA 1.0824982 10.9572041 11.0709307 10.5695661 10.9308400 9.8360811 7.1301988 6.2700598 10.7898892 10.9220488 10.6787198 8.7206037 9.8467382 9.8956699 -1.2395661 8.8898851 NA NA 9.7967755 9.8253447 9.7563692 8.3493166 10.0746186 13.6784402 13.2644277 3.8480670 9.9485725 10.2179829 10.0740519 2.8480570 3.0085227 0.3455099 NA 5.8691262 14.5981313 9.6508663 7.1952305 11.2439139 NA 8.3266560 9.6255465 10.3099053 8.2958773 6.9553593 11.4497264 9.1443062 11.6137165 8.8691265 10.1416041 9.5550178 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3.667495 3.567959 9.567957 11.225679 1.567935 9.364228 3.515485 8.624788 14.202865 8.163614 8.415238 6.345565 6.782969 8.364228 7.691339 10.937087 10.488948 5.375311 8.990623 9.973706 9.772528 7.252455 13.167671 11.425494 7.882136 12.439518 4.869126 7.415238 6.930527 6.720604 10.781582 10.5635222 9.8658557 8.5485044 3.7147950 11.4545245 8.1312895 5.7606015 10.3660815 4.8049983 10.1137488 10.2174697 6.4885230 8.3972267 9.5695661 7.8847231 13.0483865 10.9299007 9.1900086 12.8682277 12.1167788 6.4610423 8.9280200 9.4339111 9.9135206 9.5062762 11.6015765 5.9001543 6.8049957 13.3141713 8.4645057 7.7577813 5.3899591 0.3455099 11.7204228 8.4312581 12.9963170 8.4817010 13.5527313 8.5807809 6.9504264 6.9186558 11.2836738 10.3031502 14.1785863 11.1771356 11.3748517 13.4846361 10.3628368 2.5679591 11.1707883 7.7147984 11.4471025 8.2363352 8.3567918 7.1784547 10.4246047 12.5508486 11.0859074 11.1359130 1.7606042 5.9103489 3.5154854 14.8995433 11.0845012 11.8905289 6.2118124 -1.2395661 NA 8.7292686 13.3504871 11.3014444 6.8427514 10.4008469 11.359352 12.023724 9.613131 10.335668 7.041372 9.768330 12.763768 6.447103 9.770430 12.750638 7.215929 6.685415 12.326288 8.818594 11.407386 9.807726 2.082532 13.589879 8.427891 6.260447 7.781749 9.914787 8.513819 10.691709 7.624788 8.697240 6.135642 10.733223 9.461909 8.771829 10.982491 10.718792 9.544419 9.708969 1.930510 10.595863 9.550950 12.416823 8.345564 7.703117 8.515489 9.490732 12.456483 8.595073 8.606092 5.252454 10.799864 11.030897 10.685414 12.730978 10.804655 8.471408 10.130199 11.950118 9.769878 6.195229 9.548504 9.505436 6.291983 NA NA 10.479991 10.699141 8.598230 1.345567 8.326656 8.240382 9.985809 TCGA-BP-5180 53 0 NA 2263 kidney stage i t1a nx m0 19-3-2015 male 2004 1892 NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 3 2 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.02998604 11.99780474 -1.51086815 1.33325197 6.63901360 8.30304826 7.07422925 10.60528616 7.97509648 11.97081433 10.70176355 10.36117245 9.41036421 -1.51086815 10.13582585 8.50468236 5.42000398 13.20227770 NA 7.72048848 NA NA 10.24039269 9.97257908 8.06480634 2.57673980 8.84571898 9.87189123 8.68648372 11.42387951 10.00841195 8.03423168 6.70358663 12.38824638 9.64408520 5.99706203 11.64724560 4.86430502 11.05460730 10.37229222 3.53366301 11.31541837 9.11131906 10.69383827 10.38218942 7.61080044 8.05722334 10.83516853 9.96464598 7.61080044 2.29663360 1.07423139 8.95483346 8.94972314 4.44346078 7.62625806 8.72528138 -0.51066259 10.50642353 10.25206446 3.34725461 11.48640431 14.34347812 10.19360310 10.30184562 16.57440762 8.19489964 11.04121567 4.29661892 9.30864802 7.81794233 4.71808758 1.29454723 7.76072993 9.84304261 9.19230564 9.87351132 8.02259696 8.77928599 9.43763432 6.32215710 14.11791205 11.46547325 4.16169424 10.71868681 10.26323880 9.33397287 -1.51086815 10.04289641 12.01576641 7.33475686 8.98412277 8.52681415 9.96195795 10.74753871 8.41556306 11.84888771 3.07423139 9.41778544 NA NA 9.20522925 3.01283681 7.91553166 8.85121090 10.45973263 8.42884629 9.48856261 9.10397699 11.96463963 10.04625217 10.78360071 12.21910029 0.81122439 10.21505947 9.73956562 10.65197318 10.47297336 9.38862417 NA 1.07423139 0.48923463 0.07423139 9.46439872 14.28088794 6.96904685 12.30914685 9.86539258 9.91815066 4.46654882 7.18275386 11.97660479 10.40850298 10.51336796 11.50733342 8.03808934 8.18797158 11.17991997 0.81122439 5.13312371 2.39615949 NA 9.41778544 14.19295448 10.01967356 10.13762468 7.54725856 7.69383818 9.53570909 8.64028362 10.41650442 11.46762012 9.69567113 5.47795250 9.36110313 10.48149744 7.58729898 11.28895354 13.21191461 11.32984841 9.82967359 9.73974922 2.52313536 12.32156382 8.67909158 10.56541468 9.86972816 8.50468236 NA 6.96500040 10.21079357 4.76054565 9.33190044 11.39239583 7.46081054 10.23745999 9.12951203 10.01723282 12.06338760 9.79646797 9.41850327 5.75605454 9.26240638 9.96753120 -1.51086815 10.70904072 8.75253620 5.83799621 13.04445541 10.71928759 8.86864541 10.55468333 9.93376441 8.64408520 11.26561176 9.38711263 9.84075857 8.29823124 -1.51086815 10.69292101 5.01282787 6.61798311 9.17050547 2.94869428 10.62465584 3.88158632 11.21289187 6.63611560 3.88158632 NA NA 10.62048103 11.26960185 11.07305508 10.79133483 8.96398701 8.45216298 6.69857411 9.80101554 10.98512219 11.24122956 9.19230564 9.82186325 10.35731799 0.81122439 8.43763432 -1.51086815 NA 9.30705027 10.00348812 9.57208153 8.30784925 9.58004125 13.02969794 12.31104115 2.18969807 11.19143983 11.56407764 10.09196608 1.07423139 4.22857245 -0.51066259 0.48923463 6.35963186 14.18302634 9.91448305 6.78847561 9.39239578 0.48923463 7.60561137 9.45272679 9.98112028 8.50468236 6.89865822 11.25227201 8.87081010 10.86945766 10.12317058 10.69139100 10.21676222 8.52955705 5.13730268 6.91775277 10.87647673 0.0148880 0.0000000 -0.7371400 -0.0117140 0.0100060 0.0058309 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8.4850343 5.9322100 5.4892668 8.0685832 8.3961578 10.3976598 9.5866409 5.2574520 7.8379956 10.3824853 10.3946541 5.8901475 4.9970620 11.7743803 7.3810506 12.2723524 6.2171881 7.5951754 7.7060131 10.2349415 10.6959763 9.5634087 10.5519879 7.8577739 -1.5108681 10.3538402 8.4962946 3.8815863 10.3468594 5.1757681 10.2069435 10.2986333 7.4608105 6.2374605 10.1875378 5.6491383 12.9166455 10.7671357 9.3205745 12.4377257 11.9488268 6.5925557 7.9831224 9.8528544 8.9050091 9.2399741 9.5654148 5.9970620 3.0742314 13.0397133 7.1827539 10.0859228 2.8815863 0.8112244 10.3673181 7.2408114 12.7192876 8.9527916 12.2191003 8.9851221 7.6591925 7.3970594 9.2599311 11.1568223 16.3612686 11.5073334 11.0796203 13.6644658 10.1537144 -0.5106626 11.3869235 7.5309260 11.3632879 8.4962946 7.5872990 7.8621321 10.3355411 11.7659732 10.5032876 11.3429666 1.8111833 5.7084356 7.6591925 15.0063541 11.0356794 12.2789027 6.8944091 NA NA 8.9384158 12.8451000 11.2353553 7.1076523 10.9184123 10.8681039 12.2745153 10.3611724 10.1358259 7.0010197 11.0810233 11.2163367 5.0128279 8.8577736 14.2267973 5.9970620 5.0128279 11.8235363 8.8751295 11.1916563 8.7769794 0.8112244 13.3516139 7.0953021 5.8201841 8.2460237 9.4499932 8.6478768 9.8341178 7.3472484 9.0928935 5.9322100 11.7488633 10.5543466 9.7735129 11.2150594 9.9745934 9.8778226 9.9394474 0.8112244 10.2636424 11.1301899 12.7481614 8.3237380 10.7102500 7.5472586 8.9448924 12.3549038 5.2836848 8.4463691 4.2966189 10.2107936 10.1335741 11.3882464 13.0444554 11.2510262 9.5171731 9.8407586 11.5742416 10.1054162 6.7466554 9.8912133 9.7234859 1.4892860 -1.5108681 -0.5106626 10.6297774 11.8966465 8.0779816 3.1897139 7.6056114 8.4550514 10.5690853 TCGA-BP-5181 58 0 NA 1495 kidney stage i t1b nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.2178106 6.6267735 12.3636251 0.1403860 0.8123750 9.2117895 9.6949161 6.2488517 10.9766407 8.1774165 11.6953956 9.6241429 10.7396202 9.8367152 3.3102529 10.0532166 9.0896676 6.2348442 10.6109861 NA 6.1176078 -0.4445765 NA 10.1360943 10.2255784 7.2866834 2.3627224 8.3882546 9.8162843 8.3018789 10.9227795 9.9915557 9.2374815 5.7648185 5.1403288 9.8985505 6.5440495 11.0882077 5.1552756 10.9962339 10.0326170 2.1403206 11.1769587 9.2747537 10.2989370 10.4931064 7.4592464 7.9647556 10.8053137 9.1450158 7.6133563 5.1552756 -0.4445765 9.6481219 8.6599634 -0.4445765 5.4978806 9.3424510 2.4622618 10.2631552 11.0886944 6.0945232 11.8952078 11.3777364 10.3014592 10.5511318 16.7240026 8.2713267 10.1965134 4.5553622 9.2028232 7.6560272 5.5997582 1.9030383 8.7648182 10.0304598 8.8806702 9.8699480 8.5008084 8.4727367 9.4956784 6.7202716 14.1473837 11.1548127 NA 11.6148782 10.5927504 8.1737501 NA 2.8032890 11.7123958 7.8361356 9.5963394 7.9040927 6.9260516 11.4435372 9.4357136 12.0307043 3.3102529 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5.2558028 10.1705345 9.3194070 6.3169169 7.5581796 10.0666232 7.6187599 13.2888038 9.8642725 9.9899930 12.3246860 13.0942205 7.2696101 8.8221514 10.2348448 6.0945232 9.2601330 9.2866837 6.0065763 5.7051126 13.2019797 9.3819132 10.3655346 4.7841846 3.7648132 9.9879066 8.8430772 12.5710411 8.4241873 12.6007831 8.8488364 8.1700748 7.1337372 9.4516972 10.9255072 16.6749341 11.2669156 11.8679641 13.9020170 10.7104992 0.5553254 10.9892110 9.9249621 8.8291605 8.5095609 8.9347432 7.2968318 10.2326440 12.7731710 10.1166527 11.6239734 1.5553744 5.5553652 6.5553652 14.2749905 11.2093294 12.1851767 6.7985392 NA -1.4445765 10.8787011 12.6545481 11.1890252 7.5326450 11.0039973 11.529779 13.073465 10.739620 10.053217 6.755037 10.852854 9.917309 5.532644 9.522591 14.753250 6.544049 7.336724 12.636670 8.999344 11.710025 10.156207 1.140321 14.315123 6.063000 5.956245 7.502271 10.076474 9.607933 10.138448 9.297674 9.245363 6.269611 12.932304 8.679486 10.750429 10.647461 10.183810 9.716497 10.806847 1.555374 10.067117 3.014802 13.133416 8.960506 7.109954 9.219812 9.103108 12.656848 3.310253 8.939069 5.125221 11.191083 10.346935 10.960240 13.117846 11.333031 9.163619 10.051220 10.922506 10.155742 5.094523 9.586032 9.680132 1.555374 1.877312 NA 9.618760 11.505007 9.521149 3.555362 7.687222 8.364329 9.966346 TCGA-BP-5182 56 0 NA 1165 kidney stage i t1a n0 m0 19-3-2015 male 2007 1172 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 2 3 2 2 NA NA 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.8419134 7.7076449 8.8597584 10.4801261 9.5604278 9.6931897 9.7296039 6.7076449 7.9937276 13.7451494 7.7555212 10.3568015 6.3361959 0.9438838 11.1026990 9.4720074 13.4211734 8.9616152 13.1651640 8.8346499 8.5035745 4.6916235 11.7334126 11.1510967 15.7303273 11.3681205 12.7828858 13.3212251 10.9770725 1.5288213 10.1476347 9.9630063 11.0253624 8.7241455 9.0927791 7.1468191 10.0654125 12.8376861 11.3056400 11.5715633 3.8183495 5.7426207 6.7252381 14.3085387 11.3378056 12.2643975 8.3174691 NA -1.6411537 9.6546854 13.0189123 11.1262609 7.1726975 10.9382324 11.7160560 12.9302543 10.3781597 10.3072837 7.7009910 10.3771166 10.5341541 6.9438791 10.2710574 13.6852374 6.6853459 7.7032122 12.7248192 8.8376860 11.9578994 10.7001573 0.6808644 14.2424189 6.0737795 6.4674409 8.0104526 10.1874497 9.3833637 10.1762998 8.6558326 8.7791294 9.3575069 11.3888938 8.8366747 10.4323886 10.6402670 10.7904141 10.3564488 11.4631876 3.0593553 10.5868331 6.6718000 12.7258205 9.3232572 6.8627427 10.0238081 9.4284603 12.6642657 6.3419093 8.6139449 6.0524029 11.1620385 10.4589217 11.0390562 12.9873620 11.0074988 9.3805905 10.1020678 10.9609193 10.2601605 6.7977082 9.6887128 9.7893690 3.2658119 3.1662655 -1.6411537 11.2531658 11.1456496 9.2575177 2.5288463 8.3518549 7.6626969 10.2751691 TCGA-BP-5183 57 0 NA 1291 kidney stage iii t3a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 70.53.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.94678528 10.10128974 5.77372738 11.68895728 4.90551938 10.95025829 10.34872395 3.45180456 11.01271357 9.20436182 10.66082872 10.64677019 8.11311287 4.54294518 10.52952065 9.09062879 7.99701572 3.51320016 2.92823766 9.98148451 8.49238679 1.51318752 7.20436182 9.40700704 2.38766583 10.73156121 7.32055508 2.73558716 11.82599017 11.75040979 10.48378515 10.19794842 16.50869466 8.41003661 9.51788843 5.11806066 9.93666591 7.03676156 4.05751959 1.25017333 8.45961891 9.80168136 8.49047988 9.82683874 7.43939708 8.45961891 9.16664214 7.09816266 14.27003411 11.49119522 NA 11.58018596 10.68119914 8.63386963 -1.07187607 4.35450153 12.16425153 7.63559624 9.61035403 8.41003661 8.54845705 10.92046757 8.82002096 12.00145172 2.73558716 9.24678026 0.92819975 -1.07187607 9.34925026 3.09816687 8.54845705 8.69310881 10.74281981 8.74201868 9.70055190 7.74522119 11.66549310 9.73800543 10.40852262 12.55074679 -0.07172444 11.07929830 10.62737593 10.13403055 10.34133635 10.42708652 0.51318752 2.09815002 2.62868029 -1.07187607 7.29018108 13.99222218 10.09690948 13.62428115 9.01702551 10.12852295 4.65615883 7.05235829 10.39838778 10.94713297 10.65275115 11.29023863 8.90265187 8.76112734 11.27419695 2.92823766 4.32055688 1.73560882 -1.07187607 9.31086131 14.17103929 10.09565547 11.19736403 8.65445559 9.25241779 9.89690407 7.97263120 9.66234562 10.79937254 10.27696546 5.43603188 10.44986723 10.50755325 8.64762607 10.78544078 13.11132989 11.40042046 8.72102774 9.52907950 1.25017333 11.83550360 9.40902746 10.97842611 9.60309163 10.97365576 -1.07187607 7.72589858 10.58689513 6.10725056 8.99021603 11.55394616 8.13280867 11.48354545 8.42608902 9.47513171 11.83456428 9.95476077 8.61479044 6.32055508 6.48282570 10.07988820 1.92823766 10.25241791 7.42009075 7.42009075 12.77166771 10.48282620 9.14982433 10.61867190 9.67643015 8.84560954 10.97236504 9.11063181 10.27475110 8.64419915 -0.07172444 11.47223578 6.38766927 2.99432628 10.36858743 2.83513583 9.88533932 4.25016575 9.47416709 6.32029693 5.21363890 NA -0.07172444 11.30978027 11.17616486 11.39507855 11.47994559 8.72913739 9.64591381 7.31827707 10.98250245 11.34819750 11.09314425 8.97808578 9.80091219 12.14210099 0.92819975 8.65104487 2.38766583 -0.07172444 9.81545791 8.71614004 9.42708652 8.25016528 9.42608923 13.95290088 13.90895708 6.13769000 9.58287340 13.09283005 10.19150652 -1.07187607 4.35450153 1.92823766 -1.07187607 7.45961850 14.11462244 9.86413909 8.08305537 10.89726403 NA 8.93386176 9.29687469 10.13647173 9.32698107 7.48282651 11.36884702 9.59712236 11.19414536 10.22817222 7.05752067 10.39686140 9.03283617 5.27891030 8.11739480 10.28688854 -0.0052610 0.0000000 0.0216030 0.6128100 0.0073609 0.0120970 -0.0033243 -0.0231550 -0.0442800 -0.1116800 -0.1179300 -0.1095900 -0.0923450 -0.0052610 -0.0052610 -0.0052610 0.0000000 -0.6366500 -0.6351000 -0.6351000 -0.6351000 -0.6196800 0.0192230 0.0237060 0.0183830 0.0120970 -0.6254100 -0.6254100 -0.0033243 -0.0040162 -0.0040162 0.0259520 0.0259520 -0.6315100 -0.0067813 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6.988933 13.338954 10.405490 9.626942 12.994495 12.497974 7.783106 8.480907 9.509438 7.036762 9.648482 9.808586 6.628677 4.572095 12.824664 8.062664 10.067149 3.451805 2.735587 9.921883 8.746820 12.161857 9.631276 12.550747 9.581978 8.314100 7.287811 9.623466 11.114042 15.627498 11.290239 11.311672 13.752798 10.998023 -1.071876 11.275582 10.403971 10.438507 8.861928 8.647626 7.864875 10.163055 12.361692 11.000705 11.292098 1.250173 6.600662 6.972632 14.158689 11.211904 12.689373 6.528151 NA NA 10.075442 12.796867 11.515745 7.600663 11.210167 11.1636533 12.5079068 11.3173282 10.1868033 7.6629467 11.3068031 10.4799456 5.5281493 10.1006648 15.0102200 5.7737274 3.0981669 12.4431585 8.9394646 11.3376283 9.7547858 3.0981669 14.3700468 6.9859045 7.2813839 8.9702796 9.7642878 9.3897167 10.1370813 8.1761647 9.2967437 7.3119417 11.7108261 10.4483649 10.1211465 11.2543859 9.8766046 9.6889573 11.2580337 4.0157027 10.4985674 3.1761632 13.1543221 8.8275942 10.6642163 8.6544556 9.5781851 12.2737812 4.8351257 9.0588078 4.2136428 10.5868951 10.3450348 11.4268373 12.7716677 10.7464200 9.7331750 10.2747511 10.7132811 10.4161326 6.6217237 10.0288996 9.6544554 1.7356088 3.7862200 0.9281997 11.2219964 12.1520068 8.8619281 3.6831238 8.9338618 8.8692851 10.5429472 TCGA-BP-5184 54 0 NA 1133 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 2 2 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.1861420 9.6177433 10.2141884 10.4456551 7.6308590 6.4868125 10.9363408 9.3859881 7.7133212 6.1916850 NA 9.5886307 8.4447271 1.1649150 6.5082924 9.4502867 3.7009390 10.2869359 8.5241946 6.9304192 10.6335695 13.3131067 10.6478940 10.3338072 16.5620844 8.5118412 10.3378119 4.2692202 9.1179168 7.4759514 6.4795814 3.2537019 8.9722394 9.5904192 8.9825077 9.4958013 8.0621250 8.5171485 8.6774272 6.6695045 13.6836851 10.6635342 NA 11.5433960 9.9373706 8.3704333 NA 2.8429587 12.0598537 7.7286525 9.1761115 7.6177437 8.2374189 10.5674702 8.4832011 12.1816843 0.8429386 8.4558249 NA NA 10.0639392 7.2092789 9.1179168 9.4109124 10.2812283 8.1894703 8.8818753 9.4428691 11.5560635 9.5011678 10.1631928 11.5351359 -1.1571418 10.6729604 10.4151829 10.0645434 8.1237272 9.6782172 -1.1571418 1.1649150 1.8429386 -1.1571418 7.6275908 14.1075455 8.4668379 12.8924645 9.0837476 9.4868125 4.5978410 6.0908831 10.6349331 10.9307506 10.0807637 11.7341229 8.3388112 9.5606328 10.1955515 5.6631340 2.6503050 -0.1569810 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0.4279279 5.2179945 -1.1571418 NA 6.6758470 14.3270239 8.4850081 7.9090452 12.1238720 -1.1571418 7.9540922 8.8312718 9.5649099 9.6045075 7.7040433 11.2117356 9.5802037 10.7198569 9.6607393 8.8928048 10.3075021 8.3186897 3.3677764 7.7707346 10.2565842 -0.00207840 0.00013863 0.01056400 0.00666530 -0.00776940 0.00499690 -0.00788630 -0.00110870 -0.00539920 -0.01422800 -0.01422800 -0.01422800 -0.01422800 -0.01891800 -0.00207840 -0.00207840 0.00013863 -0.55066000 -0.55066000 -0.55066000 -0.55066000 0.00411600 0.00652620 -0.00553750 -0.00553750 0.00388540 -0.00249380 0.00444110 -0.00815020 0.00235810 0.00235810 -0.66993000 0.00652620 -0.00152430 0.00000000 0.02553100 -0.00539920 -0.01422800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.552 0.000 0.000 0.000 0.000 0.000 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.552 0.000 0.000 0.000 0.000 0.000 -0.551 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 4.9514806 11.8566279 9.2125535 12.7731392 9.2363467 NA 1.6503050 9.5468599 11.1138765 0.4279279 9.3898507 7.3023876 9.0991650 12.8163846 8.2179955 7.7225398 6.6308583 8.3917780 7.6308590 8.2796677 11.4149459 9.3840528 1.8429386 8.8982386 10.1003441 10.6300426 8.4886146 8.2417001 11.5353538 9.1283586 12.2490244 0.8429386 6.9036517 7.4203847 9.3645567 10.6710928 9.5338273 10.6710928 7.6144456 NA 10.1196624 8.9396715 4.7736957 10.4572060 5.0908831 10.0059769 9.6986034 6.3586565 8.0693687 10.4535198 6.8145004 13.2908144 10.0536277 10.1800206 12.8941652 12.6791004 7.0178818 8.9197718 9.7255994 7.6758463 9.2190816 9.1144193 5.6373726 7.5259506 13.4782776 7.7468381 9.9036522 6.5776660 2.5433969 10.3080125 8.5029523 13.3162815 9.1883616 11.5351359 8.9184354 7.6758463 5.8908431 8.3762860 11.2918469 15.8936871 11.7341229 11.6375752 13.3235572 10.4363474 0.8429386 10.4479728 10.6603398 9.7905932 8.9709505 9.0908839 7.6915795 10.2523472 12.7746172 10.1911312 11.7606976 3.5433969 5.7618198 6.8316404 14.3655179 11.1925139 12.1592378 6.9357131 NA NA 10.1254656 12.8593293 11.0511754 7.2982835 11.2013328 11.724644 12.819162 10.539054 10.320209 7.066958 11.360380 9.550315 7.191684 10.028451 14.311570 5.146737 7.570877 13.018732 8.410912 11.707142 10.407106 2.650305 14.181867 5.960963 5.854183 9.193365 10.039558 9.121406 10.178905 8.479273 8.838723 5.785472 12.687172 9.506514 9.892124 10.614446 10.571727 9.428858 11.121406 2.164883 10.078372 9.911735 12.894571 8.739289 8.629226 9.281748 9.229422 12.806575 4.820235 8.926436 5.472312 11.679796 10.366028 11.396826 13.199202 11.472085 9.752849 9.892805 11.213099 10.964729 5.071776 9.426039 9.674264 3.235268 6.663135 -1.157142 10.724070 11.381024 9.259754 4.570876 7.954092 8.632490 10.052410 TCGA-BP-5185 56 0 NA 1132 kidney stage i t1a nx m0 19-3-2015 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9.83987537 4.52699525 10.05577211 7.73644590 5.58588493 2.52699525 8.34717133 9.43988178 9.03214245 10.45674394 7.09177704 8.51567698 8.72666470 5.46559252 13.80224398 10.70274991 NA 11.10567958 8.83808984 8.38497322 NA 2.26396585 11.25434567 8.40963532 8.83381355 9.40350932 10.76619312 10.60380806 6.69691747 12.55641770 2.94202649 8.43788479 NA 0.94200771 8.93638324 2.74938409 8.79689815 9.66824804 10.55857875 8.38497322 8.87866772 9.37248247 11.32439997 10.17325113 10.94905717 11.43488453 NA 10.41821915 9.48699446 10.48602839 11.97442011 8.71021408 NA 3.40146664 4.26395834 -0.05799229 8.60736583 14.59526689 6.36829517 14.51615036 11.98403124 11.49565924 2.52699525 6.87276721 11.10190124 10.06873435 11.18103172 10.74696763 7.41776308 7.11195462 11.37404979 5.87276721 3.40146664 -0.05799229 NA 9.10944806 13.52228850 9.58768827 9.68349698 7.71681672 7.51188545 10.05837386 8.86684247 11.66402197 12.78438027 10.27182622 6.93071487 9.20841825 10.12814413 6.22743304 10.22511825 12.56179139 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11.46999558 8.91644440 7.16119841 11.45427657 9.02417892 10.30944463 9.53484192 5.84892084 9.43988178 8.53074458 3.74938409 8.11310662 11.88344441 -0.0490910 0.4670700 -0.5642900 0.4481600 -0.0361290 0.5175100 0.0749840 0.3865100 0.3402800 0.0345360 0.0660860 0.0660860 0.0660860 -0.1207900 -0.0290380 -0.0498300 0.4670700 -0.5920300 -0.5920300 -0.5920300 -0.5920300 -0.0067377 0.5315100 -0.5928300 -0.5928300 0.3924300 -0.0382560 -0.0382560 -0.2762700 0.4561500 0.4561500 -0.0253480 -0.0253480 -0.1009200 -0.1062300 -0.0316320 0.3402800 0.0345360 0.000 -0.244 0.456 0.456 0.396 0.396 0.000 -0.101 0.438 0.000 0.000 0.387 0.387 0.000 0.000 0.340 0.340 0.000 0.000 0.404 0.404 0.385 0.330 0.467 0.467 -0.564 -0.564 0.000 0.000 0.506 0.506 -0.593 -0.593 0.000 0.000 0.506 0.506 0.000 0.000 0.000 0.000 0.000 -0.244 0.456 0.456 0.396 0.396 0.000 -0.101 0.438 0.000 0.000 0.387 0.387 0.000 0.000 0.340 0.340 0.000 0.000 0.404 0.404 0.385 0.330 0.467 0.467 -0.564 -0.564 0.000 0.000 0.506 0.506 -0.593 -0.593 0.000 0.000 0.506 0.506 0.000 0.000 0.000 0.000 7.511885 11.133089 8.927872 12.498536 8.787520 5.986425 3.401467 10.593082 10.719852 NA 9.528870 3.526995 8.600242 14.109762 7.050554 7.121939 6.245811 6.151483 7.131855 7.836848 7.806216 9.909256 3.263951 9.649389 9.551910 10.030818 7.793779 7.441876 10.292969 7.409635 12.763802 3.111949 6.029493 8.299582 7.890397 10.100640 8.9864240 9.6834970 9.4197881 NA 9.4966187 8.3429094 4.8489183 9.2366507 3.8489183 9.0609709 9.5622497 7.1804343 7.3083518 8.9106967 6.6562761 12.7044120 12.6243662 9.0738869 12.5234659 12.2274321 5.8489208 8.0505545 9.5512088 6.7622093 9.5768411 9.6750453 6.3514216 5.4014632 13.1247346 7.8185470 9.3039736 5.3343466 1.5269702 9.3828991 6.9864246 12.1997124 9.5023628 11.4348845 8.3514207 6.7493854 7.1431740 6.1899570 10.5939785 15.6436342 10.7469676 10.1182031 13.4166231 9.9671695 NA 11.8212302 8.2134931 9.4096355 8.3127174 6.2274330 7.4966189 9.8353315 11.9052873 8.3471713 10.7242092 4.6424705 7.4966189 6.9193103 15.0092218 10.5930816 11.8608932 6.6699508 NA 0.9420077 8.6179871 12.2929691 10.2613182 6.8962258 9.7717527 11.6771628 11.5344870 10.3942711 10.3116273 6.0294926 10.4994936 10.3545998 6.1119557 8.8727672 14.6234506 7.9078142 7.0917770 11.1660256 9.5475094 11.3061646 9.1923283 1.9420453 13.5200487 7.0039136 5.1899589 8.3901049 9.0161715 6.9532571 9.8428967 8.1318544 8.7281035 4.4655893 11.2940734 8.8786677 7.6767399 12.1881767 10.7598131 9.0892349 9.5713865 1.9420453 9.8015646 9.9292939 13.0457570 6.0505539 6.4338825 7.7168167 8.9586432 12.0077826 2.5269952 9.1318544 5.1119536 10.6346454 10.1732511 9.9726971 13.3486336 11.1404750 8.1269052 9.1244243 12.0622678 9.9106967 5.5567390 10.2193174 10.1392467 0.9420077 2.9420265 NA 8.7717526 12.7171278 7.7875200 4.5858879 6.6834972 8.1563491 9.9504585 TCGA-BP-5186 50 0 NA 693 kidney stage i t1a n0 m0 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 2 2 3 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 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5.865513061 2.401575859 10.095643473 9.798399543 8.823934652 9.790865852 7.511990580 8.170953557 8.662290965 6.972136604 13.993566715 10.418008271 -0.594007640 11.698547585 10.434392311 6.422890609 NA 1.991027447 12.439677232 7.985397963 9.186621880 8.598374883 6.366084369 11.383183165 9.564691780 12.206710126 2.493544866 9.386935720 -1.593789891 NA 10.364634914 7.089076484 8.926700723 9.737559006 10.486233488 8.460008172 8.654009770 9.722929429 11.346737101 9.721231658 10.267944565 12.580227635 -0.594007640 11.230259283 10.865769918 10.078949474 8.300899788 9.907421740 NA 1.728007558 4.288727680 -1.593789891 7.913876736 13.567017163 8.768025818 13.214845281 8.578509689 9.551377586 3.929639526 6.929644259 9.851097027 11.198465792 10.267556865 11.234188914 8.676377434 8.400435462 10.771857772 6.794099999 3.991045593 1.213440607 0.406101238 8.626460675 13.688482881 9.908913908 10.730544011 9.678711924 6.949113502 10.392279745 7.787625091 9.625165995 11.706434717 9.345661383 5.952976485 10.338798879 10.440881104 9.079391179 11.391034582 12.081377679 10.927682643 9.158462761 8.721039360 3.150787111 11.549943654 9.033615990 11.021941670 9.595289002 11.457291093 -1.593789891 8.884851860 11.254118216 10.154853670 8.936907904 11.438300130 8.786543109 11.197041507 8.312972781 10.423238529 11.014568005 9.331636702 8.045622073 5.147550927 6.798399219 10.470824891 -1.593789891 10.145862747 9.165970459 7.092582739 12.886114976 9.724059998 9.226261172 10.545633480 9.642096291 9.791405326 10.921722914 8.856262419 10.229051306 7.743704125 3.865513061 11.964861603 9.189080292 2.493544866 7.213436718 4.213440607 10.753980356 7.197245203 9.750322607 5.317054383 4.078507367 NA -1.593789891 11.056011937 10.599915538 11.139521232 10.821823957 8.822879571 9.204554027 6.700196937 11.985515978 10.765831741 11.576633191 9.383362152 10.128462766 11.849414289 -1.593789891 7.939411723 0.991027447 -0.008972553 10.008780989 8.579759427 8.619186288 8.224664486 9.610041880 13.759849287 15.618901498 2.213440607 11.558050042 12.633848501 10.226261172 0.991027447 4.332084899 -0.594007640 -1.593789891 7.279526083 14.334253526 8.480223511 8.335340775 11.985280222 NA 8.522426171 8.978175891 9.573500260 9.996201307 7.964502602 11.276254184 9.992921913 10.669644769 9.555194196 7.348596270 10.438816694 8.885862289 4.980185286 7.910563586 9.880802134 -0.00221680 -0.00124730 0.00861350 0.00083195 0.01934900 0.00444110 -0.01326400 -0.00346270 -0.00110870 -0.01532900 -0.01532900 -0.01532900 -0.01532900 -0.00221680 -0.00221680 -0.00221680 -0.00124730 -0.61162000 -0.61162000 0.00861350 0.00861350 -0.00188070 0.00083195 -0.00132230 0.00416320 -0.00897070 0.00027728 0.00027728 -0.01326400 0.00000000 0.00000000 0.00152550 0.00152550 0.00332990 -0.00096162 0.02076300 -0.00110870 -0.01532900 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.4117067 12.2969164 9.2593916 12.8322814 9.7669292 NA 0.7280511 9.9267009 10.9956795 0.4061012 10.0157227 7.5327868 9.1734390 11.7556398 7.1907166 7.2671687 6.8614095 8.0152612 7.3776261 8.8016162 10.9466946 9.4862335 4.8979374 8.6540098 10.0606019 10.4985090 8.8175932 8.2342187 11.6231311 8.6798777 12.2253532 2.2134406 7.2887249 6.9491135 7.3602782 10.7183979 9.285665533 10.698116184 7.871648394 -0.594007640 10.124186852 8.903933950 4.815472961 10.820238887 5.147550927 9.987753592 9.118609163 6.488230594 7.433988463 10.244498227 6.590958248 13.321074525 9.919316244 10.259781625 12.933559176 12.884093344 7.273361094 9.186621880 9.828146959 6.718965705 9.420800066 8.830248351 6.106522113 7.428449789 13.348367574 8.246860284 10.409248675 5.998538531 3.615534006 9.876232677 9.042706710 12.890338652 9.572872999 12.580227635 9.478214677 7.979729280 5.591452033 8.890905062 11.265616980 15.965489138 11.234188914 11.864104217 12.957009276 10.888133779 0.406101238 11.010403762 11.286813589 9.773496951 8.938438123 9.079391179 7.700703263 10.125470945 12.748226295 9.566584008 11.618882513 3.615534006 6.160970595 6.937463278 13.692615382 11.290061828 12.395742760 7.160969586 -0.008972553 NA 11.378882491 12.462042398 11.427917560 7.613096215 11.172404005 11.6681770 12.9868707 10.8181227 10.3297811 6.3602782 11.4439722 9.5289102 6.0207911 10.2617293 15.3942077 5.7636347 7.8133502 12.8082102 8.8685843 11.6068275 10.6897493 2.6540001 15.2504569 5.8080709 6.0059950 8.8517697 9.8619231 9.7024248 10.3159753 8.9413575 8.9063964 5.7369999 12.5057587 9.6763774 10.0427068 10.4711616 10.4284500 10.4583105 11.1515464 3.1609686 9.9123897 8.6420965 13.0897233 8.9335591 7.6728687 9.6787119 9.0512182 12.6494793 6.1609706 9.0811572 6.0714173 11.2541182 10.4633971 11.0627305 12.8861150 11.2781799 9.8500618 10.2290513 11.0157227 11.0230054 5.5456348 9.6130964 9.6769615 0.7280511 7.3219615 NA 10.6952366 11.4966677 9.5921963 3.7984031 8.5224262 7.8133502 10.1437521 TCGA-BP-5187 54 0 NA 406 kidney stage i t1a nx m0 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8.0797274 1.1255189 8.6749948 8.6903155 9.2076799 9.1826201 8.8259707 7.4170854 9.4459553 6.9156081 13.3094764 10.6601580 2.8624911 11.5573767 10.0938617 7.6280314 NA 6.2820357 11.0498485 7.5849625 10.3559517 8.1880270 8.7789730 10.4459554 9.4293115 10.4530685 3.1255354 9.6517040 1.5405729 -0.4593775 9.6839517 7.3860582 8.2718874 8.9090749 10.1969933 8.1987800 8.5349219 9.2305664 11.5654137 9.3734583 10.1311554 12.4720446 2.3479207 10.5282659 10.8669979 10.2659346 7.6386003 10.0845669 0.5405233 2.3479207 3.3479207 NA 9.5958509 14.1135054 4.8624960 10.7979562 8.4594316 9.1844246 3.7104924 6.5849625 11.7837424 11.4239754 9.5808581 11.8005175 8.6039634 7.7054755 11.1584949 7.0163013 6.7789734 4.1255271 0.5405233 9.7142455 14.3277057 9.5249869 10.6432002 9.4962183 8.3186454 10.0122436 7.7204775 9.9254493 7.2059047 9.2887611 5.4947644 11.0823136 9.9318120 9.1969933 11.7285390 12.1212980 10.8931636 9.8443491 8.7279205 3.8625010 10.5835957 9.5559835 11.1740178 9.6890449 8.0404141 NA 8.3153556 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1.5405729 9.6039634 7.2752781 9.3495325 11.8164019 7.4889359 6.0000000 6.8073549 8.1808132 7.2200484 8.9285856 11.6591851 9.1607881 5.1255313 7.7693870 10.3070973 11.8085255 7.4109329 4.5405667 12.3517424 9.1198842 11.8224955 3.1255354 7.1404811 6.7104938 10.7855268 11.2318757 10.5070738 10.6300189 7.3479234 1.1255189 11.4676056 8.4140125 4.2954586 11.1506704 5.0324227 9.8692433 9.2971247 4.7104924 6.6066569 11.1653639 8.6066576 13.5489970 10.0806964 10.2862427 13.1320907 12.6698514 8.1441948 8.9938391 9.8248141 6.9242721 9.6120308 9.4338700 6.1987790 7.3153552 13.1791174 8.5235620 8.9025123 7.0081742 0.5405233 10.4255020 9.4277891 13.8200339 9.1104241 12.4720446 9.4962183 8.1066226 6.1015892 12.0157952 12.3679111 15.1102460 11.8005175 11.7606444 14.0294127 10.9361025 -0.4593775 10.3938779 9.8591112 10.6595094 8.9264309 9.1969933 8.3511402 10.1432673 13.0049865 10.3876258 11.7961783 5.9835113 4.8624960 6.4353869 14.4923494 10.6627493 12.6461496 5.7884952 0.5405233 NA 10.6220518 12.9793602 12.0356639 7.8026631 11.5103146 11.329287 13.399424 11.001536 10.171745 7.674994 11.971282 12.888882 7.893715 10.174472 14.601644 6.915608 7.649093 13.119379 9.022368 11.603289 10.486744 3.540573 14.064620 5.661792 6.410933 9.335423 9.085533 9.317001 11.032922 8.956035 9.312058 3.000000 12.016302 10.503464 10.901415 10.454206 10.151593 10.188926 11.353548 3.347921 10.031419 10.163535 12.881647 8.913433 9.830587 9.496218 8.577593 12.850045 5.517849 9.058238 5.562935 12.372469 10.479413 11.622385 13.195093 10.812615 10.445203 10.502018 10.771189 10.822394 5.690317 9.507795 9.368705 1.540573 3.125535 NA 11.358351 11.039976 10.249652 4.898121 8.341468 8.612031 10.757314 TCGA-BP-5189 60 1 822 822 kidney stage i t1b nx m0 19-3-2015 male 2007 806 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 3 2 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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NA 7.97418454 11.17358707 6.84104976 10.90968896 8.59915560 8.62725553 9.83390919 9.03706588 10.98347228 2.68605224 9.53060532 NA NA 9.65097381 5.81990061 8.71742693 9.45422916 9.83126924 8.48862105 8.98508311 8.28870923 11.99252423 9.38442783 9.72191295 13.06686653 3.25308163 11.25954326 11.19060628 9.72962907 8.47322193 10.76206855 -0.06884647 -1.06884647 1.73850845 0.25314215 7.87952444 13.78741255 5.52361527 11.12868115 8.95837204 9.13144287 4.71251875 5.86189335 10.57117621 11.56472017 10.28457983 12.08390396 8.79766347 9.94098582 10.85467043 5.06044087 4.42301335 2.10107853 -0.06884647 9.75849990 14.16269721 9.15877326 9.68687936 9.61853288 7.83954962 9.85856480 7.53848772 9.25093103 9.56778195 8.95352513 5.83804665 10.36325804 9.81647235 9.67767155 12.09614271 13.04102871 10.97776968 10.56187941 8.81510626 3.58077261 11.26277403 9.54724660 10.75929376 9.69801319 8.82673247 0.25314215 8.08217353 11.60214539 11.10750650 7.99801324 11.34438846 8.47031600 11.90189229 8.35111724 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10.8655853 3.1406151 9.0357561 6.1932513 8.6341957 12.6452954 7.4644869 8.3885383 6.1454757 7.4953066 8.3007548 8.4129568 11.4670401 9.2726760 5.6176570 8.2687792 10.0549554 10.8057544 9.0585067 10.9093314 12.3846208 8.7385122 11.9466367 4.7891397 6.4389515 6.7672072 8.5142398 11.0721467 11.335101 10.578166 7.468376 1.631617 11.645832 8.631597 6.953525 11.215981 5.111065 10.293923 9.387512 5.931158 7.264312 10.264033 7.657376 13.831812 10.064300 10.320789 13.142589 12.488142 8.439942 9.355324 9.838799 8.233796 9.533392 9.641103 5.538489 5.795344 12.910806 8.856712 9.941336 5.712516 1.931154 10.369689 10.350854 13.811243 9.120364 13.066867 9.309994 8.604466 6.543030 11.120055 11.166573 16.156854 12.083904 12.402197 13.731375 11.482024 1.516116 10.584898 9.931157 11.488501 9.076452 9.677672 7.901263 9.894415 12.870920 11.452512 11.615465 4.501012 5.271007 5.470316 14.002649 11.085817 12.562846 6.284305 -1.068846 NA 10.216560 12.803159 11.716201 7.308368 11.247297 10.946747 13.428884 11.344388 10.226065 6.741729 11.680922 12.797905 6.418998 10.568461 13.936387 6.101083 7.835039 13.111551 8.646261 11.847130 10.474189 1.516116 13.689589 6.286244 6.735288 9.275375 10.237789 9.455209 9.895498 8.034445 8.987118 7.363699 11.554239 10.655458 10.360041 10.445625 9.730439 9.793407 11.815328 2.838044 10.053985 6.257586 13.018052 9.620282 9.553209 9.618533 9.540973 12.896716 4.603585 8.684374 4.018616 11.602145 10.443898 11.379532 12.684322 10.672624 9.605350 10.351381 10.460832 10.687584 7.211928 9.700168 9.186186 1.516116 1.516116 NA 11.399909 10.706698 9.818759 4.120982 7.895498 8.364743 10.295839 TCGA-BP-5190 61 0 NA 1011 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 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1.2271249 6.9750627 8.7183555 7.6992886 10.0628358 6.8480896 11.7601642 10.7414515 10.3195369 8.9763825 1.4672795 9.8914338 7.4672673 6.3169331 14.1670206 NA 8.1038920 -1.1177874 -1.1177874 10.2431521 10.3483814 7.9348732 2.9697675 8.9855926 9.1537681 9.4960944 10.2799796 9.7395084 8.4988540 5.4214623 5.0917591 9.5333566 7.1159249 9.9301105 6.6170148 10.9796787 9.4058669 3.1302390 10.3106651 8.4097821 9.8365012 10.7756065 8.0547324 10.0677999 10.3708330 8.7588218 7.8595851 5.2221554 0.4672795 9.1985865 8.6620242 -1.1177874 6.3169331 9.6463472 1.2042033 11.0547324 7.2789094 3.6896570 10.3895991 9.4672675 10.4859313 9.6710233 16.3916702 8.1815131 10.8706346 4.5547300 9.8277489 7.5080134 5.9266992 2.1617910 8.6944822 9.3895743 9.2842511 9.5888010 8.3641044 9.1099210 9.8292112 6.4970151 13.7641837 10.6624346 NA 11.0773695 10.0160700 7.9777018 NA 2.2042346 11.4320896 7.9829673 9.7040790 8.0218561 7.9239639 10.6426091 8.1537678 11.9340373 1.6896570 8.7846800 -1.1177874 NA 9.1314184 5.8935321 8.9239642 9.3468508 10.3463401 7.8189432 8.8837131 8.0218561 11.2808429 9.5225500 10.0173729 12.9639548 2.5827487 10.2465929 10.2238237 9.9122823 9.9809951 9.8724089 -1.1177874 2.3417296 3.7891971 0.8822909 8.2573445 13.7486180 9.4831471 14.1511759 10.0868761 10.1099209 3.9267016 7.0064259 10.0547325 10.4970148 10.6488339 10.8642289 7.7371736 10.2431521 11.3678827 4.6636634 2.7891867 2.3417296 -0.1176308 8.8115635 13.7046766 10.5075572 11.3268022 8.0522300 8.3231741 9.5635433 8.5279633 9.5759922 12.3465954 9.5818773 5.1677072 9.6995286 10.9402967 8.2154602 11.5982669 13.2791773 11.6952844 9.7457168 9.7722575 2.4220715 12.1812267 9.3701451 10.2354518 9.5818773 9.6144724 7.0966245 7.7309279 11.1438123 5.8747330 9.5650889 11.4754626 7.9908295 10.6148964 9.0659403 9.0733642 10.7445549 9.9842806 8.8598425 4.9908278 6.6767202 9.9198519 -0.1176308 10.7464911 7.4710200 6.1951881 12.5349259 10.7641837 9.6178610 11.3009482 10.5458631 8.7215087 10.9076314 9.2573445 9.7549798 8.2354518 0.8822909 10.4166079 7.3293882 9.3106232 9.0090095 4.2042346 10.5166623 6.0421759 8.4728918 5.6237732 4.3417367 NA NA 11.0874873 10.5696807 10.8896827 10.9205381 8.1792214 7.8935321 7.1225236 10.0276003 10.7680013 10.8222514 8.9005052 10.1396928 11.5494165 2.7891867 8.0966240 -0.1176308 -1.1177874 9.2616834 9.2980468 9.7040790 7.9321533 10.1402820 12.1364478 13.4302839 NA 9.8759510 12.2557139 9.6161676 NA 3.8823007 1.6896570 1.8822909 6.2831847 14.4295911 10.0224957 7.0868761 11.2090153 -0.1176308 7.3940579 9.1333020 10.1929177 9.1746266 6.9697675 11.3366042 8.9253322 11.5443057 10.0440667 6.7340538 10.2654692 8.1974546 4.3085720 8.3913476 11.1005654 0.00097064 0.00055459 0.01265500 0.66087000 -0.00553750 -0.00013862 -0.00636680 0.00000000 -0.00166290 -0.03381400 -0.03381400 -0.03381400 -0.03381400 0.00056597 0.00097064 0.00097064 -0.00444640 -0.67150000 -0.66661000 -0.66661000 -0.66827000 0.00583090 0.01140000 0.00166420 0.00166420 -0.00013862 0.00499690 0.00499690 -0.00636680 -0.00207840 -0.00207840 0.00041593 0.00041593 -0.66263000 -0.00193990 0.02721600 -0.00166290 -0.03381400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.665 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.665 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.2042033 10.8134118 9.7756065 13.3190165 9.0128756 NA -1.1177874 10.0578545 10.6598233 0.8822909 8.9790201 8.1653934 8.0671805 12.7957554 7.2703224 7.3701451 6.3252479 7.4253368 7.0819776 8.7906974 11.7920105 9.9177914 3.2746195 9.1230963 9.9102110 10.5125721 7.0371230 15.0255686 10.8801901 8.1278577 12.2499777 4.0115851 7.7618883 7.6136237 8.4272693 10.1248837 9.548529 10.033956 8.434974 -1.117787 10.872054 8.850972 8.772569 10.064078 5.937587 9.310665 9.600838 7.037123 6.349910 9.679966 6.139693 13.283651 11.056294 9.322136 13.116673 12.825644 6.186086 8.142048 9.519836 7.167707 9.467267 10.177500 5.239856 4.374156 12.114126 7.676721 9.308570 4.663663 2.882310 10.501149 8.064699 12.211260 9.182658 12.963955 8.790697 7.321097 6.003735 11.546530 9.217695 16.125516 10.864229 10.885471 13.509953 10.412223 NA 10.549860 8.508014 11.097535 8.645517 8.215460 7.783172 9.813781 11.918822 9.354996 11.115625 3.130239 6.186086 5.915729 13.465972 11.333774 12.345702 6.910211 -1.117787 NA 9.522550 12.697288 11.174606 7.244249 10.947048 10.676721 12.642505 10.319537 9.891434 6.072129 10.897023 10.999623 6.274623 9.307521 13.830718 7.115925 7.257344 11.803385 9.370145 11.321616 9.184944 2.467279 15.062253 6.277624 6.081977 9.003605 9.267089 8.403905 10.246987 6.789196 8.948502 5.497015 11.802658 9.606819 8.994744 10.799304 10.033956 9.705672 10.651730 2.689657 9.882305 4.789197 12.942781 7.912972 8.593111 8.052230 9.363721 12.918135 3.926702 8.716776 4.859587 11.143812 10.341737 10.971424 12.534926 11.234624 8.948394 9.754980 11.260058 10.045955 5.421462 9.679966 9.074598 1.689657 4.274619 NA 10.633012 10.846169 8.425337 2.882310 7.394058 8.789196 10.292226 TCGA-BP-5191 79 0 NA 967 kidney stage iii t3a n0 m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7030815 3.7823352 11.2602017 8.5400339 11.1056880 9.8798146 7.0020150 8.6298065 10.2169476 9.8221218 7.7192848 3.7043297 -0.4655399 9.0599303 8.4973054 2.5344103 8.3923904 9.1944052 4.0579701 10.7710217 4.7823352 2.3417581 10.6145608 11.2606276 10.2917995 9.6559430 16.2935044 7.4413000 11.1435882 4.8919635 9.8267310 7.6429340 3.9267301 1.1193562 8.9137879 9.1193720 9.6968008 10.0870785 8.1380357 8.6165584 9.3688805 6.1042654 13.8640656 11.2788229 NA 10.7254687 10.7030000 8.2383130 -0.4655399 6.6324413 9.9763161 7.1782655 9.4428021 7.5116894 9.3892779 10.8619621 7.3861582 11.7027776 1.5344103 8.6350716 4.6636919 NA 9.1305991 5.2348500 9.3767599 9.3720373 10.0192324 7.5001934 10.3288252 9.9406144 11.9057341 9.9438003 10.1165514 12.2555086 2.5344103 10.4360683 9.7303968 10.2775608 9.2383130 9.4958592 NA 3.7823352 6.0262623 2.7043408 8.6138940 14.7810758 9.1527949 12.8839671 11.0307640 10.8393311 4.2892959 7.4472990 8.0966519 10.0121676 10.8111154 10.2120939 8.8313256 9.9029159 11.6202138 3.2348538 -0.4655399 2.8563284 NA 10.0009957 14.6034396 8.9711210 10.8093699 8.4231525 7.4413000 9.6942807 8.8359058 10.3576015 8.7192848 8.9050969 10.4584796 9.3274437 9.6205457 7.3157691 10.3791151 13.3400526 11.5944298 9.0302643 10.1249965 3.5822910 12.7063681 9.1601182 9.6752392 9.3908349 8.1854612 5.0262645 5.9606739 10.8506910 6.9712872 7.6162923 10.9876801 7.9181137 10.2495135 8.8290301 9.4592220 12.3381370 10.1127821 8.8320365 5.8381904 8.2992808 10.0696848 NA 10.6974301 7.6218724 5.0579701 13.1130180 10.9299436 8.5344095 11.0387319 10.1737501 9.1380357 11.2061495 9.6072119 9.4170525 7.5788036 NA 10.8574642 6.2209103 6.2209103 8.4856941 4.3417652 9.6258449 6.3672994 10.6210300 7.0501088 4.9938419 -0.4655399 -0.4655399 11.0412129 10.7168038 10.7377575 11.2050657 8.2209098 7.2138896 6.2594683 10.2278964 11.4326329 9.5678325 8.5344095 9.6828859 10.7062117 2.8563284 8.5400339 NA -0.4655399 10.1854611 8.9648621 10.0579714 8.1564613 10.2209100 11.7392862 13.1518769 1.1193562 11.4835066 12.0040513 10.2174040 0.5343605 5.0262645 1.5344103 NA 5.4886050 14.1811931 10.7870749 6.5456364 10.6980591 0.5343605 7.4827765 9.0638400 10.0928302 8.7511554 7.0422044 11.2779816 9.5498245 10.9907639 9.2892969 9.3025937 9.6739607 8.1231240 3.5901229 8.5445739 11.6774737 0.00458000 0.00000000 0.00346870 0.59710000 -0.01037000 0.30633000 -0.01147300 0.00583090 0.00917050 -0.00871460 -0.00871460 -0.00871460 -0.00871460 0.00388540 0.00388540 -0.00881500 0.00000000 0.00416320 -0.63519000 -0.63519000 -0.63519000 0.00652620 0.59494000 -0.31377000 -0.31377000 0.30633000 -0.31132000 -0.31132000 -0.01147300 -0.00678130 -0.01086200 -1.29290000 -0.31424000 -0.30827000 0.00057591 -0.28933000 0.00917050 -0.00871460 0.000 0.000 0.000 0.000 0.302 0.302 -0.314 -0.308 0.000 0.000 0.000 0.000 0.000 -0.286 -0.286 0.000 0.000 0.000 0.000 0.305 0.305 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 -0.314 -0.314 0.000 0.000 0.306 0.306 -0.309 -0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.302 0.302 -0.314 -0.308 0.000 0.000 0.000 0.000 0.000 -0.286 -0.286 0.000 0.000 0.000 0.000 0.305 0.305 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 -0.314 -0.314 0.000 0.000 0.306 0.306 -0.309 -0.309 0.000 0.000 7.973201 10.357777 9.287626 10.759014 8.714319 9.042204 3.993837 9.928872 10.794047 2.704341 9.508824 6.042204 8.248655 16.041569 9.782337 9.421630 6.429228 7.874260 9.608551 7.956474 9.738981 9.975279 4.891963 8.332071 9.032999 10.402460 7.658531 8.417052 11.186806 7.847292 12.579311 4.392393 8.231377 7.689228 6.315769 10.379899 10.043195 10.171034 8.900732 NA 10.914329 7.977353 6.404774 9.600499 4.341765 8.768029 10.396272 7.034255 8.383032 8.885349 6.943801 12.514013 11.901278 9.255509 12.588844 12.589183 5.262332 8.115610 9.975279 9.410926 9.196188 9.886453 8.285953 5.465145 12.844880 7.679068 9.328825 7.829030 2.534410 10.339347 8.679068 12.604698 9.695541 12.255509 8.438291 5.341765 8.379241 12.287835 9.444302 14.532295 10.212094 10.348992 13.719285 10.734082 1.119356 11.176010 8.911620 11.227896 8.573328 7.315769 7.441300 10.119372 11.203737 10.976835 10.716804 7.417052 6.010142 6.328826 14.980821 10.407084 12.258923 6.847293 NA NA 8.794153 13.010649 10.970361 6.556777 10.070657 11.5835773 11.7760947 10.4032320 9.7414237 8.4681002 9.9876801 12.5998256 6.4769244 9.2348490 13.5706474 8.1004637 5.3923896 11.2252673 8.8381901 11.3916129 9.5788036 1.1193562 13.3200662 7.2105077 6.6533510 8.6537916 10.0774413 6.6739606 10.0589512 6.8105344 8.5788036 6.6112255 11.0247590 9.7917973 8.0461620 11.3593682 11.0412129 9.3108425 9.9061861 4.1193728 10.9543696 9.2674248 12.8637699 6.2209103 8.6688357 8.4231525 9.1940129 12.1712606 8.9648621 9.6429338 5.1491211 10.8506910 11.0050683 9.9374215 13.1130180 10.5733284 8.4382912 9.4170525 11.2851164 9.3239431 7.0889981 9.8416103 9.9061861 3.5344103 0.5343605 NA 10.9299436 11.9831942 8.1004637 4.3417652 7.4827765 8.2174043 10.3288252 TCGA-BP-5192 59 0 NA 714 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5172499 7.5127247 10.0368492 14.8435768 5.3569748 8.4970994 12.9585497 9.3234054 11.8733685 10.1924949 2.7131239 15.1005169 5.3997317 5.1326591 8.9622893 10.2627110 9.6556334 10.6200095 8.7607881 8.8976174 4.2980791 11.6540197 9.3160031 10.1377051 10.3189687 10.4552598 9.8005817 11.3747188 0.7130799 8.7705691 8.9274378 13.1597556 8.9457797 8.5036302 9.4746701 8.8209949 12.5252962 2.7131239 9.0431394 6.3100547 10.9264661 10.4166764 10.5667403 13.1555441 11.1926970 9.6915432 10.0296267 10.9254936 10.9137306 5.1725515 9.7851175 9.5969840 1.1985570 6.7131184 NA 10.0068205 11.3578152 9.6544599 -0.6088922 7.9855152 8.3366346 10.3482928 TCGA-BP-5194 39 0 NA 408 kidney stage i t1a nx m0 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.9703383 6.5534266 9.9229359 5.5491393 10.9477805 8.6496758 11.9445197 9.5987279 11.0128575 9.0455645 0.9641398 10.1673493 8.9633707 6.7304688 11.0387151 NA 6.6606463 NA -0.8432151 9.9702015 9.7879982 6.7342503 2.2442782 8.3952256 9.7061245 9.0764292 11.1650746 10.6835649 9.4508675 6.0148016 4.5318618 10.0827464 6.4375923 11.2148129 7.3589448 10.7527779 10.6371065 3.0148016 10.3580261 9.7342500 10.0685877 10.6287503 7.8779203 7.5077606 10.8129286 9.3111963 7.2522179 3.7114068 -1.8432151 9.6451634 8.8212686 0.7417474 6.5275083 9.0801486 3.2012104 9.7916321 10.3276851 6.8607245 11.4979618 14.1862593 10.7396687 10.4586031 16.1341346 8.8476922 10.1522350 4.2861049 8.6754744 7.7266766 6.6606463 1.9517743 8.7632263 9.8135409 9.2262708 9.2235830 8.0919859 8.0756845 9.3027531 6.9016549 13.2158698 10.6360961 3.4047533 11.7976309 10.5601500 8.2627296 NA 4.1791925 11.3871418 7.2963721 9.9100378 7.4606017 8.0148022 10.6947675 9.1419515 11.8088639 3.3662802 9.4759287 0.1567849 -1.8432151 10.1323109 6.0210066 8.5904067 8.9633707 10.6317945 8.4468401 8.4640221 9.4866174 11.9261610 9.3838354 10.0116895 12.2865066 -0.8432151 10.8728968 10.9720042 10.1458607 8.0194584 9.7966140 NA -0.8432151 1.6162636 -1.8432151 8.8398157 13.9129604 8.6172772 11.6574141 8.6131754 9.1226054 4.6325532 6.6325547 11.3823298 11.3572600 10.1571733 11.4619310 8.3014793 8.8123519 11.0050528 4.0637100 3.6162518 0.1567849 -1.8432151 9.1645492 14.0159433 9.8301301 9.9681958 9.8555259 7.8915310 10.2073501 7.8345406 9.5779076 12.8598595 9.4439563 8.8096662 10.1514681 10.3883423 9.6100917 11.6590314 12.4832506 11.1494055 9.6586583 8.9510664 4.8124572 11.3351747 9.1355315 11.2025807 9.6641203 10.0333381 NA 8.8736407 11.5103815 10.3194516 8.8493494 11.7167956 9.0652136 11.4829697 9.5000069 10.0857096 11.9440095 9.3311227 8.1435592 5.6080315 6.5956126 10.6126620 NA 11.0285339 9.3336176 7.5746737 13.2510225 9.6208563 8.6715351 10.9758026 9.3681011 9.7664617 10.4087118 8.9928715 10.3040260 8.2363061 1.4787648 11.6617642 6.0394652 6.3563956 5.6325532 4.1791925 10.8596431 7.9528606 10.5372822 5.4469311 4.6162518 NA NA 10.9142111 10.5619625 11.3165348 10.3345521 8.6325547 9.0897444 5.7350807 11.8345408 10.3314347 12.1425741 9.5399854 10.2266065 12.0921704 0.1567849 7.3759899 0.9641398 0.1567849 9.6546729 9.8087697 9.0882975 8.6606470 8.9833696 13.1707108 14.5867345 1.3267674 11.3784082 12.5112083 10.1606903 NA 4.6646137 0.4787130 -1.8432151 7.7209706 14.8250413 8.3379733 9.2725150 12.7121891 -0.8432151 8.1888667 9.4181697 9.0882975 9.6325545 7.7247771 11.0857095 9.9979924 11.1783217 9.7866331 8.4798760 10.7653070 8.1568213 4.7796064 7.5837567 9.7090099 0.0011093 0.0000000 0.0093098 0.0037465 -0.0058140 0.0022193 -0.0095426 -0.0140900 -0.0154660 0.0045800 0.0045800 0.0045800 0.0045800 0.0011093 0.0011093 0.0011093 0.0000000 -0.6723300 -0.6723300 -0.6723300 0.0076392 -0.0013858 0.0037465 0.0036076 0.0059700 -0.0031859 -0.0008316 -0.0008316 -0.0095426 -0.0030475 -0.0030475 0.0013868 0.0013868 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10.542144 7.572563 13.530808 9.849001 10.529142 12.741666 13.308115 7.793446 8.768768 9.559833 7.273165 9.103727 8.814140 5.356492 3.063710 13.205308 9.388042 10.301161 5.664617 3.989711 10.584658 10.009351 13.033913 8.928311 12.286507 9.568332 8.208030 5.926922 8.721923 11.347572 16.211065 11.461931 12.109380 13.694586 10.829246 1.857264 10.313852 10.330186 10.345101 9.194368 9.610092 7.800677 9.741314 12.962918 10.431199 11.779558 4.039463 5.222909 7.476493 14.271381 10.887291 12.577637 7.220216 NA NA 10.053532 12.870906 11.632680 7.703715 11.185245 11.256169 13.260109 11.012858 10.167349 6.944724 11.801353 9.868058 6.385640 10.568067 15.101773 6.437592 6.561963 13.259729 8.649676 12.024389 10.725015 2.063710 14.937284 5.589614 6.051640 9.184105 10.508313 9.429451 10.593012 8.583086 9.057801 7.045564 12.344560 9.608032 10.536470 10.437592 10.343554 9.764151 11.484374 3.326753 9.917541 7.818599 12.985885 9.383233 8.592491 9.855526 8.699515 12.666163 6.069711 9.645665 5.829246 11.510381 10.428576 11.204456 13.251023 11.264038 9.803380 10.304026 10.624427 11.030206 5.764152 9.394629 9.635591 2.404740 8.160929 NA 11.225935 11.419248 9.905433 5.296373 8.188867 8.176412 10.265672 TCGA-BP-5195 75 0 NA 749 kidney stage i t1a nx m0 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5316661 9.8623643 9.3432039 9.2443512 12.6969407 8.2020200 8.4029327 5.8083207 11.0224761 10.7322158 11.3477911 12.9417467 10.8969215 9.0352008 9.9389856 11.3880283 10.2697088 6.8559386 9.8083200 9.7093894 -1.4108118 0.1741507 -1.4108118 12.3022157 10.9083043 9.6038694 1.9110779 8.7350838 8.6606139 10.2116609 TCGA-BP-5199 58 0 NA 1355 kidney stage ii t2 n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 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8.768299 9.014243 6.674451 7.487875 9.554928 8.302900 9.172493 10.184168 8.561337 8.792473 9.446032 10.020304 8.966750 4.591709 11.304429 8.740329 12.351958 3.421789 6.433013 7.485181 6.688572 10.471294 10.3814256 10.5109053 8.6385318 -1.5781977 10.4368524 9.0374154 7.3846819 10.5145430 5.2162026 9.7312622 9.4579595 7.4161397 7.3436263 9.9186397 8.5105739 12.9018187 10.9146405 10.2621704 13.4641720 13.0283646 7.9859353 9.2735348 9.9849820 7.0835644 9.9040897 9.9266048 7.9954331 7.1117836 13.6697504 9.1607226 8.9782920 7.0511426 3.0656412 10.2515086 9.1056577 13.3859010 10.5455840 11.2129487 9.2096885 7.5587773 7.3478738 10.4517631 11.1304386 15.3743223 11.0963710 11.3072916 13.2112176 10.8791667 1.0067648 10.9614294 9.2782113 10.6970374 9.1949250 8.6920812 7.8995442 10.3059564 12.4139276 11.5951507 11.4828194 4.5510668 7.1256893 6.1965736 14.3793230 10.4022825 12.7468804 6.7924728 -0.5781977 -0.5781977 10.4888840 12.7314043 11.4857285 6.8183904 11.1804254 12.306910 12.479608 10.905853 10.484169 8.778238 10.343627 10.569309 6.455209 10.352893 14.392867 6.381787 8.545907 12.719748 8.498602 11.705164 10.839111 2.421775 13.618811 7.214999 6.640955 8.401111 10.338038 8.815176 9.700235 8.585435 8.943386 6.937486 12.285101 10.377799 9.448309 11.234966 10.790292 9.155649 11.681382 4.203146 10.503602 4.913641 13.338616 8.257836 7.498601 9.692081 9.930016 12.255763 5.734669 8.739198 6.421785 11.125041 10.585436 10.738067 12.583233 10.482144 9.904594 10.413308 11.943141 10.853965 6.142885 10.120924 10.534551 3.421789 4.725567 7.779338 11.467545 11.923103 9.255467 5.163253 8.493248 8.356951 9.944367 TCGA-BP-5200 44 0 NA 1063 kidney stage ii t2 nx m0 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.73329739 10.15500248 7.00356289 11.21772026 8.78841590 12.00553413 9.17482334 11.31871260 9.60248398 3.62023449 10.29450347 7.92322110 7.40955556 11.85770417 -1.90346826 5.83813996 -0.31832586 NA 10.30216023 9.33448001 7.59452392 3.62023449 8.41747281 9.86402933 9.63970428 11.27315732 10.70677452 9.92202877 5.16276190 9.24324112 10.83201694 6.55200042 11.32097566 8.49113518 10.04832148 11.45751955 3.45422855 11.32157854 9.83982389 10.02333909 11.07806132 7.99300459 7.89595389 10.44620525 7.95154059 7.48469000 6.42310246 -0.90319842 10.14618068 8.65604939 NA 6.45861659 9.32067421 3.90403123 8.63389070 9.96433726 6.19996085 11.75743718 13.46453081 11.20012422 10.44843992 15.25480873 8.42758941 9.90483224 5.08535667 8.94842155 6.72602874 7.92322110 1.26819482 7.84486517 9.59402540 8.49327705 9.72283775 8.86237297 8.08677634 9.57037811 7.77439241 12.97988849 10.72397837 NA 12.03872870 10.15335759 9.09314603 NA 4.41860151 10.81220555 7.39588026 10.87289985 9.15736841 9.09948747 11.12336881 9.15736841 12.08303448 2.95466162 9.40898820 -0.31832586 NA 10.35376557 5.17348726 8.60941295 9.49915167 9.80360016 8.72602908 9.13215884 8.99678445 11.80246681 9.74007772 10.13798938 12.29058276 3.09666667 11.57554062 11.26644087 9.85406252 9.44981927 10.29419638 NA 0.09666667 1.26657668 -0.90319842 7.98084276 13.30688717 3.30613097 12.15534071 7.78142135 9.15669290 4.85155917 6.47605111 11.18247685 11.29542440 10.01999999 12.63268162 8.71963935 9.07681212 10.65245987 6.21561259 4.05086733 1.09666667 -0.90319842 9.63776908 13.24252501 8.99904756 10.35670989 10.23206111 7.66462861 10.85593653 8.00806440 9.74749985 14.03884329 8.88048932 5.30612733 10.31684820 9.78185932 9.33686758 11.60558137 12.14890084 11.21512689 10.04503964 9.06893436 3.29398840 11.04357875 9.18876883 10.22949347 9.37395983 11.08144689 1.41862175 8.83476462 10.96105207 11.19764022 8.31657887 11.51307414 9.08464711 12.25291357 8.25275530 10.45751950 11.25054110 10.03220583 8.26664742 4.57240465 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8.1748233 5.9731888 7.1654507 8.3739600 8.2246669 10.8461229 9.6304888 7.1355913 8.8005761 10.1207732 11.2012712 8.5915280 8.7953770 11.7989534 8.8780322 11.9849343 4.2864968 5.9232205 6.8109173 7.8780319 11.1309556 11.186454 10.418882 7.973189 NA 10.413520 8.492207 4.027411 11.213991 5.539615 10.142091 9.751309 5.315842 6.666528 10.441523 7.506063 13.773484 9.203235 10.456422 14.190503 11.826506 8.405012 9.359942 9.591528 8.218206 9.893523 9.629028 6.616309 6.246419 13.368135 8.662726 9.474967 4.851559 3.382072 10.349634 9.455324 14.067138 8.428709 12.290583 9.240693 8.783173 6.039011 6.963951 12.469129 14.331658 12.632682 12.052141 13.200206 11.274559 2.003566 10.153987 9.452024 10.144478 9.178821 9.336868 8.281548 9.988456 13.380159 11.258749 11.310688 6.518737 4.967039 6.068215 13.678449 10.869193 12.553412 6.271597 NA NA 11.326993 12.599007 11.646334 8.008064 11.009375 11.4287090 13.4813888 11.3187126 10.2945035 7.2715984 10.7200967 11.9262961 6.2156126 10.7990616 15.5977017 6.5520004 6.9104533 13.6867469 9.3751220 11.7613420 10.4484399 1.6816292 14.6320542 6.5628102 6.4673594 9.0182753 10.4174730 9.7400777 10.0606523 8.8038763 9.3212772 7.6044672 11.4983520 9.5012819 10.8712536 10.5284312 10.3030763 9.4738829 11.4292685 2.8515592 10.4889899 9.7787893 12.7983731 9.5596859 7.1022970 10.2320611 9.4799718 12.7850867 6.0035640 8.6024840 5.6891286 10.9610521 10.5751337 11.4274493 12.0618254 10.8544791 9.2097633 10.4946144 10.9567894 10.4239978 6.6004987 9.8652704 9.5203136 1.5561106 0.6816741 -1.9034683 11.2398962 10.9177967 10.0775261 4.2051970 8.3564159 8.3085607 10.6338909 TCGA-BP-5201 63 0 NA 951 kidney stage iv t3b n0 m1 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3556718 8.3768946 10.5918038 8.2936390 11.8332586 10.4427825 10.8184425 8.5438203 0.9573203 10.2765761 8.4459994 5.9929791 12.0727895 NA 6.8153372 NA NA 10.5635758 10.0819940 7.6212695 3.8053544 8.7595490 9.8600323 10.1565372 11.3518183 10.3078529 9.2250787 6.8103531 9.2371982 9.8527795 8.0104671 11.6049940 -0.3645706 11.0796660 10.6605672 2.9573575 10.5203613 9.7062194 10.8012767 10.7685698 7.7015165 8.3836205 10.4834950 9.6793640 7.7149124 3.6798179 3.7647071 9.7062194 8.6480519 1.4427578 7.1629049 9.1511274 2.8053544 10.6044543 9.7109068 4.9022135 11.2918412 12.9769464 10.9237169 10.3056412 16.1369538 7.9819411 9.6988227 5.4809178 9.3087367 7.2090751 4.3078511 1.4427578 10.1076107 9.6487502 9.0658800 10.1292830 8.0191320 8.4459994 8.5272111 6.9752771 13.5794075 11.2278846 1.4427578 12.0464088 11.1200466 7.9730493 -1.3647564 2.7228813 11.6876560 8.2538130 9.1521124 8.4459994 9.2288187 10.8134699 8.5287291 12.0612611 3.1589833 9.1009939 1.6354294 -0.3645706 9.8344864 5.0448181 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10.287824 7.738715 13.033770 11.059069 9.851567 13.966414 12.458397 7.554291 8.657795 9.243682 6.795299 10.116723 9.893405 7.725540 4.250135 13.527401 8.444392 9.059594 5.554291 2.722881 9.837551 7.785175 13.365951 9.661951 12.095883 8.895171 7.530246 7.492631 9.739371 12.197431 15.110100 11.856803 11.061430 13.821232 10.909223 1.957357 11.281986 8.955100 10.572801 8.942628 8.406917 7.847316 10.585254 12.521505 11.274090 11.292969 5.612706 6.449208 5.785174 14.196212 11.082769 12.654062 6.790246 1.442758 -1.364756 10.029354 12.896200 11.317017 7.767285 10.792775 11.3665344 12.3618586 10.8184425 10.2765761 8.2519766 11.4058850 11.6219807 5.1900182 10.0202113 14.2734109 8.0104671 8.1900162 12.2903846 8.6702264 11.6334891 10.1938482 2.4427843 14.2545012 6.8319064 6.9885745 9.1421814 9.6777709 8.6564073 10.0601187 8.8326442 8.8570146 5.6241126 11.5253117 10.1055780 9.3919840 11.2325490 10.5054069 9.7075602 10.9539704 5.6798207 10.4910747 9.0028423 12.7142172 8.1452026 7.7749787 8.8473158 9.5120981 12.4344056 4.9573575 9.1111610 2.7228813 10.7099036 10.5624647 11.2909583 12.6089456 10.8485318 8.7295052 10.0721392 11.4455975 10.3051984 6.3149086 10.3667465 9.8533852 2.2203919 3.4427843 0.6354294 10.8603336 11.7773734 8.8928154 6.5057925 8.2738637 8.7055484 10.4135047 TCGA-BP-5202 75 0 NA 29 kidney stage iii t3a nx m0 19-3-2015 male 2008 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8751499 9.7599775 9.9578154 10.8139482 7.8742351 6.5375849 10.9835996 8.1684956 7.7136621 4.2745524 -1.7475843 9.7213159 8.7806372 -0.7478266 6.1286996 9.1507843 -0.7478266 10.0486283 8.9749904 6.2351756 11.6148323 12.9118445 10.4822034 10.0437528 16.5190336 8.1946973 10.6111088 4.4019308 9.1132700 6.9970169 6.4518556 1.0366792 9.9170747 9.6358873 8.8924278 9.5898049 7.7054534 7.8797168 9.5001105 7.7874586 14.0364600 10.7126389 NA 12.0242913 10.3763690 7.7136621 NA 3.2063775 12.3734736 7.8182370 9.2208499 7.5468034 6.6315612 10.7572502 8.8465074 12.6892555 1.9526318 9.4233597 NA NA 10.1432072 5.1710467 8.3502152 9.7192789 10.7190242 8.4941660 8.3711241 8.9041315 11.7988568 9.2422869 10.1628257 12.0902050 0.8371359 11.3954163 11.0765451 9.9495850 9.3027118 10.3101747 NA 0.8371359 3.8067674 -0.7478266 8.0120714 13.8005534 7.5853382 12.6376410 8.6551951 9.4858027 4.1829227 6.5875735 10.2931576 11.0655634 10.2490095 12.0038881 8.2465364 9.1732801 10.7059681 4.8520937 2.7757459 3.2521886 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12.0038881 11.8507008 14.1427798 11.5261242 -0.7478266 10.6080846 9.3182721 10.4509349 8.7560088 9.3013508 7.9543557 10.1840286 12.8429454 10.0803195 11.3274899 4.4810018 5.4810018 5.4019308 14.1782211 11.3958851 12.5409770 5.7678825 -1.7475843 NA 11.6212350 12.6964214 11.5897882 7.8201387 11.0224339 11.2844009 12.9567891 11.1858718 9.9856221 5.9868933 11.2621865 10.3236453 6.2005495 10.2623614 14.7464361 6.5559634 6.1286996 12.9809777 8.4749778 11.4935703 10.8286673 2.7757459 14.4649833 5.9792869 6.1163689 9.8945325 9.8604379 9.8613618 10.3296663 8.5453329 9.0153788 6.3128793 11.5518203 10.1279323 10.2787064 10.6602473 10.2319654 10.5021853 11.6874626 1.0595629 10.0651624 6.3396452 12.6992184 9.4438592 8.4810018 9.3788874 9.3435588 12.6870066 2.7116050 9.6080846 5.4420079 11.2319654 10.3396458 10.9519723 12.9356711 11.1590735 9.6742477 10.0882333 10.8036509 10.8538029 5.2965785 9.6375061 9.4126848 -1.7475843 5.7279177 -0.1627833 10.7562571 11.4251042 10.0104061 4.3182735 7.6141268 8.3580916 10.3393142 TCGA-BQ-5875 66 0 NA 2639 kidney stage iii t3a nx m0 23-10-2014 female 2004 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 NA NA 1 3 4 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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15.6355238 7.8651802 9.9686564 5.0652061 9.8490607 7.3239393 2.8428180 0.6729231 10.2255567 10.0448112 8.7131772 9.4818517 8.5308686 9.8098787 7.4109796 6.9720952 14.4960059 10.1215200 NA 11.1486210 9.5916912 6.9349823 NA 8.1526677 12.2611337 8.4075971 10.2672121 8.0652050 6.9993168 11.6203418 9.9326308 10.3409259 NA 8.7944211 NA NA 9.6855120 2.7603487 7.6952554 10.9103963 10.6637006 8.3922762 10.4673034 8.2408438 11.9473065 10.2008531 10.1627355 13.4464389 6.3939859 10.6371309 10.5839050 11.3585124 8.2709400 10.8977936 NA -1.3269864 NA NA 4.3167467 13.5066177 3.2578555 10.5692199 9.8583825 10.7063106 3.4277805 6.9443501 9.4194019 11.4567043 8.5524708 12.4711983 6.5494043 7.5616309 10.2284352 3.7603487 NA 1.8428180 NA 10.1541824 13.8917156 9.4689272 10.2592582 9.7530389 2.9948150 9.3914204 7.7389765 10.6285374 12.1286000 7.5308682 3.0652104 8.9194855 11.7885815 9.0260343 12.1768375 11.1450707 10.9296859 10.6721829 8.3310992 5.6275485 12.9304227 9.2903551 10.6336135 8.6183315 8.6444310 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12.6351510 11.7124869 6.4344381 10.9843520 11.6270839 13.0839350 9.8774587 11.2992810 4.2578479 10.4648644 8.3417723 4.9017068 9.7676250 13.5915179 3.9208173 8.0238270 12.4027186 9.4673033 11.1932606 10.0370222 0.2578555 13.7776501 6.9499889 6.6558813 7.8161690 7.7523726 9.0939003 10.2522035 10.6612172 8.2857559 5.4542483 11.9056082 8.7523723 7.0865152 10.8060297 10.3013331 11.3539062 9.4377591 1.2578555 9.9605999 2.3733141 12.1811168 9.7014843 7.2042689 9.7530389 8.8929999 12.3734356 1.6728779 9.1767132 3.3167395 10.5536189 10.7921529 10.3351108 11.8377945 12.0416668 8.1323193 9.6637006 10.1846402 10.4979894 5.0304376 9.6903920 9.9231859 NA NA -0.3271674 8.2728005 10.5379209 10.1017711 1.8428180 9.4890712 9.3689857 10.3694205 TCGA-BQ-5876 75 0 NA 586 kidney stage i t1a nx m0 23-10-2014 male 2004 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 NA NA 1 3 4 2 1 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.323135e-07 9.2662712 10.3079724 3.7674641 NA 9.5692087 11.5562616 14.2936668 -0.7560872 2.1527026 9.3680247 6.0512590 4.4533595 11.4802165 8.5293056 12.1609023 10.4025130 10.5083459 8.7576310 4.0512590 11.0029592 5.9853706 6.0120881 10.5246740 NA 4.1018854 NA 5.5837537 9.2841930 10.0301729 8.5725782 1.5658409 9.3563428 9.2368415 9.6383660 8.6469154 10.6754009 7.0383187 7.5106898 0.2439128 10.4576151 6.0120881 8.0054544 0.8288753 9.2168831 9.4398905 1.5658409 8.7437492 7.1627669 9.3247208 11.0999397 7.5613162 10.5223527 10.8741704 8.3126815 8.4088103 7.6951141 3.7674641 9.2039052 8.3576452 NA 3.4138242 10.2325880 0.2439128 9.7337512 7.9021146 3.5658287 10.0592866 10.8728044 13.1581015 7.3153661 16.2720899 9.0704519 12.5982904 3.9443431 9.4062945 7.5837530 5.8586127 2.9794218 7.2607116 9.7064055 8.6145906 7.5748198 9.6909866 8.1447699 11.1820126 7.1204204 13.6845778 9.8622888 NA 11.1537963 10.5047817 5.7196380 -0.7560872 8.0925262 12.1332171 7.2662712 9.5373749 9.1582883 7.3045996 11.0000425 9.0640823 11.7812018 NA 9.8768984 0.2439128 NA 10.2697350 4.1981012 7.6319206 10.4953857 10.3173754 8.8344903 9.2481237 7.4533562 12.2973948 8.4703156 8.0054544 13.8822261 2.2439128 10.1956834 10.2039052 10.6205714 8.9391316 11.8229835 NA NA NA NA 8.2964712 13.3826550 9.0318059 12.1165782 8.5948426 10.5136144 2.0512677 5.8877592 6.8877592 11.0108462 10.8085291 13.0726229 4.1981012 6.9786132 11.0358801 3.4918274 4.3731888 4.9443431 -0.7560872 10.1694577 13.6532279 11.7064055 8.0831070 9.9862127 5.6189434 9.5095183 7.2382566 9.8271553 6.6362200 8.5970503 3.0512503 9.1962660 11.2382567 8.8732598 10.4244341 12.0524653 10.3167058 7.6617560 8.7497149 4.8312692 11.5095183 9.9021147 10.4912374 8.1142681 4.6014529 6.7674654 7.9987907 9.7236835 0.8288753 9.0984601 12.2391404 7.8251038 11.9119018 8.0704516 9.7956116 10.4588295 10.4799175 8.0637629 3.9987912 7.3045996 11.1318854 NA 11.1046023 7.7516980 7.0512579 12.4573113 11.2107692 10.4331101 10.6421125 10.8161298 8.5316158 10.3524277 9.1552954 9.4200764 8.7317433 2.2439128 9.1805412 5.4337273 2.2439128 9.6607008 4.8586127 11.2621035 7.8326179 7.1627669 6.1746401 2.0512677 NA NA 10.3974553 6.9581490 11.1742710 10.4745243 10.8535437 9.3287117 7.8686257 8.7655036 10.7825772 11.3120098 8.0736259 10.1827478 12.4998170 3.0512503 8.4894558 -0.7560872 NA 10.1930004 8.7615725 9.7074276 9.2410827 8.5815252 10.2731905 11.7708915 2.4138378 7.8696123 12.7990915 11.0952619 NA 5.3717435 -0.7560872 1.8288753 6.4918307 12.3278811 8.9198603 8.3018949 11.0838943 NA 9.9225034 10.6009054 9.5223528 10.5635754 7.0704516 11.5468277 9.3961882 11.3876054 10.4438149 3.5658287 9.0656773 7.6868465 4.6014529 7.3940056 9.9286519 0.0037465 0.0015255 0.0054139 0.0118180 0.0058309 0.0084743 -0.8297600 -0.0216470 -0.8067500 -0.1644700 -0.1644700 -0.1644700 -0.1966200 -0.0094046 -0.0094046 0.0037465 0.0015255 0.0000000 -0.0056096 -0.0056096 0.0043728 -0.8067500 0.0151680 0.0195030 0.0126110 0.0084743 0.0011093 0.0011093 -0.5998300 -0.4612000 -0.4612000 0.0000000 0.0186590 -0.8235800 -0.0056757 0.0167050 -0.8067500 -0.1644700 -0.830 -0.830 -0.460 -0.460 0.000 0.000 0.000 -0.824 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.781 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.807 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 -0.164 -0.830 -0.830 -0.460 -0.460 0.000 0.000 0.000 -0.824 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.781 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.807 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 -0.164 5.6189434 11.3702851 11.0956523 14.4598154 9.8419558 NA 3.8288651 7.6014551 9.2896630 NA 5.6362215 7.7830624 8.2800771 13.4940536 3.2438975 5.4918307 6.6362200 8.3783295 3.0512503 8.0285382 3.7033333 10.1709404 3.2438975 10.9268979 11.0046107 10.7975326 7.6362208 0.8288753 9.9021147 11.1215709 10.8321401 5.4727217 7.6362208 8.3808943 0.8288753 11.6693815 9.4163308 10.1560441 7.5012910 NA 9.0004595 9.5293054 7.2495278 10.8405589 5.8137581 10.1096365 10.5252538 5.7033361 1.8288753 10.5826396 5.3936496 14.4482452 11.1582884 9.6691191 13.2934115 12.1777783 6.8659547 9.1582883 9.8070995 6.6617553 9.8042361 10.4606491 2.8288753 10.3099925 12.1622075 4.9443431 12.0077381 2.8288753 0.2439128 11.8333203 10.0656773 12.1253997 8.6058469 13.8822261 8.1864179 8.7155784 5.7762198 10.9007750 11.0362869 11.0000425 13.0726229 10.8354256 13.3829749 10.5194459 NA 9.1173475 8.8307430 11.4612552 9.6795735 8.8732598 8.4942016 9.4509176 13.0524653 7.8438162 12.0785718 6.4435752 6.2991860 5.4138276 11.9476490 12.3519376 12.6095422 6.8438156 NA -0.7560872 10.1731617 13.1840333 11.9096811 6.9853706 10.5200277 10.0334369 13.4229571 10.5083459 11.0029592 3.2438975 9.8677848 11.4231904 2.2439128 9.7297326 10.6254462 6.0120881 6.0120881 13.2568726 8.8232191 11.2505800 9.6113181 3.4138242 15.3404331 7.7633824 7.9373903 8.5550158 7.0186898 7.7596033 9.8759897 8.0893933 9.3511203 4.0512590 11.5776177 9.6628101 8.8823392 8.9021149 9.2453114 10.5304611 11.2488260 0.2439128 10.2125701 3.4138242 10.8169587 9.5826397 8.1477849 9.9862127 8.9438226 12.2686967 1.2439128 7.9547099 2.0512677 9.7236835 10.6564731 11.0112601 12.4573113 11.7454917 6.6102261 9.4200764 8.9920963 10.8918878 7.8512337 8.2297451 7.7752850 NA NA 1.8288753 9.6774887 9.1250936 9.3406183 3.7674641 9.9225034 8.4942016 11.7102347 TCGA-BQ-5877 60 1 270 270 kidney stage iv t3a n1 m1 23-10-2014 male 2004 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american NA 71.45.0 NA NA 3 2 4 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.8664676 9.9873924 8.4789055 11.0631037 10.2286483 8.1822508 6.2361252 6.1808421 10.3759073 5.1466267 10.4367565 7.0357108 10.0341523 10.0271167 3.9881939 12.1857654 9.0372683 10.6034332 10.7363905 7.8916495 7.8174672 10.9598419 8.9087634 8.2616601 6.8426206 0.1807844 10.1850632 8.5763770 4.5206925 6.3407136 9.9141293 0.5027379 8.3369260 11.5444300 9.4616135 11.1411977 11.8055240 11.5893052 8.3482608 14.9644294 8.4108630 10.7704939 4.3507660 9.8968048 7.3681948 8.1145336 1.6030744 8.1145336 10.1189521 9.0325918 10.2201045 9.6726958 8.3318593 9.8142921 6.4891816 13.5983987 10.9703764 NA 11.6725706 9.1250864 11.8222172 NA 6.4192473 10.6031704 8.5537080 11.3637027 8.7267726 9.0527479 11.0922348 8.7209710 7.5993282 -1.8190883 8.7151455 3.5731564 NA 10.3017286 5.5558836 8.3792878 10.1574069 10.2087488 8.6165132 10.1375819 9.2716169 12.2258422 10.1941655 10.8877704 13.5187085 5.8743298 11.3078376 10.7877106 10.4048445 6.6029082 9.9597412 NA -0.2341258 NA -0.8190883 7.4000110 14.1295978 8.6555626 8.4072550 9.6458989 9.6050090 4.0877344 7.3023766 5.6237849 11.8313336 7.9605621 12.0516852 7.3755999 7.9556296 10.7151456 5.1920718 6.5515299 4.1350423 0.1807844 8.5229173 14.2439007 10.8907881 10.0473490 9.2900205 8.1709465 8.8065516 7.9036505 10.5111799 6.1056550 8.3305898 5.9019409 9.9450634 9.4988207 9.0411537 11.7922135 11.7587436 11.7220604 10.9021556 8.0741441 4.6114616 12.0026168 8.7881731 9.0137327 8.6320540 8.2225017 -0.2341258 9.6128626 11.0912981 5.2676706 8.4325026 10.6699381 8.8408387 11.1193197 10.0714870 11.0587020 11.8551454 9.8488414 9.3469494 4.6565765 7.9155526 10.6854135 NA 11.4854793 8.6696873 7.4685548 12.0990538 10.5833219 8.7863222 10.3545199 9.2958865 9.6392494 10.9742896 8.5427866 9.3267748 8.8682185 3.0877344 10.5215274 5.5206925 3.3507660 7.8603229 4.3305871 10.6869024 3.0388224 8.3902962 6.2641629 5.4937242 -1.8190883 NA 12.1258293 10.0200465 11.1597320 11.0190619 8.1864674 9.9167837 5.7383436 9.1801382 9.6118179 11.2320517 9.6438562 10.2860966 12.4950719 6.0512068 9.6237862 -1.8190883 NA 9.5273566 7.4569671 8.7354315 9.4914555 10.2351079 14.2272847 10.6814357 -1.8190883 11.4205905 11.4119139 9.9125861 -1.8190883 7.3629388 0.5027379 4.1808401 7.9622025 13.9210188 7.5339900 8.9720056 11.8935847 -1.8190883 8.5273566 9.6497926 9.8170142 8.8638375 8.1204219 11.7471347 10.0956017 10.5664356 9.5566099 5.1350382 9.6621377 9.4656668 4.6397820 6.4435486 10.1769631 0.01075400 -0.01085000 0.07067300 0.00716000 0.00000000 0.04010900 -0.00083160 0.11932000 0.01572700 -0.10893000 -0.10893000 -0.10893000 -0.09789100 -0.65435000 -0.65435000 0.01075400 0.02932500 -0.67994000 -0.67994000 -0.66289000 -0.66289000 -0.00225080 0.00708260 -0.01078400 -0.01078400 0.05466000 0.00547260 -1.13080000 0.01600600 -0.69220000 -0.67985000 0.00055459 -0.01875500 -0.04706000 0.04989700 -0.66615000 0.01572700 -0.10893000 0.000 0.000 -0.676 -0.676 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.666 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.653 0.000 0.000 -0.632 -0.632 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 0.000 0.000 -0.676 -0.676 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.666 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.653 0.000 0.000 -0.632 -0.632 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 8.755436 12.460018 10.459873 11.470141 10.205290 2.428759 2.881273 10.130670 10.501531 2.180848 8.341975 1.502789 9.112319 14.201476 6.968745 8.425207 6.922310 5.511759 7.901942 8.371902 10.789098 9.912586 5.773300 9.579052 9.614428 10.457839 6.773300 8.842621 11.221817 8.226602 11.914156 6.619635 7.365718 6.720002 9.406050 10.754253 10.4159595 10.6854135 8.7034243 1.8812731 9.8523839 9.6751984 8.6975278 11.0353216 5.2361252 10.8545935 9.1086206 6.4429369 4.0634857 10.2306913 4.9087649 13.5924531 10.0349319 10.2492852 12.8046100 12.9407830 7.9833590 9.7004791 10.7262900 8.8734583 10.2732696 10.3492015 4.5558836 5.9155520 13.4243143 4.9087649 9.9315498 4.9223120 NA 10.1969547 9.8479543 12.9120557 8.7658052 13.5187085 9.0680635 9.2782167 3.9482364 9.4760377 10.9142818 14.9612031 12.0516852 12.7018911 13.4332495 11.0038118 -1.8190883 10.6821824 11.7693232 11.4871893 9.2442378 9.0411537 7.6565765 10.3654082 12.8875007 10.5653567 11.8639460 7.4240168 6.0997055 8.5602212 13.8008741 11.2175315 12.2248953 7.5162335 0.9881939 -1.8190883 10.1713013 12.4715816 11.5645349 6.7881728 11.0477353 11.2862602 11.9471646 9.7258023 10.2745905 6.1751952 10.3927311 11.1838335 4.6071054 9.6412987 12.3292399 5.1466267 7.7004793 11.6812975 8.4429377 11.3960724 10.5862502 3.6071054 13.9847721 7.5536423 6.7844686 8.2310181 8.5817222 9.5865161 10.0854774 9.1537149 8.4575139 7.0073918 10.9687453 9.2408631 8.7287011 11.5745014 10.7483236 9.6175543 11.3413445 0.7657893 9.8246990 4.6237849 12.1162694 8.8129291 8.1538226 9.2900205 8.5105268 12.2405252 4.1808401 8.1056550 4.6565765 11.0912981 10.2569903 11.2726087 12.0990538 10.1766099 8.5699365 9.3267748 11.0200465 10.2707170 9.2039039 10.2252368 10.4201430 -1.8190883 2.4287588 NA 10.0500511 9.9671737 9.8115650 3.2252441 8.5273566 8.9340594 10.4355762 TCGA-BQ-5878 79 0 NA 1938 kidney stage iii t3a n1 m0 23-10-2014 female 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 NA NA 2 3 4 2 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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9.4314709 8.1804159 6.4026096 0.1595000 10.2581262 7.3930558 0.4814023 3.8873595 10.7474479 1.9667996 9.4349786 10.1327746 5.1594354 9.3405821 8.7565573 10.0730735 7.4881109 16.5644570 8.3749690 11.4445493 4.8176488 10.2838806 7.8805355 2.2468945 2.3293533 11.2424167 9.6394639 9.2816169 10.1179887 9.4517578 9.2147186 10.1845756 7.4121015 14.2486382 11.4181493 NA 12.0886945 9.4351823 7.9859848 NA 6.7667661 12.6219383 8.4948264 10.0232351 7.2228316 9.2435801 11.8138483 10.5439500 8.4392325 -0.8406292 9.6142494 0.4814023 -0.8406292 9.3597217 3.0174231 8.5103753 10.0934955 9.7778216 8.6761210 9.4180020 9.3034570 11.0534826 9.9272067 10.5917170 14.0261837 2.0663303 11.2884453 11.1456336 10.2248522 9.9978521 10.9966698 3.4448393 2.8032890 2.3293533 1.4813506 7.5645779 13.2959466 6.9276204 7.1928589 9.3492607 10.5672349 2.7443979 8.3393450 2.8598702 11.3152030 10.5786062 12.6494646 5.6908165 6.7630623 10.6560402 8.8932988 2.5517621 7.7960604 0.7444195 8.3906574 13.8544740 10.2890411 10.1838832 9.9267929 7.4517576 10.0104042 7.5474537 9.9822458 6.8494339 9.2861405 4.3492591 9.6816056 10.0053182 8.8555341 11.5549702 11.3429164 11.0369119 10.1067077 8.9234781 6.1766898 12.0402631 9.5490675 9.8642043 8.4677751 10.2874304 -1.8406292 9.0481792 10.6364353 0.7706176 8.4916515 11.0367202 8.8176476 11.2777283 10.2422503 10.4126926 11.5706822 9.3091832 8.3969686 6.5982282 6.6229611 10.4689125 -1.8406292 7.9025874 8.0497005 7.1223321 12.0521686 10.5935429 9.7240619 10.7871979 9.9399758 9.0504603 11.2677416 8.6311112 11.1751995 8.0359532 -0.8406292 10.0640707 3.0663303 1.3293533 8.8292071 3.0174231 10.8803216 3.9143253 6.9076286 5.7297485 3.2468945 -1.8406292 NA 11.9627600 11.2048545 11.3101354 11.4371593 8.6290779 10.4951000 7.1030055 8.6147632 10.5374599 11.2167510 9.3123546 10.0282586 11.3749690 5.6351681 9.2187804 NA NA 9.6502869 8.0812768 8.5762338 7.7778214 10.0068850 12.0893417 12.6056794 2.9667996 10.7149839 10.9712121 10.8236611 -1.8406292 1.9667996 -0.2556667 0.1595000 7.7387523 12.8545556 9.1324159 9.2816169 11.4378855 -0.8406292 9.4185908 9.3550420 10.4144646 10.0154725 8.0298007 11.2623959 10.0561468 10.7971930 8.8476863 3.4813635 10.2708977 9.5169880 6.2535128 6.3396933 10.0519789 0.00000000 3.00270000 -0.00055444 0.01964300 -0.00677580 0.03397200 -0.00484610 0.00069327 0.00360760 -0.02903800 -0.02903800 -0.02903800 -0.02548900 0.00000000 0.00000000 0.00000000 -0.86026000 0.00679680 -0.00055444 -0.00055444 -0.00055444 -0.00281210 -0.90320000 0.00235810 0.00235810 0.00875280 0.00277450 0.00277450 -0.00484610 0.00597000 0.00597000 0.00471900 0.00471900 0.00513590 0.02960600 0.01587700 0.00360760 -0.02903800 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.561915 12.618419 11.715583 12.546040 9.706331 NA 2.066330 10.121971 10.408108 -1.840629 7.532301 6.589889 8.997852 12.010795 5.499285 6.679072 7.344311 6.430899 5.852923 8.858141 10.263380 9.994697 1.859890 9.650788 10.127988 10.229557 4.288720 13.444874 11.048940 8.909305 12.290320 5.796060 7.523571 8.023622 8.510375 11.162954 9.661273 10.208264 9.150249 NA 9.983201 9.418002 9.457499 11.108716 5.148121 10.500121 9.289363 6.610647 2.966800 10.026715 8.563513 13.617618 10.376485 10.080533 12.784917 13.015618 7.777821 9.443682 10.450319 5.751892 9.725014 14.211091 3.683000 3.066330 12.856349 8.309183 8.172060 -1.840629 NA 10.472035 10.052738 11.896261 9.089434 14.026184 9.217428 9.478544 6.939911 7.919324 11.516576 12.636688 12.649465 12.578540 13.014548 11.143498 -1.840629 10.879680 11.549067 9.496500 9.262724 8.855534 9.646271 10.063694 12.414022 8.492591 11.458353 -1.840629 7.209285 7.753761 13.424102 11.561116 12.907576 10.319938 NA -1.840629 10.677597 12.236335 11.488811 6.706330 11.059737 11.6462711 12.7842886 10.8019391 11.0629414 6.1194371 11.9490716 7.6532915 4.9796138 9.9126529 12.9403331 6.3393459 9.5767611 13.0050168 9.1424295 11.9224409 10.1643588 1.6188494 13.7527396 7.6911489 7.1281026 7.7672105 6.8283206 9.8446229 9.8932988 9.2091621 9.3436916 4.5344725 9.0790442 9.9371023 10.0336490 11.1354631 10.2191185 11.3743622 11.5448941 2.0663303 9.8860800 1.3293533 13.0481660 9.7183351 11.5035932 9.9267929 9.5934804 12.4420901 0.1595000 8.7824030 0.4814023 10.6364353 10.6497855 10.4886718 12.0521686 10.5971881 10.0493202 11.1751995 10.6306032 11.1436569 8.8389162 10.1041481 10.0216860 NA 5.7063316 3.3293676 8.3418306 10.2189766 9.9986398 -0.8406292 9.4185908 8.9986398 10.6560402 TCGA-BQ-5879 32 1 697 NA kidney stage iii t3b n1 m0 23-10-2014 female 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 NA NA 1 1 2 2 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.4390779 7.6319926 11.1181624 8.2585773 5.8830025 12.9076171 -0.9434165 3.3418577 0.8637799 NA 10.2613304 8.8630033 9.2326269 2.5158890 7.2948587 9.0265597 8.9206399 10.0546915 10.8865727 10.5344648 7.2683418 1.8638195 10.9775508 4.8893421 9.2382270 5.9082029 9.8782277 10.1902380 1.6414073 10.7213454 9.2990324 9.5199780 10.9216070 7.9753172 10.2007933 10.3226341 9.9567696 7.4848140 8.1818673 5.1649793 10.8561401 8.2462784 2.0564448 5.0788233 10.4910820 8.5868600 8.3625155 9.4046286 9.5834420 11.8517791 12.1481370 11.7334025 7.5422828 16.0699836 8.0550443 11.4852064 3.5158890 10.3487753 7.1413153 8.1727975 1.3784006 4.4827192 8.5751069 8.3464725 9.9875605 10.5607762 7.9206399 7.8146767 7.2780405 13.5805975 10.3507873 NA 12.0278176 10.1482164 7.2876745 -0.9434165 4.7146632 10.6407116 6.6563662 10.3622304 8.4018591 9.5863722 12.1279161 10.2320033 6.4198001 0.6414535 8.7110898 3.6110425 NA 9.8786262 3.5800128 8.7376922 9.3296665 8.6619330 8.8613912 11.2493629 9.4509164 12.0607681 9.9938275 10.3164911 13.9314590 3.0106545 11.7986452 11.3314142 10.1979223 5.3873694 10.9914345 -1.9434165 0.6414535 -0.9434165 1.3784006 -1.9434165 12.9391445 12.0915105 3.7003065 8.9058587 10.3996394 3.9633446 6.9482376 11.0774336 12.0694273 12.1157137 11.9555132 7.9390967 7.1831580 10.2710764 4.0788233 0.6414535 7.0981132 0.0564448 8.9229599 14.1726555 10.3375143 10.1455731 10.1561302 6.9930912 8.6291540 6.9812659 10.2479788 6.4140053 9.5014686 6.2011124 10.3913079 9.1889535 9.7822460 11.6615859 13.0043189 11.2031815 10.6985053 8.9167647 5.8925683 12.2313794 9.7745585 9.8008671 9.3664984 7.9871912 -0.9434165 8.5868600 11.1544857 5.2594608 7.3296430 10.8006569 8.8004466 11.6145156 10.6246473 10.3173733 13.0523092 10.4671700 8.2240726 5.1649793 9.1225428 11.2981390 NA 11.5452980 9.1727978 7.9283591 12.5257775 10.5405214 10.9227667 10.5278749 9.4024133 9.3447431 10.8830578 9.0919402 10.9173466 9.5809955 3.4140002 11.2818118 3.1008431 1.5158638 5.5800158 2.8113477 10.3516486 4.7288783 7.9708387 7.2509152 3.5800128 NA -1.9434165 11.8448661 10.6953421 10.9381412 11.1873459 8.5138346 9.0774267 6.1431199 9.8714366 11.3364995 11.5900268 9.6498448 9.9704650 11.7778734 4.4140070 8.4379967 0.0564448 NA 10.1597414 9.3699037 9.1753949 8.8254651 9.0135558 14.7074914 11.5076648 NA 12.5715991 11.7455781 10.6505450 -1.9434165 3.0564621 -0.3586389 1.2263852 8.1035774 14.2992184 7.6912648 9.6182190 13.1811809 0.8637799 9.8549256 8.9142093 11.0984550 8.6395364 7.6563662 12.6511865 10.3960253 9.8630033 8.2388480 6.2363625 9.9569431 9.6225078 4.9809119 5.8176719 10.2030224 0.0025226 0.0209660 0.0211060 -0.7572500 0.0181890 -0.0543600 -0.0069774 0.0170480 -0.0660770 -0.2121300 -0.2121300 -0.2121300 -0.2011900 -0.1563400 0.0000000 0.0173270 0.0149350 0.0613490 0.0211060 0.0211060 0.0211060 -0.0406910 -0.7625600 0.0295290 0.0295290 -0.0543600 -0.7370100 -0.7370100 0.0054766 0.0274200 0.0274200 -0.7616000 -0.7616000 0.0296700 0.0405320 -0.7343800 -0.0660770 -0.2121300 0.000 0.000 0.000 0.000 0.000 0.000 -0.748 0.000 -0.763 0.000 0.000 0.000 0.000 -0.734 -0.734 0.000 0.000 0.000 0.000 -0.199 0.218 0.000 -0.209 0.000 0.000 0.000 0.000 -0.686 0.000 -0.757 -0.757 0.000 0.000 0.000 0.000 0.000 0.000 -0.754 -0.754 -0.212 -0.212 0.000 0.000 0.000 0.000 0.000 0.000 -0.748 0.000 -0.763 0.000 0.000 0.000 0.000 -0.734 -0.734 0.000 0.000 0.000 0.000 -0.199 0.218 0.000 -0.209 0.000 0.000 0.000 0.000 -0.686 0.000 -0.757 -0.757 0.000 0.000 0.000 0.000 0.000 0.000 -0.754 -0.754 -0.212 -0.212 14.0741103 12.7815003 10.2150633 8.5553027 9.1947256 4.2462789 5.0222391 10.1299259 10.9935185 0.3784006 9.9198656 8.2524412 9.3349032 11.3120725 5.3602343 7.3828834 6.6563662 9.1399330 6.6894487 8.7155578 7.1960050 10.1695446 4.6110425 8.9237325 10.3179610 10.2591897 5.9633446 4.4487688 10.5309201 6.6966991 12.6201141 NA 6.8345305 3.9633446 7.2011124 10.9629686 10.8638086 10.3412777 8.4216824 -1.9434165 11.1847703 10.8847885 8.3636547 10.6222698 6.1492106 11.7376921 8.9790381 6.4530582 5.5483071 10.5334530 7.0048205 14.4894685 9.2344961 10.4840284 12.3094886 12.8071722 8.7420787 10.6623961 11.1605610 5.9989672 10.3536565 13.1903986 10.4607970 9.0084667 13.0970003 7.5897837 7.0394477 7.6395368 1.8638195 9.9573205 10.6421205 13.1908399 8.4993971 13.9314590 8.7137721 8.8646133 5.4277503 11.2504410 11.3490629 16.2299112 11.9555132 14.3923848 11.8433359 8.8524933 6.0732611 9.8468021 10.5374962 10.8427233 9.3985284 9.7822460 7.6244095 10.5805056 12.8131664 9.4466226 11.9048810 6.1063023 7.3020064 8.7911632 13.5864292 11.1295911 12.8013926 7.4336639 0.3784006 NA 11.4720634 12.6924552 11.8697309 6.0620785 10.4107031 12.0033600 13.1323088 10.6319930 11.1181624 4.8766348 10.2656024 8.3918442 7.8213250 10.8040173 12.2881324 4.8893421 6.3647930 13.2413263 9.1205228 11.8774304 10.9713993 0.6414535 13.2833927 7.6453183 8.1198490 7.2495108 8.2548987 9.9058589 10.6778188 8.8088342 9.1346045 6.0788212 8.3314141 11.5334530 10.1564589 10.9101531 9.5422830 11.9075195 11.3666404 4.3043796 10.1425900 4.9753184 12.7637643 10.4921240 4.7843731 10.1561302 8.8913277 13.1619121 5.7075055 9.1472278 3.7843783 11.1544857 11.2299747 10.5001743 12.5257775 10.8826049 9.4753603 10.9173466 11.7673677 10.1633437 8.4931654 10.3479122 11.3263109 2.3043942 1.9633261 1.2263852 9.5220200 7.0358218 10.2090555 1.5158638 9.8549256 7.4785181 9.7551583 TCGA-BQ-5880 79 1 1314 NA kidney stage iii t3a n1 m0 23-10-2014 male 2006 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 NA NA 1 2 4 2 1 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.4792823 9.0880936 6.8852766 11.5514617 9.1834185 10.3602963 9.2676222 3.2728294 9.8738901 8.0481272 10.5178377 10.2840607 7.1115530 8.8461893 11.2821713 10.2849208 7.7170519 7.4115974 1.8943327 9.2762973 8.2658808 -0.4275954 7.0236047 10.8531646 2.3797596 10.6078803 8.5149085 5.5031324 8.1076690 10.6552082 11.5787199 8.2306051 15.8140977 7.7671509 10.2832003 4.4792823 10.5046086 6.8761743 7.6002995 -0.4275954 9.5090317 9.6664715 9.0440689 10.0359182 8.9625629 10.0939943 9.8886754 5.9986581 14.1254831 10.6310621 NA 11.3117525 9.0648880 7.7473196 NA 5.5723925 12.6753537 8.4882732 9.7939809 7.3989420 8.5060846 10.5251350 7.4852835 12.4366806 NA 8.7322651 NA NA 9.5090317 4.5265884 8.7373008 10.5360125 10.4656954 8.0682489 10.2943475 9.4912571 11.4891317 10.2279245 10.6578663 11.9525843 4.7818475 9.8264539 9.5905940 10.3430578 7.9474330 10.1365434 NA 1.5724046 NA 0.5724046 4.2728369 14.0810552 9.1999277 13.8333868 11.1422494 11.6472043 3.3797457 6.9560985 8.7891397 10.2501135 10.5787199 11.5300509 6.9560985 10.1695153 10.7769649 4.5723925 -0.4275954 1.1573671 NA 8.2017505 14.2997825 9.8716019 10.2788899 8.8898063 6.0318252 8.7042509 7.9860218 9.8252840 15.2163627 7.9166898 7.0562096 9.0785426 10.9759385 8.0440689 11.2913547 12.6568701 11.5240428 9.0481272 9.8012125 2.2391536 13.1242222 9.4897659 9.7927721 8.5752087 6.3925733 NA 6.3272814 10.4442991 5.3079166 9.4538750 11.0511635 8.4732605 10.4202342 8.2162502 10.2960548 10.9376227 10.2806156 9.0805649 4.4303723 7.1944456 9.6939274 NA 11.1709116 7.6330897 5.3272814 12.3684334 10.9200152 9.4334807 10.8226922 10.6030609 9.6638292 11.4809028 9.5639156 10.0541932 8.4396726 1.5724046 10.2934930 3.0318186 9.1870301 8.4580904 2.8943133 10.5780183 3.3797457 8.3797487 5.9817842 4.1573591 NA 1.5724046 11.4834112 10.7253124 10.4373537 11.2003836 10.4641775 7.3405783 6.3645987 8.7246786 11.1573563 10.5961482 8.9881356 9.8531647 10.7448213 4.2162531 9.2465860 NA NA 10.0562096 9.4052838 10.0111857 8.0880939 10.3264462 12.0734846 11.9119655 1.8943327 10.6743695 11.2297123 9.7385569 0.5724046 2.8943133 1.1573671 NA 5.7622186 12.8102013 9.3861751 6.5381781 11.2207514 NA 8.4272621 9.1596088 10.8356630 9.2359520 6.4550362 11.2540715 8.7745176 10.2153481 8.1611087 4.8577969 9.1441466 9.2797529 3.3652446 7.1498223 11.4017202 -0.00128650 0.01642500 0.00527490 0.00041174 -0.00456950 0.64048000 -0.00691950 0.77272000 -0.00083160 0.07599100 0.07599100 0.07599100 0.07403400 0.00000000 0.00000000 0.00083195 0.01642500 0.00221930 0.00438600 0.00438600 0.00438600 -0.00097017 -0.00480420 -0.00373950 -0.00373950 0.63828000 -0.00456950 -0.00456950 -0.00691950 -0.00922440 -0.00401620 0.00305220 0.00305220 -0.46451000 0.27900000 0.00387900 -0.00083160 0.07599100 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.334 0.000 0.279 0.279 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.322 0.322 0.000 0.334 0.000 0.279 0.279 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.000 8.764687 10.839766 10.186183 12.217827 8.448911 NA 3.157351 9.676993 10.319378 1.157367 8.092030 7.095956 9.086121 15.983392 7.947433 7.825059 7.119289 7.424143 7.732265 7.810798 8.370055 9.485283 4.095958 10.813185 10.783065 10.010146 7.929946 4.327278 10.418668 7.194446 12.496271 5.894323 6.791563 8.706820 1.572405 10.229712 8.6887378 9.9365286 10.1889426 NA 8.9077842 8.2341717 10.3430578 10.2797530 3.6598561 10.1163923 9.4210169 7.3471811 6.8670143 9.6651509 6.2017495 14.1559468 12.1741646 9.3339451 13.2490121 12.9295334 6.1723075 9.0939943 9.9796616 7.7818469 10.7284769 10.6538773 6.0318252 6.1573570 13.5209436 5.0642448 8.2553884 4.2728369 NA 11.0384703 8.1723065 11.6198586 7.7523030 11.9525843 8.7246786 8.4365800 4.5533359 6.8107991 10.2615182 13.4760874 11.5300509 10.4527426 13.0242489 9.9647112 -0.4275954 11.3297838 10.2788899 10.3247745 8.7016769 8.0440689 6.9299460 9.9934067 12.9812543 9.6558731 11.5005421 4.0959582 7.1269832 6.6913346 13.5167097 11.5305840 11.5759117 7.6276761 NA NA 7.5496738 12.6356204 10.5829219 5.9474324 10.6538773 12.1493505 12.2832003 9.2108298 10.8368364 6.7622186 9.7720661 9.8096038 5.7818475 9.2814776 11.6554875 6.8852766 6.4178846 12.1173558 9.7523029 10.9673924 8.8203213 2.1573671 14.1253030 6.0640874 6.0801886 7.7266044 8.2762975 8.6002999 9.1648509 8.2017505 7.8898063 6.1871046 12.0065007 8.5553875 7.9122439 11.4504447 10.0742310 9.7335257 10.2368411 2.3797596 9.9571775 8.4702391 12.1185866 8.2969075 7.9560979 8.8898063 9.0670694 12.3399576 6.5610786 9.1573563 4.0959582 10.4442991 10.5367347 10.3071034 12.3684334 11.3741022 8.1231406 10.0541932 11.3214252 10.0008587 5.6167870 10.2368411 9.9255406 4.7016766 -0.4275954 -0.4275954 8.7818472 11.5039809 7.8250593 0.5724046 8.4272621 9.3222633 9.4732607 TCGA-BQ-5881 69 0 NA 1454 kidney stage i t1a nx m0 23-10-2014 male 2006 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 NA NA 1 3 4 6 1 3 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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16.1478758 7.0753583 10.1825476 3.4276598 10.2350150 7.2418688 4.6500522 4.5984426 9.0521509 9.5555685 8.5066115 10.0315336 8.6981890 10.7013002 9.3972864 5.7495879 14.1130513 11.9486060 NA 11.6416553 9.0400716 8.0482465 NA 6.9553977 13.0344970 8.3021294 8.3151853 7.5151226 9.2435770 9.9802010 6.3021289 11.9772009 NA 8.1789810 1.5207491 -0.4791503 9.0849189 2.6906853 8.6055777 10.5214737 10.1363991 8.3345508 10.4306626 9.2125129 11.2699768 9.2055181 10.7669162 12.3818564 1.5207491 9.2222839 9.3926746 11.1758529 9.9873558 10.0325221 NA 1.5207491 2.9802081 2.3281184 2.6906853 14.1959547 10.1428212 14.6991231 12.0698321 12.5695968 4.0443329 8.5347900 5.5651645 9.7805127 11.4344069 10.3700025 6.6806408 10.7465794 10.6174846 4.8426973 2.1057451 4.3787474 NA 7.9595615 13.5435707 8.9533112 9.9280371 8.6931970 5.3281256 8.5094540 8.3631198 10.5047250 11.4596139 9.3151853 6.5760519 9.2275072 11.5417494 6.8516866 9.8892759 12.3558329 11.7752076 8.4894362 10.2020078 4.5306514 14.0944166 8.8449499 8.5375776 8.9237815 10.1923104 NA 6.6500522 10.1564875 4.4623468 10.0439981 10.9039337 7.4515070 9.8914569 8.7734350 10.1253227 11.1980486 10.6201173 8.7830522 4.1646254 8.0086096 9.8107883 NA 10.4742384 7.4632840 4.4749681 12.8780465 11.8505658 9.0540990 10.2588617 9.4720541 9.2020080 11.6559753 9.9173742 9.8816166 6.0753593 2.8426973 9.3249004 6.2486904 2.1057451 8.2889537 3.1057284 10.1363991 2.9802081 8.6526263 6.0599285 4.0443329 1.1057451 3.3281184 11.6423030 11.0806245 10.2081451 11.8376166 10.1382369 5.9103369 5.9101642 8.6448906 11.7913568 9.4836655 8.8222655 8.6806408 9.6743215 5.7302215 9.8415700 NA -0.4791503 10.4470655 6.0906248 9.6474739 7.5651638 10.7543892 10.7939823 11.5868586 NA 8.9965029 11.5133538 10.4455820 1.8426973 3.6183796 1.1057451 NA 4.1057284 12.9914283 9.9227155 6.6906950 9.9616387 NA 7.8650651 8.5541924 11.4581433 9.7483854 5.5207680 11.0944166 9.4559346 10.6448908 8.5678933 3.5207742 8.2177367 9.5066115 1.1057451 6.9044733 12.5814654 -0.00180820 0.01908300 0.59818000 -0.01346300 0.60538000 -0.00270030 -0.01230000 0.58184000 -0.03685200 0.11081000 0.11081000 0.11081000 0.11081000 -0.02192100 0.00000000 -0.00180820 0.01908300 0.59818000 0.59818000 0.59818000 0.59818000 -0.00180140 -0.00512270 -0.00470790 -0.00470790 0.00319100 -0.00166290 -0.00166290 -0.01230000 0.00485790 0.00485790 0.00194180 0.00194180 0.00015567 0.60124000 0.01600600 -0.03685200 0.11081000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.582 0.582 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.607 0.607 0.000 0.000 0.000 0.000 0.111 0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.582 0.582 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.607 0.607 0.000 0.000 0.000 0.000 0.111 0.111 9.803858 11.584839 10.814241 13.772104 8.000550 NA 3.105728 9.639710 10.739212 NA 8.241869 8.889276 8.221209 17.321865 7.439632 8.847199 7.457407 7.268962 7.302129 7.164625 9.203764 10.177194 1.842697 10.571978 9.703164 9.678116 8.295556 8.880519 9.487996 7.178980 12.514767 5.193196 7.565164 10.018621 6.988375 9.527797 9.1206822 9.7155264 11.0161249 -0.4791503 8.9719806 8.2520882 10.9227156 9.1628211 1.1057451 9.8990643 8.6603208 8.1931946 6.3021289 8.5403602 6.0443307 13.0129982 12.0317808 8.5431374 12.8236939 13.1194035 5.9130857 9.2125129 9.4865537 9.5706179 10.4669447 11.6015870 6.0443307 7.0443318 13.6768525 4.8061694 8.6781163 3.6906964 NA 10.4894363 7.8516866 12.2729410 8.2486899 12.3818564 7.9001477 7.6448910 4.5270703 11.0379467 10.4336588 13.6641526 10.3700025 10.8810678 12.5728280 9.8426975 0.5207491 11.4994799 9.2452834 10.5631128 7.4034126 6.8516866 5.9470349 9.8483220 12.0844424 8.4396327 10.7210551 4.2212120 6.7006783 7.7591745 13.9897065 11.3176202 11.1971674 8.6029185 NA 2.1057451 8.6881877 12.6270052 9.8613985 5.5207680 10.1428212 11.8384647 11.2571714 8.4894362 11.6211033 5.9470349 9.7579795 7.5431370 4.6906964 8.7519905 10.5717880 6.3787509 7.1280995 11.4775086 9.3771949 10.6207747 8.9428341 -0.4791503 14.6316605 8.1174062 6.2072701 7.9130869 8.3599731 6.8061719 9.3216693 8.9301604 8.6188014 8.1317942 11.3000784 7.6956953 6.7495879 11.9694020 10.4908753 10.0521509 9.8539247 0.5207491 10.6055779 4.8061694 12.0737027 6.7968936 6.6906950 8.6931970 8.7069829 11.8936345 5.4749649 10.0285640 3.9130905 10.1564875 10.8165384 9.4079900 12.8780465 11.5678933 7.6755873 9.8816166 10.9301604 9.8142410 7.8914569 10.2401583 9.8003800 2.8426973 3.8426973 NA 8.8516863 12.3906312 6.9470337 NA 7.8650651 9.1057320 10.0963086 TCGA-BQ-5882 54 1 658 NA kidney stage iii t3b n0 m0 23-10-2014 male 2007 NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 71.45.0 NA NA 3 2 4 2 1 3 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.53748668 7.03458770 12.41792272 NA 6.54883269 9.76262969 7.74507797 7.04544079 10.51683167 8.70161975 12.15048434 8.37776017 9.74454258 8.28363800 4.41456178 10.38361574 7.02795353 5.06271753 12.15894416 1.67038716 3.15583017 NA -1.65154094 9.67602564 10.09120343 8.80174360 5.20645569 8.83932380 10.41321569 9.51902406 9.86022553 10.07894307 6.94466287 7.36249356 7.28805212 10.44123011 7.00668401 9.57006004 1.93342156 9.58149342 8.56885145 2.04889878 10.33893155 7.98509735 9.93249588 10.42562242 7.39832129 9.65681203 11.03303309 8.61291567 8.81709686 4.57728984 3.43593523 10.75733342 8.34847278 -1.65154094 4.77473963 9.84981259 -1.65154094 8.14288871 6.19396291 3.10336335 10.48897365 12.85929891 11.77997053 8.59640037 15.04596998 7.86614205 9.45372663 4.32575337 10.24745215 7.04891294 5.57729286 3.05389331 7.85031000 10.77657137 8.75041892 9.87399371 9.34635815 8.17343179 9.23949710 5.84831997 14.03289285 10.87007338 NA 11.57473457 10.13592664 9.25836604 NA 7.61993602 11.85515242 8.34847278 12.37819153 9.48097272 11.50186664 11.11913684 8.82724266 11.94561882 0.34845906 9.80790452 3.15583017 4.37084082 9.75892423 5.12983114 8.27921033 9.73055658 9.95718985 10.50139147 11.31569919 7.69276892 13.32377908 9.45438155 10.53767978 12.76005012 0.67038716 10.94649753 10.73541319 10.90473945 5.62459809 10.30303284 -1.65154094 -1.65154094 1.34845906 NA 7.37914006 13.80026360 5.48802327 12.29592725 10.42895744 9.94652545 2.67040982 7.71916016 7.37084082 11.26528545 10.84457773 12.16552855 6.93718782 10.21343283 10.53984063 4.93343573 3.67039849 4.30266999 -0.65154094 10.10627961 13.79539468 8.53829759 3.74078728 9.54322984 5.03497279 9.90976096 8.69830705 10.27076743 9.83882243 8.98690891 5.06271753 9.08369897 11.22939565 8.07298684 10.62430646 11.53597969 11.53891495 11.46822468 9.80585380 4.18363737 12.00277332 8.78101474 8.97965012 10.67938984 10.03890747 2.15581398 8.10836136 10.14896841 8.11695522 8.68949137 11.36284216 8.51212257 10.79762157 8.84432790 10.58508516 9.96960899 12.07021301 8.63503061 4.68832026 6.11002492 10.48770450 NA 12.10627961 7.64996890 6.46221432 11.15884374 10.24782987 9.27031378 11.28713363 9.39968189 9.50392370 10.72432694 8.68274639 8.93812403 8.83631298 7.36806376 9.65225362 4.91832898 5.48792040 8.30557478 1.15581398 10.01203100 4.80790613 7.84632469 7.32288717 6.48289990 NA -1.65154094 11.55380801 10.47968681 11.27921027 10.91428907 9.39627853 9.68861242 6.10302548 9.18373387 10.16305537 11.33893150 10.50771359 9.41657947 10.65908576 1.93342156 9.09246593 -1.65154094 NA 9.38670599 9.22575717 9.41657947 8.49567798 9.82116378 10.83279233 12.07511686 -0.06657844 10.90761101 9.66814501 10.34776829 -1.65154094 5.91551612 -1.65154094 NA 6.58209229 14.81328987 8.03146743 7.64309352 10.82344630 NA 8.43328122 9.93027134 10.50613568 8.69609434 7.45176088 10.97463829 11.22748177 10.73163724 10.05626338 4.47775503 8.68162847 9.60054704 1.80789068 5.67939002 10.41422561 0.071966 0.066086 -0.563560 0.067197 0.075415 0.095072 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7.2732856 5.0208977 8.3300402 7.8058541 8.3328914 9.7027223 7.6035017 10.7710634 10.0463093 10.5940257 6.0627175 1.3484591 11.2374064 7.4037551 11.3366108 4.3026700 8.1606505 7.0695722 5.1939649 11.4222798 9.3839593 11.0031089 10.0450059 -1.6515409 7.2188373 9.5591444 7.5432298 10.5533498 6.1100249 10.3663253 9.1033605 6.4199349 6.6430942 10.0869875 7.5676413 13.9006317 11.3623190 9.3307536 13.0456034 11.8242064 7.4725942 8.4969496 10.4664406 3.0489162 10.0288325 10.4937683 6.5772914 6.9520994 12.9327308 5.1686501 9.0670059 3.7060221 3.5579247 11.7650066 8.6430935 12.5632474 8.8503100 12.7600501 9.9760068 8.7862249 4.2459519 6.2851118 11.2775464 13.1235688 12.1655285 11.2140129 13.2264280 10.2257571 4.2553648 11.6947096 10.0865653 11.4873846 8.9126223 8.0729868 7.9576517 10.6318508 13.1303449 10.7520176 11.7397165 4.0489162 7.6522534 8.2968401 14.1106356 11.6356081 12.1690508 6.9558033 -0.6515409 1.1558140 9.3867060 12.9287904 11.6597714 6.5032915 11.3454759 11.25986493 11.79581450 9.74454258 10.38361574 7.57488488 9.38807736 9.76790651 5.15582612 9.57187131 10.28363800 7.00668401 5.93343573 12.01258020 8.46221514 10.79063888 9.93343543 1.34845906 12.88277583 7.60425669 7.06614948 6.30847556 7.90880570 9.47065379 10.64911154 11.46931346 8.36945296 4.70602765 12.49718783 8.99142717 8.53582513 11.88799530 11.68609484 8.63040292 10.33822227 4.45699666 9.91214595 7.09666561 11.45545782 8.41590736 6.28511180 9.54322984 9.03139740 11.21671676 6.05583121 8.01735797 4.20645569 10.14896841 9.83027244 10.36736855 11.15884374 10.83480522 9.08572021 8.93812403 11.31749967 10.05712585 5.84032727 9.86368003 10.05021258 5.11665586 1.51838406 -0.06657844 9.74507780 11.56366162 9.74347138 1.51838406 8.43328122 8.09330663 10.12367163 TCGA-BQ-5883 79 0 NA 1242 kidney stage i t1a nx m0 23-10-2014 female 2007 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american NA 71.45.0 NA NA 2 1 1 1 2 2 2 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.67667573 10.79002497 NA 10.91417507 9.56104445 11.34456428 NA 4.01769035 10.08251619 8.29946539 11.04375651 9.14211957 8.49882089 11.51613283 9.36346898 4.96922418 NA 9.41471863 1.66721091 -1.65471718 10.44132515 3.66719956 9.53941010 10.95675482 10.89769785 9.21563371 10.12826711 9.56625178 11.86475034 9.56201474 10.31321558 12.99036437 7.98912481 11.61014983 11.11469354 9.98777192 5.59319539 11.36381685 NA -1.65471718 1.15263774 -0.06975468 NA 12.94413558 3.29946447 3.86883490 9.71486626 10.58068481 2.66718820 8.03701260 7.10682044 11.48242016 10.66776043 11.64419780 6.89601628 6.48481967 10.51800886 3.80470411 4.63067339 2.80469379 -0.06975468 9.71758989 13.48913037 9.78093914 10.34032937 10.04397355 4.22791047 10.48673750 7.49501634 10.29180601 7.19075904 9.79751012 7.79853984 9.99212912 11.57918812 8.81287457 10.82429124 11.24745553 10.70117050 9.28998105 8.84012455 0.46623556 12.57160581 9.33749926 9.54432773 10.05779588 8.41001159 4.07318613 9.62022936 10.82226816 13.61081509 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8.7300526 -1.6547172 8.6202294 10.2734172 10.5270424 10.9089418 2.8046938 10.8998578 8.6851188 6.6761856 4.6671996 10.2113887 5.3564960 13.8729597 10.5827776 9.6161481 12.7989897 13.0078816 7.7567798 10.6575846 10.2961893 6.2340126 9.9832522 10.1606522 13.2460885 11.1887974 12.3658149 7.0526278 11.5101758 7.9562937 -0.6547172 10.9615880 9.5089186 12.1906609 8.6410377 12.9903644 8.9900265 9.7121375 3.4633740 14.3877192 8.3211168 14.0540295 11.6441978 11.7265415 12.7047439 11.0761636 0.9302453 9.8154193 9.5082896 11.0254086 9.5614084 8.8128746 7.7203086 10.0052648 13.3742541 9.1339873 11.5013425 4.8210009 5.6851188 9.4583599 12.9206096 11.7250534 11.9196259 6.6671967 -0.6547172 NA 10.1805298 11.9123931 11.4066384 6.2156339 11.0748897 11.8067483 13.0762166 10.1493999 11.1976033 5.1526256 8.9094185 8.3367908 5.0176948 10.0212260 12.3823010 2.5151826 5.9963209 12.4241602 8.4771260 11.4622626 10.9805336 2.0457225 12.7996325 4.7368971 6.9113225 7.3165250 8.0282636 9.8703003 10.0672224 9.4718057 8.6833477 6.8649055 9.1574462 8.4719735 8.7343625 10.8093041 9.4956508 10.5467803 11.4064713 1.5152078 9.3417423 7.2700813 13.0581430 9.4822600 9.7657555 10.0439735 9.2855751 11.8316011 3.7375894 9.5126869 9.7305921 10.8222682 10.7456147 10.6669152 12.0782842 12.0876836 10.2637594 10.7733673 9.7908012 10.4491697 8.6570172 10.1473814 9.1606522 -1.6547172 8.5752893 NA 8.6143955 10.7813323 10.8232801 0.9302453 9.4943808 8.5363280 10.3672899 TCGA-BQ-5884 59 0 NA 792 kidney stage i t1a nx m0 23-10-2014 female 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american NA 71.45.0 NA NA 2 2 4 2 1 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.9155021 10.0890823 8.4502512 3.5932223 8.2459344 9.8060509 9.2667402 10.6564149 10.5440635 8.6526758 4.5221437 4.1022382 10.0745610 4.1781888 15.3747525 7.9095961 9.5740260 8.8175999 3.3190543 10.7357271 7.9934496 10.3447713 11.1484063 8.6308798 6.5438392 11.1744756 8.1288017 7.9669288 5.3357298 3.0220659 10.2164053 8.3866428 4.8235252 6.4702163 10.9375232 1.3521935 9.1311923 5.1216081 5.0924612 12.0584781 12.4197757 10.5061166 8.0182007 14.4584103 8.6568299 10.3263730 4.2678279 10.0567516 7.2079368 3.2503401 2.0627089 7.1781898 10.9627407 8.7685370 9.7025557 9.0078313 8.8843094 10.9903259 6.3398714 13.1154692 11.7519340 NA 10.9654226 9.5446330 9.4866454 -2.1071816 8.6847644 11.2607482 7.9095961 12.0695840 8.1988492 4.2503401 10.9506101 8.9282741 12.4817527 NA 8.8821820 2.3522218 -1.1071816 10.2031163 4.0220748 9.4143880 10.9996775 8.9782600 8.2270609 10.6042395 9.3725678 12.0179580 9.1613294 9.9347888 12.6739935 1.7001290 11.4376517 11.9024412 9.3429678 5.8116508 11.2145747 NA 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6.6100873 7.2678270 10.5860567 11.1013267 10.1689119 10.8214909 11.9894203 5.7065692 8.0438038 -2.1071816 NA 10.3921351 10.1542948 8.4425720 7.9548337 10.5132365 11.7684409 12.0943754 -2.1071816 9.5015044 10.6245308 9.3153781 -1.1071816 3.2851063 -1.1071816 NA 8.3614118 13.8435712 7.4777502 9.2508894 11.7739015 NA 9.5388962 9.6293923 9.7133654 9.3465727 7.6543389 11.3398708 10.8821820 10.3961163 8.2786497 8.9019165 9.3951222 9.1317893 5.5068336 7.4037492 10.4555069 0.00402430 0.00555290 -0.00697830 -0.00470790 0.46209000 -0.00283520 -0.00221680 0.02342600 0.02202400 0.01544700 0.01544700 0.01544700 0.01544700 0.00402430 0.00402430 0.00402430 0.00555290 -0.00055444 -0.00697830 -0.00697830 -0.00697830 -0.01450300 -0.00470790 -0.01106000 -0.00609040 -0.00283520 -0.00193990 -0.00193990 -0.00221680 0.00402430 0.00402430 -0.00512270 -0.00512270 -0.01243800 0.00639920 0.00513590 0.02202400 0.01544700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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10.2053869 8.2656525 10.1807884 9.2541830 4.7129644 5.5581237 11.9830654 3.3846439 9.5823488 1.2147465 NA 11.8621741 9.8571283 12.1511327 7.8927875 12.6739935 9.4464169 9.3242852 5.2185875 4.7631513 8.0863130 13.2863121 11.8730565 12.1792009 11.7524194 11.3740825 -2.1071816 11.2113303 10.9595494 13.3493345 9.4559839 9.8105326 7.2481382 9.7834318 13.2780770 10.3169538 11.6785465 0.2147465 5.1216081 7.6708644 11.8673437 11.6627287 12.3621750 5.4319472 -1.1071816 -2.1071816 10.3545228 12.3290436 11.4735160 6.2979287 11.2929999 11.2041101 13.2481730 10.6151682 10.8971836 5.9960746 9.3455436 8.1816537 4.8116508 10.6100355 10.1469304 4.1781888 1.7996676 12.9028759 8.9102919 11.4497725 11.1096849 0.4777809 14.0316992 3.4599037 6.1735592 7.0280099 8.1988492 9.5810378 10.0630256 10.2500646 8.9366418 8.7374934 12.5293555 9.6173014 9.3064154 10.3811298 10.2253836 10.2834939 11.7116693 0.2147465 10.2947337 5.9588775 12.2211974 9.9675981 9.4483352 10.4552684 10.1123463 12.3529874 4.8353026 8.8885545 1.2147465 11.7068692 11.1902771 11.1458964 11.1699296 11.4459368 9.8513402 10.8796961 10.1495860 11.1403413 7.0399927 9.9050629 9.4338842 NA 1.4777291 NA 8.7860889 11.5606054 10.1164876 0.4777809 9.5388962 9.0227146 10.1804999 TCGA-BQ-5885 63 0 NA 921 kidney stage iii t3 n0 m0 23-10-2014 male 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 NA NA 2 3 4 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6432622 8.0622550 10.5727491 11.2119604 7.9288932 12.4055023 9.9789161 8.2403854 8.1060206 5.1344756 4.9158364 8.8366497 9.2521202 7.6102106 5.9924580 9.2285547 6.0171202 10.9125541 6.8826699 3.1344838 8.5289397 11.9084404 10.6550957 9.0413676 14.3370983 7.8555762 10.3378250 6.0171202 10.8691867 7.7998133 4.0413657 4.3096055 10.7810357 9.7147356 8.9689481 10.4399688 8.9562510 8.0711148 10.1965232 6.2430007 13.4641333 11.0409919 5.2842254 11.1644544 9.2362295 6.6813720 NA 6.9482586 12.6272065 8.7100164 8.7891130 8.8640979 9.9586403 11.3942203 7.7418074 9.3027981 2.7194463 8.8227273 1.7194463 -0.8656476 9.2032552 4.5267950 7.3680969 9.9870066 10.5789744 7.8793106 10.7720076 7.7194395 10.8205398 9.7175597 10.8375154 12.3886199 0.7194025 10.9581030 10.5737885 10.8538659 10.7711017 8.7656541 1.9418200 4.9673669 2.8349134 3.6580401 6.8960284 14.7813732 8.9466543 10.8214152 10.4117644 12.1040435 4.3439336 8.1540677 4.3824044 10.5810435 10.7482665 11.8363596 7.5649299 7.2272337 10.6056441 3.3044088 5.0652147 5.7343899 1.4563856 8.3292339 13.1512853 11.3236839 11.1985461 9.1131874 3.3044088 10.0376057 8.7674724 11.3632266 9.1568448 8.4720990 6.3143866 9.4763517 9.1775043 7.4518894 9.5171011 10.3236838 11.9768274 8.3824044 9.8453524 3.0131942 12.6511620 8.2005661 9.5491622 8.5980015 8.6639074 NA 7.9482580 10.7381034 3.9063615 6.9068245 10.5800093 7.9799670 9.4175654 10.0255013 9.9971144 11.4942266 10.3378250 9.0970840 3.9924603 9.0413676 10.2186210 1.1344838 10.3451484 6.4920294 5.6102099 11.8253480 10.4047723 10.9182938 10.4024341 11.4114738 8.9689481 12.0977705 9.5512745 10.2727489 5.6422712 3.5267950 9.7427318 4.3044015 5.1895439 8.1870452 3.0413657 9.0428697 2.1344838 6.6967200 5.9569534 4.8069014 NA 0.1344838 11.7283350 10.8746794 11.0292948 12.5226289 7.7231920 9.1651165 6.4846199 8.7962551 10.6971964 10.9685530 8.5116874 10.5867183 11.4242078 9.7043327 9.4665135 1.1344838 0.1344838 10.1547626 7.3193524 9.5846572 8.5396187 10.7413449 10.9137860 8.0799210 2.7194463 10.5959565 11.1418548 11.1900984 -0.8656476 6.0533395 1.1344838 3.7194354 6.3439301 13.8068493 10.1443057 6.7269347 10.4980643 0.1344838 8.3776509 8.3560641 10.6702384 9.5007993 7.3193524 11.4969688 8.2892950 10.2682615 9.6152673 1.7194463 9.4290979 9.5491622 4.4305663 7.9500204 11.8255662 0.1462200 0.6079200 -0.0114730 -0.0095426 -0.0119960 -0.0062286 0.0088920 0.0646540 0.1007400 -0.0238400 -0.0238400 -0.0238400 -0.0238400 -0.6462100 0.0182430 0.1462200 0.6727000 -0.0114730 -0.0114730 -0.0114730 -0.0114730 -0.0040162 -0.0095426 -0.0163720 -0.0163720 -0.0062286 0.0033299 0.0033299 0.0088920 0.0093098 0.0093098 0.1515900 0.1515900 -0.6779300 0.0464170 0.0032285 0.1007400 -0.0238400 0.000 0.000 0.000 0.000 0.000 0.000 0.152 -0.678 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 0.000 0.128 0.000 0.000 -0.474 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.152 -0.678 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.101 0.101 0.000 0.128 0.000 0.000 -0.474 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.2403854 9.6550958 11.7248302 12.6908634 9.4975168 3.8893665 4.1788740 10.9301109 10.4284200 0.1344838 7.5224944 7.1843259 8.0915793 14.3860704 6.6501772 6.7043325 5.9673669 6.9158364 6.3341499 8.7729130 10.8868577 11.2650476 2.3043942 9.0125279 9.1951729 10.6228193 6.5353563 12.6909831 10.2924555 6.2325092 12.5368203 5.4743257 8.3366007 9.4187227 8.5794921 10.5057092 9.7638336 10.2206133 10.3722845 1.1344838 11.0629954 9.3402703 7.3193524 9.5575929 3.3824044 9.6687799 10.1512854 7.1843259 4.4920262 9.2219399 5.5607425 12.1465777 11.3221384 9.8069024 12.6979117 13.1708224 7.4698673 9.5607419 9.7464240 7.2059398 9.9760414 13.8210323 4.6890643 3.9924603 13.0472728 4.5607394 8.3218289 -0.8656476 NA 10.6036100 7.7855290 13.4137249 10.1110412 12.3886199 9.2086185 7.3871428 5.2594269 8.2637603 10.3746721 13.2330027 11.8363596 10.8851840 13.4338997 10.1295375 -0.8656476 12.2446341 11.0806523 9.9482583 9.4012635 7.4518894 7.9986632 10.3366008 12.1293608 8.1203188 10.9333538 5.9418317 7.3044024 7.6541133 13.0598117 11.2791353 12.6152672 9.0232204 1.9418200 0.1344838 8.9909027 11.8615466 10.7863584 6.3243012 9.7917955 10.9005918 11.9934294 11.2196175 11.5594306 6.2637593 10.7810357 10.8508679 4.9158364 9.9815343 11.1238254 10.2854935 8.1651442 11.9722882 9.5051645 10.4903787 9.0725863 4.5939095 13.0443701 8.7387709 7.8209773 7.9814720 7.5898039 6.8349172 8.7729130 7.4428158 8.7565290 2.8349134 11.1733960 9.2624714 7.4152474 12.6485746 10.2199494 10.2119604 10.9602308 1.9418200 10.0270198 1.9418200 13.2236817 6.5181810 6.8349172 9.1131874 9.5582232 12.9586403 2.1344838 9.3487961 0.7194025 10.7381034 10.4892774 10.8435609 11.8253480 10.3847754 9.1884029 10.2727489 11.9701327 10.2403921 9.0186475 11.0398640 10.7724603 2.4564119 2.1344838 -0.8656476 8.9125541 11.9627385 7.6697525 1.1344838 8.3776509 8.7510258 10.6511620 TCGA-BQ-5886 75 0 NA 792 kidney stage iii t3a nx m0 19-3-2015 male 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.55.0 NA NA 1 3 4 2 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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16.4868569 8.0322800 10.1833076 2.9383046 9.5116594 7.2434882 3.7614236 3.3253288 7.4027708 8.5642932 9.2740375 9.4165286 9.2890727 10.7226867 9.5104936 5.6641272 14.1283656 10.7697326 NA 11.3869758 9.7418187 8.4252159 -0.7621916 5.1920600 12.1840391 7.8562493 8.5393601 7.8599155 8.3619850 10.2924682 5.4473180 11.4675509 NA 8.1745018 -0.7621916 -0.7621916 9.5665387 1.5597855 7.9994149 10.7755676 9.5687808 7.9278621 9.7246989 8.9606713 10.9737159 9.4846044 10.4786552 12.9966075 0.2378084 8.9967534 9.2279677 10.9615248 9.7943699 10.2172890 NA -0.7621916 1.2378696 0.2378084 4.1920600 14.4560865 4.8228270 12.6288388 11.9499609 12.5033324 1.5597855 7.8525738 7.1626763 10.6058245 12.3458982 11.4937776 4.6301841 8.9173440 10.6167005 NA 2.0452333 3.8817233 -0.7621916 9.2671511 13.6739897 9.9313508 8.6890748 8.9434962 7.3463879 8.6451317 7.8960750 10.9305709 15.0132941 8.6578240 6.0833538 8.4935297 11.2650787 7.4999591 10.8835222 12.4654798 10.8312550 9.3952109 10.3106664 2.9884666 13.7944896 9.5832692 9.5910106 8.9138208 7.7962843 NA 6.1686019 10.1227975 1.2378696 10.4098349 11.6123600 8.3619850 10.0444135 8.6557164 9.6030927 11.8328882 11.0204526 9.2605922 2.5597855 8.0675866 9.9129387 NA 11.4301567 5.1920600 4.9927503 12.6731434 11.5419299 11.0035643 10.9014219 10.3358959 9.5163132 11.4380084 9.7779918 9.6921632 7.6808075 0.8228525 9.2137118 3.2378696 7.2546725 3.6972957 3.2378696 10.7609356 -0.7621916 7.1862311 5.1447561 1.2378696 NA NA 11.5600737 10.8307880 9.8996420 11.4726812 10.5093269 5.2378620 5.4880683 6.6557167 11.3828406 10.3099964 9.4002551 10.1005012 9.0500413 9.8433434 8.8096164 NA NA 10.0371454 7.2602318 10.1500046 8.4399875 10.2086887 10.4356948 9.7246989 2.5597855 9.2022047 12.9913940 10.3684344 -0.7621916 3.4077878 NA NA 4.8817185 12.9555402 9.0564459 6.4666826 10.7784762 NA 8.1143806 8.5821597 11.4934826 9.8312550 5.6301812 11.4448781 8.8781089 10.4165287 8.5552763 2.6972845 8.9014220 9.3774151 3.4857875 7.5723160 12.0188136 -0.00498440 0.01363200 0.59458000 -0.00294200 -0.00429290 0.00000000 -0.00857660 0.58074000 -0.02501900 0.06995600 0.06995600 0.06995600 0.06146200 -0.00498440 -0.00498440 -0.00498440 0.01363200 0.59458000 0.59458000 0.59458000 0.59458000 0.00263570 -0.00275410 -0.00180140 -0.00180140 0.00000000 -0.00512270 -0.00512270 -0.00857660 0.00069327 0.00069327 0.00972760 0.00972760 0.00194180 0.58793000 0.00805670 -0.02501900 0.06995600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.588 0.588 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.588 0.588 0.000 0.576 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2158592 11.8396346 11.0663970 14.5930428 8.3146793 NA 0.2378084 9.5427854 10.1976847 0.2378084 8.2208576 7.3146793 8.7377097 15.7432567 4.9102913 6.2036475 7.4952514 7.9208584 5.6808082 7.2378639 9.3358959 10.3358959 1.2378696 10.6139892 10.8861271 10.1574721 4.6972957 12.8683585 9.6859801 6.1082275 12.3647280 3.4077878 6.9521099 9.4027708 3.2378696 10.1394850 8.5799385 9.5255762 10.3799709 -0.7621916 9.8368468 8.0516451 10.8848725 9.4326206 3.5597977 9.7760528 9.9632300 7.4999591 4.1447561 9.5313354 4.0452158 13.7101739 12.3589116 8.8525738 13.0396732 13.3203456 5.9793303 8.5910106 10.0636177 7.0770678 10.4792512 10.9348314 3.8228219 3.5597977 13.6173099 3.6301841 8.7672943 1.2378696 NA 10.5821598 8.0896131 11.9647206 8.2065304 12.9966075 8.2795228 7.4375365 5.2226809 7.3306211 10.7991518 13.4354645 11.4937776 10.6551889 13.0516450 9.9031998 NA 10.5676602 9.3888803 10.3914159 8.5843774 7.4999591 7.2712865 9.9977521 12.8403307 7.2265490 11.3103314 5.1447561 7.0452191 6.4473180 13.6733648 11.6199474 11.5342065 8.1833079 -0.7621916 0.2378084 6.7297173 12.5822985 10.2984652 6.3977345 10.4301567 11.9263327 11.8268127 8.9173440 11.3551823 3.2378696 10.1235602 8.9120561 3.0452158 8.6931911 10.6517721 7.8708591 8.3901487 11.3742142 9.2420844 10.5564066 8.9860568 0.8228525 14.9072749 7.7422461 6.9657843 8.3093263 6.7054693 6.6890755 9.6074613 8.9708792 7.8889155 4.1447561 11.8345195 9.1296475 6.5232655 11.6459282 10.4756713 10.8722211 9.8470426 0.2378084 9.7584826 0.8228525 11.7436506 7.2877124 7.3825220 8.9434962 9.2725666 12.2213919 5.1205054 9.8853222 2.0452333 10.1227975 10.9606713 10.6323266 12.6731434 12.2309791 7.5507468 9.6921632 11.7166334 10.0101784 5.9521099 9.7216796 10.0580427 0.8228525 -0.7621916 NA 8.1296478 10.2352903 8.0290266 -0.7621916 8.1143806 9.3319414 10.8516533 TCGA-BQ-5887 54 0 NA 771 kidney stage iii t3a n0 m0 23-10-2014 male 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.40.0 NA NA 1 1 2 2 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.5575636 10.4124230 7.1285759 4.7573220 13.3674356 8.6935312 11.2517265 0.6488335 7.8702864 5.7040779 7.6145803 6.8484677 10.5481526 6.8336706 11.8490813 10.2019450 9.1214866 7.8111871 8.5676591 11.1247824 7.9318839 5.5067765 13.5753234 4.9341957 0.6488335 -1.3510744 NA 9.7249432 10.4215227 8.5883751 6.1644947 8.8824153 9.3978271 8.4737544 10.8055108 10.4697724 8.8812168 5.6029913 6.3141309 9.8979091 8.8740032 10.6866858 8.2524223 10.2781523 10.0287156 3.6487990 11.3150197 8.6374806 10.4264620 9.8625075 6.4235832 9.6718570 10.5258843 9.8237213 7.7202579 6.8386203 2.1082233 9.3034317 7.7934537 3.5067796 6.4301548 10.3932092 3.5556812 8.6189015 10.0090942 4.1082233 9.5306744 12.5614044 11.3205579 9.4169801 15.1851796 7.9548576 9.6044456 4.0063519 10.9588404 7.0581866 9.7175740 1.2337654 6.5436134 10.0427224 8.9422673 9.9858600 9.2024251 8.7189167 10.1787143 6.0151184 13.4645793 10.9766290 NA 11.1713772 9.1230391 10.5420972 NA 7.6656038 10.4472675 8.4705698 10.9825101 8.7612351 8.9002781 11.1336186 7.5160743 7.6653253 NA 9.3475005 4.8776167 1.4561753 9.6438562 7.4464572 8.4989824 9.8055109 10.0818595 9.5504169 11.1383928 9.0624237 12.8182933 9.8067742 10.0341189 11.6463281 5.4816864 10.6560052 10.5341107 10.7342682 5.0238364 10.0101913 0.2337654 -1.3510744 -0.3512585 1.4561753 1.9707064 13.9971781 8.8955362 11.1877121 11.1441511 11.5156883 5.0063474 6.6986449 7.4561507 11.1115536 11.6808414 11.2040391 6.7309442 11.1051501 11.4503020 6.9662078 0.6488335 4.5556873 0.2337654 8.2653445 13.5953822 8.4737544 10.1630166 9.4793110 5.8086682 8.8048786 8.5390599 11.4523820 2.6487875 7.7909030 8.0666484 9.7746418 9.1446509 7.9061835 11.0563290 11.8661476 11.3014167 10.7628634 10.1511304 5.0695131 12.8721941 8.9819511 8.8764117 9.8734004 8.9853023 1.9707064 7.5676588 10.9318841 9.3855866 5.4515046 9.8230973 7.8010804 10.3813872 9.5451282 10.0013910 11.1128309 11.8188773 9.4524183 5.4561490 6.2262253 10.8099276 -0.3512585 12.1216135 8.3159072 6.1486413 11.7667634 11.4163595 9.4769323 11.1318557 8.9662084 9.5168466 11.7730689 9.6683865 10.1082274 8.1041228 6.2635058 10.6735891 5.8967223 4.1082233 6.4103462 1.2337654 9.3818111 2.5556935 8.9886458 6.2719448 3.2337654 NA 1.4561753 11.3713898 10.0362746 11.4194596 11.1036091 9.1030950 8.5883601 6.2661531 9.5832238 11.0842055 10.7017033 9.0194831 9.1396465 11.9349203 3.6029913 8.5541828 NA NA 9.6794629 7.6459754 10.6966012 7.7468280 10.9914260 15.2626571 13.5686367 -0.3512585 10.8045626 9.2119919 9.2505666 0.6488335 6.3698957 0.6488335 NA 6.1879538 13.8033765 8.2542751 7.5765735 12.4326125 0.2337654 8.4545395 9.5831057 10.8889908 7.7067875 6.9155818 11.0865478 10.3617526 10.4281047 8.2635054 5.7040779 9.8612921 10.1600542 4.0091590 6.6041544 11.5607494 0.655160 0.093185 -0.029721 1.164300 0.388250 0.634630 -0.056846 0.465700 -0.059673 -0.370650 -0.367930 0.400610 0.400610 -0.042517 -0.042517 0.655160 0.093185 -0.035415 -0.029721 -0.029721 -0.029721 -0.025209 0.102050 -0.020549 -0.030677 0.634630 -0.064777 -0.064777 -0.043331 -0.013540 -0.029397 0.767530 -0.032922 0.038771 0.609870 -0.471620 -0.059673 -0.370650 0.000 0.000 0.000 0.000 0.524 0.524 0.000 0.000 0.000 0.593 0.593 0.466 0.466 -0.472 -0.472 0.000 0.000 0.000 0.655 0.450 0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.102 0.102 0.000 0.000 0.388 0.388 0.635 0.635 0.000 0.000 0.033 0.401 0.000 0.000 0.000 0.000 0.524 0.524 0.000 0.000 0.000 0.593 0.593 0.466 0.466 -0.472 -0.472 0.000 0.000 0.000 0.655 0.450 0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.102 0.102 0.000 0.000 0.388 0.388 0.635 0.635 0.000 0.000 0.033 0.401 8.7547041 11.8325861 10.0708605 12.4518169 8.9908704 0.6488335 2.6487875 9.4769323 11.6532005 1.6487875 7.5971632 0.9707064 8.7586263 16.9869184 7.0496754 7.6174623 6.1565908 8.0454004 7.6260755 6.9388151 9.5481526 9.4505040 4.6931914 10.2501023 9.2887874 10.4007581 9.0761085 2.3492237 10.7256113 8.7960007 12.5389612 0.9707064 8.9785921 7.6849695 4.6931914 10.7132017 9.9220085 10.0912209 10.3331060 NA 9.0096428 8.4974188 7.9502917 9.9908704 2.4561490 10.6371254 8.3105737 7.3664717 5.1406478 9.9897585 9.6704698 13.8079969 12.4560500 9.0719117 12.9662790 11.7354296 7.4036836 8.4673777 11.0810766 7.2635058 10.7924978 11.3870992 5.2033852 7.1801767 13.0456680 5.6487962 7.3317903 4.7573220 -0.3512585 11.0134776 9.9582721 12.4752449 8.4641790 11.6463281 8.2872317 7.8776142 4.8223223 7.1684324 10.2630454 12.1175470 11.2040391 11.7766289 12.9336921 10.2885886 0.6488335 11.0907024 9.6683865 11.7108419 9.1326115 7.9061835 6.7309442 10.3344206 13.0142296 9.6676913 11.6273275 6.6822193 6.2412529 8.1664649 13.6252923 11.4889835 11.2584362 6.2337577 1.2337654 NA 7.1406488 12.2421869 11.0126485 6.5191597 10.0002871 11.3125762 11.9089802 9.1214866 11.1247824 5.3902618 9.0550006 7.8061429 5.2033852 9.4399586 10.9081889 8.8740032 8.0346581 11.9129407 8.9819511 11.1833418 9.5684040 -0.3512585 14.1676640 7.8164896 4.9155830 7.2174362 8.6160220 8.9050045 10.2662632 10.2763296 8.4186336 7.1565908 12.7438630 8.5810103 8.5083304 11.3518341 10.4777256 8.5360164 10.4066024 0.6488335 9.6877148 7.8212229 12.0310658 8.3851976 8.8036139 9.4793110 9.8692405 12.3579872 4.3492379 10.4419926 6.6374798 10.9318841 10.8913744 10.0151180 11.7667634 10.6449161 8.8311900 10.1082274 10.7777567 9.4903601 5.6711631 9.8919697 9.1703961 2.8187279 NA 3.6487990 9.5706367 13.0212255 8.9085391 NA 8.4545395 8.3352961 9.2808821 TCGA-BQ-5888 74 0 NA 403 kidney stage i t1a n0 m0 23-10-2014 female 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 71.45.0 NA NA 3 1 4 2 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.20233942 10.72643455 8.45349083 3.93426172 8.63086920 9.74339194 9.98767232 10.31408776 10.22284899 8.49624063 6.63852280 3.98316692 9.40943570 7.28573326 9.30630075 NA 9.70563688 9.32539384 4.12067542 10.29484357 8.47929241 11.04530699 10.10211193 7.35240455 9.63278641 10.61915262 8.79395667 8.09030088 6.18480395 2.24619524 9.23109851 8.88524458 3.16374023 6.88363548 10.66077312 -0.92385140 11.36831433 7.98317091 0.66120233 7.12067438 10.12476715 10.01732790 8.25867485 15.38852515 7.95279715 9.95356441 5.43383077 11.17167734 7.38461972 4.83116788 3.86809408 2.39821354 8.83616842 9.10003467 10.38802859 9.80759932 9.64042987 9.77845304 6.05356102 14.16631001 11.18055144 NA 11.57138581 9.45188449 10.46375915 NA 10.82991495 11.55782749 8.54388597 9.16639284 8.45782327 10.86050614 10.80462604 7.57213554 7.19465049 0.07628544 8.12884860 1.07628544 -0.92385140 9.40495526 4.28573511 9.19522135 10.37834797 10.55403862 8.13697625 10.49571385 10.48832089 10.86021575 9.82949712 11.13461037 13.05686621 1.88362082 10.28882536 9.81943173 11.03229339 9.91941621 9.24620522 NA 2.24619524 4.39820670 3.07628544 6.77671990 13.65264657 8.65181949 7.19522159 11.63326527 12.14304224 3.83116788 7.91233071 7.82782410 10.33602357 12.54592215 11.08994498 8.29544891 8.59000798 11.55226702 3.88363059 2.53570462 7.87394174 -0.92385140 9.73716756 13.78121063 9.54490437 11.95624640 8.52749147 8.12612883 9.63470107 8.65559619 10.56848905 5.94664431 9.08190493 11.28329467 9.00756443 9.30148774 6.84446475 11.19619409 11.21902558 11.29847148 8.38689327 10.17845945 5.03674508 14.23192869 8.20298477 9.96197675 8.77498500 8.74516538 NA 6.72013616 11.07204750 1.95598228 6.19439047 10.31468508 7.94972460 10.13020618 10.98166731 9.42390167 12.58988457 9.93891766 9.44888423 4.85763769 9.33130886 9.96045089 0.07628544 9.90996102 7.37090096 5.41613038 11.97355858 11.46241224 8.58605538 10.90798340 10.91745152 6.71290525 11.47375977 9.90837911 10.37204926 8.17694255 3.32420575 9.05212838 3.07628544 -0.92385140 7.32894594 2.53570462 10.21006468 1.66124794 10.03628229 7.23403182 5.84446349 NA 0.07628544 12.33808142 10.74958941 10.62894944 12.70848037 8.38916323 7.89964755 6.05767554 8.02172401 10.97336948 9.79052591 8.53366107 9.98692298 10.96692457 6.37090183 9.80844780 0.07628544 -0.92385140 10.31528205 7.10970322 9.78966682 8.19522159 10.13832646 12.82887004 8.69833205 NA 9.69741643 13.57219779 10.03845333 -0.92385140 2.98316692 1.88362082 0.66120233 5.79052705 13.61173797 10.26795650 5.89645835 10.43712743 -0.92385140 8.43163132 8.49037358 11.15008718 9.37434290 6.85764018 11.48752649 8.88363517 11.13291802 9.58444150 3.66124794 9.56612826 9.47822641 4.39820670 8.71120028 11.90620121 0.00000000 0.00709060 0.00235810 0.00072048 -0.00309790 0.00097064 -0.00761010 0.35659000 -0.01849000 -0.04577000 -0.04577000 -0.04577000 -0.04577000 -0.41025000 0.00000000 0.00000000 0.00104240 0.00235810 0.00235810 0.00235810 0.00235810 0.00847430 0.00374650 -0.39408000 -0.39408000 0.00097064 -0.39063000 -0.38850000 -0.00761010 -0.00193990 -0.00193990 -0.00498440 0.00513590 -0.38817000 -0.02657700 0.01246800 -0.01849000 -0.04577000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.000 -0.389 -0.389 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.357 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.000 -0.389 -0.389 0.000 0.000 11.905210 10.843637 9.977147 8.073460 8.625102 NA 3.661248 10.270422 10.469730 3.468596 8.184805 2.076285 8.258675 12.839493 8.261156 8.220938 5.705638 5.205565 7.716525 8.093088 11.552773 10.061411 2.776715 9.948955 9.947885 9.928029 6.837831 1.398186 10.191974 8.683610 13.004334 5.398210 6.615440 9.063544 9.105568 9.881218 9.6955833 9.4458777 10.7478214 NA 10.5489712 8.5641205 9.6489805 9.8649986 4.2462028 10.6942069 8.6076617 8.0678022 8.3026924 9.4664493 5.0535589 13.4587017 11.7517964 9.1795680 13.5459221 12.9846729 6.1315627 9.2771788 10.3834812 6.8244726 10.4872616 10.8122594 8.9389177 3.4685963 13.2281689 5.7627820 6.1637422 8.5150722 NA 9.8956612 6.8510669 12.5233635 9.8160609 13.0568662 8.9202013 7.6347007 5.9805235 14.3362442 9.4480570 11.0147573 11.0899450 10.9589233 12.8305415 10.2285651 2.0762854 11.5922265 8.2611556 11.2508940 8.8059012 6.8444647 7.8900618 10.2348900 12.0965658 9.0506949 10.3236145 6.8576402 8.0158594 7.1848049 13.9050128 10.8075993 12.3553105 8.2611556 0.6612023 NA 9.0275649 12.4734201 10.8370876 7.3430667 9.9412403 11.1158848 11.9371733 9.8747521 11.6387613 6.2158319 10.7451653 14.2658733 6.3524054 9.2487077 12.7957183 7.2857333 3.9342617 11.0962046 9.3301279 10.9443312 9.0492602 0.6612023 13.2754159 6.9303388 7.4556585 6.3616824 7.8311679 7.3477436 9.1315627 7.7273317 8.7990880 5.2055646 9.1041862 10.7810486 6.9771471 12.0496190 9.7645306 10.7706382 9.3674510 2.9831669 10.0578476 2.9831669 13.1352639 7.6270268 6.6231748 8.5274915 10.0857311 12.0647875 8.2386718 8.5820919 2.5357046 11.0720475 10.6896094 10.2455790 11.9735586 11.0147573 8.4338324 10.3720493 10.9178446 10.3265787 8.8932639 10.7636560 10.1172549 5.4513199 2.7767146 3.0762854 8.7344918 10.3013371 7.6799065 1.0762854 8.4316313 8.2978673 10.5135123 TCGA-BQ-5889 63 1 331 NA kidney stage iv t3b n1 m1 23-10-2014 male 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 NA NA 2 1 1 2 2 2 3 3 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.1823914 4.5324728 8.7602792 9.8900254 9.9510658 11.9867186 9.8340097 10.3830167 7.8081076 6.4874863 9.2570472 5.1914363 11.4340813 5.5450726 9.7830627 10.3398283 5.1590156 12.2188511 9.1025954 11.3321242 10.2474418 7.3613613 6.3649191 10.6553713 8.7602792 8.2211840 6.7439781 1.5069573 10.0152991 8.7343824 2.1590156 7.3577948 9.7575750 3.6537823 9.8295103 7.2503297 5.6995822 7.7710457 11.2174988 10.5225525 9.4834000 15.2649384 7.5822263 10.1492479 4.7870458 10.4883017 7.3720083 8.4988652 2.6759514 8.8607152 9.1174358 8.9308044 10.6490453 9.2319392 8.6768633 8.7066107 6.4477759 13.0605676 10.5485975 3.1590156 11.6815074 8.9478312 10.3666949 NA 7.6995836 10.9323041 8.5791666 10.1237496 8.0079226 9.7073115 10.9314046 7.6595850 7.8498129 0.2845141 8.4034867 -0.3004484 0.2845141 10.0209479 5.2073775 9.3956815 10.5020997 9.5814622 8.5340546 12.5603794 10.0388766 11.2704803 10.3501864 10.8352927 12.5488907 2.7870563 11.0807748 10.3821392 10.1020626 7.6332743 9.9675404 -1.3004484 1.0214797 3.1590156 0.2845141 6.4677669 13.6708575 10.3059886 10.9605029 10.8439229 11.1245369 5.9569720 7.3032099 7.8054917 10.3626967 11.7196952 11.6775304 8.9546119 8.6391627 10.7683617 5.8391357 1.8695161 3.7870458 NA 9.4444172 13.7709619 9.1803737 10.7863831 9.2532126 6.6825775 9.4536357 7.8416901 10.7222009 8.2580039 8.8467882 9.2493681 10.0413856 8.6581361 7.8002457 10.4862614 11.8494892 11.9552021 9.4793027 9.8858772 4.6903109 12.5460532 9.0582345 8.7989312 9.5173664 6.4275039 2.1590156 7.5944015 10.8130000 9.1729137 6.8449555 10.3348480 8.1466664 10.3239219 10.0152991 10.1126824 12.4640403 10.9739616 8.8470426 4.9475119 8.6754314 9.9308046 NA 9.3316698 8.4594714 5.6537795 12.4600954 11.6051584 9.5776343 11.0366477 9.7857196 9.3711245 11.5621142 9.5784006 10.3917630 6.9896023 2.8695161 11.3423120 6.2231445 3.3434362 5.8081070 7.1590145 9.9084273 3.2845437 9.9820927 7.3860841 5.4410518 -0.3004484 0.2845141 11.8491717 10.7592658 10.7484107 11.9854190 7.5450734 8.3536642 5.9177826 9.9942041 11.3821391 10.4473568 8.5913671 9.8638618 11.2606326 5.9757081 9.5117608 NA -0.3004484 10.4116805 7.1793637 9.2290139 8.8556665 10.6957037 13.9138645 13.6451186 1.2845734 10.2637328 12.3539956 10.3917630 2.9475166 4.5575633 2.2845437 -0.3004484 5.6303210 14.2478936 9.8410520 6.4611340 11.7905228 NA 8.4923736 8.5603756 10.5368171 9.2967047 7.2957735 11.4414717 8.9919050 10.1974352 9.1110944 6.8493300 9.7896958 10.2299897 2.9716079 7.9586206 11.7273166 0.00424150 0.00224600 -0.03092300 -0.08679200 0.30368000 -0.15679000 0.00000000 -0.03501400 0.01003300 0.00071996 0.00071996 0.00071996 0.00071996 0.00335660 0.00335660 0.00424150 0.00224600 -0.03092300 -0.03092300 -0.03092300 -0.03092300 -0.00208630 -0.00066636 -0.97273000 0.00599670 -0.15679000 -0.14962000 -0.14962000 0.00000000 -0.15052000 -0.15052000 -0.01791400 -0.01791400 -0.14667000 0.01925000 0.01533400 0.01003300 0.00071996 0.000 0.000 0.104 -0.046 0.151 0.151 0.000 -0.147 -0.143 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.152 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.304 0.304 -0.157 -0.157 -0.150 -0.150 0.000 0.000 0.000 0.000 0.104 -0.046 0.151 0.151 0.000 -0.147 -0.143 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.152 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.304 0.304 -0.157 -0.157 -0.150 -0.150 0.000 0.000 10.838495 11.604594 9.898642 11.193439 8.834010 3.159016 1.284573 10.375540 10.818774 2.869516 7.696763 7.708012 8.959327 14.523647 9.402622 8.845515 6.582226 7.982672 9.424950 7.719174 9.436831 10.386084 5.269437 9.824351 9.249021 9.830797 9.006784 10.022638 10.168716 8.625879 12.903159 4.947512 6.869509 8.341635 7.627361 10.106851 9.7541877 9.9681253 9.7930009 2.1590156 10.5165670 9.2338861 7.5668623 9.5221542 3.4544655 10.6292116 9.0449886 6.8695087 8.9546119 9.3569018 7.4477759 12.5433082 10.6098513 9.4034869 13.0108350 12.3523163 6.6064733 10.0169960 10.0316199 8.9175410 10.2646855 10.8002457 9.1743033 8.1974354 13.4344517 6.2845456 8.8340096 6.4544704 -1.3004484 10.0067841 7.6624797 13.1185560 9.3188864 12.5488907 8.5053273 7.7357571 5.1919179 12.6445699 10.2053950 12.3850987 11.6775304 11.6079760 12.9382867 10.3325786 4.0919029 11.2859540 10.2999609 10.6577735 8.7790683 7.8002457 7.3252920 10.4611346 12.2614679 11.0310602 11.0201019 6.6184472 8.2348586 7.2309648 13.8287331 10.9059873 12.1147970 8.2994961 -1.3004484 -0.3004484 9.9907541 12.8909511 10.8306300 6.3506351 10.3234649 11.947363 11.950178 9.749432 11.368911 8.104725 10.133690 11.032739 6.754866 9.796957 10.991525 5.191436 7.150794 11.944983 8.519762 10.997932 10.164129 2.159016 13.766555 8.510075 7.078962 7.347257 9.718479 8.671127 9.673281 8.538787 8.775062 5.091903 10.476016 9.682577 8.108974 12.228282 10.713604 9.334394 10.851234 4.480944 10.530891 7.933203 12.758332 7.710811 7.134212 9.253213 9.931003 12.298799 8.125848 8.505327 7.258004 10.813000 10.580697 10.377743 12.460095 10.546641 8.986141 10.391763 11.820469 10.330306 7.826288 11.186418 11.226083 8.010196 4.057138 2.400019 10.496434 11.488508 8.284546 2.787056 8.492374 8.068090 9.733694 TCGA-BQ-5890 69 0 NA 233 kidney stage iii t3a n0 m0 23-10-2014 male 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 NA NA 3 3 4 2 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.54695386 11.37348585 9.29211338 8.47322842 1.89785997 4.16635392 9.68635695 9.60019113 2.02339731 6.13886975 9.89939726 1.60833615 10.56610143 2.83074209 2.02339731 9.23606659 11.31533006 10.94473702 8.82536970 16.54537572 7.97370483 11.76836593 4.13887180 9.80420509 7.14578851 2.24576945 2.60835981 11.03205399 9.60710150 8.91010482 9.46771660 9.41570945 9.74904228 9.68398219 5.79598248 14.41120736 11.06413828 NA 11.64300060 9.73519653 8.16805028 NA 7.20661392 12.67309723 8.40565589 9.16294337 9.58627029 9.20661368 10.54040512 7.67922109 11.47004450 NA 8.07324077 1.02339731 -1.56149422 9.40853525 3.93028317 7.75131241 10.16294337 10.49506722 8.14060230 10.29056874 6.35131914 11.52114734 9.51123200 10.67981681 13.16879346 -1.56149422 9.51406899 9.63748835 11.55623488 9.99061825 10.29524398 NA 1.60833615 -0.56149422 0.43839932 6.67204906 14.23243911 9.88912518 13.51962160 10.99349782 11.74918424 3.68635485 7.85205753 7.24900154 10.37027502 10.24336716 11.59900055 5.46079825 8.30879407 11.12142402 -0.56149422 0.02332633 5.84782157 -0.56149422 9.49844974 13.74031858 10.56545647 9.53118668 6.71455326 6.13191662 8.14923599 8.70287221 11.69660385 11.36064218 8.69463821 3.68635485 7.46279344 10.57221391 8.18158065 12.29037366 12.72231362 11.81618224 10.00781037 8.88964055 3.74512974 13.33891895 9.26656590 10.12667983 8.45802020 8.10908574 1.24579987 6.93827520 10.13756807 0.43839932 9.96465479 11.43966173 8.01396857 9.96443950 7.93428472 10.18662225 11.44598239 10.41535158 8.34476371 2.52589347 7.42711418 10.19748542 -0.56149422 11.92777570 6.70052434 5.81346825 11.52605805 10.92451028 10.57349742 10.57028645 10.20826729 9.60960631 11.06452634 9.58181275 10.24819764 8.39553156 2.02339731 8.78826351 1.76034871 3.52589347 7.80256418 3.83074209 10.65365910 7.40421341 7.43842926 5.68920130 3.60835981 NA -1.56149422 11.54760714 10.35729269 11.23548301 11.70550872 8.83503411 8.39258232 5.43515851 7.89375657 10.40349217 10.60835445 8.83717314 9.87877959 8.34231117 3.86469131 9.73935398 -0.56149422 -1.56149422 9.48008857 6.98917648 9.51123200 8.17989665 10.28470336 9.14233302 9.55931533 -1.56149422 5.25860937 13.43446154 10.63687453 NA 3.02339731 -0.56149422 2.43842594 5.28391807 13.01396871 9.94225527 7.00448341 11.38770906 NA 8.63441684 9.23700651 10.89709238 10.00923393 6.14578952 11.67758043 9.05497841 11.39208028 9.75131241 2.24576945 9.67922074 9.65699271 3.24578466 5.28742797 11.84689188 0.58919000 0.01209700 0.60503000 0.57755000 -0.01271300 0.00277450 -0.01113200 0.68440000 -0.07374300 -0.00290910 -0.00290910 -0.00290910 -0.00290910 -0.68296000 -0.00642920 0.60232000 0.01209700 -0.03081300 -0.65929000 -0.67765000 -0.67765000 -0.73845000 -0.03925800 -0.00660770 -0.68933000 0.03002900 -0.00027724 -0.00027724 -0.01113200 -0.66818000 -0.66818000 -0.00609040 -0.00609040 -0.08824200 0.00235810 0.00972760 -0.64434000 -0.00290910 0.000 0.000 0.000 -0.668 0.000 0.000 0.000 0.000 0.000 1.078 0.000 0.000 0.664 0.000 0.000 0.000 0.000 0.000 0.568 0.000 0.000 -0.316 -0.670 0.000 0.000 0.000 0.577 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.668 0.000 0.000 0.000 0.000 0.000 1.078 0.000 0.000 0.664 0.000 0.000 0.000 0.000 0.000 0.568 0.000 0.000 -0.316 -0.670 0.000 0.000 0.000 0.577 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.296413 11.656084 11.055438 15.182580 8.840376 -1.561494 2.245769 10.026676 11.134775 NA 4.166354 8.575420 8.236091 15.906234 6.258607 7.186622 7.131917 3.138864 6.989176 8.010182 3.438426 10.626709 2.525893 9.299516 9.675125 9.875661 7.042055 5.369166 10.822943 6.930282 12.216299 4.830747 8.000672 9.269737 10.153104 10.756972 9.85099924 10.13756807 9.84410283 0.02332633 9.28313513 9.03461934 8.94820455 10.58817662 5.77827955 10.40493494 10.19206406 8.11262195 4.05313741 10.16379570 3.86469131 13.79181754 11.83034431 9.28156543 13.58368498 12.98959698 7.04205550 8.78715752 9.55152044 8.25860843 10.70345841 10.82051303 4.02338844 5.56771275 14.28817663 3.43842594 10.52323780 NA NA 10.62701827 8.50317220 12.39906498 9.09396021 13.16879346 9.00543480 8.36472562 4.98809840 7.72151758 10.67951881 13.29427126 11.59900055 10.58276908 14.04350381 10.53679058 2.24576945 11.14557289 10.59577637 10.83476667 7.86049419 8.18158065 6.97370540 10.34155818 12.81177046 8.58436163 11.57076854 5.64788146 7.62330503 7.51524488 13.66647964 11.51106454 12.28313522 8.63564630 0.02332633 NA 10.24377034 13.05227648 11.38584359 7.06413808 10.27250545 10.85680918 11.31187357 8.92022898 9.76485899 4.93028317 10.10376539 8.29329783 2.43842594 8.46356892 11.66886128 8.19164605 7.66243126 12.41588738 8.99493549 10.63349406 9.86835927 0.02332633 13.68487319 8.45630964 7.18994017 7.83162710 7.07505443 7.35729247 9.77716587 9.76053783 8.84037574 5.05313741 11.06025238 9.75810160 6.85205753 10.38204316 10.23162633 9.79322987 10.29679911 1.76034871 10.04529730 2.34531121 12.42099441 7.44965711 6.82644680 6.71455326 8.41175375 11.56158089 -0.56149422 9.36620745 -0.56149422 10.13756807 10.82402228 9.93028258 11.52605805 11.10664963 8.30106675 10.24819764 10.53415617 10.47565035 5.92224543 10.18955502 9.42782404 -0.56149422 -1.56149422 -0.56149422 8.24900107 9.10903271 8.31801263 2.60835981 8.63441684 8.73419849 10.78549710 TCGA-BQ-5891 57 0 NA 29 kidney stage iii t3b n0 m0 23-10-2014 female 2009 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 NA NA 1 3 4 2 1 2 1 3 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.0042321 8.3562737 7.9264893 -0.2632653 10.6480571 9.9738750 0.4736311 10.1594306 7.4161456 9.5679722 10.0533237 8.4893246 10.1160434 10.9855829 9.4736307 9.3203748 5.7590333 6.3266290 10.1200093 9.1552205 4.0824386 3.4736311 10.4246239 4.6111370 9.0212965 11.2338516 6.0765142 11.5799292 10.3535201 10.5040220 7.4893246 15.7539005 7.8170386 13.1850825 5.2391651 9.5685002 7.6314827 3.3216251 3.4605853 9.5015367 10.8910613 8.5800626 9.3489193 9.6395426 8.9015720 9.1382557 6.4600414 13.7652043 11.8418097 5.9590584 11.9822178 9.3994520 8.6840585 NA 7.8998952 12.1920779 7.9558335 11.2766316 9.5158372 10.0468992 11.8653039 9.1960968 8.1047497 1.3216395 10.6617249 3.5440155 -1.8484009 10.9256659 3.8796274 7.8521425 9.9750698 10.6503025 9.8556062 11.5949052 7.7310182 12.2653194 8.8009588 10.0220673 14.1615968 -0.2632653 11.4274502 11.3144086 11.4118870 7.3166092 10.9410324 NA -1.8484009 -1.8484009 0.4736311 4.9198883 13.9538402 12.3199046 7.5525823 9.7483582 10.7361953 3.2391689 8.7300754 9.8355744 12.0176291 10.6512994 11.5566698 5.1174873 8.3415273 11.9363374 1.4736311 2.1516965 10.1243235 -0.2632653 9.1671175 13.2577338 12.6349515 11.0923832 9.5690277 4.2602289 9.2893342 7.2096941 10.3802807 8.2549903 7.4137972 9.8637996 9.1601311 9.9440862 8.3635908 11.6474327 11.3646548 12.7457355 9.1246823 8.9558335 7.5988066 12.1539023 8.6624669 9.6243934 8.5821552 7.9956236 8.0765153 8.6415504 9.9211271 4.7690576 9.0113461 10.7160903 8.1559232 10.8640146 7.3708713 10.6080569 11.2296865 10.3590220 8.3654992 3.6111370 7.7158522 10.9223665 NA 11.8676645 8.9654839 6.6435561 11.7956715 10.4831794 8.4600418 10.3325441 9.3883148 8.8152606 10.3638007 8.6908612 9.5120011 8.4394149 4.7664149 9.3495336 3.7366698 6.0465194 9.3159810 5.1628183 10.2764701 5.5354060 6.3948759 5.3292205 7.0158889 -0.8484009 -1.8484009 11.5329751 10.4761645 12.3277198 10.7502203 9.6420521 10.0096835 6.8720149 8.5332456 9.6683876 11.4254982 8.9790453 9.7096449 11.1135140 -0.8484009 9.4219979 -1.8484009 -1.8484009 9.6614776 8.7846977 8.6060017 9.3972553 9.1153212 11.0599075 8.5600324 2.3996360 11.7533573 10.2140861 11.1952426 -1.8484009 1.3216395 NA 3.9330627 7.3513748 14.1477567 8.4611790 8.0645919 10.8103604 -0.8484009 8.8940119 10.2918038 10.2806635 9.5753437 7.6614774 11.7321967 9.9654837 11.5137833 9.4610255 2.0585936 9.7631885 9.7072504 5.1456041 4.3805217 10.9544208 1.4544000 0.0328450 -0.0205590 1.5203000 1.5131000 0.0312950 -0.0505860 1.4091000 1.3265000 0.3338300 0.3244700 0.3244700 0.3215700 -0.0829340 -0.0829340 1.4548000 0.0328450 -0.0048461 -0.0131250 -0.0131250 -0.0131250 0.0202030 1.5490000 -0.0209610 -0.0209610 0.0239870 -0.0319050 -0.0404260 -0.0505860 -0.0398010 -0.0398010 -0.0055375 -0.0055375 -0.0503700 1.4349000 -0.0147780 -0.1447700 0.3338300 0.000 0.000 0.000 0.000 1.490 1.490 0.000 0.000 0.000 1.435 1.435 1.376 1.376 0.000 0.000 -0.125 -0.125 0.000 1.454 2.670 2.670 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 1.549 1.549 0.000 0.000 1.509 1.509 0.000 0.000 0.000 0.000 0.324 0.324 0.000 0.000 0.000 0.000 1.490 1.490 0.000 0.000 0.000 1.435 1.435 1.376 1.376 0.000 0.000 -0.125 -0.125 0.000 1.454 2.670 2.670 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 1.549 1.549 0.000 0.000 1.509 1.509 0.000 0.000 0.000 0.000 0.324 0.324 10.706052 11.942051 11.478413 12.905912 10.818370 4.627438 -1.848401 9.524568 10.112591 NA 8.838203 3.577973 8.376910 13.086085 4.082439 6.190621 6.903247 3.399636 4.933063 7.860787 9.870663 9.739949 4.879622 9.550980 10.691831 10.824349 6.482619 2.473631 11.625662 6.280986 11.538227 5.270645 7.464586 7.934700 9.821916 11.654410 10.2049497 10.5852880 9.7144221 -1.8484009 8.3829236 10.3024019 9.0630946 11.6597449 6.3805217 10.9074247 9.1940459 7.3611560 1.8521587 10.6251547 3.1961034 14.2361580 10.3175517 9.6688798 13.5066062 11.6662933 8.2628381 8.7837889 9.6470579 6.1796086 10.4402803 12.6248375 4.5946441 8.7488241 13.5871124 6.0404454 9.3001791 NA -1.8484009 9.8855652 9.4132099 12.7835617 9.6410489 14.1615968 9.0358730 9.8036512 5.5088153 7.8241282 10.8205875 13.4863250 11.5566698 11.8446449 13.4613565 11.0094892 6.8027542 10.3140939 11.8625090 11.8376558 9.7787804 8.3635908 7.1488823 10.6170138 13.3975152 8.1160434 11.4437366 6.9654842 7.1601316 8.7710054 13.6418182 12.1038978 12.0644984 8.3415273 -0.8484009 -1.8484009 10.4123281 13.3709089 12.0493580 7.0495480 10.5610935 10.9628766 11.9558336 10.2080015 10.8421371 3.3996360 10.3362680 9.8965365 3.1058959 9.4096797 10.5458972 8.3562737 8.2271817 12.2902928 9.8625090 11.2271817 9.5092546 2.0585936 14.5412163 9.7735530 7.8451896 7.4031851 6.3513757 8.7883271 9.8201443 9.7865135 8.5384598 5.1851252 11.7532412 9.5310810 7.1460564 10.2375070 9.9273128 10.6570179 11.4093850 2.7366698 10.0396847 2.0585936 11.8645262 9.3901072 7.0158889 9.5690277 9.0891499 11.7648014 -0.8484009 8.7991611 1.1517290 9.9211271 10.0193674 10.6193081 11.7956715 11.0102664 7.9065900 9.5120011 9.9598623 10.5059822 6.7991611 9.3109433 9.8736562 NA 0.1517290 -0.8484009 9.0274518 9.3128975 9.5321636 -0.2632653 8.8940119 9.4208293 10.5977520 TCGA-BQ-5892 51 0 NA 364 kidney stage i t1b n0 m0 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 NA NA 3 2 3 4 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 1.733986e-06 4.161568e-07 10.7196327 10.1815705 7.0468239 1.5193406 11.7918311 9.2385562 12.6923215 NA 1.0751903 7.2370235 8.5207554 5.5305733 10.5087416 7.8480220 11.8541790 10.2683785 10.5424084 8.4880140 4.6486323 10.1104019 7.9159517 6.4262379 11.3933679 NA 5.7287994 -1.4807601 -1.4807601 10.1183301 9.9996324 8.7919768 2.6068212 8.5513930 9.5867814 8.6343907 10.6327637 10.5034095 8.5664712 6.4500845 7.5610061 10.3494661 6.4500845 10.2595494 7.0231733 10.2704726 9.8333639 4.2197881 10.4326106 8.5921498 10.1391086 10.6252556 8.3056167 7.9223590 10.6085030 8.8093659 8.1650054 5.9287375 0.1043367 9.8851227 8.5746295 1.3267099 5.7767357 10.3569750 1.5193406 9.6614541 8.5555205 3.8047454 11.3377036 11.4436029 10.6518468 8.7226952 16.0563986 7.4559847 11.9018360 4.2742318 9.7559593 7.7977964 7.0623786 2.0047890 9.6867652 10.2754865 8.4156797 9.8047493 8.5389377 8.6499175 9.1201891 6.8231277 14.4840490 11.0846872 1.3267099 11.6061468 11.3801024 7.0815900 -1.4807601 3.0429069 12.0247865 7.9971055 9.4486055 7.8344970 9.8001179 10.8113811 8.6640053 12.9256485 1.8412888 8.9052095 2.6892768 -1.4807601 9.6324382 5.6992573 8.1721920 9.9884802 10.2738172 9.2404462 9.5691956 8.4633270 11.6532776 9.2966024 10.3222673 12.7935068 4.3267027 10.7055914 10.9524109 10.7568558 9.0487776 10.0858769 NA NA -1.4807601 -1.4807601 7.4559847 13.4198838 6.8001182 14.2960115 9.6911494 9.6311348 3.8769000 7.6121040 10.2953688 11.3960559 10.5603218 11.1789038 7.5881254 8.9477074 10.6633680 4.8591993 1.9787814 3.4735402 -1.4807601 9.4344796 13.6220610 9.8145421 9.5934886 9.2171834 6.3958648 9.5974978 7.4050436 8.6548129 13.5633142 8.2163147 6.5637408 9.3780275 10.7236126 8.6563383 10.8259784 12.1294492 11.6848822 9.8719423 8.9653964 1.7241264 12.4193648 9.4254862 10.5382428 9.3569750 9.9234242 0.1043367 8.0662415 10.3839201 6.6413986 9.0577205 11.8135370 8.4096116 11.3860465 8.4126486 9.8024354 11.3013214 9.7499681 8.3956952 5.2742356 6.8185553 10.1500693 NA 10.4137859 8.4156797 6.7625216 12.1391086 10.7663845 9.5270752 9.9607351 11.0499973 9.3419179 10.7559175 9.2908365 10.0236695 9.4887337 1.9787814 10.7899344 8.2023418 3.6486265 9.8508240 2.8412687 11.3846938 4.9116628 9.0340611 5.4500829 4.7481660 -1.4807601 NA 11.3989304 10.5059003 11.1080617 10.3589445 10.8199857 9.1395670 7.0232121 10.5971643 10.3254939 10.8922122 8.8812908 9.7245294 12.0008943 NA 8.2335928 NA NA 9.7493675 8.6601767 8.8047493 8.3506541 9.2058477 13.1172833 12.7352592 0.5193406 9.9424630 13.2289695 10.5354589 NA 3.5193532 0.8412486 NA 6.9371996 13.4005089 8.0310996 7.9849134 11.4633270 NA 8.4307390 9.3978196 10.4254861 9.6798488 6.7577513 11.9130057 9.9244886 11.0362782 9.6048195 8.7481657 9.5928193 8.6512042 4.3965979 6.6251506 10.5954946 -0.0156040 0.1679000 -0.0034627 0.7867800 0.1514400 -0.0076101 -0.0940640 0.7364400 0.1083300 0.0732580 0.0725420 0.0725420 0.0745520 -0.0703380 -0.0703380 -0.0156040 0.1679000 -0.4929300 -0.4795500 -0.4795500 -0.4795500 0.1539700 0.1565100 -0.0347680 -0.0347680 -0.0114730 0.0000000 -0.0162920 -0.0940640 0.1598000 0.1598000 -0.0089906 -0.0089906 -0.0813390 -0.0200010 -0.0186280 0.1083300 0.0732580 0.000 0.000 0.160 0.160 0.157 0.157 0.000 0.000 0.161 0.000 0.000 0.736 0.736 0.000 0.000 0.108 0.108 0.000 0.000 0.148 0.148 0.153 0.140 0.167 0.167 -0.476 0.000 0.154 0.154 0.157 0.787 0.000 0.000 0.000 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.160 0.160 0.157 0.157 0.000 0.000 0.161 0.000 0.000 0.736 0.736 0.000 0.000 0.108 0.108 0.000 0.000 0.148 0.148 0.153 0.140 0.167 0.167 -0.476 0.000 0.154 0.154 0.157 0.787 0.000 0.000 0.000 0.124 0.000 0.000 0.000 0.000 0.000 0.000 9.190003 11.926880 9.232734 14.090626 9.165005 -1.480760 2.219773 9.836760 10.212708 -1.480760 10.047801 8.305617 8.590809 13.895744 7.267540 7.694273 6.019193 6.781442 7.915952 8.231874 8.810518 10.568855 7.031100 9.112738 10.717792 10.276320 5.911665 10.969785 10.934297 7.686765 12.204413 1.519341 6.818555 7.364837 4.450083 11.040457 9.2318742 10.1468810 8.8446524 -0.4805587 9.3323266 8.2557490 7.5080316 11.3143721 5.9539752 10.7799727 10.1730879 7.1340566 6.6741654 9.7529668 5.6992573 13.9687215 10.4699030 9.7208585 13.1646678 12.5304870 7.1661581 8.0758529 10.0171990 7.5582661 9.9019712 9.1358960 5.9372008 5.8231277 12.9404257 7.5277757 10.5582661 4.2742318 -1.4807601 10.2515145 9.0854010 12.4049482 8.1935392 12.7935068 8.5773389 8.8276860 4.6625758 8.2284310 10.6515255 16.7887204 11.1789038 11.4706318 13.3157924 11.0744155 1.1043367 10.9350889 9.0882532 10.4793490 8.1703988 8.6563383 7.4618617 9.8333639 12.7757032 10.3339296 11.1942014 6.8856695 6.1632028 4.3007095 13.5302629 11.4200253 12.0686505 9.1972253 NA -1.4807601 9.6134248 12.3561865 11.4427006 7.7091714 10.5242698 11.2095634 13.0641305 10.5424084 10.1104019 6.7672747 10.8047494 11.1204215 5.3648385 9.9239566 13.6677840 6.4500845 7.4793494 12.4467510 9.4596607 11.6679826 10.0686505 0.8412486 14.3700223 6.3777016 6.2808988 8.4602773 8.9297984 9.3451009 9.9084407 8.2858761 9.1641047 6.6842535 11.0842111 9.4887337 10.6684591 10.7070085 10.3262995 10.0191930 11.5651068 3.2197881 10.4084707 4.7861311 12.7595250 9.2344510 7.3007067 9.2171834 9.6181292 12.5262868 4.3522359 8.1358960 4.9622899 10.3839201 10.0375085 11.0142027 12.1391086 11.5839215 8.7214711 10.0236695 11.1793430 10.4756434 6.3835332 9.7300185 9.7487668 1.1043367 2.4262379 NA 10.6200095 10.9154461 9.5753074 1.5193406 8.4307390 7.2708914 10.5715755 TCGA-BQ-5893 61 1 241 NA kidney stage iv t3a n1 m1 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.45.0 NA NA 2 1 2 2 1 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 1.872705e-06 6.589149e-07 10.7776309 10.7540273 8.5427185 NA 12.9535903 6.5458062 11.8060808 1.5654509 2.7662983 1.5654509 8.7341107 7.6207206 10.7391156 8.9350360 12.7635765 5.6098318 9.1075030 7.4753314 7.3856174 10.4805709 8.0248704 5.7253104 11.9177578 NA 2.5654266 NA NA 10.5756169 9.4760813 8.6647865 5.3336241 8.6998650 8.9019451 8.8062300 8.9317608 11.1815278 10.3219948 8.0145874 4.8508394 10.6726556 3.4723318 8.8322251 4.6528995 9.8008545 9.5548331 1.3727850 8.5297792 8.3303101 10.3467983 11.2841854 7.1123332 10.6703648 10.5185800 9.0572916 7.6098325 6.7453476 4.9917032 10.1970703 7.8181041 0.8873693 3.9229875 9.9953682 9.2848273 8.2606670 8.4404199 10.3963497 9.7990582 9.7687864 11.2656615 9.8038433 15.7831501 8.1504008 11.6932716 4.0572943 9.5042829 6.9229911 7.5020768 1.8873693 7.6288334 9.7056293 8.8333955 9.8508407 10.0885103 8.0083821 9.0502614 6.6422539 14.0781790 10.0512678 NA 11.7907966 9.8518230 7.3336232 -1.4344028 6.3792189 11.0179371 7.7966594 8.6193642 8.9207896 9.4961759 10.7196237 7.9339449 8.3416082 0.5654022 8.9097344 2.1503972 NA 9.7888369 3.1503972 8.9663180 9.6166473 9.5427185 8.9875034 11.1852000 9.2571820 11.7416381 10.0264063 9.9496826 13.1179275 0.8873693 10.7059935 10.1065351 11.2108718 3.3727989 10.1026570 0.5654022 2.9577475 NA 2.1503972 NA 13.9455275 9.5462922 6.0083816 9.8133660 9.8612074 1.7353489 8.4062165 10.7300312 11.7566520 11.1842828 12.1246315 6.3467974 7.1838239 10.5759666 4.1801479 4.4480816 9.0021500 0.1504297 8.8941135 14.9452737 9.8675061 10.9448169 9.2993012 4.8873644 9.0238450 7.7942573 11.0488689 4.0572943 9.3451579 9.0472379 10.7453227 9.2440386 8.5974842 10.4334894 12.1584794 10.7681746 9.1513401 9.5786355 4.8044150 12.1988879 9.5218146 9.4327173 10.5017083 7.2484333 -0.4345978 7.8485265 10.9391193 7.3259593 7.7366150 11.2285518 7.9097341 10.8263580 8.9174819 8.6409177 12.2082799 10.6469219 8.3584402 6.0000676 8.5766657 10.5290571 NA 11.2220868 9.3102724 6.7353638 13.2750070 10.8927105 10.1329193 10.7481432 9.1616282 9.4909928 10.8054456 9.3476176 10.5636763 8.7316014 2.8873693 10.6535642 6.0000676 2.0248870 5.2658794 3.6098377 9.9523787 9.5064861 7.6608352 7.8453740 2.7353705 -1.4344028 0.5654022 11.4857913 10.6706923 11.6540611 11.4770177 9.7803647 8.5498001 6.2434406 9.6502469 11.3426938 10.9377594 9.2307744 10.0145871 10.7017888 3.3727989 8.6791806 0.1504297 -0.4345978 10.1348194 7.7724525 9.3848194 8.6002374 9.8839814 11.9948452 11.8279738 NA 11.2632748 10.7331703 11.5112481 -1.4344028 9.4307001 -0.4345978 1.1504297 6.7990588 13.7209287 7.9769496 8.2343236 11.7783908 NA 9.6759218 8.7250325 9.8828510 9.5232661 6.9229911 11.7628088 9.1286347 10.4872794 9.2560563 5.7552642 10.8002559 10.5551878 4.3093290 6.6797531 11.0057886 0.57922000 0.60214000 0.00041593 -0.00894850 -0.00788630 0.02244400 0.05883000 0.81786000 -0.03544800 0.14102000 0.14102000 0.14102000 0.14102000 -0.01202400 -0.01202400 0.61278000 0.60214000 -0.00069303 -0.00069303 -0.00069303 -0.00069303 -0.00503020 -0.00069303 0.49753000 0.49753000 -0.02192100 0.00666530 0.00666530 0.05883000 -0.00138580 -0.00138580 0.00000000 0.00000000 -0.00166290 -0.65566000 0.01614600 -0.03544800 0.14102000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.818 0.818 0.000 0.000 0.000 0.000 0.600 0.600 0.000 0.000 0.000 0.000 0.602 0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.818 0.818 0.000 0.000 0.000 0.000 0.600 0.600 0.000 0.000 0.000 0.000 0.602 0.602 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 11.6450899 11.9441398 11.0065671 6.7503144 9.2011567 -1.4344028 3.3727989 9.8720698 10.8452783 -0.4345978 10.1676734 9.1783071 9.1874904 11.1842828 5.9577568 5.6843783 7.0042306 9.0207658 6.2727977 7.8692194 8.5836387 10.2839714 2.5654266 8.9588290 10.1108857 10.1205068 6.0732333 3.2092974 10.6060706 6.6581958 11.9391112 -1.4344028 7.3500737 3.7748925 8.6043575 10.8056335 10.3290658 10.3740005 9.1578956 0.1504297 10.8059317 10.6804822 8.6125622 10.4887659 6.0811393 10.5405700 9.2736602 7.2727977 5.3467974 10.6094910 7.2449184 13.9363302 10.2967575 10.3691660 12.8219421 12.6675782 7.9917032 9.6529012 9.5484320 5.0083838 11.1669772 14.3582542 10.3140507 8.4265256 13.5189984 7.8392340 8.7503137 9.0880199 0.8873693 11.3496643 8.6328727 12.8799509 9.5590845 13.1179275 8.9545319 8.8181041 6.5729700 12.0534041 12.0385100 16.2794223 12.1246315 12.1229022 13.5462029 9.0987682 1.7353489 10.0860571 9.8026485 10.2937842 9.2580539 8.5974842 7.8014529 10.8029473 13.0169072 8.7403643 11.9001308 7.0248704 7.6687262 8.6449234 13.5504786 11.4273008 12.4551326 8.4388825 -0.4345978 NA 10.5366228 13.0541573 11.6793369 7.1200274 10.3069055 11.6937551 12.3409459 9.1075030 10.4805709 5.0083838 10.3896017 8.4872793 7.5254402 10.3035308 12.6848036 3.4723318 8.0431968 12.2394056 9.0781788 11.7072263 10.5398530 2.5654266 13.4182118 6.0068052 7.4723294 7.8008546 8.0452185 8.6895599 10.1929723 9.0612934 8.7145124 3.9917078 8.4124958 9.9306673 8.0652842 10.9740336 10.1070192 10.9486027 11.2956963 5.3203258 9.9990239 5.3983298 12.4048401 9.2925080 6.5822474 9.2993012 8.6464291 12.7101764 4.9404769 9.1522783 4.3468009 10.9391193 10.7011478 10.9434624 13.2750070 11.3856175 9.4257494 10.5636763 11.7572688 10.6479202 7.9491427 10.3224118 11.2065871 1.8873693 2.6528995 1.1504297 8.0909593 7.1945037 8.7651107 -0.4345978 9.6759218 7.8181041 10.0202519 TCGA-BQ-5894 42 0 NA 84 kidney stage iv t3b n1 m1 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA NA hispanic or latino 71.45.0 NA NA 1 1 2 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 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8.9446705 12.9962363 8.1140630 10.0108313 7.7361902 7.1988909 11.1709947 8.7334187 7.8169593 13.7006228 -0.2889457 2.4114805 -1.2891219 -1.2891219 10.6066262 9.3834762 8.6149329 5.2188470 8.6997355 9.8441931 9.0806483 11.5629951 10.5439410 9.9482609 8.7931998 4.4114873 10.5352141 4.7334194 10.0492301 4.9398707 9.5997942 10.0267666 3.6652449 11.5461144 8.5891017 10.8429078 10.9769589 6.9825134 9.4997692 10.3218082 8.8959263 8.4474527 7.5752367 2.7110543 11.1315375 8.4321502 1.5183841 4.4924108 10.7401449 9.6013153 8.7458498 8.5022136 8.6608776 10.8296611 9.3285183 11.2896595 9.9045762 15.3497272 7.7138662 11.2026535 3.6652449 10.7687042 7.5054670 9.1725303 1.5183841 7.6506303 8.8377553 8.7499700 10.3790494 10.0729946 8.4625951 7.9660797 6.3834762 13.2429806 10.4364171 -1.2891219 12.2440155 10.2979845 7.9566038 -1.2891219 5.4252948 10.7554450 8.6667009 9.8005013 7.8859763 9.3331028 10.8588918 7.7825134 8.1984490 0.7110543 8.7784852 0.2959581 -0.2889457 9.8897157 6.0239340 8.4891278 9.9947180 9.5690319 8.5997942 11.6908333 9.7485979 11.8629680 10.2492398 10.4317227 13.5296830 6.1948671 11.1480227 10.2232975 10.8623846 5.3834762 10.0182517 NA 0.7110543 -0.2889457 1.7110543 7.4080180 13.6194435 8.3585092 8.0397257 9.8005013 10.9648984 5.7334194 7.1539948 10.5119508 11.1524389 10.9515441 11.7612108 7.1663780 7.4457606 11.8985576 6.2346124 5.1704819 6.5439412 -1.2891219 9.8189218 14.9220266 9.5224256 10.2564980 9.5103326 7.1289037 8.7236753 7.9918217 10.5444984 5.5312286 9.1373157 7.7744458 10.7454303 8.8064478 8.4201346 10.2555324 11.9989075 11.6276768 9.6096523 9.5944579 5.5736260 12.3803789 9.3220757 8.0664019 9.6013153 9.2277358 -0.2889457 8.3128217 10.8189218 5.9951589 8.1347549 10.9238512 7.6149329 11.0216637 9.2865901 9.7096413 12.4852202 10.8077660 8.4292582 5.2656394 10.3137498 9.7215789 NA 11.3803789 9.8658690 7.2617978 12.3703779 10.7687042 9.6528321 11.1036366 9.1725303 9.2443807 11.0927290 9.4235780 10.7838534 9.7985138 4.3549105 11.0773731 5.6768344 2.0329824 4.1704859 2.5184092 10.0352314 5.5690323 9.0159725 8.1148298 3.9964520 5.4792338 0.2959581 12.0665397 10.5686431 10.6789976 11.5506484 8.9265839 8.1559415 6.5103322 9.7417181 11.1025630 10.4495654 9.0740906 9.4457604 10.9716765 2.1704699 9.1591672 NA -1.2891219 10.6410490 6.7389569 9.3594085 8.3440460 10.6865406 13.0509009 12.1767448 1.0329472 9.8652361 12.4180864 11.5001769 -1.2891219 8.2446726 0.7110543 1.2960168 6.1948671 12.7183410 7.8429078 7.5312302 12.5171977 2.1704699 10.1055136 8.8967069 10.5990330 9.4045379 7.7608995 11.9813462 9.0564562 10.2656398 9.2962293 6.6179420 10.1958738 10.4278703 4.7880801 6.6299146 11.1014886 -0.2765500 0.2345700 0.0144700 -0.2868900 0.1700100 0.0784380 0.0000000 -0.0016645 -0.0361290 -0.0725620 -0.0523960 -0.0523960 -0.0561730 -0.3026200 -0.2765500 -0.2765500 0.2345700 0.0144700 0.0144700 0.0144700 0.0144700 -0.2769100 -0.3027500 0.0162860 0.0058722 0.0784380 -0.0252090 -0.0252090 0.0000000 0.0069435 0.0069435 -0.2808400 -0.2808400 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9.998186 6.727859 6.354907 9.601315 7.811713 13.311138 10.151401 10.225272 12.515989 12.519412 7.234612 10.774109 10.248269 8.007967 10.765655 12.643266 9.816959 8.257945 13.216552 7.679718 8.531230 8.888471 -1.289122 10.725071 7.944670 12.207156 8.392290 13.529683 8.841622 7.998763 5.315715 11.402794 11.777477 14.263120 11.761211 12.209775 12.964972 9.444914 3.411494 10.919895 9.036356 9.376387 9.007967 8.420135 8.050901 10.211893 12.630752 9.979008 12.002652 6.445760 8.875958 7.495686 13.363140 10.421857 12.156712 8.184757 1.880960 NA 11.460711 12.771156 11.299499 6.840334 10.523228 11.916539 12.297773 10.010831 11.170995 6.273294 8.925370 10.222309 7.827395 10.288008 13.257036 4.733419 7.982514 12.711136 9.055347 11.102832 10.094215 1.880960 13.404102 8.319915 8.957792 7.248657 8.831289 9.430440 9.752710 8.340407 8.802486 4.032982 9.218846 9.647689 8.733419 11.575431 10.196880 10.485426 10.743785 6.059779 10.767011 5.733419 12.998213 9.371047 6.987175 9.510333 9.821286 12.632985 7.210896 8.879723 5.581415 10.818922 10.775120 10.961941 12.370378 10.709994 8.826095 10.783853 12.279838 10.243665 9.165350 11.060332 12.125868 2.170470 1.032947 2.958973 9.552615 9.016953 8.616438 2.411480 10.105514 7.806448 10.434285 TCGA-BQ-7044 73 0 NA 3760 kidney stage iii t3a nx m0 19-3-2015 male 2000 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.50.0 NA NA 1 3 4 2 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6255319 7.5259475 11.4349740 10.9805197 9.5898549 7.8965909 3.0340924 5.5404458 9.9089361 8.6766387 2.5746586 4.8225925 10.0549482 2.5746586 9.2067492 7.9211768 9.7601579 10.0987148 10.1316479 10.1962570 8.1118811 15.3176696 7.1369050 11.1181781 4.4815508 10.5168108 8.0765003 3.2750965 3.6049964 10.7316940 9.7787204 9.0381873 9.7908025 9.5317649 8.9637565 8.7804561 5.6299452 14.2752923 11.7167700 NA 11.5026260 9.4447348 6.5519435 NA 7.7792341 11.7967031 8.8692835 7.9904047 8.2523825 8.9925155 10.8364640 8.2957620 9.6376130 -0.4252687 8.6039501 6.7938309 -1.4254625 10.5970307 2.6621371 6.5914715 10.2506200 10.0155320 8.6488044 10.6302842 8.2506201 11.9194789 10.1060444 10.5672472 13.3741469 4.0665198 10.6319169 10.7929234 10.5886833 8.2576575 9.6857986 NA 0.1596292 2.3820308 NA 5.8034828 13.6628714 12.1060444 11.5050307 10.7013674 11.2158115 2.8225874 8.5704299 3.2185177 8.7433349 9.3245323 11.6962320 5.5519435 7.9562060 10.4446422 5.6726941 4.1292500 4.5519405 -1.4254625 8.8600652 13.7656450 10.0212293 10.0483686 9.1292518 7.2541433 8.7533277 8.2076581 10.7434635 8.5619268 9.4702381 4.0982258 9.8288648 11.3324696 8.2257145 11.0541906 11.0597375 12.9525512 9.7828973 8.6204226 5.3280789 12.1590382 8.9669804 8.5956428 9.1196272 7.1138213 -0.4252687 7.9145131 10.2729335 3.2345933 8.9129091 11.0883905 8.5998024 10.5094595 10.7666474 10.4248498 12.0024995 10.9645630 9.0872058 4.1292500 7.6353590 10.3097958 NA 10.0402293 8.2854693 5.8414499 11.7751018 10.2382210 9.6387320 10.9036183 9.6916566 9.3270435 10.4917291 8.5774779 10.6624572 8.5346647 7.2149077 8.9680533 3.8600689 -0.4252687 9.4641669 4.7841166 11.0955271 2.6621371 6.6987838 5.5812970 3.3295542 NA NA 12.0598633 10.4477225 10.9461673 11.4747749 9.4450277 9.1558729 6.9469624 8.9946230 10.3025833 10.7212316 9.3674532 9.1244476 10.4438711 2.9669841 9.3884440 NA NA 9.9545827 7.4201531 9.1866097 7.6674203 10.0630052 10.6710486 9.2103811 0.1596292 10.1079926 12.1823400 10.8985621 -1.4254625 2.1596292 -1.4254625 1.1596292 6.5113004 13.6255744 8.7669559 7.5519428 11.4875522 -0.4252687 8.8658335 8.9338084 9.9426236 9.0982248 6.5746632 11.0302470 9.6087740 10.8764449 8.5288592 2.0341100 9.0463380 10.2755360 4.9533491 6.2262889 11.3900462 0.0133530 -0.0081624 -0.0090737 0.0416000 0.8566000 0.0000000 0.0034687 0.0532370 0.0518140 -0.0641060 -0.0641060 -0.0641060 -0.0653880 -0.8693100 -0.8914400 0.0133530 -0.0081624 0.0169850 0.0132130 0.0132130 -0.0099565 -0.0195890 0.0345360 -0.0124380 -0.0124380 0.0000000 0.0093569 0.0093569 0.0034687 -0.8699400 -0.8699400 -0.0056757 -0.0056757 0.0182430 0.9194600 -0.8642900 0.0518140 -0.0641060 0.000 0.000 0.000 -0.870 0.000 0.000 0.000 0.000 0.000 0.914 0.914 0.000 0.000 -0.864 -0.864 0.000 0.000 -0.869 0.000 0.000 0.000 0.000 -0.873 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.857 0.857 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.870 0.000 0.000 0.000 0.000 0.000 0.914 0.914 0.000 0.000 -0.864 -0.864 0.000 0.000 -0.869 0.000 0.000 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10.2257146 10.4020056 8.8999683 8.2257145 7.6353590 10.1099382 12.7137345 8.4679645 11.5239425 6.1596251 7.8692835 8.5244896 13.6684477 12.1236052 12.2084528 9.0351906 NA -0.4252687 8.1967147 12.7063591 11.1239615 6.2889085 10.7269478 11.3858368 11.6158087 9.0061605 11.1673535 5.3025823 9.6306232 8.0072050 4.7039479 8.8344063 11.7616700 7.0009273 9.0040696 12.3143359 8.8166461 10.7354798 10.0253587 2.0341100 15.1228983 7.6096545 7.6163224 8.0509228 6.2185196 9.3025834 9.9776749 8.9701971 8.0864154 4.3560241 10.8367577 9.0534326 7.7395700 11.3053453 10.5068776 10.2607256 10.9543120 4.3025823 10.1870707 4.0665198 11.7293323 8.2149077 7.7669555 9.1292518 8.5239645 11.6880795 5.8225899 9.0514091 0.8966206 10.2729335 10.5353889 10.6568119 11.7751018 10.5918193 7.5259475 10.6624572 10.8332289 9.8742830 5.5053987 9.7282149 10.5292227 -0.4252687 6.4908413 -1.4254625 8.0625028 10.6787767 9.1426189 -0.4252687 8.8658335 9.4845561 10.4976189 TCGA-BQ-7045 78 1 1468 NA kidney stage i t1b n0 m0 23-10-2014 male 2001 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american NA 162.40.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.0880926 7.9266293 3.6787029 4.0881501 8.3485529 10.0217863 8.6827945 9.9573623 9.3766168 9.2079546 9.0710190 6.1734653 14.4077815 11.4510912 NA 10.9188424 10.1933690 9.1470479 NA 7.8117273 12.6491997 7.4766579 7.8486267 9.0489928 9.0330513 10.9539796 8.3225578 4.7098420 NA 8.5724168 3.0266230 NA 9.4115627 1.8042188 7.3690171 9.7111230 9.9657843 8.1792717 10.4468859 9.3916975 11.4406758 9.5000408 10.6868755 14.6435019 0.2192150 9.8889345 10.7535729 11.2575031 9.5389420 10.0426372 NA 2.8042395 2.2192770 1.2192770 4.9741576 13.3615366 11.0702381 7.6622133 9.7985859 11.3664749 5.1261593 7.8486267 4.9197119 10.8042324 11.2129160 11.9109350 8.4287232 7.8042324 10.2471760 4.3067362 5.5411989 5.3485547 0.2192150 8.8266003 13.4348030 9.8486265 10.3014190 9.2416379 7.5679979 9.0298416 7.5321533 10.6139149 10.2813161 9.1019129 6.3485529 9.9711821 11.4072406 8.7815125 11.2765848 12.1875767 11.4201686 8.6029742 8.8376554 7.4731651 12.9194929 8.5456993 8.8302946 8.6029742 7.9940569 NA 7.8413215 10.4695684 0.6522341 8.5125576 10.8266003 7.4671971 10.2471760 10.1276626 10.1544350 11.9833122 10.6444859 8.6121025 2.8042395 9.3225578 10.4262843 NA 10.3133477 7.6115877 7.0896348 12.3173020 11.2346850 9.5899574 9.9335155 9.7834195 9.8413219 11.0797362 8.6413347 10.8422369 9.1763719 6.4480882 9.6008129 4.7428308 NA 6.2636636 3.0266230 10.5888673 1.8042188 8.5855920 6.0113436 2.2192770 0.2192150 NA 11.6679025 10.3816613 11.0553203 10.2799659 8.7661645 9.1792719 6.3065211 7.7966990 10.8846059 10.2318945 9.4213937 9.2304973 10.7872260 3.6787029 8.7071099 NA NA 10.0725795 7.7506514 9.0927141 8.0136856 9.8210408 12.2890554 10.8631262 1.2192770 10.1705547 13.7560029 10.9849704 5.2192692 2.2192770 0.2192150 NA 6.5768214 14.3578618 9.0169314 8.1500072 11.8247495 NA 9.2581889 8.7626113 10.1485283 9.6180136 6.8339792 11.7255775 9.7389063 10.8828280 8.9127570 3.5411927 9.8899261 10.0136858 4.6115855 7.2218597 10.9531327 -0.00055444 0.01251600 0.64751000 -0.00124730 0.64827000 -0.04290000 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6.126161 6.263664 8.404145 7.678702 7.620149 11.767610 9.394196 2.219277 9.138133 9.948891 9.861322 5.541199 4.804234 10.477836 6.891695 12.078016 4.389195 7.338211 8.909268 7.150007 9.959051 10.081907 10.170555 9.135149 NA 10.735955 8.742832 9.736939 10.164714 NA 10.854988 9.207955 7.263665 4.467195 9.322558 4.026623 13.630781 10.468383 9.083456 12.273196 13.157390 6.742832 8.550187 9.891695 8.970814 10.147048 10.505828 3.541193 6.727064 14.292240 3.678703 9.997347 1.804219 NA 9.770017 8.707110 13.393572 8.974158 14.643502 8.550187 9.120137 5.878053 13.812895 10.674597 15.471122 11.910935 12.939728 12.463039 10.150007 2.804239 10.439648 9.594309 10.873011 8.384177 8.781512 7.039449 10.052160 12.955249 8.819183 11.359461 4.541199 4.678703 8.545699 13.298721 11.444477 11.641335 8.077251 NA NA 8.727064 12.565784 10.650747 6.987454 10.203688 11.484299 12.484299 8.792917 11.174193 5.389195 10.167637 10.788176 4.804234 9.396690 10.655169 3.678703 8.108013 12.465714 8.301419 10.729045 9.783419 NA 14.463931 4.952082 6.150007 7.570121 7.052160 8.811727 9.970814 9.179272 8.490733 5.077252 11.209374 8.766164 9.233290 10.776734 10.069457 10.338211 11.194401 1.219277 10.969139 4.219269 12.476979 8.785324 6.742832 9.241638 9.472101 12.044626 6.126161 9.928354 1.219277 10.469568 11.187937 10.387942 12.317302 11.235382 8.686876 10.842237 10.880157 10.512742 8.811727 9.682794 10.135149 0.219215 NA NA 10.594309 11.524847 8.863126 0.219215 9.258189 8.190813 11.458868 TCGA-BQ-7046 61 0 NA 2948 kidney stage i t1a nx m0 23-10-2014 male 2002 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.40.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-1.07643243 4.56729597 -1.07643243 1.50842865 11.24226612 10.41278713 8.42726674 5.80608428 8.32645286 9.20999866 9.97804529 11.10210576 10.22150351 8.05529762 5.74361998 10.52009660 10.36015245 6.66490802 11.42502934 8.09085925 10.42527812 8.95134679 3.67833112 10.65857381 7.90928288 10.16482825 10.24254844 7.32004595 7.72434058 11.55883256 8.60643557 7.98683583 5.20884497 3.87763629 9.60731274 8.64282971 3.31575460 7.63424765 11.03815932 0.50842865 9.97600899 4.31576184 4.31576184 10.32589872 12.51741552 10.56639516 6.75633081 15.92374907 8.48759045 11.21576255 4.59586763 10.20130941 6.98413701 3.24537396 4.18797356 9.21461152 10.05151907 8.41328900 9.62388058 9.64026030 9.58165234 10.05465478 5.79380487 13.85874411 11.22207633 NA 11.36353145 9.93289873 7.07825864 NA 8.03978489 12.55915902 7.49708778 9.23518925 8.30498371 9.49992519 10.95514211 8.39511594 10.29569112 -1.07643243 9.71623112 -0.07658456 NA 9.19373627 1.73079210 8.10831640 10.35546078 9.51963075 8.85269928 10.55461792 8.41328900 11.37407485 9.30930331 10.59409717 13.63816939 -1.07643243 10.39603026 10.69534297 11.41178319 10.11079296 10.96475780 NA 1.50842865 3.78142267 -0.07658456 4.53815323 12.87043853 8.89928894 10.99154736 9.92273632 11.15975411 4.80608170 8.68665319 5.24537016 11.27133906 11.46598915 12.14811942 6.63080005 9.85491715 10.88199361 2.24537396 -0.07658456 9.09336580 0.50842865 9.73160075 13.01999136 10.16958771 10.68665328 9.79611572 6.93466864 8.80608395 7.92062023 10.55057346 12.27120067 8.71948055 5.38287126 8.99989574 10.62171152 8.42925232 11.40801208 12.14336567 11.08646156 9.31038125 8.80512088 6.69796421 12.43197849 9.18200693 9.62474740 8.66153300 8.30714524 NA 7.31575822 9.92906544 1.94313368 8.58468445 11.40296855 7.79071992 10.98177090 7.03196525 10.28812274 11.25938949 10.21978359 8.56200348 3.24537396 7.95410788 9.90215138 NA 10.51309206 7.46647296 6.86595592 11.74919476 11.37645427 9.38594327 10.22550860 9.70562012 9.03457670 11.03617684 9.21345981 10.74641002 9.32432031 5.67832830 9.77049823 4.20884497 5.66409879 8.11079283 -0.07658456 10.45482239 1.50842865 8.38492057 5.77218919 4.13289759 NA 2.24537396 11.68976277 10.69162524 10.51963065 11.32165018 9.79995780 9.49329647 6.95377740 6.79380617 10.82430771 10.19607068 9.14260949 9.46840533 10.43914074 6.99490325 8.99221922 -1.07643243 -1.07643243 10.09461770 8.42527802 8.47994715 7.90928288 9.95410803 12.08189282 9.93676351 2.38286089 9.08331231 13.54817926 11.04140857 -1.07643243 2.38286089 1.24537396 NA 7.13775966 13.62198281 9.34760720 8.23859056 11.08362751 NA 8.90358063 9.06438575 10.30173579 9.67247237 6.84825361 11.38696530 10.63295559 10.58966491 9.90215138 2.24537396 8.90072072 9.23405362 4.97002074 5.93444337 10.91920807 -0.00055444 0.54894000 0.59566000 -0.01780300 0.60115000 -0.00234360 -0.01161100 1.13720000 -0.01876500 0.18825000 0.19056000 0.18109000 0.19434000 -0.01958900 -0.00083160 -0.00055444 0.54894000 0.59566000 0.59566000 0.59566000 0.59566000 0.00291330 0.00041593 0.00819590 -0.00060292 -0.00097017 -0.00152430 -0.00152430 -0.00940460 -0.00138580 -0.00138580 0.60810000 0.60810000 -0.00346270 0.57987000 -0.00429290 -0.01876500 0.18825000 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.000 0.000 0.580 0.580 1.137 1.137 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.549 0.549 0.596 0.596 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 0.000 0.000 0.188 0.188 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.000 0.000 0.580 0.580 1.137 1.137 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.000 0.000 0.549 0.549 0.596 0.596 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 0.000 0.000 0.188 0.188 10.6903838 12.2787920 11.2114418 13.6162743 8.9989201 NA 1.7307921 9.5177654 10.5720996 0.5084287 8.6221456 6.8482536 8.5582519 15.3458342 6.3580692 7.8630204 7.0680989 6.2632917 6.9732898 7.7211026 11.2990234 10.2771392 2.2453740 9.8964207 10.2599474 9.6791630 4.7048000 11.1846543 10.2577142 6.6445399 11.8953365 5.5084033 7.1132650 8.8482533 8.4332161 9.7452148 9.151057 10.083943 10.138367 3.730792 11.301465 9.016198 9.926959 11.091800 3.730792 10.926959 9.798422 7.431235 4.315762 9.109555 5.208845 14.195597 10.370524 9.262177 13.399681 12.351539 6.454433 8.285385 9.963731 9.647102 10.615184 11.335217 4.208845 4.854180 13.459384 2.830336 11.512156 -1.076432 NA 10.881994 8.887782 12.644967 9.146236 13.638169 9.009577 9.368456 5.217692 8.220357 11.486160 13.911060 12.148119 12.242125 11.961846 10.325920 -1.076432 10.829956 9.998920 11.274380 8.497088 8.429252 7.877638 9.711343 12.899289 9.166615 11.062992 5.415296 6.711343 8.883443 12.746787 11.259947 12.448105 8.698310 NA -1.076432 9.711343 12.107541 10.842662 6.431235 10.165424 11.54067875 12.12341993 9.92484916 11.47178118 4.80608170 10.40322117 8.45482239 4.62387856 9.40624881 10.83997730 6.66490802 8.45482239 12.67549847 9.55461801 10.61081659 9.42328675 1.50842865 14.75983650 8.52491463 7.53446553 7.53921776 7.44307698 8.75633081 9.72837854 10.10583519 8.76893096 8.38900745 11.36249257 9.39002726 8.71785666 10.73962460 9.98953003 10.81446511 10.79957410 -0.07658456 10.35650468 2.09335735 12.22789919 8.82430771 7.37465176 9.79611572 9.94880202 12.18890946 3.50840330 9.84973692 2.62389027 9.92906544 10.86778691 10.62388067 11.74919476 11.13411227 9.23632375 10.74641002 10.97736680 10.19741133 9.00025639 9.56909932 9.70807581 1.50842865 NA NA 9.32751806 10.91004027 9.09836665 NA 8.90358063 8.50652380 11.44160226 TCGA-BQ-7048 64 0 NA 2839 kidney stage iii t3a n0 m0 23-10-2014 male 2003 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 NA NA 2 3 4 2 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.872705e-06 7.282743e-07 10.6829405 10.0535685 7.6103878 3.4852336 10.6496366 7.7941175 13.9520226 NA 4.9732347 8.6927347 7.5853690 6.2822452 10.4584992 8.1377187 11.9569076 10.9890581 9.8188351 8.5470086 8.5577670 11.1402263 9.4112317 6.5208559 12.1581880 1.1633055 2.3332233 NA -0.8367589 10.4023061 10.4458136 7.4017090 3.6868703 8.4394287 8.7520190 9.8330751 10.4359341 10.2802980 7.8321894 5.1856723 7.8637440 9.4931007 6.8215163 11.7983421 5.1405824 9.8646107 8.7121263 3.7482680 11.3282112 8.7082686 10.5426826 10.4434951 8.1175008 9.0716970 11.2616588 9.6000158 8.4556260 7.9706593 2.7482680 9.3369814 8.1233061 0.7482895 5.9834839 10.2042789 0.1632411 10.3079625 7.7101989 4.2507646 10.0709160 14.6917889 9.6691159 8.3993185 15.8481214 7.9281761 9.8277516 5.2507683 10.1370016 7.2822452 6.5641830 1.6148512 9.3407238 10.4327057 9.0274905 10.3697081 8.3727576 9.3921229 8.5620481 7.0336686 16.6022342 11.4504395 NA 10.7734064 9.6166984 8.8654769 -0.8367589 8.4159699 12.8798022 8.7650752 9.2938749 8.8826932 9.1014137 10.8563556 8.7501442 11.1841280 1.9706696 8.7835241 1.1633055 4.2925904 9.5009261 3.0702004 9.3885118 10.4659432 10.8567912 8.3481797 9.2131528 9.2172302 12.0821936 9.3678753 10.7830658 12.7151327 3.3332233 10.3456986 10.1334102 10.7174134 8.1058190 10.3963247 NA -0.8367589 2.6227430 NA 3.6868703 13.7119456 8.8723880 10.6878459 9.5853690 10.6258065 3.9181954 8.4897336 7.2076986 10.8916500 10.4699356 12.1931988 7.2560615 8.5491667 10.6760448 2.6227430 6.9380917 4.3332305 NA 7.7743291 13.8997591 10.0694433 11.0881167 9.1087482 6.8844038 9.4040957 8.4371000 11.0794786 8.4986945 9.8170450 4.3727571 9.5337956 10.9140113 8.4852324 11.4838228 12.0253604 10.9098186 9.6206852 9.7293583 7.0850262 13.1103019 9.0243912 9.4253991 8.5513214 10.2226487 NA 8.4579250 10.6324373 4.4667185 8.4717569 11.0436530 8.6809737 10.5053790 7.4670846 10.6636482 11.3754967 10.8125605 8.5701046 4.0701918 6.8215163 9.9438440 NA 9.8912247 8.3079626 6.4670854 12.5039889 11.0966261 9.5142434 10.6334547 9.3666522 9.4253991 11.5876779 9.8179403 10.3800502 8.2293932 2.7482680 10.0382857 5.4670838 1.7482465 7.4394287 0.7482895 10.6932228 2.8637403 8.0212854 5.2718290 4.6551572 NA -0.8367589 11.1134956 11.1766270 10.8148045 10.4602205 9.3143209 10.0527702 6.2885634 8.8878180 11.0017203 10.8835485 9.8672078 10.1590715 10.2560615 3.6868703 8.9148482 NA NA 9.2900087 7.9961944 9.3219139 8.3332292 9.8946233 12.3660403 12.9691489 0.7482895 9.5906172 12.7410871 10.1006781 NA 2.8637403 NA NA 7.4533233 13.1813305 9.1675248 8.0243912 10.8971670 0.1632411 9.0072252 9.4206567 10.9106581 9.7482668 6.9642045 11.4809995 10.0550880 10.5491667 9.1491463 5.7926602 9.1548262 9.2076984 5.0814504 6.2499174 10.8112124 -0.05852300 0.00000000 -0.01780300 0.00157040 0.00624810 -0.00047747 0.00541390 0.02058300 0.02735700 -0.02288100 -0.02288100 -0.02288100 -0.02288100 -0.05852300 -0.05852300 -0.05852300 0.00000000 -0.09481300 -0.09481300 -0.09481300 -0.01780300 0.00638710 0.00332990 0.01195800 0.01195800 0.00124810 -0.13781000 -0.13781000 0.00375410 -0.00515240 -0.00515240 -0.00299230 -0.00299230 -0.00138580 0.00332990 -0.13484000 0.02735700 -0.02288100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.138 -0.138 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.138 -0.138 0.000 0.000 6.151989 12.067374 10.703432 12.477746 9.283542 NA 3.163306 10.006440 10.649410 1.163306 8.082168 8.835730 9.661156 13.865693 5.792660 7.411232 7.828640 7.989853 6.710199 8.387306 11.806710 9.269213 3.686870 9.799022 11.225013 10.318122 6.977085 2.163306 11.454475 8.096995 12.537928 3.163306 8.931489 7.887818 8.008794 10.370319 8.8339606 10.3363567 9.4693659 NA 9.1276451 8.9231926 10.5131384 10.0933023 2.9706512 10.5323563 8.5811569 6.7632177 5.6710980 9.9503905 6.5726957 13.4037230 10.9556879 9.6451038 13.1801126 13.2253504 7.0821671 8.6491336 10.6651414 6.6471202 9.8620090 9.8852579 3.0702004 6.7557609 12.8579886 6.6227357 10.6546563 4.4112296 0.1632411 9.7293583 8.8304157 12.2646234 8.8107628 12.7151327 9.5705720 9.2925874 3.3163051 6.0821682 12.7874143 13.6502021 12.1931988 11.5142434 13.3155099 10.0873744 2.1633055 10.7576289 8.7331598 11.6508931 8.7331598 8.4852324 7.6750573 10.2841901 12.5617808 9.3873059 11.8546116 2.1633055 5.6868675 7.5076004 14.0017849 12.0896003 12.1853252 5.7331591 -0.8367589 -0.8367589 9.2280471 12.1001262 10.8128613 7.0336686 10.8139073 11.6137423 12.3559053 9.8188351 11.1402263 5.1633055 9.8637440 7.5252483 4.7178957 9.5252481 10.9062284 6.8215163 6.9770853 12.5475430 8.7926608 10.5958462 9.8792662 1.7482465 13.3599064 6.1636416 5.7926602 7.5542473 7.8775498 9.5307190 10.0716968 12.2951612 8.6124528 5.5556229 12.0319339 10.0290376 7.8035493 11.4607937 10.0290376 10.2447877 11.0690673 1.7482465 9.8775498 7.5470086 12.3524926 9.1884440 8.1290888 9.1087482 9.7264242 12.2670838 3.8071591 8.8792662 4.8912247 10.6324373 11.0698191 10.8348453 12.5039889 12.2798107 9.6956602 10.3800502 10.6666331 10.7701027 6.7178930 10.3885117 9.7463870 0.7482895 3.9706604 NA 8.4648006 11.4612723 9.3642030 -0.8367589 9.0072252 8.4716431 10.6804815 TCGA-BQ-7049 45 1 1364 NA kidney stage i t1a nx m0 23-10-2014 female 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.40.0 NA NA 2 1 2 2 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3032612 9.8416739 9.2423410 NA 13.3983197 9.6020740 12.5369088 1.2153680 3.4206441 6.0227118 8.0032587 6.9702440 11.4597203 7.8398475 12.4125731 8.4329101 10.7683456 7.8948366 6.7125435 10.8174367 9.2460235 6.6338831 15.1451850 1.4377604 4.3852792 NA 4.7389191 10.7721818 9.8676039 8.9500659 2.5372961 8.6693128 9.7441360 9.9534487 10.3944361 10.3506382 9.6651929 5.5961778 5.8971799 10.2209810 7.7852118 11.7885302 6.1061263 9.4860412 9.9545745 2.4377604 10.7625723 9.3334322 10.3587396 10.5187567 7.5099768 9.4907049 11.3016010 8.9523219 7.5990604 8.9635493 3.9879484 10.1172289 8.9489366 0.2153680 6.0733383 10.4821430 4.6964835 9.6112475 10.1758411 7.3952659 10.0048683 13.2774026 10.4321022 9.0086888 15.7884908 7.8687985 9.5214181 4.8592142 10.5111253 7.1500306 8.7545151 1.8003305 5.8003201 9.3098740 8.9088435 10.0882878 9.3836108 8.4264333 8.3151428 7.3852818 13.2650915 10.7861609 1.9523336 11.6525883 9.4972170 10.1035923 NA 10.0065194 11.3151425 8.1539558 10.3773281 8.5860437 9.9204127 11.4041513 9.1152169 7.0875700 0.2153680 9.2597506 1.8003305 -1.3695945 9.8989360 3.2153524 9.6367200 9.8404565 9.3911138 8.4409655 10.7596769 9.6788807 11.6402558 9.5780309 10.3081136 13.5808587 4.8202198 11.3578592 11.0918734 9.8519810 8.1676123 10.7178567 0.9523336 1.4377604 1.8003305 0.6304055 8.7112113 13.0925766 9.0237843 4.4883736 9.2377243 10.1661553 4.1849864 7.5130367 5.9250143 11.3581017 10.3540548 12.6055227 9.0086888 7.0355359 10.6398726 6.8053195 6.8300664 7.7098785 NA 9.9624305 13.8172433 9.8664081 11.0556099 9.9657843 7.7363025 9.4999878 7.5874963 10.5658169 8.0503542 8.5787610 9.0660642 9.9439402 8.5492572 8.8806923 12.0070620 11.7632149 10.3773281 9.4891521 8.7251975 4.7936930 12.0880313 9.3238809 8.9041896 9.7428334 5.1381878 0.6304055 10.5776656 11.1357093 2.7613278 7.0368110 10.6388225 8.6444144 11.3275787 10.0253925 10.3701745 11.7385917 9.6254544 8.1706772 4.8398488 9.2284464 10.5703403 0.2153680 10.8565051 8.0419050 7.6444144 12.2785268 10.8866027 8.4377487 10.5765692 9.7244716 9.4656548 11.1492806 8.6360184 10.6873703 10.5095942 4.9341768 10.9310325 6.1695523 4.3028162 6.8495627 1.4377604 10.5030688 1.8003305 11.0221746 6.2209819 4.1849864 -1.3695945 -1.3695945 11.8259200 10.5864070 10.9769077 11.1426406 8.5038381 10.0867124 5.8035215 10.2298419 10.9036068 11.0076044 9.1192384 9.7864769 12.8846106 2.2153680 8.6091045 -0.3695945 NA 10.0686660 8.9053545 8.7271091 8.2778523 9.9421422 13.1591532 10.9258759 0.2153680 11.6066000 14.2565878 10.3182070 NA 2.8783134 0.6304055 0.2153680 7.6388225 13.5786243 9.1192384 8.7558073 12.5702486 NA 9.5350286 8.9059715 10.1950198 8.9746899 7.4018830 11.9114546 9.9528855 10.6416212 9.6256877 5.8398462 10.6335604 9.4142106 5.0566572 7.4786726 9.3299665 0.00319450 0.00000000 0.00069327 0.00069327 -0.41421000 -0.00353400 -0.00539920 -0.00498440 0.00346870 -0.00521380 -0.00521380 0.00294790 0.00736090 -0.00129170 -0.00129170 0.00319450 0.00000000 0.00069327 0.00069327 0.00069327 0.00069327 -0.00538660 -0.00484610 0.00000000 0.00000000 0.00139020 -0.00055444 -0.00055444 -0.00539920 0.00027728 0.00027728 0.00180300 0.00180300 0.00027728 -0.00138580 -0.00041585 0.00346870 -0.00521380 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 13.5274831 12.5539071 9.8670061 9.1282457 9.7118774 9.2162953 3.0227051 10.0529844 10.5332740 0.9523336 8.9478064 7.5990604 9.2588395 11.3312671 7.0733372 7.9724687 6.8152693 8.8300664 8.1441213 8.3566122 11.6944630 9.6112475 3.7596778 9.6527618 9.8392380 10.5922054 8.3412003 3.8003201 10.7625723 7.7363025 12.3234332 4.0227140 6.5787606 7.6019371 9.3785868 10.8774314 10.079543 10.399405 8.711211 NA 11.532015 9.905354 8.529751 10.963549 3.759678 10.498059 8.927310 6.578761 7.652762 10.044022 6.590395 13.660932 9.638122 9.878915 13.059931 12.999988 7.648956 9.851377 10.391945 8.700515 9.873568 10.542535 5.411755 6.864014 13.039586 6.106126 10.589309 7.762251 0.215368 10.126748 9.639523 12.917746 9.436944 13.580859 8.509977 9.291281 6.000210 13.934638 10.215356 13.336728 12.605523 13.633824 12.517234 11.106887 4.056662 10.332567 10.506143 11.462691 9.204041 8.880692 7.636018 10.186900 13.004754 9.935316 11.541784 5.215356 6.365103 8.693789 13.425632 10.855300 12.551770 7.083129 -1.369595 -1.369595 9.093918 12.567584 11.369742 7.022712 10.825151 11.504223 13.200724 10.768346 10.817437 6.130239 10.415029 12.611872 6.641621 9.952886 12.543283 7.785212 7.482143 12.926224 8.572909 11.687540 10.499602 2.215368 14.555693 6.555266 6.878322 7.406597 8.506911 9.387784 10.148063 9.154936 8.943277 2.330845 10.220981 10.358740 10.535405 10.957947 10.046136 10.984919 11.473137 3.215352 10.293062 6.619078 13.229435 9.716530 7.035536 9.965784 9.911020 13.058427 10.106127 7.624747 4.022714 11.135709 10.811546 10.970800 12.278527 10.368486 10.073856 10.687370 10.848049 10.837207 6.952322 10.029138 10.364680 2.537296 NA -1.369595 11.246253 10.582498 10.083150 5.022710 9.535029 8.167612 10.569973 TCGA-BQ-7050 53 0 NA 1864 kidney stage i t1a n0 m0 23-10-2014 female 2006 NA NA NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 162.40.0 NA NA 2 3 4 2 1 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.4771902 10.2450731 2.1329058 9.5515649 12.5453583 10.5333468 6.6118658 14.9416373 8.4530179 11.1608003 4.5114048 10.3703433 7.4548224 1.3959402 1.8109777 9.4375879 10.4076218 9.0894155 9.8864453 8.9037234 8.9116284 9.1968286 6.7825095 13.5829198 10.8951102 NA 11.3758301 9.4675609 8.5708545 NA 9.1385188 12.8751195 8.5422851 11.3669932 7.3996804 8.2351325 11.6255486 9.1497027 10.7142794 NA 8.5422851 0.8109777 3.9808936 9.5857533 2.3959402 8.7982301 10.3650753 10.0876722 8.4548224 9.8964387 9.4647069 12.3972595 9.6874831 10.3793973 12.2710381 3.2703944 10.8250111 10.3926375 10.2683470 7.9428230 10.6670026 NA 1.8109777 3.5658530 NA 5.6438562 13.9763443 10.1552621 14.1389047 10.4252159 11.0047995 2.8984212 7.7534809 4.2032873 11.1009850 11.8490278 11.5065294 6.7057844 7.9733576 10.7713302 4.3345254 4.8109674 4.5923255 1.3959402 7.6966623 13.5890947 9.6383088 10.8056732 9.8533096 7.1989832 9.8917837 7.6844106 10.5717401 6.4904466 8.5675226 6.7593330 9.3529145 10.8426674 8.4366749 12.0525025 11.4622421 10.4187588 9.9613481 9.1430028 6.6090162 12.8639587 9.1474728 9.7593335 9.7666160 12.2018069 -0.1890223 7.4763023 11.3839032 7.3325665 8.6703457 10.6886338 8.3883949 10.7953846 6.9247080 10.3261732 10.5515902 11.0289239 9.1391474 5.1147460 5.5114048 10.3237066 -1.1890223 10.7435501 8.7042678 6.2703981 12.3223482 10.6251481 9.4930829 10.6146937 9.8608148 9.6966626 11.1971278 9.0847619 10.5532756 7.8824285 5.0777514 10.0712977 4.0204222 2.5114174 7.5524332 -0.1890223 10.7964524 1.6183326 6.7476036 5.3068200 6.4620180 NA -0.1890223 11.6897835 10.9096563 11.1221469 11.2935221 9.8553603 9.5183252 6.3299739 8.3227187 10.9607133 10.9155649 9.6658346 9.7731392 11.6367200 5.8443882 8.6844103 -1.1890223 -0.1890223 9.7982302 8.3167775 9.3539981 7.9168749 10.1078824 13.6646656 12.1716761 -0.1890223 9.8423228 11.6755392 9.6004998 -0.1890223 3.2032795 NA 0.8109777 6.6874835 14.2496606 9.2487182 7.7622511 11.5098879 -1.1890223 8.6997095 9.3701329 10.4169087 9.8997545 7.2826418 11.1949404 10.6235446 10.4776340 9.6183211 7.8388724 9.5260702 8.7431810 5.2713809 8.1125307 10.3103138 0.00221930 -0.00234460 0.00194180 -0.00193990 -0.00518840 0.00277450 -0.00152430 0.01880300 0.01209700 -0.00235530 -0.00235530 -0.00235530 -0.00235530 0.00680440 0.00680440 0.00917050 0.01474900 0.00263570 0.00194180 0.00194180 0.00194180 -0.00443120 -0.00193990 0.00000000 0.00000000 0.00525880 0.00194180 0.00194180 -0.00152430 -0.00106700 0.00097064 -0.00733390 -0.00733390 -0.00041585 0.00638710 0.00638710 0.01209700 -0.00235530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.3246938 12.2023440 9.9562616 13.4944543 9.2393264 0.8109777 0.8109777 9.6029430 10.9355463 -0.1890223 7.9708376 7.8471401 8.9645182 15.8115714 6.3345289 6.4034228 7.2455945 8.7193587 5.8333329 8.8137812 11.7150362 10.0361736 1.3959402 10.2795903 10.2379752 10.2161077 4.5114048 12.1605239 10.3038208 8.8374895 12.0457746 5.2372310 8.9783844 8.2497582 8.1170280 10.4678379 9.099832 10.197906 9.293774 5.950517 8.008183 9.080093 9.641481 10.581630 3.270394 9.755678 9.183831 6.822193 4.511405 9.422913 8.474524 13.672489 11.108742 9.426596 13.389398 12.947236 6.969727 7.322719 9.730574 6.194670 10.279081 10.060080 4.168522 7.010639 12.545993 5.039783 8.080093 -1.189022 NA 10.247678 8.179473 12.004183 9.324694 12.271038 9.763707 8.851256 5.136319 6.483392 10.656456 11.986204 11.506529 11.390753 12.677859 10.549481 -1.189022 10.529927 9.593964 10.785739 8.885108 8.436675 7.521772 9.517462 12.890951 7.901079 11.852796 5.440324 5.810967 7.901079 13.193621 11.382482 12.372612 8.807044 NA NA 9.618321 12.368310 11.116449 6.559158 11.181926 11.641283 12.212379 10.143562 10.937671 4.940251 10.879073 7.322719 5.380823 9.623946 9.933801 5.668947 8.979638 12.246889 9.735036 11.323460 9.981517 1.810978 13.980617 5.452658 5.887781 7.924005 6.245595 8.881087 9.891784 11.087381 8.679789 5.483390 12.586268 9.946675 9.187091 11.351094 10.703888 10.614694 11.268347 1.618333 9.701230 4.365553 12.743778 8.743181 10.460671 9.853310 9.863942 12.524460 3.270394 9.502710 1.618333 11.383903 11.245334 10.055330 12.322348 11.201941 9.021637 10.553276 10.486041 10.698846 7.049370 10.030740 9.681331 2.618333 3.058888 NA 8.025285 13.569971 9.493083 -1.189022 8.699710 8.838872 10.491326 TCGA-BQ-7051 74 0 NA 1533 kidney stage ii t2 n0 m0 23-10-2014 male 2007 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.40.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.75327359 9.62200550 5.54464612 -0.01610346 10.81460530 8.32463647 13.13256709 NA 3.02832161 7.19922180 4.99292248 6.87874986 11.36741994 7.56287051 11.37967998 11.28987935 10.42251559 9.62489961 6.11321499 10.91732725 7.36590683 5.47578530 10.39502734 1.36244183 4.71728708 NA -2.33788567 10.59974514 10.13342469 9.21515292 5.63928427 8.43431797 9.93463326 9.02285076 8.49410235 10.29976049 7.51062652 5.48855357 8.33088865 10.95216638 5.69542597 10.84920092 -2.33788567 10.74332048 9.24179086 1.56890767 9.27579301 7.07774503 9.70332050 10.51238572 7.93696413 11.49568427 11.45369551 8.04500550 8.56211571 1.36244183 4.36244183 10.10650078 8.39332267 3.92878720 4.07139371 11.05365930 3.51998214 9.78159315 11.00643815 5.36244183 10.57637928 9.34631383 10.76660228 6.54464612 15.54898014 8.51062652 11.47998645 4.53236684 9.97658675 7.96578428 -0.01610346 3.68813559 7.66622400 10.32444937 8.26563005 9.47177173 9.72876541 9.89382466 10.15410709 6.88841571 14.02201041 11.20201047 NA 11.60075614 9.21370208 7.18360362 NA 5.71728708 12.73961205 8.22138073 9.37453049 7.53390903 8.69267059 11.06234936 8.94509175 9.47004669 -1.33788567 9.35940564 -2.33788567 -0.75292317 10.12629406 2.74946991 6.42022637 10.55947088 10.20261595 9.58718701 10.15160060 8.43925868 11.20235319 9.31395210 10.57676237 14.33990207 -0.75292317 11.28793494 11.23126583 11.17770338 10.79386053 11.14342461 NA 6.93112989 NA -0.75292317 3.63927848 12.96167663 7.33972354 10.45133343 9.55340755 10.77476878 1.36244183 8.47498312 6.00630027 11.82226892 10.54598323 11.67665960 4.23186245 6.42022637 10.75723573 0.66202316 2.87144942 7.32556181 -0.75292317 9.69129075 13.64428414 10.87008548 11.12680454 9.87753660 5.67323133 9.40977702 7.29862808 11.15143381 12.26505028 8.02394725 4.85182898 9.31552932 10.87692974 8.89502385 11.75674103 11.97247432 11.73706478 9.98927542 8.94096395 4.15193186 12.10824684 9.38864741 10.28245243 8.49093349 7.53852032 NA 8.37280979 10.56324757 -1.33097323 9.47541203 11.06074720 8.83004865 10.93914561 8.11835817 10.54445554 11.10598306 10.10908679 8.23321557 3.74946991 7.48696209 10.32355900 -1.33788567 9.85645261 8.03378033 7.02832603 11.90592130 10.99948609 9.83911165 10.15710904 10.08511948 9.43637883 11.07869815 9.11166804 10.77915957 7.79257428 5.44336463 9.83942301 2.05432755 1.56890767 10.47878721 1.36244183 11.04786593 1.90992668 6.11321499 4.78198387 2.56888336 -2.33788567 -1.33788567 11.94516427 10.83255453 11.11037799 11.15885731 9.31081043 10.04624767 7.25802513 7.64642190 10.56268165 10.87389185 9.47016325 9.75509087 10.25399328 8.16284547 8.89142314 0.98389654 NA 9.48974322 8.24037635 8.51842892 7.82942148 9.46774737 9.37453049 8.45235204 4.00185628 9.78224146 14.11909579 11.19946464 -1.33788567 2.51999472 NA -1.33788567 7.83692896 13.50933009 9.41396593 8.71116448 11.13862321 NA 9.00907111 9.34867040 10.50238809 10.20913908 7.39671351 11.65609173 10.44049142 10.58086680 9.87895243 2.70639794 9.27625331 9.92585956 5.53673988 5.97052469 10.89667131 -0.00027724 0.01084200 0.02440800 0.00000000 1.00630000 -0.00332430 -0.02548300 0.87847000 -0.08863900 0.10364000 0.10364000 0.10364000 0.07498400 -0.08040800 -0.00027724 -0.00027724 0.01084200 0.01698500 0.00937910 0.00937910 0.00937910 0.02146300 0.00000000 0.00763920 0.00763920 -0.04129500 -0.02260600 -0.02260600 -0.02548300 -0.01532900 -0.01532900 0.01084200 0.01084200 -0.01601700 0.90170000 -0.00719580 -0.08863900 0.10364000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.902 0.902 0.878 0.878 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.901 0.000 -0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.006 1.006 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.902 0.902 0.878 0.878 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.901 0.000 -0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.006 1.006 0.000 0.000 0.000 0.000 0.000 0.000 9.4454112 12.2300190 11.6514867 15.2213059 9.6595359 NA 2.6161930 9.7547608 10.2932442 -1.3378857 7.9839319 8.2337563 8.7789973 13.8183632 4.1697968 5.4821836 7.2450858 5.5748917 4.4168938 8.8998110 10.6817679 10.7471440 0.4693651 10.0285990 10.5348246 10.0225763 3.5199821 14.3314838 10.3152964 6.6421427 11.9184960 4.4034722 7.9929202 8.2232912 6.6306705 10.5511272 9.67253160 10.08957826 9.54273493 -2.33788567 10.19752191 9.70092256 9.68783528 11.43390560 4.77052779 10.73162112 9.79386045 7.50120744 2.56888336 9.78709400 3.08826035 14.18259152 9.82691039 9.79064238 13.11124892 12.74859593 7.93229862 8.39162425 9.57002075 6.31663995 10.44049142 13.14830435 0.83195829 6.27302907 13.06288297 3.70639794 10.45662250 -1.33788567 -1.33788567 10.61710854 10.50041956 12.24849152 8.99236029 14.33990207 9.28634198 10.35592608 4.67803246 5.82187600 11.34784733 13.90571679 11.67665960 12.56706143 12.37694662 10.51003957 -1.33788567 10.99878898 10.89906405 10.34477869 9.19338490 8.89502385 7.95317443 9.78321321 12.88037757 7.47257550 11.40704545 5.63928427 6.57788347 8.69060042 13.13013975 11.57330190 12.22698657 8.76660245 -0.01610346 NA 10.17425023 12.35734059 11.38960284 7.06074672 10.87267488 11.4438755 12.8208893 10.4225156 10.9173272 3.9287872 10.7062269 7.0777450 1.7494485 9.8047488 10.2326823 5.6954260 8.5082773 12.4129157 9.8805668 11.3338763 9.9652134 1.4693651 14.6232610 9.3103610 6.9589192 8.0041227 5.9051776 9.3045065 9.6805515 9.4159806 9.1836039 4.8218735 10.0966318 9.1523530 9.6746280 10.7577302 9.9520223 11.2897654 11.6909456 2.2469553 10.0275057 -1.3378857 12.5425446 9.5942182 7.8726749 9.8775366 9.5190514 12.5617381 0.2469553 8.8474984 0.2469553 10.5632476 10.6548958 10.7033204 11.9059213 11.1587325 10.0575377 10.7791596 11.0174923 10.8202819 8.0553942 9.5242533 10.0864323 -1.3378857 -0.7529232 1.8319178 8.0096249 10.3931316 10.1119259 -2.3378857 9.0090711 8.8914231 11.2038261 TCGA-BQ-7053 57 0 NA 1516 kidney stage iii t3 nx m0 23-10-2014 female 2007 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american hispanic or latino 162.40.0 NA NA 2 3 4 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.35192730 7.45089039 6.17626891 2.47370900 10.86372223 9.73620725 8.56488723 10.00924890 8.86672936 9.53898195 9.12159671 6.90077022 14.32577857 11.01865232 NA 11.77313921 9.12921629 11.25656519 -1.94786238 9.15870990 12.49288628 8.90935040 11.02602353 7.84656289 9.51924290 11.60829364 9.29710519 9.99172236 -1.94786238 7.99319429 -1.94786238 NA 9.42283428 3.78006858 8.89920434 10.60697552 10.22707257 8.58060116 10.13761930 8.54800190 11.54975546 10.02548552 10.59855903 12.10412046 1.05213762 10.98529157 10.48781713 10.88582760 8.50541739 11.16946526 NA 2.13960046 3.66685883 -0.36289988 10.27765553 13.42297046 8.03656542 12.04047652 9.62626737 10.78367805 3.00635189 7.71748245 5.77324736 10.92019771 11.61236024 11.99301192 7.26646611 7.25916136 10.49664410 5.43585191 8.36616351 5.40087602 0.05213762 8.72457217 13.94378819 10.45595780 10.55746217 9.24505612 7.30007429 9.80578143 7.69780509 11.15788841 9.21768197 10.25549483 5.10742843 9.62217796 10.14358219 8.22457430 11.68899800 11.85011228 11.29278917 9.40308597 9.21327874 7.54379976 12.50599620 9.50490279 9.73294581 8.49197772 11.38054131 -1.94786238 7.96802622 10.60529616 5.52146225 9.71114383 10.99246043 8.46683224 10.78854877 9.28696429 10.54124214 11.80849470 10.02584426 8.52611656 5.30007612 7.33985891 10.02440875 -1.94786238 11.23872543 9.05777138 6.42718711 12.33906555 10.84920037 8.76896634 10.58596321 9.13894652 9.35877821 11.19499423 9.24813417 10.96147748 8.37745219 3.44446830 11.05073730 5.36503108 1.37406572 8.15412241 3.72457388 10.84310622 4.20189258 8.90545651 5.81369912 3.66685883 -0.36289988 NA 12.14927369 11.05513762 11.07901603 11.27282746 8.02225295 9.56711226 6.26028353 8.51362615 10.94050961 10.56340537 9.28396806 9.83596354 11.31365417 1.95902822 9.08694587 NA -1.94786238 10.32419338 8.92019771 8.92943093 8.14886193 10.05390688 13.21079599 12.19129846 2.05213762 10.18753555 12.01657797 10.06616738 NA 3.00635189 1.05213762 -0.36289988 6.99466118 12.19576922 9.53344168 7.51362654 11.88543229 -1.94786238 9.30126022 8.96251230 10.52458383 9.65345346 7.13163167 11.89066142 10.05777138 10.32010396 9.54999870 4.13960865 10.16491208 9.29948096 5.61232596 7.31961252 10.16588908 0.00152550 0.01335300 0.00555290 0.00027728 -0.00249380 -0.00650500 -0.00857660 0.64194000 -0.01892100 0.00536030 0.00536030 0.00536030 0.00986690 -0.02458700 -0.00426790 0.00152550 0.01335300 0.00166420 0.00166420 0.00166420 0.00166420 0.00332990 0.00027728 -0.00069303 -0.00249380 -0.00544570 -0.00622860 -0.00622860 -0.00708530 0.00027728 0.00027728 0.00568410 0.00568410 -0.00470790 -0.00567570 0.00652620 -0.01892100 0.00536030 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.6520596 12.7522072 9.8874078 12.1324647 9.0549619 NA 10.6312271 9.9232820 10.1308848 -0.3628999 7.3536426 7.8595019 8.7430177 15.3920838 7.0208133 7.5717830 7.2493638 7.7333855 7.3604863 8.4794598 8.6455381 10.0602252 3.0063519 10.8538552 10.9957606 9.9275122 7.3672968 3.3000798 10.2887591 8.6887713 12.1806109 6.1074284 7.3189332 8.2869643 9.3582085 10.2710128 9.1730327 10.3858613 9.5614270 NA 9.4396256 9.3768901 10.4710536 11.0951741 5.0855691 10.6009687 9.6422660 7.1632824 5.4271871 9.7698233 4.5757117 14.0328443 11.1264556 9.4519589 13.4649813 12.5501234 7.1341357 8.2044318 10.3461931 7.1580552 10.8743193 10.0623252 6.1814306 7.2094933 13.3205792 8.0661672 7.3627600 3.4097032 -0.9478624 9.8562778 8.2542709 12.6777416 9.3329176 12.1041205 9.4168288 9.0654695 5.1595202 7.9286640 11.0217132 11.9702647 11.9930119 11.5885155 12.7492230 11.0088860 0.6371001 10.8215715 10.1948921 10.5961453 8.9499924 8.2245743 7.7491145 10.3051079 12.9174935 9.0890073 11.4405665 6.0351400 7.2616004 8.5429978 13.5017653 11.4404333 12.2056989 11.7141543 2.5115692 -0.9478624 11.1916982 12.3405083 11.3221443 7.2069645 10.9830690 11.812451 12.738866 9.988785 11.355928 5.710357 11.861212 9.854663 4.982884 9.763384 13.464922 7.453026 8.698706 12.416753 8.677856 11.383624 10.063723 1.374066 14.013235 6.778262 6.971010 7.957203 7.703198 9.720145 9.904676 11.043669 8.821158 5.006343 10.287264 9.427729 9.158055 11.448350 10.278258 11.290850 11.328562 1.959028 9.720145 5.478412 12.956315 9.137619 10.545252 9.245056 9.663033 12.456756 7.222072 9.181430 4.241970 10.605296 10.879093 10.581333 12.339066 11.605056 8.690583 10.961477 10.808078 10.600562 7.553984 10.203481 10.373511 1.222063 4.532248 -1.947862 9.559446 10.470345 9.593243 1.637100 9.301260 8.817018 10.537221 TCGA-BQ-7055 73 0 NA 799 kidney stage i t1a nx m0 23-10-2014 male 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.40.0 NA NA 2 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6039211 NA 11.5100341 9.7830085 7.9550210 NA 5.8658941 12.7890769 7.8764641 12.7034921 10.2501075 7.5108820 10.8843407 9.0943366 6.6276812 2.0008293 9.7297169 5.4788715 4.6528995 9.6134298 4.1003638 8.0326734 9.9772865 10.6207826 8.5243866 9.3330211 8.4880904 11.7391148 10.4041410 10.1138225 12.4885211 3.4414038 11.3863019 11.1764633 10.2947889 7.3072117 9.8956424 NA 2.3633954 2.5154097 0.7784609 NA 13.3760968 7.5466167 3.2809266 10.8104780 10.8645684 2.3633954 7.2487521 6.2915023 11.7877943 10.0669138 12.5494966 7.3330211 6.9008294 10.5294183 2.6528995 2.6528995 4.8658941 NA 10.1693177 12.9432344 8.6933155 9.5586985 9.8355215 5.9483579 9.7708986 8.3304607 10.2646706 11.2313598 9.8667788 5.4413972 10.0954528 11.4080924 10.5991430 10.8150637 9.6426184 10.5630671 6.0263597 9.2941320 8.4582877 12.7630880 9.5410910 9.5674224 11.4938223 5.6364129 NA 9.4660995 10.1885301 14.1683109 6.8624254 10.4666825 9.2769491 12.1841055 4.8373277 10.2555158 10.5559615 11.0825934 9.0710145 2.7784399 5.6692026 10.6364132 NA 4.7784346 9.7209467 6.4972499 11.8280539 8.5964816 8.3608879 10.0661446 10.8742687 10.8579170 11.0657637 9.6426184 11.0958448 7.5685095 3.7170348 9.2849051 9.5120125 -0.8064175 3.2809266 4.8939106 11.8645684 3.8373277 7.3931424 9.2018982 8.7576194 -0.8064175 -0.8064175 11.7319012 10.6092114 12.5096098 10.8287344 7.7821844 11.5453338 5.9619196 10.2575388 10.2385467 11.2436585 10.3317415 10.4126382 10.3438517 4.9483579 7.9516927 -0.8064175 NA 9.8155215 6.6529009 9.5900744 8.1736092 10.0239849 11.9589630 12.7691271 0.1934564 9.5922133 8.7933825 8.3046055 NA 0.7784609 NA NA 8.2351287 13.2695337 6.7633253 8.7306882 11.6301812 -0.8064175 9.2310166 8.9049991 9.9154233 9.5986112 7.5771743 12.0316888 9.6165856 11.1771759 9.2392293 6.9943693 10.4384281 9.1778882 3.7195339 7.5771743 9.6972955 0.02118300 -0.03749000 0.00027728 0.00066282 -0.00104220 -0.00059812 0.00885600 0.04726800 0.06109400 -0.06544700 -0.06544700 -0.06544700 -0.06544700 -0.76270000 -0.76270000 0.02230400 0.01740100 -0.00434020 0.00027728 0.00027728 0.00027728 -0.00719580 0.00066282 0.00000000 0.00000000 -0.00059812 0.01586600 0.01586600 0.00930980 0.01092700 0.01092700 -0.00774820 -0.00774820 0.02160300 0.04046800 0.01200700 0.06109400 -0.06544700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.762 0.000 0.000 7.8939094 13.2769490 9.3304609 6.5243866 10.0730530 0.1934564 1.5154097 9.7121229 10.4379287 -0.8064175 7.7746705 3.1003554 10.2782781 14.0474127 3.3633954 3.5857918 8.2351287 8.9025536 4.4413972 9.0136487 5.4413972 8.1447546 -0.8064175 9.9525256 11.3922217 12.1425669 11.7952405 2.0008293 9.9641336 6.1592538 12.4781406 4.0008203 5.9616534 7.8799704 3.0008293 10.1534716 9.539983 10.101862 8.802649 NA 9.856138 10.002434 10.117540 10.769482 3.100355 10.197690 7.984633 6.431874 5.237862 10.441990 7.436644 13.838790 12.036213 9.693316 13.941191 13.188088 7.611322 9.388227 10.035820 3.363395 10.363395 9.702255 9.615535 4.652899 12.486079 8.640553 6.333021 3.893906 1.515410 8.707197 8.467265 13.436867 8.784057 12.488521 9.296757 10.652901 5.061612 9.927332 8.713106 11.823964 12.549497 9.103363 12.625359 10.146939 NA 9.554317 10.099609 10.236497 9.228269 10.599143 7.478872 9.701264 14.173922 7.971547 11.781716 4.515397 6.450858 6.785927 13.437201 12.208711 12.431427 4.717029 1.515410 NA 9.753803 12.151841 11.452619 6.193470 11.622092 11.736985 13.138365 9.929872 11.840928 2.000829 10.124207 6.808179 6.100360 9.629140 13.578005 5.301994 5.460258 12.382207 8.755712 11.251123 10.319529 2.193456 14.922719 5.358780 6.383295 8.320278 8.213060 11.506353 10.500101 11.042093 8.904276 3.441404 10.246038 8.621830 6.701265 10.835973 9.535544 10.016041 11.588468 NA 8.510882 1.515410 13.019710 9.263591 8.652901 9.835521 9.293882 14.024133 1.193456 9.840928 8.900829 10.188530 11.028731 10.631742 11.828054 12.249261 9.179312 11.095845 9.162137 11.120136 4.441397 9.681310 10.974420 NA 9.176392 NA 11.939564 10.096259 10.434261 1.515410 9.231017 7.855248 10.018428 TCGA-BQ-7056 75 0 NA 612 kidney stage iii t3b n0 m0 19-3-2015 female 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.50.0 NA NA 3 3 4 2 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.6917533 10.4596358 5.4296595 8.4835844 8.5342574 10.1431223 13.9446499 NA 1.0850167 7.1812030 5.7783873 7.8931826 10.9018417 7.6293311 11.5589415 10.6491296 10.1878818 8.4917048 5.0590134 11.4293063 6.4575647 5.9995130 10.4642477 0.4296427 4.6964446 NA 3.7515815 10.4422830 9.8854995 8.5210939 4.5171245 8.3168793 9.7081079 9.6201005 9.0314294 9.4610150 7.5768637 7.5717655 5.9295046 9.4950747 2.7515923 12.1711255 2.2370130 10.3335404 10.8759665 1.2370130 9.8813847 8.4944012 10.5041345 10.3425479 7.5250556 5.1845461 10.9229986 10.0874236 7.9414109 4.2110200 0.4296427 10.2794546 8.6668684 1.4296427 4.4740531 9.4033559 2.7515923 11.2077357 4.6194834 7.9610398 9.1651806 11.8884496 10.3444173 10.5187779 15.8918173 8.6572745 10.5816264 4.9532187 10.3578068 6.9453584 5.3954433 2.7515923 11.6752112 9.7465058 8.7861105 10.1891306 8.2370134 9.5309776 8.2418359 5.8046990 14.5195641 11.7980286 NA 11.9277597 9.0869769 10.9573799 NA 8.2562068 12.6088679 7.9374533 10.4586006 7.1161589 7.5537798 11.6352990 8.8726019 10.5643704 NA 8.1744923 -1.5704644 -1.5704644 9.3327871 3.9532187 9.0860834 10.5368755 9.8251927 8.5602293 9.7459400 8.5290065 10.9069741 10.2625485 10.7642111 11.0764422 3.1300907 10.7864185 10.1786899 10.1828753 10.2696495 10.5765454 NA 2.0146052 2.9532280 2.1301072 7.7628139 13.4848562 7.9765532 12.6940278 10.9600649 11.9251388 3.4296561 6.5171213 8.4685776 10.8770001 10.5273615 11.1308632 6.3954433 6.7916018 10.6641766 6.7057830 7.8890902 5.8046990 NA 9.3115372 14.6610672 10.8057839 11.1421855 9.1020838 4.5589411 9.5781351 8.1677508 11.7961515 11.8290700 9.9008256 4.7872130 8.9761769 11.3651919 7.7196777 11.9055186 12.1041818 11.0827275 9.1456204 9.3337737 6.9126678 13.1541191 8.7605753 10.0009372 8.6644761 10.8543497 NA 6.5224152 10.6539617 9.3087900 10.6186275 10.8422284 8.5485996 10.1786899 8.0662830 10.6482218 12.4415846 10.5992704 8.9539749 5.5895298 8.0535398 9.8321376 -0.5702501 11.2899696 8.4944012 6.3000230 12.2845269 10.6369779 8.7772800 10.7101393 9.6207178 9.3860347 11.5413550 9.1853807 10.6917534 7.1231457 2.2370130 10.7052011 2.5171245 7.0803155 7.5794057 2.1301072 10.8831864 2.6775759 7.6917533 8.1095434 5.8133631 NA -0.5702501 11.8920330 10.8227808 10.8954799 11.7590344 7.2969373 8.7345802 5.9783261 9.7086887 10.8171374 10.7902313 9.1170342 9.8658495 9.4706330 1.8890841 9.0789148 -0.5702501 NA 9.9590891 11.1408953 10.4613597 8.1091385 9.5004503 12.6324711 13.8495200 3.8559200 10.3648235 11.4001240 9.6120530 NA 5.1711267 NA 3.7872130 7.0878701 11.9766735 11.2496380 7.2720092 11.5229110 0.4296427 9.2458422 8.5095834 10.8165987 8.9295043 6.9334841 11.3970649 9.5051377 10.2514325 9.4992426 3.6775872 10.5895298 9.3990450 4.7801578 6.7167701 11.3956231 0.01127800 -0.00800710 0.06467200 -0.00745470 0.00141870 1.97430000 0.00000000 0.02526800 0.05311200 -0.06395500 -0.06395500 -0.06395500 -0.06395500 0.01127800 0.01127800 0.01127800 -0.00800710 0.01474500 0.01474500 0.01474500 0.01474500 0.00265310 -0.01558700 -0.81801000 -0.81801000 0.00696090 -0.81777000 -1.29290000 0.00209790 -0.00648770 -0.00648770 -0.01007700 -0.01007700 0.01672200 0.01253300 0.00057197 0.05311200 -0.06395500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.818 -0.818 0.000 0.000 1.974 1.974 -0.799 -0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.575 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.818 -0.818 0.000 0.000 1.974 1.974 -0.799 -0.799 0.000 0.000 7.2688620 11.8309381 9.6614797 14.7216026 9.3939994 -1.5704644 4.1575773 9.8574951 10.3246353 0.7515494 7.3000230 6.7739541 8.6632781 16.0732681 4.9995130 6.4795071 7.1845461 4.2625459 6.6870467 7.7560879 10.5841602 9.5296638 1.5996034 9.4957477 10.9483117 10.2911332 8.4862960 3.5589411 10.1296646 5.6488278 12.3718880 6.3184018 7.3925544 7.8068692 7.3983256 10.3954428 9.08965439 10.21959969 9.15331946 8.30770948 10.25700119 8.63911203 10.42153459 10.17196800 5.74254254 9.36923766 9.26096586 7.10561523 2.51712449 9.73058307 4.13009894 13.33654911 13.23982844 9.66686841 13.04074096 12.03571665 7.53286784 9.38676052 10.51943998 3.47404660 10.43913731 9.84222838 2.75159226 6.08071095 13.11001803 9.89726403 6.08787013 4.85592493 NA 9.44716301 7.99190104 13.39463106 9.79980096 11.07644218 9.21429338 8.04620728 5.82583395 4.65848000 9.59016035 12.77527166 11.13086319 12.35651043 12.52423108 10.46823466 -1.57046437 12.35595451 10.71100905 10.39760522 9.04068343 7.71967767 7.76950861 10.36556023 12.33288135 7.76057559 12.88054756 7.11265322 9.81659875 8.01462086 13.40505244 11.22833284 12.36556020 12.07024578 0.42964274 0.01464095 10.03421173 12.23065951 10.99641184 6.08071095 11.03952981 11.5212592 12.5851883 10.1878818 11.4293063 4.0146231 11.2087623 7.7894078 4.0735118 9.6964451 14.9869635 2.7515923 6.7334398 12.3719668 9.6668684 10.5844766 9.8616783 2.3365405 12.4976810 8.1270430 8.0183732 7.2854614 6.5589411 8.8901144 9.9488033 10.4660932 8.6544681 2.4296695 10.5679303 9.9334843 7.9629885 11.4808674 10.1601287 10.8120123 10.2265093 2.4296695 9.0869769 10.2731870 12.9237697 8.1196565 7.1335625 9.1020838 8.7272626 12.8940128 -0.5702501 8.9784805 2.8219755 10.6539617 11.0286415 10.7470711 12.2845269 11.8563164 8.8390494 10.6917534 11.2468421 10.5397111 5.8726022 10.1528929 10.4415846 NA 2.7515923 2.9532280 8.1248869 10.4815098 8.8326704 0.4296427 9.2458422 9.2696496 9.9215116 TCGA-BQ-7058 81 1 343 NA kidney stage iii t3 n2 m0 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 NA NA 2 3 4 2 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080784e-06 5.201959e-07 10.7791247 9.9277688 5.8003201 0.3084774 10.2662933 7.5706079 14.1423442 0.3084774 -0.3695945 10.8028214 6.4982908 7.2093325 9.9835408 7.7050704 11.6221992 9.3732086 9.9675698 8.6638171 2.4784024 11.4955085 8.0898254 6.1539553 9.6549797 NA 4.8320292 -0.6915226 NA 10.0414812 10.3203919 8.3826072 3.8320292 8.6371407 9.4209053 9.5599483 8.6460878 9.9387329 7.3473848 6.4274067 6.2509805 9.2928843 5.5752518 7.7719905 7.0566583 10.9608627 8.6190788 0.3084774 8.1757446 7.7007830 9.7482967 10.3819380 6.5563926 7.9773509 11.4405574 9.4130645 8.0261422 4.5938676 2.3084774 9.3705120 8.1476695 0.8934399 4.6303938 9.8896664 3.4783894 10.8271190 2.4784024 2.3084774 9.1077475 10.6168048 11.1389811 9.4933411 16.3417705 7.6921698 10.9848637 4.1664503 10.0457131 6.9450903 3.7678984 2.7678878 10.6337713 8.8630548 9.0397849 10.2633892 8.5563934 9.1956864 8.6813308 5.8162592 14.1467834 10.8427687 NA 10.8466548 9.1615726 8.0089053 NA 3.4783894 11.9984638 9.1093658 9.4130645 9.1093658 8.9559242 10.6093903 7.0019531 12.4335273 1.6304055 7.9844230 0.8934399 -0.6915226 9.0175498 4.5563926 7.9046557 10.6438562 10.4390364 8.6791532 9.4871308 8.5420854 11.3566325 10.1214453 10.5676206 13.5403620 3.5563926 10.0053378 9.5670318 11.1621653 10.7519274 10.8226867 0.3084774 5.3745561 3.4783894 -0.6915226 4.6303938 14.2199046 9.3852815 13.7822984 11.3168945 11.7249995 3.3084628 8.3446395 5.4582114 10.6671170 11.5510445 12.1911089 5.6483159 10.2590217 10.7061404 4.0633562 2.8934205 4.0089081 NA 9.0716782 13.7452424 10.2047983 9.7740322 7.4683373 4.7007837 8.4958179 9.0499329 12.2173744 13.8396036 10.0149618 5.0898244 8.7460722 11.5581719 7.6483159 11.7753071 13.2153564 12.9585078 9.8773720 9.8083117 4.0401911 13.2875337 9.5396869 9.1926363 8.2597503 8.6053821 2.3084774 6.7007837 9.8505304 2.1624679 10.2238523 11.1822944 8.3932742 9.6802424 8.6900088 9.5007586 11.4058396 10.4293517 8.7038285 2.7678878 7.0295655 9.8290845 -0.6915226 11.7170610 6.5468713 4.8003201 12.4555117 11.7747973 10.9958415 10.5740809 10.6099620 9.2258379 11.4745285 9.0650221 9.5880763 7.4274067 0.3084774 9.9800069 5.5563926 0.8934399 6.8934277 4.6303938 10.2399420 3.2153524 6.5372852 6.1539553 3.1158157 3.7007837 NA 11.7859711 11.1578709 10.5354800 11.4444957 10.0574973 7.7555493 5.7618198 8.0996287 11.1880491 10.8117947 9.4708571 10.4752566 11.0963684 1.6304055 9.0566586 NA NA 9.6986349 6.6747883 9.8735679 7.8858946 11.0312734 10.0423286 11.5696793 -0.6915226 8.9826582 11.4613844 9.1190376 NA 2.8934205 0.8934399 -0.6915226 5.4169917 13.1858458 9.8990529 6.2509805 10.8792702 NA 8.2153563 8.9491085 11.0363863 8.6438562 6.5468713 11.5784691 9.0516174 10.5099771 8.5563934 4.3084628 8.1061274 10.0089056 -0.2693383 5.6674238 11.9211040 -0.00747200 0.00319100 0.00000000 0.00722170 -0.00069303 0.00763920 -0.00981850 0.75738000 -0.04726000 -0.02233200 -0.02233200 -0.02233200 -0.03627100 -0.02657700 -0.02657700 -0.00747200 0.00319100 0.00000000 0.00000000 0.00000000 0.00000000 0.01391100 0.00722170 0.00360760 0.00360760 0.00763920 0.10395000 0.10395000 -0.00981850 -0.00830050 -0.00539920 -0.00045700 -0.00045700 -0.01119800 -0.03531200 -0.80078000 -0.04726000 -0.02233200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.456 0.000 -0.083 0.757 -0.801 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.456 0.000 -0.083 0.757 -0.801 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.104 0.104 0.000 0.000 3.215352 12.373377 10.613958 15.626179 8.895306 NA 2.478402 10.119037 11.641716 NA 5.141355 7.135015 9.027855 14.996306 5.478389 5.285746 6.800319 4.923178 5.832027 7.493342 7.517919 10.703464 1.893440 10.427407 10.343265 9.977351 6.816260 6.319694 10.734731 5.800320 12.369665 4.700784 7.363748 8.646088 5.683506 10.197970 8.4982904 10.0363863 10.1949245 NA 9.8887244 8.9844227 8.3906148 10.1911088 4.8320292 9.3785868 9.3349892 8.3418888 5.3308344 9.4945800 4.8320292 13.7017893 11.8635342 8.7368261 13.3151426 12.7616078 6.5563926 8.3168942 9.2785717 5.7678984 10.7826788 10.8147734 6.6571941 7.2392033 13.9184525 5.3745561 11.6153819 2.6304055 0.8934399 10.8962434 8.8840050 11.9802280 8.7029286 13.5403620 8.7617364 8.5105897 4.0976698 7.0700168 11.1270480 13.8104274 12.1911089 10.2502471 13.1905357 9.8999882 -0.6915226 11.4827674 9.8877817 10.0329797 8.1476695 7.6483159 7.0499324 9.9541243 13.0955522 6.8553606 11.2358734 5.7178573 7.3252740 6.9738018 13.6244814 11.4432130 12.0520380 6.8241658 3.3084628 2.8934205 8.8162605 12.6052387 10.4926470 6.8398475 10.4505729 11.137396 12.423835 9.967570 11.495509 4.734731 9.246575 8.224345 5.141355 9.074995 11.401659 5.575252 8.339133 11.498574 10.171878 10.931890 9.616805 2.767888 15.014665 6.353625 6.458213 8.773052 7.056658 7.930517 10.224345 10.055434 8.921334 3.952324 11.606242 7.268468 7.639383 11.574667 10.740486 9.934175 10.756066 4.980889 10.240681 9.945090 12.638991 7.463284 7.453124 7.468337 9.295957 12.774542 4.767898 8.919491 2.478402 9.850530 10.698635 10.049090 12.455512 11.920874 7.575253 9.588076 11.497673 9.015825 7.297150 9.779125 10.102069 NA NA 2.308477 8.285746 11.589474 8.424810 1.308477 8.215356 9.371861 10.475257 TCGA-BQ-7059 71 0 NA 232 kidney stage i t1b nx m0 23-10-2014 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 NA NA 2 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.3451976 13.4162163 0.7502635 2.1653010 1.6247092 1.3351974 10.8167890 9.8927838 8.8889496 3.9201789 8.0325676 10.0275386 9.6445638 12.2847974 9.8408048 8.7818377 5.5746798 5.0601079 9.7661308 4.5051414 13.2482694 10.9367782 9.8421273 9.2280096 5.2421032 12.3293315 8.8037246 10.9605168 10.2300316 7.2685766 5.6491038 11.3416676 8.8019133 7.6868892 5.7275311 0.7502635 10.0733060 8.3150359 3.1194890 9.1353946 10.4553076 2.2527487 9.5184356 9.1070701 6.3600464 10.6666235 12.9359527 10.4138094 8.4060800 15.5362068 7.6040810 10.7282466 4.4132149 10.1314337 7.2868220 5.8999973 3.0232731 8.8341736 10.1216650 8.6956950 9.8876694 9.6711003 9.0092097 9.0099946 6.8657283 13.2030073 11.5484530 NA 11.6836961 9.7736361 8.0915845 NA 5.8019140 11.3560395 8.3686370 10.4475085 7.7744675 9.4309039 10.8767407 8.5228408 10.1799509 -1.8349564 8.5543824 1.1653010 -1.8349564 9.8557233 4.8517890 9.1911204 10.2209102 9.9540071 8.4679279 10.7405917 9.1987117 12.6388404 9.5683008 10.5576062 14.0246294 2.9201789 11.8051845 11.3061186 10.0448721 7.4984440 10.8014602 0.1653010 0.4871776 2.2527487 0.7502635 6.8932093 13.7221540 12.3267356 12.7504861 9.5473723 10.5730876 6.0294750 7.2096824 5.1765143 10.9314035 11.0184034 11.6393432 7.9367781 11.2159877 10.5970476 2.5576061 4.0232731 5.7502501 -0.8346990 9.8181338 13.8487769 9.9830718 10.2884402 9.6932545 6.7836740 9.4905942 7.4690695 9.5310535 10.2948938 8.7753907 6.1136567 9.4343686 9.9997598 8.3637340 11.6272797 11.7166366 11.8791049 10.0661555 8.8700570 5.0810498 12.1404203 9.2293579 9.3594300 9.3544956 7.4849606 NA 8.4587605 10.7025072 3.1370608 8.5273640 10.7900842 8.2327231 10.9193411 10.4170670 10.5473724 10.8010069 10.4399581 9.0863934 5.3451976 7.9084401 10.1414949 NA 10.5242146 8.3625054 6.9466490 12.3911740 11.5608229 9.0348826 10.4108415 9.1546832 9.5683008 11.0093610 9.0878733 10.3479935 9.3427083 3.4506966 10.9890540 4.9726421 1.9726559 8.3686370 3.5576061 10.3548045 -0.8346990 10.0830338 5.2313786 5.3048396 NA 3.5915478 11.8208195 10.6328944 10.7935065 10.9629503 9.4827015 9.5331239 6.6607447 8.7483717 11.1341356 10.5200891 9.3753512 9.6257446 11.6916658 6.4506916 9.3144008 -0.8346990 -1.8349564 10.1827932 7.5533060 8.8082431 8.5370654 10.4209075 13.3896297 11.2537458 -0.2498223 10.3439536 13.1294943 10.0691706 -1.8349564 5.5806068 2.4132149 0.4871776 6.9564517 13.8980657 9.1504190 7.8605172 11.5840638 -1.8349564 9.1841843 9.5787527 10.0444891 8.7900842 7.9613281 11.7718097 10.9635581 10.4297313 8.9268401 4.1652849 8.9050692 9.3563481 4.3182807 7.0683269 10.5376097 -0.00415460 0.00055459 0.00300260 -0.00484610 0.43260000 -0.00221680 -0.00968060 -0.00595220 0.00055459 0.03284500 0.03284500 0.03284500 0.03284500 -0.00415460 -0.00415460 -0.00415460 0.00055459 0.00332990 0.00300260 0.00300260 0.00300260 -0.00124730 0.00638710 -0.00512270 -0.00512270 0.00388540 0.00013863 0.00013863 -0.00885260 -0.00512270 -0.00512270 -0.00277070 -0.00277070 0.00000000 0.00430210 -0.45843000 0.00055459 0.03284500 0.000 0.000 0.000 0.000 0.423 0.423 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.458 -0.458 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.423 0.423 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.458 -0.458 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.433 0.433 0.000 0.000 0.000 0.000 0.000 0.000 10.9264245 12.2491005 10.2855267 13.2918320 8.6349305 -0.8346990 1.4872291 9.8872424 10.3593377 0.7502635 7.4939635 7.8795342 8.6175299 16.0367669 8.2672642 9.5134637 6.5999173 8.1325152 8.2178569 7.4530014 11.6943532 10.2636500 3.2527487 9.8239466 9.9143201 10.1747676 6.7540029 10.2524200 10.7292000 8.1695092 12.3115344 5.2842291 7.2232806 8.0494592 7.9981786 10.2504293 9.757746 10.450113 9.217177 NA 10.407867 9.282282 9.311858 10.196645 3.374747 10.287470 9.208316 6.315035 5.284229 9.412029 5.422677 13.382376 10.174768 9.540871 12.925593 12.937655 6.949924 9.366187 10.054793 10.725860 10.082288 10.740213 5.801914 4.735143 12.941876 4.023273 8.597831 2.688852 -0.834699 10.835945 8.459909 12.958790 8.699592 14.024629 8.719878 8.574680 4.370443 12.549600 10.778157 13.547237 11.639343 13.016696 12.412623 10.754238 1.972656 10.802819 10.437919 11.499841 8.673084 8.363734 6.916832 10.018598 12.616049 10.623183 11.276586 5.345198 6.041806 7.906756 13.587876 11.127643 11.952783 8.599917 NA -1.834956 8.710253 12.732235 9.971428 6.268577 10.681481 11.973851 12.691177 9.832844 10.895547 6.812747 10.034883 10.400705 5.641023 10.052509 12.073424 4.505141 7.857032 12.354724 8.290702 11.459048 10.429438 1.750263 14.538834 6.749124 6.761478 7.761031 9.344576 9.582086 9.641022 9.419136 9.092326 9.798738 11.799986 8.718918 9.705417 11.098795 10.515952 10.315988 11.471066 2.252749 10.964773 4.165285 12.898231 9.116573 7.823500 9.693255 9.976278 12.707897 4.704446 9.712665 3.557606 10.702507 10.908019 10.754706 12.391174 10.970226 8.953191 10.347993 10.616242 9.890655 8.690810 9.992234 9.929746 1.865721 2.809147 NA 10.099717 11.296971 7.779998 1.165301 9.184184 8.386876 10.815443 TCGA-BQ-7060 53 0 NA 214 kidney stage i t1a nx m0 23-10-2014 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA american indian or alaska native not hispanic or latino 162.40.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.79018817 10.69788500 7.69065734 10.07106704 10.37448756 7.74335474 8.83652886 11.67821116 8.50779345 7.95476513 6.40162705 3.10569484 9.83166985 8.26700668 0.88330800 6.69921985 10.87435189 1.62025795 9.95655156 10.52143673 3.05323300 10.69172782 10.68608814 10.25870405 6.40162705 15.72644665 8.31931987 10.40817071 4.56512798 10.09843101 7.42762293 4.29834306 3.10775481 8.19164161 10.18479874 8.45315826 9.52836053 9.49923859 9.96988105 9.39307764 6.53674454 13.77420012 11.22073865 NA 11.31949358 10.06876028 8.35497793 -1.70181093 6.94219661 12.85196935 7.93858515 9.94669768 7.96545185 8.62925679 10.77483317 8.46324684 10.73574107 -1.70181093 9.20071522 -1.70181093 -1.70181093 9.76186450 2.46827050 8.35497793 10.91028700 9.59008642 8.69708363 10.26592664 8.92496181 11.39354089 9.33794452 10.45030791 14.36131372 1.46827050 10.91828485 11.34085442 10.63902473 8.86724630 11.22611802 NA 0.88330800 2.20523610 1.46827050 4.13122728 12.88968708 6.96367641 13.50885921 9.67337957 11.04191222 2.94219544 8.26268073 5.59296227 11.51129235 11.87328830 11.73221755 6.93858456 9.05072071 10.24853140 1.62025795 5.48816470 5.29833939 0.88330800 10.11652279 13.20490187 10.00526776 6.40162705 10.05322757 6.74955170 9.57911074 7.29551917 10.30899754 11.89476279 8.33038585 5.36442886 8.91420871 10.66984448 9.11292241 11.65437928 12.07703325 11.21253827 9.97209078 8.94416064 6.03622857 12.41817281 9.33313902 9.98308866 8.90474540 9.01687290 NA 7.42762293 10.32036102 -0.06945188 9.82075481 11.13655914 8.34136715 10.95543516 9.37448767 10.61405570 11.08460970 10.37315052 8.69819486 4.60211833 7.15008946 10.20935747 NA 10.53793860 7.91855976 7.26988407 11.56410161 11.21496600 9.71143898 10.32797237 9.73661215 9.28062069 10.91374213 9.25471615 11.11951609 9.42955404 4.70772908 10.12449125 6.76186500 4.07970237 4.77407542 2.62025795 10.90936487 0.62030488 7.72040502 4.53214861 3.20523610 NA 1.10567808 11.77166530 10.49524955 10.65671650 10.54774979 9.86629617 9.01086710 6.58960321 7.53674454 10.74231963 10.37882447 9.49617111 9.85532496 10.24305209 8.72355583 8.65038330 -0.70157629 -0.70157629 10.46073141 8.44554505 8.56746673 7.89452980 9.68958362 11.78994268 9.97605970 1.46827050 10.92541788 14.06918458 10.54091874 -1.70181093 1.29836506 1.46827050 NA 7.53435425 12.69467726 8.44172332 8.58605238 11.09174016 -1.70181093 9.44745212 9.12772200 10.23276807 9.94309762 6.54151329 11.51614632 10.50657437 10.23534592 9.33275380 3.94219544 9.57038665 9.61857656 5.27573343 6.01943950 10.75879593 -0.00110870 0.00972760 0.61063000 0.00083195 0.61516000 0.00055459 -0.00899060 0.59062000 -0.02575600 0.09783300 0.09783300 0.09783300 0.10106000 -0.02999400 -0.00110870 -0.00110870 0.00245850 0.60138000 0.60138000 0.60138000 0.60138000 0.00000000 0.00083195 -0.00180140 -0.00180140 0.00055459 0.00610900 -0.00346270 -0.00899060 -0.00138580 -0.00138580 0.01126100 0.01126100 -0.00193990 0.59512000 0.00208050 -0.02575600 0.09783300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.591 0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.611 0.611 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.114 0.114 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.595 0.595 0.591 0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.611 0.611 0.000 0.000 0.000 0.000 0.000 0.000 0.615 0.615 0.000 0.000 0.000 0.000 0.114 0.114 10.7961919 12.5199272 11.2854264 15.2342993 9.2834704 -0.7015763 1.6202580 9.3957138 10.3430791 -1.7018109 7.9276968 7.0431739 8.8567607 14.7549191 7.1280624 7.6906573 7.2641245 7.9547651 6.5883594 8.3590362 11.8364077 10.6166004 2.1057116 10.3300413 10.9010389 9.7961918 6.2641235 10.1889844 10.3127093 7.4455446 11.8970835 1.7577913 7.2112293 8.5848979 8.8160096 10.2312930 9.2834704 10.1813651 9.5120518 -0.1166920 9.4844544 8.9466975 11.1282609 11.0646619 4.1056948 10.5010761 9.7587960 7.0194395 4.2052283 9.5456742 3.4682705 14.0447494 10.6258927 9.3990025 13.2728891 12.8547862 7.0927561 7.9987800 9.9024300 8.7024172 10.6679374 10.2238946 4.4480882 6.1748578 12.8881082 0.2983064 9.3522659 1.6202580 -1.7018109 10.5572005 9.1185191 12.1284591 8.3684611 14.3613137 9.1032778 9.7781203 4.7033112 8.5367449 11.3882870 14.3213146 11.7322176 12.4184159 11.7920704 10.6083848 0.2983064 11.1336010 10.3485288 11.5158434 8.8110805 9.1129224 7.4094758 9.6426359 12.7022175 9.5077935 11.3291779 5.4582114 6.6949442 7.8776559 12.7451843 11.5438928 12.0257288 7.6426359 NA -0.1166920 9.3116627 12.1572924 11.1967525 6.7901934 10.7138178 11.6973509 12.4636396 10.0031083 11.3771580 5.4682640 10.8872889 9.1000483 5.7659457 9.9547650 11.0586275 2.2983357 9.3844762 12.7627550 9.0755955 11.0523924 9.8748245 1.1056781 14.8759754 8.1593027 7.5462679 7.8001771 7.7557208 9.4140340 9.8041517 10.1047648 8.8481246 8.2320309 11.4076810 9.1145237 8.5929608 10.7451649 10.0598913 11.1685121 11.3741534 0.6203049 10.7005528 4.0532243 12.4781046 9.3413674 7.4906327 10.0532276 9.6583311 12.1575836 1.1056781 9.2926934 1.4682705 10.3203610 11.1669697 10.6356832 11.5641016 11.6095207 9.3386299 11.1195161 10.7564903 10.3622676 8.7225063 9.5889350 9.6275758 -0.1166920 -1.7018109 NA 9.1406905 10.5537140 9.9430976 NA 9.4474521 8.8490870 11.3996592 TCGA-BQ-7061 83 0 NA 218 kidney stage i t1b nx m0 19-3-2015 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.50.0 NA NA 1 3 4 2 1 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3221711 3.5013882 10.6770231 8.7024581 10.3426866 10.4208153 7.8437766 7.9340258 11.3581123 9.6462854 8.2254109 5.7237770 3.6636520 9.9545571 9.4191116 4.3378823 5.7015241 10.9372511 2.6326405 10.4846495 6.7565256 5.3282369 11.1592472 12.0922387 11.0674385 8.1548267 15.9570113 7.5664476 11.0798919 3.9670487 10.2126827 7.1090669 6.2070983 1.3075451 10.9282482 10.6636559 8.5237521 10.3194339 8.8664571 9.0676196 9.1034205 6.9196380 13.8736017 10.9427478 -1.8911076 11.5483784 9.9989018 7.1146918 NA 6.1479864 12.3949749 8.8580982 10.8230978 8.3793623 8.7699542 11.7420622 9.5179274 11.6847055 1.8094968 9.2331882 0.4310345 NA 9.9658815 5.1643478 8.3390875 10.4710107 10.6566845 8.5989149 9.9631562 7.1397345 12.1559684 9.7177839 10.9427478 13.2566694 2.3569889 11.3579967 11.0183976 10.2651501 9.2746020 10.5024574 -1.8911076 1.6940333 2.8639583 -0.8908401 6.6009194 13.9920443 9.8441998 12.6853742 9.8597739 10.9610112 1.1090931 7.3282351 5.8904272 11.2637269 10.0372151 12.1249559 6.8739387 9.5369036 10.5189882 3.9164193 3.1534649 5.2175913 -1.8911076 8.4309952 13.9085510 10.5444768 10.2162840 8.2267099 5.5848002 9.2802437 8.2727166 10.9898845 11.7911837 7.8656232 5.4753897 9.3545247 10.6183471 8.7511186 11.8835452 12.0464408 12.0989936 9.9268501 8.3909969 5.4223137 12.3702804 9.1383542 10.3173014 8.9760987 7.3038237 0.9164002 8.7699542 10.3646857 2.9926959 10.5488148 11.0055886 8.8310206 10.5865723 8.8146994 10.5651646 11.0288614 10.5592473 9.0846856 3.8904272 7.7797233 10.4371809 -1.8911076 11.4455735 8.2097292 6.3990856 12.2648339 11.1751562 9.5295535 10.0636268 9.7547254 8.9002298 11.2113889 8.6277203 9.7681709 7.9732531 3.6326288 10.5996672 5.7601198 1.8094968 8.2739741 4.1965284 10.6465281 4.4666206 7.8741041 5.4149473 4.5685004 NA -0.3059667 11.8206264 10.3255098 11.1025362 11.1162695 10.3093525 10.0623650 5.7535724 8.5035296 10.7973173 11.3680746 9.6593327 10.3357802 11.6929724 0.9164002 9.7823761 -0.8908401 NA 10.0297920 7.7052571 8.7645976 8.3723362 10.0479115 13.3221332 11.8192277 -0.3059667 8.2241107 12.6333026 9.7995015 2.1965441 3.3079530 -0.8908401 0.6940333 7.3617324 12.6630562 9.6506477 8.2460579 11.9302430 -1.8911076 9.1751560 9.9281444 10.0973967 10.0167087 7.9514176 11.2973467 10.1185457 10.4718327 9.2377057 4.5520081 9.1272672 9.0913476 2.9179663 5.9757288 10.8263150 0.0000000 -0.0242510 -0.0224260 0.0639830 0.7965800 0.0341130 -0.0058140 0.0376770 0.0503920 0.0505340 0.0505340 0.0505340 0.0505340 0.0000000 0.0000000 0.0000000 0.0468420 -0.0144290 -0.0144290 -0.0144290 -0.0144290 -0.0263370 0.0437230 -0.0207690 -0.0015867 0.0125160 -0.0122210 -0.0122210 -0.0058140 -0.0022168 -0.0022168 -1.2929000 0.0026357 0.0059700 0.0311550 0.0093098 0.0503920 0.0505340 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.729 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.729 -0.728 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.797 0.797 0.000 0.000 0.000 0.000 0.000 0.000 5.5602778 12.5603425 10.3866450 15.2340869 9.9300436 -0.8908401 3.2383436 10.2450968 10.3498613 NA 7.5948963 7.2638851 8.9498448 15.0397004 6.6482253 7.3498580 7.4710110 4.6940277 7.1286574 8.7538245 10.0730467 10.5308688 3.2789958 9.5659347 10.9555368 10.0683445 6.5928831 6.1090680 11.3314091 7.1643498 12.2406716 4.0398052 7.0977519 8.5695230 10.1244821 10.4973534 9.2758577 10.1892183 8.7699542 -0.8908401 9.8664569 9.9148109 9.3787782 10.7454650 5.1314331 10.2761714 9.3944691 7.2280077 4.8095071 9.8784916 5.7529225 13.7079918 10.5037976 9.4202476 12.5399115 12.8044040 7.4927713 8.9002298 10.0178348 7.9514176 9.6321388 10.1027130 4.1314331 6.2123553 13.0614442 4.5685004 9.9459063 3.5684943 -0.3059667 10.7508929 9.3148603 12.5560210 8.8969696 13.2566694 9.7292868 8.9451172 4.0255427 7.2588138 11.5422612 15.1346175 12.1249559 11.8831334 13.2727953 10.3776090 0.9164002 11.2923922 10.3010515 11.1628232 8.3546197 8.7511186 7.3233863 9.9654925 12.7284846 9.0256930 11.7420610 5.7955670 7.2357711 7.7654917 13.5648235 11.2892869 12.4107775 8.2814943 NA -0.3059667 9.6380094 12.4441083 11.3711603 5.9292466 10.8397494 11.3099656 12.7392203 10.2556356 11.2690959 5.1534608 10.6484681 8.9709293 4.8233112 9.9572987 11.9095928 5.2175913 7.4666190 12.4423572 9.7126933 11.2338345 10.3050543 1.9164384 14.3399130 7.7709341 7.0189601 8.2216760 7.7990646 9.1438658 9.8726943 10.5159974 9.1548267 6.4927713 12.0873305 9.5613082 9.1791878 11.4587629 10.3249033 10.5426524 11.6315259 1.5685186 10.1115305 6.6009194 13.0352772 9.1418016 7.8505338 8.2267099 9.3827053 12.6242124 3.9670487 9.1355905 3.4309944 10.3646857 10.9138030 10.6634160 12.2648339 11.5759082 9.3148603 9.7681709 10.8848830 10.7692077 6.5056718 9.5888473 10.3605494 NA 0.6940333 -1.8911076 9.8327279 11.5969070 9.5756533 4.6168634 9.1751560 8.6760724 10.9549490 TCGA-BQ-7062 64 0 NA 116 kidney stage i t1a nx m0 23-10-2014 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 162.40.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.8230971 10.1194748 9.3806253 6.9681380 9.2461102 14.7971027 10.2337841 8.4264291 15.6587438 8.1408487 11.3226274 5.0999264 10.3133990 7.3823914 4.3124764 3.9126403 8.9015469 10.0421338 8.5020266 9.8858608 9.1738572 9.3369675 9.2363905 6.7628936 13.2613202 11.1056419 NA 11.6441261 9.6402489 8.3124728 NA 7.4241444 12.7972269 8.5800294 9.1056419 7.8056426 8.3870911 10.8966118 8.1738575 8.6211984 -0.2924752 9.5394460 3.2101083 3.7664998 10.3776769 3.0295412 8.8624291 9.9918567 9.6559780 8.6791546 10.1024309 8.7897599 11.9107305 9.4022589 10.2947633 13.2020081 0.7076131 11.5712616 11.1648207 10.8269843 9.0622275 10.5071623 NA 2.3705828 3.4445743 0.4445611 5.5820802 13.2913597 11.3818031 9.1656756 10.0083447 11.4184173 4.2311712 8.4184172 4.0533894 11.1598521 11.8084922 11.4866065 8.6004065 9.6393333 11.0435594 4.2101083 4.2925756 9.2755670 -0.8772610 9.0636960 13.2530178 10.8812880 11.4951054 9.7524603 7.3321019 9.6309383 7.7719047 10.4221941 11.4318405 8.5095886 5.6925053 9.8937952 10.8154818 8.5309782 11.7289379 11.2096139 11.4964651 9.2454764 9.1898137 7.0968332 12.5419502 9.0941920 9.2027997 8.3964438 9.3375746 0.1226065 8.6530546 10.4281402 1.7397185 8.8329381 10.5304472 8.1184153 10.7515495 9.1464027 10.5515319 11.5532316 9.7193041 9.2658785 4.9930131 8.2034660 10.0377808 -0.2924752 9.3676067 8.5841278 7.1394562 11.9874149 11.3478558 9.1042156 10.3970265 9.4613847 9.0629619 11.0619705 9.2532190 11.1536603 8.3284416 4.4624974 10.7237227 4.6462087 3.1226562 6.7483566 2.2101083 10.5095886 2.6462087 9.0956280 5.1806412 5.6304433 NA 2.2101083 11.7139369 10.8334548 10.6974784 11.3244660 7.7665044 9.1663592 6.7156655 8.8990813 10.9876083 10.6026811 9.0724751 9.5577978 11.1408486 9.2742992 9.4468290 0.7076131 -1.8772610 10.4804753 7.5106653 8.8924864 8.7197697 10.2812581 12.5351521 12.1251997 2.2925756 10.4198513 13.6372392 10.4440128 -1.8772610 3.7076131 0.9300182 2.1226396 7.0355381 14.5781040 9.2305193 8.0548040 10.8207018 NA 9.3870911 9.1569522 10.2538623 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0.000 0.312 0.312 0.000 0.000 0.000 0.000 0.108 0.108 11.3860643 12.4880823 11.0344149 13.9460903 9.4287100 -0.8772610 2.1226396 9.9170643 10.7797391 -0.2924752 7.5085111 7.6753177 8.7933045 15.1118544 8.3823914 8.6820254 6.7483566 8.1779307 7.9444222 8.4195646 11.8257949 9.9531635 4.2519311 9.7391972 10.1701131 10.1721566 9.3586626 14.4249838 10.1120429 8.5820799 12.4702594 4.8368936 7.0113916 8.8615851 8.7197697 10.0167082 9.4355313 10.3750181 9.4807500 -1.8772610 10.7031425 8.7151054 9.2944507 11.0728397 3.3321064 10.3415143 9.4172692 7.0415113 5.8437477 9.3081433 6.3466502 13.3163277 10.5447131 9.6781961 13.4183814 12.8019635 6.9837358 8.4252872 9.7492701 10.6726736 10.6107396 10.3541696 6.7410341 8.0826504 13.6799026 4.8908309 10.3773818 1.5820742 -0.2924752 9.9186880 8.4400610 13.1496904 9.5052725 13.2020081 8.9930131 8.9968613 5.7411811 11.8587332 10.6381018 13.2694954 11.4866065 12.2760421 11.9476071 10.6175039 3.8505694 10.7837584 9.3970266 10.8643260 8.6084777 8.5309782 7.4057371 9.8999037 12.7204100 10.4779994 11.4212838 4.8641168 5.9868341 9.1338756 13.1923406 11.1380634 12.2294566 9.6772373 NA -0.2924752 10.1460562 12.6771773 11.2190291 7.3917755 10.6887024 11.7795201 12.0798411 9.9945536 11.3670122 7.6695427 11.1510725 9.3272196 6.6304433 9.9527675 11.3472214 8.0927545 9.3075237 12.9574058 9.0511668 11.2210095 10.0060553 2.5149554 15.2197340 7.2333407 7.0415113 7.4336697 8.8775360 8.9665695 9.8152638 9.0761173 8.8138424 8.8126465 10.7092537 9.4479537 8.9523711 10.7186051 10.3433290 11.5112039 11.1755560 3.6144978 10.8446020 5.5572753 12.6729863 8.9579094 7.3345370 9.7524603 9.7059003 12.1234407 4.7950760 9.5128173 2.7076131 10.4281402 11.2698533 10.4605490 11.9874149 11.1391085 9.4669444 11.1536603 10.9468116 10.4627767 9.3508658 10.0310410 10.1735174 -0.8772610 0.9300182 NA 10.4688851 11.2026797 8.9999324 1.1226727 9.3870911 8.3847432 11.5959736 TCGA-CJ-4634 60 0 NA 1820 kidney stage i t1b nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 1 1 3 NA 3 5 2 2 NA NA 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.94851383 10.20570273 4.74159642 9.54224238 7.48043236 7.76021030 1.68737428 10.28457625 10.27472105 8.91151962 9.70182227 8.42754919 8.10234214 9.27813208 6.95458834 13.04839611 10.48253623 NA 11.75630350 10.59438797 7.70602903 NA 5.70362677 12.03263075 8.19590711 9.91515815 8.79786284 7.69880952 11.55345929 10.14546437 11.49821421 3.86712550 9.47057530 NA NA 10.12361499 5.76021030 8.47621641 9.58920114 9.93218891 8.92189121 8.55162368 8.97265992 11.74151413 9.62201301 10.19932193 11.63704205 -0.52512271 11.36538399 11.16873059 9.57415583 8.44059223 10.29698054 NA 1.64473308 2.72272831 NA 8.23802061 13.33565259 6.51920220 12.02182309 8.63341777 9.38320077 4.08951510 6.81019886 10.95231340 11.26291465 9.91308014 11.29838430 9.38470109 9.11866418 10.52022648 4.20273115 6.57809639 1.05977058 NA 9.56425850 13.38634052 9.51441266 10.60312465 9.84386014 7.44635136 10.51646720 7.89897437 9.99093657 12.05164668 9.72095491 6.04466296 9.69998534 10.50029377 9.33511921 11.95269280 11.95874979 10.68090669 9.82464217 8.71883902 4.52312908 11.20612713 8.54224257 10.63467939 9.54089734 10.07750699 1.47482538 8.48603534 11.14391459 12.01030098 9.48997216 11.47832603 9.42536405 11.20761147 8.46207196 10.34517280 11.11165924 9.45780172 8.14942400 5.79673531 6.58333254 10.45494769 0.47477348 9.98902899 8.76252057 7.76482715 12.65214976 9.51578261 9.25944293 10.69639520 9.99247742 9.44850538 10.65327064 8.80908126 10.58594378 7.89897437 1.93425228 11.58561762 8.33589499 2.28217289 7.17871165 3.83236346 10.71708903 7.02555487 9.74987915 5.66848225 4.77858708 NA -0.52512271 11.03800440 10.53313814 11.23802049 11.43317954 7.70122050 9.45983875 6.02501550 12.00362845 10.57612727 11.54744318 9.28939047 9.91619611 11.34478745 -1.52533034 8.28698554 0.79676386 0.05977058 9.95811999 9.18561460 8.69276578 8.52193212 9.37492014 13.89440624 14.74760188 -1.52533034 10.91878760 12.02951683 9.97763984 NA 4.62455715 1.05977058 -1.52533034 7.78542108 14.51875386 9.18905360 8.78200878 11.95003486 NA 8.85851227 8.92553486 9.38470109 10.12989153 7.94241363 11.17199288 10.25000677 10.62423764 9.91729554 8.45637536 11.14988300 8.60280240 5.78859697 8.33081338 9.57349818 0.00000000 0.01391100 0.02272500 0.02096900 0.02188400 0.00652620 -0.00816240 -0.01890200 -0.03599300 -0.06088300 -0.06088300 -0.06088300 -0.06371300 0.00000000 0.00000000 0.00000000 0.01391100 -0.72093000 -0.72093000 -0.72093000 -0.72093000 0.01565100 0.03750000 -0.72266000 -0.72266000 -0.00494360 0.00194180 0.00194180 -0.00816240 0.00491250 0.00491250 0.00944910 0.00944910 -0.00027724 -0.02342900 0.00917050 -0.03599300 -0.06088300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 -0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 -0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.9666612 12.2324064 9.3155859 13.4404571 10.2367748 NA 1.6447331 9.8312601 10.8320852 2.8671255 8.6459848 -0.5251227 9.1967617 11.9790064 7.0446641 7.8671255 6.6793788 8.0522371 7.2659713 9.0456125 10.9107387 9.8229829 1.0597706 8.6806014 9.9880421 10.2797458 7.5911520 6.1472334 11.5087472 8.4333609 11.9738716 3.3327938 7.2363596 7.1787117 9.2973790 10.7805849 10.477623 10.614999 7.921892 NA 10.586596 9.355157 4.089515 11.219011 5.074719 9.838943 9.306907 6.583333 6.858512 10.136586 7.567565 13.456598 10.016873 10.306511 13.305917 12.457354 7.710822 8.884199 9.874086 8.008138 9.441314 9.013967 4.256165 3.832363 13.156266 8.732196 9.381699 4.901074 5.044665 10.362410 9.608592 12.743496 10.231364 11.637042 9.738664 8.204429 6.546323 8.102342 10.786840 16.087036 11.298384 11.899237 12.702123 11.059066 NA 11.175031 9.767130 10.739251 9.009111 9.335119 8.246297 10.059771 12.731533 9.952060 11.583169 3.229696 5.966661 6.294986 13.433642 11.068199 12.819728 7.860670 NA NA 10.222162 12.298374 11.667389 7.460650 11.127429 11.13881089 13.10177190 11.45047695 10.23219809 6.33278848 11.79898864 9.26597105 6.38169868 10.35553952 15.35677042 6.61435943 5.63468039 13.13738023 8.87782000 11.64973378 10.59634157 0.79676386 12.86900280 5.60172028 5.90943711 8.26091436 10.28818851 9.17264452 10.28135770 8.73101688 9.20272845 6.83235966 12.91528799 10.28216304 10.44131353 10.35630450 9.97813698 10.03179299 11.01953110 2.72272831 9.95307211 6.22300157 12.99814828 9.13658618 7.78314689 9.84386014 9.17801095 12.69299291 2.72272831 9.36050453 5.55162368 11.14391459 10.66154137 11.14745445 12.65214976 11.16283980 9.36810961 10.58594378 10.50375012 11.09609077 5.49717483 9.76712971 9.78257811 0.05977058 6.00064231 -1.52533034 9.97216102 11.41519326 10.06492730 4.56227296 8.85851227 7.85418645 10.35209221 TCGA-CJ-4635 48 0 NA 1416 kidney stage i t1b nx m0 19-3-2015 male 2004 1416 NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 65.53.0 NA NA 3 NA 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.0815771736 10.2865636525 11.1768479531 3.8574137552 12.0300214340 11.0698848600 10.5395564670 9.3798895018 15.1302201905 7.8323185178 10.5472869044 5.3213581178 9.5385872433 8.4214930428 7.0050529716 1.9994228065 8.5072229978 10.2088817795 8.6141381734 9.6159773499 9.1415354837 8.5229902533 9.8957608139 7.0438223928 13.2915343497 11.3331428805 NA 11.2894473020 10.9143405051 9.0815774399 NA 10.4141136462 11.6998681624 8.0328513167 9.9078211343 7.9966079363 6.9182920077 11.0611371830 9.2743888700 11.4145311287 2.9063134021 9.2732240016 0.5843853073 1.3213509014 9.8820715128 4.4588609855 8.1818226250 9.2390270659 10.6780285813 8.7324438945 9.7358303214 8.6196481337 11.8936702357 9.6929153419 10.3264195995 13.1383401570 -1.0005771935 11.2266081716 11.3564305112 9.9951956118 8.2591717209 9.9616014805 -0.0005771935 3.8067880376 4.6432847694 -0.0005771935 8.5288588291 13.7605640906 3.9536284283 9.7408953569 8.9002953514 9.2270442871 4.5540177998 6.5229910377 11.4797137854 11.1665329377 10.3066293113 11.2500229411 9.4700873764 9.3722935265 10.6540644756 2.6998625247 4.9994273168 3.5229847626 NA 10.7733917799 14.0637501917 10.3286641576 8.3213567647 10.0715610417 8.5711811397 10.7404740335 7.4670340645 9.3769208776 9.5405250400 9.0451882028 7.0762437490 10.1581074975 9.4024403729 8.5654825569 11.3995073701 11.5848604941 11.5441514566 9.1377002415 8.5077779936 3.5229847626 11.1370600420 8.9536246456 10.7235158998 10.8670932936 6.7938438739 -1.0005771935 8.3591780784 10.8862681529 4.9695925854 8.0607456417 10.8736413545 8.9652128643 10.9360664155 1.3213509014 9.8124078936 12.0584348503 10.3415031453 7.9925084368 5.1079514467 8.3168408495 10.5477687806 NA 11.0025949386 8.5463230549 7.4670340645 12.7211685014 9.6850532546 8.7593166496 10.3695709566 9.8535176004 9.5042473567 10.9162632997 8.8386322669 10.5702328427 7.7205274674 1.5843853073 11.2694316705 7.2801991456 3.8574137552 7.4214934636 3.7985171631 10.9342250022 5.2282453458 11.3996515026 7.3335230229 5.4088205345 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10.957619 10.351472 7.479209 NA 9.678029 8.983847 4.976707 11.097790 6.159300 10.128711 10.283096 6.599342 5.953624 10.457835 7.767613 12.859254 10.094826 10.159930 12.767199 12.386638 7.819608 8.503254 9.560716 7.825977 9.090864 9.058773 6.993782 5.491282 12.835380 8.413056 10.200327 7.387446 3.699874 10.522990 8.900295 12.525561 10.296918 13.138340 9.159300 8.194185 7.004323 9.821999 10.965213 15.613304 11.250023 11.751600 13.694330 11.124196 1.806778 11.735619 7.970972 11.850201 8.925724 8.565483 8.462953 9.996608 12.384212 11.515621 11.257994 5.189251 6.218597 6.936067 14.340178 10.493784 12.499897 5.976707 -1.000577 NA 10.739631 12.350230 11.900669 7.348156 10.602127 11.373653 13.211013 11.875945 10.326420 9.003649 11.795265 11.095814 5.643285 10.252685 13.894429 7.076244 6.043823 12.663409 8.687679 11.911195 10.484755 2.321351 12.647224 7.315393 7.352575 8.055551 9.982422 9.078913 10.207053 7.606759 9.373022 7.628785 12.882358 10.952170 10.275553 10.803559 10.049277 10.333702 11.119990 4.247358 10.111868 10.117071 13.479796 9.188017 10.317971 10.071561 9.400969 12.344695 5.208880 7.784064 5.021795 10.886268 10.679788 10.850006 12.721169 11.088879 10.392283 10.570233 10.699001 11.059993 7.237833 9.894246 10.149176 NA NA -1.000577 10.492283 12.126188 9.793844 5.740895 9.236639 7.699868 11.022836 TCGA-CJ-4636 51 0 NA 1924 kidney stage iii t3a n0 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 2 2 3 NA 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 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4.7693221 10.5557194 6.2186320 12.4135935 8.4825123 6.6835940 9.6945931 9.6011525 12.5833518 4.6234748 8.8858678 6.1563481 10.9821477 10.4165057 11.5313866 12.3567409 11.0328641 8.6891041 10.2274939 10.8930475 10.4089180 6.5118285 9.5875375 9.7027877 1.6538396 NA -0.9309853 10.1139613 11.5687626 8.7899835 5.1981680 8.6669369 7.9423286 9.9644596 TCGA-CJ-4637 52 1 2227 NA kidney stage iv t2b nx m1 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 50.57.0 2 2 2 NA 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.978964 9.170683 7.665657 10.154916 TCGA-CJ-4638 46 1 431 NA kidney stage iv t3a n1 m1 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 2 2 2 NA 4 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.5342317 8.7758654 16.3147653 7.3431351 9.9827750 4.8712670 10.6693913 7.6835203 4.9052161 3.5698070 10.0373700 9.8393684 8.9985856 10.0779322 7.9218927 8.8691182 9.2051674 6.3978132 14.4421615 11.2895209 NA 11.0848917 11.5091577 6.6588584 -0.5209764 6.7173543 12.4775397 8.7480761 8.3918386 7.7077677 9.6613436 11.6740138 8.0936589 12.1129162 3.2863045 7.3554665 1.4789718 -0.5209764 9.6325013 5.4789492 8.6362962 9.8176856 10.6178610 8.1155738 10.0918178 8.6786216 11.0826220 9.8518143 10.2529127 12.9269365 4.2863045 10.7566783 10.4929698 10.2717395 11.2668518 9.3508546 NA 3.8712621 2.8008688 -0.5209764 8.4126401 14.1345918 3.5664133 13.6089567 10.4229292 10.2077201 1.4789718 7.5978902 8.7316147 10.2846932 10.7562366 10.9363096 7.8143396 7.0563776 10.9041652 6.7918323 -0.5209764 4.8008792 -0.5209764 9.9332485 13.3587239 10.2000484 12.2330016 8.2733653 5.6286978 10.3707330 8.3149996 10.0478270 12.7363371 10.1000854 5.8187994 9.9367816 10.5219766 7.2991283 10.9036404 12.7046086 11.6835204 9.1371607 9.1687551 3.9905465 12.5999971 8.9073095 9.9073094 9.4718875 11.3504695 -0.5209764 7.0639117 10.4504928 4.3532527 9.8932222 10.8787612 8.0899742 10.3692136 7.9787951 9.6236076 11.4479760 10.3790613 9.0865569 5.3369296 7.7504122 9.5624287 1.4789718 8.5178682 8.6538751 4.8008792 11.6220136 10.6394511 8.6712421 10.6501260 12.9124043 8.2405004 11.2763271 9.3039079 9.7457358 6.1793896 1.8008688 11.0718734 5.7268775 4.3858382 10.4096866 4.6082297 9.9956342 4.5664133 8.8121048 6.6342738 4.7643515 1.0639171 1.4789718 11.5443654 10.6538749 11.2013299 13.2207322 9.4345992 8.3118391 6.9635712 9.8851543 11.1110357 10.1451733 8.1619436 9.8020040 11.8923127 2.8008688 9.5861663 -0.5209764 NA 9.8648117 7.2471338 9.3600633 8.5717064 9.8518143 11.6207371 12.2727558 NA 9.6908375 11.8282305 10.3157887 0.4789200 2.9383799 2.0639171 NA 5.4331464 14.3959949 11.3408116 5.9218933 10.5144357 -0.5209764 7.8883402 8.4789492 10.5952932 9.0103306 6.2991274 11.2709261 8.7363370 11.2017568 9.6172211 5.7827309 10.1645741 9.0181081 4.2338344 8.7761866 11.7573987 0.00555290 0.00096376 0.12491000 0.67456000 0.14905000 -0.02767100 -0.01760400 -0.00691950 0.03806500 -0.01078400 -0.01078400 -0.01078400 -0.01078400 0.00889200 0.00889200 0.00555290 0.00096376 -0.59624000 -0.59624000 0.11814000 0.11814000 -0.00628190 0.00000000 0.00388540 0.00388540 -0.03095000 -0.30686000 -0.30686000 -0.01670400 -0.03231400 -0.03231400 -0.00263220 -0.00263220 -0.58988000 0.07124800 -0.00360110 0.03806500 -0.01078400 0.000 0.000 0.000 0.000 0.140 0.140 0.000 -0.590 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.149 0.149 0.000 0.000 -0.307 -0.307 0.000 0.000 0.000 0.000 0.000 0.000 0.140 0.140 0.000 -0.590 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.555 0.000 0.000 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.149 0.149 0.000 0.000 -0.307 -0.307 0.000 0.000 7.750412 10.521977 9.535587 12.519753 8.631234 NA 4.566413 10.311048 10.642775 NA 8.840893 4.433146 8.355466 12.415403 7.122805 7.063912 6.122805 5.545039 7.253736 8.014225 7.901014 10.716159 4.122805 8.847456 9.661344 9.865889 7.115574 8.666301 10.945026 7.010331 12.561401 3.800879 7.025844 7.913578 2.478946 10.728063 8.7363370 10.2271421 9.4633676 -0.5209764 10.0287339 7.9135776 8.2570262 9.6724747 4.5233424 9.6223325 9.8851543 7.9506247 5.3858382 8.9708025 5.6488738 12.2945327 12.0125223 9.2421616 12.7682477 12.7065652 6.6884028 8.0525963 9.5355870 5.6884014 9.6526263 9.1811219 5.4331464 5.1793876 12.8341627 7.5978902 8.8365014 4.8008792 0.4789200 9.7053614 8.8648117 12.4305983 10.0918178 12.9269365 8.5978902 6.2863045 5.8673109 9.8243545 10.3260066 15.6629529 10.9363096 10.8182426 13.6994787 10.4045037 NA 11.8378751 7.6337676 10.6146586 8.8008773 7.2991283 7.7550738 10.7035539 11.5274361 8.5206085 10.3873419 6.3244398 7.7268768 3.8008792 13.4404107 11.9490997 12.2300749 10.1155739 1.0639171 -0.5209764 9.0430987 12.4971494 11.0505550 6.9946487 10.0478554 10.8276774 12.0751390 10.6469945 10.6981177 6.1654497 10.7149634 10.7274699 4.5233424 8.8254629 12.9509648 3.7268748 6.7643515 11.2308698 9.5409953 10.7986214 8.8840908 4.4789524 13.6014537 6.8673109 6.5557655 8.7996595 7.7872881 7.5396451 9.3134202 6.4447333 8.6065052 3.7268748 11.7594301 9.3783061 8.0676640 11.2721461 10.1380533 10.5736868 11.4782447 2.2862898 9.4302340 4.7643515 13.2293841 6.6082326 10.7798738 8.2733653 9.5972805 12.2822732 5.5874730 8.1264076 3.8008792 10.4504928 10.0936591 10.4126399 11.6220136 10.6344000 7.9587296 9.7457358 11.3114437 10.0991691 5.9546826 9.8053787 9.7793018 NA -0.5209764 0.4789200 9.6625847 12.3856520 7.7316150 2.4789459 7.8883402 8.6438562 9.3149996 TCGA-CJ-4639 49 0 NA 2308 kidney stage ii t2 n0 m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 50.57.0 1 4 2 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595268e-06 3.121176e-07 9.7740275 10.5119093 7.6335881 NA 9.2907988 5.7562467 11.7792881 1.4757594 1.9652856 8.0516532 10.4723504 7.9285948 10.9281829 8.7831642 11.7969874 8.3035547 11.3070429 8.0333911 8.8420580 10.0364506 8.5223140 6.7387705 10.3928094 NA 5.4205936 0.1538053 NA 9.9441561 9.3838280 7.4252705 3.6132370 8.2675498 9.5266727 10.1282221 10.9639775 10.8416206 9.3124172 5.8680521 6.8749064 10.3832272 5.9992965 10.6847016 1.4757594 10.3048242 10.3417782 2.1538053 10.3003762 9.5568197 10.0985197 10.6055339 8.3705536 6.2198965 10.3637665 8.7685175 7.8817282 4.7083969 -0.8460650 9.7795165 8.2198969 0.1538053 5.6773701 8.7462647 1.9611788 10.2138279 9.6101621 6.0486264 10.9517852 13.1133568 10.6039878 10.1289390 15.5271656 9.0471092 10.9228189 4.8817282 9.3386829 7.7831639 6.0963230 1.4757594 10.2279491 10.0120451 8.7387702 9.5578847 8.2959145 7.4299323 9.2997397 7.1706161 13.3205199 10.0977875 NA 11.3430144 10.8704728 7.7160498 -0.8460650 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7.024172 5.881728 11.149928 10.0786201 10.5228595 7.5884358 -0.8460650 9.7967617 8.9433412 5.4757367 10.9040958 5.2198965 9.8446786 9.5321024 6.3337171 7.2675498 10.5946767 6.9930108 13.2941581 9.9128636 10.6601152 13.2082423 13.7591719 8.0950604 9.0241723 9.5779739 7.0786205 9.1720079 8.6576332 7.0055572 4.3237303 12.8570623 9.6714770 10.0508967 5.3826258 3.6773729 10.0561828 9.5461251 12.8876703 10.0576895 12.7261525 9.7804292 8.2830907 6.3437311 7.6456606 10.6744263 16.0311516 11.3405564 11.4816409 13.9018432 11.0775065 0.1538053 11.0372146 11.2101066 10.5293901 9.5201297 9.4914294 7.9219920 9.8324078 13.0147975 11.4159025 11.7899790 3.3237303 5.8403071 5.4205936 13.9202930 11.0436917 12.7672518 6.8150874 -0.8460650 -0.8460650 9.9611626 12.5885661 11.5897278 7.8507750 11.1410716 11.1625863 12.9465979 11.3070429 10.0364506 7.9992976 11.4264374 9.8817281 5.6773701 10.4729152 14.1352411 5.9992965 7.9449703 13.2263305 9.0133425 11.7203374 10.7146181 0.7388111 14.1049101 6.6483029 5.7831633 8.7668419 10.5228595 9.4553038 10.3632610 8.6536534 9.2212420 6.1872313 12.1522217 10.5758724 10.4751720 10.1036343 10.3079928 10.4914294 11.3095745 4.0606959 9.6744262 6.9351674 12.8030593 9.1720079 8.0395042 10.0539196 9.2376858 12.4917082 4.2412682 9.3898217 5.4392109 11.1954668 10.4836039 10.6285276 12.8300953 11.2138279 9.5450511 10.4205941 10.5184894 11.0253548 5.6616014 9.4345784 9.5299330 2.4757334 8.2577508 -0.8460650 10.6219225 12.0104743 10.0696870 5.4757367 8.4847246 7.6812848 10.1523980 TCGA-CJ-4640 49 0 NA 1998 kidney stage iii t3a n0 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 50.57.0 2 2 3 NA 3 3 3 2 NA NA 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.05852431 9.93503492 9.19721645 6.66338020 14.55871675 NA 4.42775365 NA -1.52657673 9.20402575 9.95636352 7.18091465 3.22844931 9.17226023 9.33386668 9.47144071 11.66954282 10.54031745 9.45868590 5.99711850 8.71196013 9.79379203 7.20147606 11.78061399 6.56101905 10.53323803 10.64816917 3.28091179 11.51675373 8.95636338 10.46543162 10.91546227 8.54501774 8.32842406 10.21263147 10.41826396 8.17918806 6.68787533 1.28089694 9.52067937 8.02814422 2.17399087 6.44509929 9.91338641 1.28089694 9.08826538 8.97936717 2.47355315 10.28952315 9.81563018 11.30248534 9.64097369 14.20421141 7.96139528 11.38513478 4.51794963 8.56631286 7.74967974 6.95333625 2.28089694 8.29851444 9.01465210 9.32374227 9.20317619 9.12729640 8.37743744 9.18177717 6.28090993 12.81569966 11.05357853 NA 11.50766666 11.11891448 8.38344856 NA 6.43934055 11.97849861 7.72858381 9.92888282 8.95131386 9.71375062 10.23219521 8.67445430 11.29122274 2.05852431 8.87656759 1.47357913 -0.52636892 9.67506680 6.20147508 8.23177895 9.76357441 9.77276356 8.30802679 9.89035306 9.23094558 11.85142623 9.23094558 9.71672945 12.69037715 2.79547605 9.84641512 9.95585925 10.04814912 6.62837409 9.57618746 -1.52657673 NA 1.64348681 -1.52657673 6.16005696 13.77747895 11.45815199 14.47141862 10.13355145 9.85671980 4.81340668 6.97738182 10.81896078 10.89667147 9.75316610 12.39043425 7.82890635 9.18951746 10.86721410 5.89982093 2.56100835 4.30644453 -0.52636892 9.05287150 13.48840420 9.91338641 10.09743698 9.30010404 7.79548385 9.64660803 7.56631286 8.75721097 13.73340912 9.13533375 5.94116032 9.85031578 10.48931904 9.37064469 11.28091045 11.71001825 10.95409334 9.92012192 9.08255890 0.87954894 11.75389134 8.94827553 9.23344376 8.96239979 10.50180694 5.18779941 8.24173962 11.33192512 5.68125247 7.93468692 11.72222436 7.92476679 11.21859956 6.48478262 9.80279131 12.36761539 10.41019342 7.88589279 6.49036315 7.67077237 10.54468263 NA 10.63720521 8.31590582 6.68300862 12.37988246 10.08411902 8.91857050 11.11153881 9.79153328 8.96841106 10.66221859 9.29053914 9.87603464 8.66214425 1.47357913 10.02189581 8.17225998 2.17399087 9.66523162 2.64348681 11.18069894 5.02814477 9.67690347 6.02937116 4.11741246 NA 0.05852431 11.04008529 10.07857194 11.53661348 10.73153262 10.02814435 8.72029625 6.10553352 10.77562320 10.72622097 11.16355351 9.24669476 9.48617998 10.90609742 5.28091179 8.64848126 -0.52636892 NA 9.88876912 9.34006172 8.66708102 7.83110769 9.65532893 12.35428696 12.91675811 NA 11.63452992 13.64863721 10.35428696 2.05852431 2.28089694 1.05852431 1.28089694 7.05098484 13.69124823 7.93093658 8.08826512 11.53812989 1.79547605 7.37442224 8.70892350 10.16660687 9.63783391 7.51247422 11.71121366 9.23011197 11.15391507 10.29453219 7.69755700 9.29532952 8.10655090 3.79223067 6.57158732 10.21586494 0.40018000 0.03911100 0.41285000 0.00158120 0.00310790 -0.45172000 -0.00548200 0.01034100 0.00185870 -0.08474000 -0.08474000 -0.08474000 -0.11064000 -0.43611000 -0.43611000 0.39896000 0.03911100 -0.44820000 -0.44820000 -0.44820000 -0.44820000 -0.00063738 0.00158120 -0.44756000 -0.00631130 -0.44659000 -0.01238200 -0.01238200 0.00499000 0.00283030 0.00283030 -0.01747300 -0.01747300 -0.43784000 0.00992290 -0.00534370 0.00185870 -0.08474000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.036 0.400 0.000 0.000 0.000 -0.165 0.000 0.000 -0.035 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.447 -0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.036 0.400 0.000 0.000 0.000 -0.165 0.000 0.000 -0.035 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.447 -0.447 0.000 0.000 0.000 0.000 9.762422 10.692421 9.462240 13.340834 8.931962 4.117412 2.932987 9.237598 10.527658 1.473579 8.776194 3.427754 8.629639 13.809644 8.360776 8.680570 6.167043 8.165299 8.288939 8.261458 10.810062 9.335418 6.194654 9.230946 9.852392 10.374045 7.459397 14.165490 11.388875 9.189517 11.989125 3.380452 8.172260 8.066013 7.290540 10.566313 10.38756686 10.43500522 8.36381981 NA 9.83714285 8.99515603 8.74968007 10.10745890 5.39242047 10.28332361 9.94167049 7.45939719 6.62837409 10.32022121 7.24834223 13.41707768 10.58044561 10.16005608 13.15589181 12.59977603 7.29373464 9.96340346 9.79942313 9.10655064 9.65470780 9.52680261 6.36229805 6.89140825 12.85015577 8.39241875 8.50697873 3.86586934 0.79551761 10.65594988 8.65719088 13.10779938 8.56234394 12.69037715 8.64723283 7.95737140 4.76688664 11.48897059 9.95080782 14.72168695 12.39043425 11.25060534 13.22938198 10.44186231 0.05852431 10.12370977 10.69484059 10.81340556 9.17832374 9.37064469 7.77961693 10.77876233 12.65097507 11.41607003 11.16660681 5.31904704 4.25491901 4.45083514 13.84997128 12.00688527 12.15863279 9.16442653 -1.52657673 NA 10.65966978 13.16366266 11.30067790 7.14598104 11.12796783 10.6609076 12.5465255 10.0878053 9.9350349 7.6105465 11.5824066 11.8656046 6.1459810 9.7693245 13.5278389 7.2014761 7.2841273 12.6184480 9.7676018 11.6605983 9.4889706 2.0585243 14.0310791 5.9243541 6.2014751 8.7845998 10.2255180 8.7332987 10.4324707 8.1299805 8.9753926 6.6927243 11.8536107 10.1060964 9.0706770 10.5784819 10.4054010 9.8139620 10.7618449 3.2284493 10.6695428 4.7589587 12.1225680 9.0946916 7.4679087 9.3001040 9.4819631 13.0583419 3.5179559 8.7554855 5.6927229 11.3319251 10.4504776 11.7143468 12.3798825 11.4155201 8.9853083 9.8760346 10.3454608 10.8208558 6.2937346 9.6302708 9.0127145 0.4735272 2.7954761 NA 10.2590080 10.2548743 8.8776326 3.6028369 7.3744222 8.0357982 10.4494035 TCGA-CJ-4641 55 1 1661 NA kidney stage iv t3a nx m1 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 2 2 2 NA 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.7841205 10.8087712 7.7190253 12.4997797 7.2162938 11.0967339 7.8489427 4.6966560 9.6917180 9.2425873 7.2512466 13.5765280 NA 6.0095398 0.6966171 NA 10.0214007 9.9998676 7.6910113 4.3113651 9.6667635 9.4615292 10.2646137 12.2292571 10.3499505 9.1499282 6.8207789 6.4780172 10.1086981 6.8051815 11.8886421 6.2588995 10.0197123 10.4975575 3.9061113 12.0726473 9.2740864 10.6453899 10.7050862 8.2280389 7.1437403 10.2440052 9.0453856 7.9398313 7.4074641 -0.3032939 10.2319330 8.9170361 1.8665915 6.8103994 10.1081686 3.2202216 10.4631865 8.0868267 4.0185897 10.1672860 11.5429315 11.2226677 9.2560348 15.4685597 7.9012289 10.6065507 4.6966560 10.0174582 7.5263803 7.4313672 2.1121330 9.2348466 9.2474044 9.1134552 9.4431719 9.1550641 8.0208383 8.5639364 7.2928471 13.4825698 10.5585199 -1.3032939 11.3730555 10.9852526 6.9206589 -0.3032939 7.3039880 11.2103852 8.0253323 10.2764449 8.4730908 9.6340314 11.5243972 9.6924248 11.4446114 2.5040101 8.3849081 3.4515408 NA 9.9097619 6.8815325 8.8038747 9.6325592 9.9975822 8.3076826 10.1764378 9.2416221 11.7738172 9.2358163 9.6753680 13.6411867 4.2512495 11.0580586 10.9513910 9.6214700 8.5747086 10.2024691 -1.3032939 1.6966616 0.2816686 NA 7.2965703 13.5172853 7.7761422 12.4831314 9.5160384 9.5647085 5.2044538 6.8413153 9.3857820 11.1252795 9.8963300 11.6258605 9.6710722 9.5685629 10.4735018 5.8362095 2.2816092 4.4780205 NA 10.0021493 14.0299527 9.6369711 10.4368600 9.6065507 6.5670221 10.1794655 7.5390083 8.3691537 12.2181354 8.5747086 6.1804741 9.9239848 9.6725056 8.9958655 11.8014202 12.0569560 10.9024509 10.0657096 8.6682010 4.5660358 11.4849681 9.6332955 10.0010090 9.5967697 9.5216163 3.2202216 8.2853722 10.9097619 7.6631916 8.7761557 11.3835958 8.3849081 11.3486062 8.4615294 9.6710722 11.5823540 9.9924266 7.8713089 5.9061113 7.6537594 10.3150431 0.2816686 10.3910155 8.3866558 7.1187221 12.2706598 10.8198091 8.8715834 11.1739099 11.1594154 8.6303483 10.6891393 9.0264540 10.3182516 9.4837438 2.6966616 10.6782248 7.0185852 2.6966616 9.9558123 3.6035492 11.2930803 5.4648414 9.9970674 6.6886336 5.6739380 -1.3032939 1.2816092 11.1372673 10.3436662 11.1550642 11.4104737 8.8489424 9.5853932 7.3251759 10.5421477 10.3145842 11.0528344 9.1530121 10.0744104 11.9998676 1.2816092 8.0868267 1.6966616 NA 10.1789613 8.9622725 9.1447740 8.6259159 9.5287565 12.7868528 12.9503574 0.6966171 9.9698704 13.8258199 10.1890116 0.2816686 4.8464031 1.0185630 NA 7.3512935 14.4817269 9.5515260 8.1017567 11.5186308 NA 8.8502097 9.1786992 9.7768089 9.3778959 7.0846745 11.8651731 9.5247940 11.1031284 9.9067200 7.9493231 10.5869219 8.8451340 4.7875108 8.2743698 9.9445851 0.09196300 -0.00041094 0.01575700 0.34078000 0.00674550 0.02687600 -0.00089028 0.01385200 0.00897230 -0.01446600 -0.01446600 -0.01446600 -0.01056700 -0.12039000 -0.01357800 0.09196300 -0.00041094 -0.30949000 -0.30949000 -0.30949000 -0.31849000 -0.00476640 -0.00421310 -0.00545780 -0.00545780 0.00000000 -0.01799900 -0.01799900 -0.00089028 0.00140870 0.00140870 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6.0185852 10.0426173 10.1622240 6.4381248 7.2512466 10.0387323 7.1601820 13.3357722 10.5834973 10.1150373 13.4575335 12.6970978 7.9158262 9.2522054 10.0905843 9.2211992 9.3396118 9.4515452 7.5168362 7.0049968 12.7283588 7.4812925 10.4615292 5.2816204 1.2816092 10.4755561 9.1885107 13.1995515 9.9987252 13.6411867 9.1437408 8.1291995 6.8841583 10.2167851 10.6667635 15.7388941 11.6258605 11.7989614 13.3209390 11.0498045 4.0889726 10.7172903 9.3141250 11.1218735 9.2483660 8.9958655 8.0846750 10.2034611 12.4851720 12.2183807 11.5390079 6.3761375 6.6095467 4.3690826 13.4743706 11.3046814 12.6918064 8.4398089 0.2816686 -1.3032939 10.3739368 12.9881161 11.7941795 7.4313672 10.7624103 11.014070 12.965419 11.096734 9.691718 8.625916 10.896943 12.207793 6.871584 10.054210 13.198370 6.805182 7.691011 12.161563 9.274086 11.850843 10.213343 1.281609 13.954487 7.639465 7.454881 8.885728 9.848308 8.571639 9.770799 7.393626 8.927879 6.000437 11.487820 10.468972 10.289115 10.431367 10.315502 10.151471 11.644112 5.220218 10.672506 5.915827 12.428160 9.109227 7.438125 9.606551 10.076242 12.712160 7.329653 8.154038 5.354868 10.909762 10.518432 11.336677 12.270660 10.979456 8.732831 10.318252 10.643564 10.509404 6.901229 9.597524 9.763420 4.762747 2.504010 NA 11.659011 11.178903 9.150957 3.281624 8.850210 7.968121 10.317794 TCGA-CJ-4642 47 0 NA 1628 kidney stage ii t2 nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 2 NA 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.399134 11.242792 3.867748 NA 9.856437 6.568192 10.602462 2.867758 NA 5.675107 8.774643 9.406911 11.971040 6.568192 12.062509 9.595673 8.912146 8.700642 NA 10.143877 8.955215 8.260069 11.115680 2.867758 3.867748 NA NA 9.115680 10.153154 8.294017 6.568192 8.422341 9.452715 9.189680 11.185165 9.525964 9.997035 7.912146 NA 9.452715 8.077206 9.798489 6.867752 8.845032 10.422341 NA 11.042678 8.955215 10.399134 10.725733 7.452715 8.260069 10.251456 9.955215 7.997035 9.153155 3.867748 8.511608 9.786615 NA 7.912146 8.845032 NA 10.668652 7.391314 6.037677 9.482462 12.867752 12.779144 13.263286 15.030458 7.391314 5.452714 7.391314 9.713242 7.774643 7.037678 6.189680 8.595673 8.798490 5.189682 9.867752 9.662168 6.774643 9.609219 7.189680 13.030144 12.110926 NA 11.220899 8.855528 9.310696 NA 8.422341 11.753449 8.452715 8.482462 7.037678 8.845032 10.452715 8.391314 9.256286 8.649112 10.153154 5.867753 3.867748 8.821948 8.260069 9.595673 10.057577 8.890120 9.713242 9.511608 11.575111 11.260542 10.540178 10.960509 10.017499 9.933841 10.807214 11.157771 9.944568 8.540178 9.635936 NA 10.554253 5.189682 NA 6.955215 13.219796 5.189682 10.629303 11.756495 11.091754 6.327184 8.976277 9.391314 11.032659 10.489804 9.912146 6.675107 5.675107 10.867752 3.867748 8.077206 9.207602 NA 7.997035 13.643362 9.725733 9.482462 9.511608 6.568192 9.511608 4.867753 9.045271 6.675107 6.774643 6.867752 9.456467 8.115680 4.867753 9.933841 11.827754 11.082071 8.622640 9.622640 6.714747 12.945903 7.997035 9.965784 9.406911 10.928448 NA 7.327183 10.862106 11.533088 8.622640 10.406911 8.890120 9.525964 9.077206 10.294017 12.452715 8.774643 8.780881 NA 8.359606 9.554253 7.037678 8.912146 6.568192 8.037677 13.003461 8.725733 7.189680 10.260070 10.216480 8.511608 10.638515 9.675107 9.207602 2.867758 5.189682 10.260070 8.997035 2.867758 NA 6.675107 8.750395 6.675107 9.422341 NA 8.482462 8.649112 NA 11.615945 9.540177 10.086921 11.101372 9.525964 8.405048 7.949262 9.294017 11.194182 10.106157 7.725733 8.189680 9.171533 NA 7.821949 NA NA 10.242792 6.568192 10.057577 7.725733 10.738117 12.191933 13.291918 NA 9.077206 10.268632 11.225304 6.037677 7.511609 2.867758 NA 8.976277 13.943231 10.986693 8.700642 11.655655 NA 8.511608 8.422341 10.595673 9.153155 7.115679 11.379505 9.738117 10.225304 9.635936 7.189680 9.452715 8.845032 7.511609 10.985811 11.735031 0.0035758 0.0045800 -0.5779800 0.0179630 0.0000000 0.0122160 -0.0114720 -0.0221950 -0.0465830 3.6569000 -0.1025000 -0.1025000 -0.1044000 -0.0069837 -0.0069837 0.0035758 0.0045800 -0.5827300 -0.5827300 -0.5827300 -0.5827300 0.0143300 0.0179630 0.0090312 0.0090312 -0.6204200 0.0054139 0.0054139 -0.5991500 0.0030522 0.0030522 0.0095883 0.0095883 -0.1722100 -0.0120240 0.0332670 -0.0465830 -0.0918160 0.000 -0.590 0.000 0.000 0.000 0.000 0.000 -0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.583 -0.583 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.594 -0.594 0.000 0.000 -0.102 -0.102 0.000 -0.590 0.000 0.000 0.000 0.000 0.000 -0.172 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.583 -0.583 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.594 -0.594 0.000 0.000 -0.102 -0.102 9.581998 10.609219 7.774643 10.234074 8.225304 2.867758 7.821949 11.007304 9.971355 NA 6.955215 9.878979 7.622640 12.883167 2.867758 5.189682 4.452714 8.675107 6.867752 8.482462 8.037677 11.072323 6.774643 10.917601 8.037677 9.467665 10.225304 7.260070 10.037677 7.867752 12.700516 6.327184 6.452714 7.622640 9.294017 10.106157 10.912146 9.649112 7.821949 5.189682 9.901175 10.207602 8.725733 10.383452 6.867752 11.529530 7.037678 NA 8.976277 8.452715 8.725733 13.116866 14.553377 9.856437 13.602462 12.096571 8.115680 8.568192 9.713242 8.391314 10.976277 11.255770 13.749631 7.189680 13.935187 6.037677 8.595673 NA NA 10.327184 10.067425 12.272894 10.744269 10.017499 8.997035 7.115679 3.882105 12.559496 10.497109 14.168677 9.912146 11.395229 12.978888 10.302380 NA 11.816119 11.928448 9.568192 7.452715 4.867753 3.867748 10.216480 11.960509 6.675107 11.795530 6.327184 5.452714 8.260069 14.474458 10.798490 11.437608 7.725733 7.115679 NA 9.171533 13.170391 10.082751 5.189682 10.153154 12.077206 10.971040 8.912146 10.143877 10.816119 11.143877 10.511608 7.037678 9.077206 14.107947 8.077206 3.867748 13.521457 9.153155 11.148523 9.554253 5.189682 13.509804 6.930392 8.037677 8.030446 8.798490 7.189680 9.189680 7.955215 8.359606 NA 11.171533 8.997035 7.327183 11.082071 9.821949 8.845032 10.713242 10.318963 9.912146 9.725733 12.811732 8.568192 7.568192 9.511608 8.416497 11.032659 5.675107 9.242792 NA 10.862106 9.856437 9.189680 13.003461 9.833537 9.225304 9.207602 11.414647 11.180635 8.189680 10.460209 9.675107 8.037677 3.867748 NA 8.511608 11.077206 8.037677 7.327183 8.511608 8.912146 8.933841 TCGA-CJ-4643 67 0 NA 1793 kidney stage ii t2b n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 50.57.0 1 4 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8927385 10.7466389 15.8541217 8.9480229 9.3502563 5.2080529 9.2548756 7.4333067 5.7477875 2.6626157 9.1562057 10.1758595 8.9825978 9.5564551 8.2443301 7.9806440 9.1587998 7.6003723 13.0208857 10.5053957 1.7750927 11.7036138 10.7162164 8.0115879 NA 3.3111543 11.4293734 8.5057353 10.1060122 8.2955178 6.4699755 11.6041838 10.0230228 11.3193315 3.4975613 9.3381010 NA NA 9.9410072 7.5165620 8.8572445 9.6105142 9.9825978 8.5875934 8.5759952 9.0724703 11.8757196 9.4275819 9.8877954 12.2831872 4.5824476 11.5885319 11.4320564 9.4893408 8.4375856 10.3798338 -1.5466668 1.4531751 2.5406225 NA 8.6205853 13.5591576 3.8454800 12.3329419 8.4131692 9.4239922 3.8794313 6.7431864 10.1717001 11.3848282 9.2915833 11.7986917 9.9131111 8.8216739 10.5252999 7.0825238 4.4531686 1.0381552 -1.5466668 9.6855882 13.6787513 8.9855232 10.5535010 10.1648343 7.5353166 10.8537799 7.6601813 9.4663853 11.6262197 9.0952190 6.2923713 10.3579260 10.2258942 9.5286463 11.9488974 12.0551701 10.7096709 9.7919036 8.5853070 3.1569305 11.0154097 8.9737860 10.5131876 9.3720305 10.5740531 -1.5466668 8.8162070 11.3273802 11.9919782 8.9957058 11.5103129 9.5353162 11.4652680 8.8625583 10.3350459 10.7228784 9.7252137 8.3451635 5.2605225 6.4247105 10.5081107 2.3600552 9.7654830 9.2088893 7.6479239 12.6098824 9.6620112 8.6735455 11.3748223 10.2263065 9.7563772 10.4663573 8.8107191 10.6364925 8.0437541 2.0381201 11.4386534 7.8836196 1.9126115 4.1255932 4.6819833 10.7495100 6.9569929 10.6445350 5.9215054 4.9923243 NA 2.2605075 10.8885771 10.1823631 11.2410698 11.5877540 7.7477882 9.6217453 5.7330099 12.3906330 10.6411378 11.5500471 9.0173168 10.1691293 12.1421824 NA 7.9510189 0.4531224 0.4531224 10.0965726 9.2693509 8.5511995 8.7327780 9.5551430 13.9226819 14.9139271 1.0381552 12.1046675 12.5033560 9.9425135 0.7750927 4.5602258 1.0381552 1.7750927 8.3868579 14.5559017 9.2669484 8.9884427 12.0685670 -1.5466668 8.9649199 9.0491052 9.2500181 9.7666172 7.7863226 11.4236327 10.1060122 10.4903710 9.8907270 8.3111484 11.2512340 8.8292927 5.1206339 8.3388331 9.5333186 0.00097064 0.00255660 0.00903120 0.01924900 0.01098200 0.00543430 -0.01241200 -0.00871460 -0.01780300 -0.04020900 -0.04535100 -0.04535100 -0.04088800 0.00097064 0.00097064 0.00097064 -0.20272000 -0.49329000 -0.49329000 -0.49329000 -0.48827000 -0.15003000 0.01443000 -0.22016000 -0.22016000 -0.49788000 0.00027728 0.00027728 -0.00193990 0.00000000 0.00000000 0.00170000 0.00170000 -0.00277070 -0.00968060 0.01153900 -0.01780300 -0.04020900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 -0.220 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 8.0039142 12.0511034 9.1422917 13.6312096 10.3623103 -0.5468776 2.7750927 9.6098824 10.8517800 2.7011054 9.2970882 5.4304459 9.4886538 11.5914391 7.6130387 8.3342813 6.9248422 8.3111484 8.4838343 8.9339573 11.1731977 9.8374114 4.4975613 8.8454847 9.8433362 10.6361822 7.4015349 3.7750927 12.0698310 9.0315399 11.8231094 2.1536108 6.6180742 6.9410077 10.0144552 10.7575186 10.395682 10.603549 7.996199 -1.546667 10.663839 9.064192 3.497561 11.180450 4.896112 9.724047 9.405909 5.945020 6.705833 10.285266 7.564303 13.292519 9.944519 10.560384 13.820172 12.867245 8.315804 9.347985 9.800789 7.885709 9.564303 8.855113 6.424711 5.887796 13.067935 9.613669 8.686787 6.481073 2.260507 9.727545 10.040945 13.375984 10.481419 12.283187 9.827120 8.364559 6.528271 10.450700 11.087071 15.767742 11.798692 11.806176 12.896240 11.022786 1.453175 11.193580 10.034839 10.795798 9.157936 9.528646 8.372031 9.907981 13.045566 11.042116 11.650690 2.260507 5.691573 6.928901 13.653627 10.896888 12.907531 6.686788 2.153611 NA 11.104443 12.421654 11.567049 7.926873 11.283881 11.314448 13.330212 11.615244 10.130887 6.949022 11.593518 11.519256 7.433307 10.772839 14.912426 5.701094 8.775095 13.151398 9.077963 11.793991 10.979911 2.153611 13.314448 5.902645 6.097023 9.348235 10.489684 9.439720 10.171272 9.046558 9.226306 7.030597 12.246161 10.035309 10.640210 10.254471 10.213055 9.636182 11.373334 2.038120 10.021598 6.801896 12.918396 9.410995 8.075219 10.164834 9.248801 12.745561 4.582448 9.060498 6.208055 11.327380 10.684688 11.294338 12.609882 10.995232 9.806866 10.636492 10.393481 10.999244 6.992327 9.716436 9.564955 1.775093 2.453175 NA 11.358178 12.115293 10.146654 6.347984 8.964920 7.849772 10.181088 TCGA-CJ-4644 48 1 336 NA kidney stage iv t3a n0 m1 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 50.57.0 1 4 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 1.907385e-06 9.01673e-07 10.3368213 10.6194209 8.2186296 1.6187085 9.3677480 9.3127958 11.8569721 NA 2.9122283 7.7836236 9.2769281 4.2911394 10.3100240 8.0944499 12.2533008 11.0381502 10.5379524 10.0688969 2.3191555 9.8493375 7.9696559 6.3669097 11.7048529 NA 5.8666434 NA NA 9.1354015 9.7923937 6.2186301 2.3191555 8.4436754 9.4106934 8.3635505 11.1420335 10.7595464 9.1636811 5.7479996 4.6631112 9.9679978 7.1025322 10.8066872 3.8666410 10.8020419 10.8023520 4.1733034 11.6337831 8.6187166 10.0349864 10.9746183 7.4260718 7.2911421 10.5743520 9.4696848 7.7760638 5.5375787 NA 9.4041691 7.7986260 -1.3811975 6.1885730 9.3943270 2.7061769 9.4000763 10.9457078 5.7272398 11.5718145 10.4074350 11.3474875 9.8066872 16.5112357 8.7646487 10.0642489 3.3736065 8.5888226 7.7246250 5.0616596 1.7886440 8.5743665 9.0195960 8.7167488 9.1970894 8.2733527 8.2204876 9.5089808 6.7836230 13.7879370 10.7479997 NA 11.4969592 10.6549865 7.7836236 NA 0.2036397 11.8654572 7.0491690 9.8232878 9.6116551 9.5604979 11.1677793 9.5924141 12.1491449 1.6187085 8.9144856 NA -1.3811975 10.0088856 4.8281695 8.4579205 8.9144856 9.9817562 8.1790497 9.3959719 8.5974273 12.1586000 8.8342495 9.8666442 12.7848012 0.2036397 10.0102717 10.2526200 10.0476001 7.1500976 10.0008002 -1.3811975 0.2036397 -0.3811975 NA 7.8281701 13.5853122 8.8761043 13.0283064 9.6961999 9.7518588 4.4766992 6.8808116 10.7269144 10.6299439 9.1800046 11.6878727 7.4798037 9.0883584 10.9119009 4.2334279 3.4766927 0.6187085 NA 9.9485130 13.3698422 8.8451287 9.3069669 9.3534263 7.3329621 9.6257439 7.6130704 9.3834306 9.8690151 8.2589617 5.6848047 9.9975154 10.2621219 9.2232698 11.2935709 12.6604613 11.2425981 8.9087355 8.9652305 4.9035638 12.2362989 9.3769398 10.6215317 9.3976152 11.4376982 NA 7.9630128 11.3744388 11.8661339 9.3871656 12.0489078 8.4212330 11.3215386 8.1617486 10.2237331 11.4006910 10.2639247 7.5490692 5.8948420 5.7785871 10.1612649 -1.3811975 10.1842948 8.6507624 6.6521394 12.5593973 10.1785716 9.1235356 10.6358730 8.9485130 9.2214155 10.8441290 9.1627151 9.6151900 9.1412982 0.9406554 10.5199606 8.1923638 0.6187085 6.9541067 2.9406366 10.4856092 6.7324592 9.9833438 5.4153395 3.7061769 NA NA 10.4004862 10.2711135 10.8980370 10.0944500 9.7075049 8.8717722 6.4305730 11.0694124 10.9301811 11.3165530 8.7923937 9.7550670 11.0997592 NA 8.1598133 -1.3811975 NA 9.9713119 8.5988561 9.0954630 8.3835881 9.0013406 13.5710484 14.1859003 3.7061769 11.1356477 12.6390890 9.5450127 0.6187085 5.0259014 0.2036397 -1.3811975 7.0944504 14.6250865 8.5089808 8.0883584 11.6951982 NA 7.2407684 9.0603847 10.4766976 9.4492318 7.1500976 11.6095297 9.5097408 11.3167701 9.0344584 7.2371019 9.7499306 8.2130410 3.5729139 6.9337308 10.6407376 0.00221930 0.44088000 0.23907000 0.46844000 0.58955000 -0.00981850 -0.08133900 0.01614600 -0.01931400 0.35594000 0.35594000 0.35594000 -0.27105000 -0.03053400 -0.03053400 0.00221930 0.40866000 -0.52675000 -0.52675000 -0.50888000 -0.50888000 -0.15860000 0.46981000 0.00000000 0.00000000 -0.00981850 -0.02507200 -0.02507200 -0.10532000 0.21857000 0.21857000 0.00069327 0.00069327 -0.17208000 0.17679000 0.01377200 -0.01931400 0.35594000 0.000 0.000 0.221 0.221 0.000 0.000 0.000 -0.172 0.000 0.153 0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.191 0.191 0.000 0.000 0.000 0.409 -0.527 -0.288 -0.165 -0.165 0.470 0.470 0.000 0.000 0.590 0.590 0.000 0.000 0.000 0.000 0.356 0.085 0.000 0.000 0.221 0.221 0.000 0.000 0.000 -0.172 0.000 0.153 0.153 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.191 0.191 0.000 0.000 0.000 0.409 -0.527 -0.288 -0.165 -0.165 0.470 0.470 0.000 0.000 0.590 0.590 0.000 0.000 0.000 0.000 0.356 0.085 6.8855036 11.2290494 9.1412982 13.5480675 9.2139742 NA 0.6187085 9.1393352 11.0079043 2.5256179 9.5345961 8.6257439 8.8808116 13.6377426 7.2697682 8.1363862 6.1809594 8.2093037 7.8232876 8.3346787 9.3694235 9.5158057 6.2186301 9.1914168 10.3234849 11.1160695 6.6521394 10.9721392 11.9058518 8.6507624 12.3277843 3.2036867 6.4324985 7.4829031 8.8318209 10.8472347 9.877871 10.272010 8.267973 -1.381198 10.280940 8.489081 5.386901 10.021729 4.706177 9.966892 9.807924 6.305217 6.931599 10.183819 6.380267 13.782209 10.388141 10.591696 12.867830 12.589452 7.343230 8.673999 9.430894 8.224196 9.426876 8.898327 5.360185 5.188571 12.923781 9.225122 9.284941 3.976272 3.373606 10.832428 9.282275 12.696200 7.090392 12.784801 8.615896 7.993756 5.285898 10.064249 10.006734 15.874769 11.687873 11.220487 13.399718 10.445662 1.203702 10.969380 8.974068 10.157391 8.920213 9.223270 7.703525 9.829388 12.902673 10.959679 11.558847 1.426050 5.305215 5.674000 13.588355 11.587923 12.138967 7.082241 NA NA 11.500213 12.739360 10.712134 7.668565 10.775432 11.3351074 13.0322784 10.5379524 9.8493375 6.5195828 10.4392945 11.2800494 5.1885710 10.0061955 14.5447578 7.1025322 7.9762685 13.0123725 9.6928582 11.6569498 10.0195960 2.5256179 14.3365269 6.2213048 6.0024212 9.3605291 10.0995068 9.0376233 10.3087146 8.7402503 8.9618467 6.3191555 11.7889547 9.7898934 9.6665221 10.4320970 10.3951497 9.4657739 10.9635673 2.5256179 10.4832897 6.2407684 12.4985975 9.5988563 7.3260762 9.3534263 9.3229056 12.8437734 4.2911394 9.3893805 4.2036788 11.3744388 10.5044130 11.2596394 12.5593973 11.5812512 8.3466369 9.6151900 10.8299966 10.6244078 5.4642076 9.7855074 8.7337604 0.2036397 5.9850381 -1.3811975 10.0647661 11.3171696 9.4476466 5.7272398 7.2407684 8.1403170 9.8499378 TCGA-CJ-4868 42 1 646 646 kidney stage iv t3a n0 m1 19-3-2015 male 2005 534 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 2 4 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.68782216 12.83970467 9.22138895 9.86255151 11.67514644 10.61192546 10.34088557 8.34317727 7.44484842 9.92584814 6.60621124 11.29840750 8.02696269 10.25037328 11.70819444 4.08836212 11.92833072 10.14528858 10.51208424 9.79802167 7.47023424 6.69502083 10.11742142 9.27194618 7.72696401 6.90815601 NA 10.27878686 8.72520775 NA 6.96878197 10.11811090 2.74441947 9.61761659 11.08665475 5.81215420 12.98529398 12.31017028 10.98391585 10.61240060 16.23877431 8.57729928 9.29545190 4.21389159 9.46392954 7.59471649 9.96655376 2.21390714 7.55176439 9.76250230 9.33973823 9.82942180 9.76592305 8.51564465 9.31892981 7.58700112 13.37635564 11.03796920 0.62891354 11.85955280 10.51848655 8.92813992 NA 8.12345411 10.20194782 7.62893176 9.90272753 8.58118777 9.74873762 10.76720364 8.76677701 9.80426512 3.04397437 9.09925180 0.04390439 NA 9.65591634 6.04396999 9.33398829 9.82450916 9.38270572 8.48068076 10.09109325 9.91124816 11.90173658 9.64202190 10.00975361 12.57217928 4.21389159 10.78530999 10.51615248 9.56360566 6.74440870 9.93954469 -0.95595567 2.85131929 2.21390714 -0.95595567 6.92048625 13.67213009 7.14200185 10.18288109 9.35798607 9.77188987 4.59855577 6.02124874 10.43682344 10.69097801 9.56163869 11.32922997 9.08972906 9.59951716 10.71063719 5.47023424 3.99816842 3.68782216 -0.95595567 9.66967825 14.12869473 8.73046980 9.11274756 9.89259230 7.69502083 9.75563637 8.03832259 9.98580936 8.79551339 8.18352076 6.74440870 10.42285488 9.49105258 9.43735988 11.09109332 13.53957460 11.45150271 10.02267990 9.08425910 1.92759310 11.42388917 9.54878839 9.67787271 10.03526443 8.23626204 -0.95595567 7.91741326 11.52046247 9.08456048 6.98078393 11.44084171 8.16809091 11.00360912 7.81875663 10.04537758 12.41887301 10.26132125 8.79651729 5.45335954 8.01838381 10.41138408 0.04390439 10.14922316 9.35798607 7.74787274 12.33427627 10.29426784 9.03123334 11.49027729 9.42767363 9.40810403 10.87494401 9.04959401 10.12678370 6.59855875 2.36588847 11.23533707 6.32009290 6.08781711 5.96283355 4.59855577 10.36646090 6.23379413 11.54406430 6.69502083 5.34775068 NA 0.04390439 11.13969606 10.57046862 10.78037129 10.93613269 8.52576900 8.61382482 5.69602443 11.12245382 10.70574745 11.11308343 9.43628679 10.02482302 11.15314710 4.56753328 8.80718166 0.62891354 -0.95595567 9.95536134 8.81875631 9.40810403 8.85935277 9.88553379 13.65285946 14.25844029 4.92661148 11.66028846 13.64213821 10.31192651 0.62891354 4.36589546 0.04390439 NA 7.11543179 14.34206776 8.61572195 8.51157478 12.44684820 NA 8.58700112 9.11075812 9.96878183 9.18479924 7.30135718 11.29545178 9.75219112 10.49260190 9.36476983 8.00397152 10.81256729 9.31075591 4.99443943 7.79447565 10.19752142 0.0177780 0.0162860 0.3473000 -0.0452710 0.0209030 0.0290440 0.0048579 0.0206230 -0.0204540 -0.0528560 -0.0528560 -0.0528560 -0.0406160 0.0177780 0.0177780 0.0207880 -0.4699300 -0.4777400 -0.4688700 -0.4688700 -0.4719100 0.0000000 -0.0391220 -0.0224310 0.0202030 -0.1046200 -0.0194100 -0.4521100 0.0102850 -0.0254830 -0.0254830 -0.1563100 -0.1563100 -0.1647900 -0.0008316 -0.0899050 -0.0204540 -0.0528560 0.000 0.000 0.000 0.000 0.000 0.000 -0.156 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.358 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 0.000 0.000 -0.308 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.156 -0.165 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.358 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.105 0.000 0.000 -0.308 0.000 0.000 9.060778 11.618563 9.261927 10.843656 9.363642 2.503400 2.365888 9.466034 10.872899 3.436282 9.699500 4.470231 9.315432 13.734458 8.272788 8.852934 5.926611 8.294268 9.269177 7.825329 10.470758 9.923553 6.723449 8.800526 9.686752 10.521728 8.775288 5.716396 11.597839 8.279984 12.150850 1.851319 7.147257 7.547795 7.723449 10.768483 11.0322990 10.3078253 8.3771246 1.3659165 10.9587282 8.2989978 10.1975214 10.3765654 5.7988567 10.5161525 9.5665509 6.6513000 7.1207853 10.2263638 8.1783955 13.3786617 10.6359591 10.0663372 12.7074163 12.9460618 7.5237493 9.9058318 10.5443133 8.6438822 9.8367597 9.9908756 7.1472568 6.7786791 13.5769949 8.6968142 7.9806074 7.2288447 4.2918982 10.8383853 9.5898992 13.2728632 9.4244304 12.5721793 9.3048888 7.4102919 6.7437842 11.4042678 11.3976676 15.7536994 11.3292300 12.2591990 13.0837452 10.7812167 0.6289135 10.6246991 9.1732524 11.4704962 9.1667973 9.4373599 7.2871435 10.2643477 12.7580002 11.2924900 11.7106372 4.5985558 6.8641478 5.7988567 14.2350255 10.7039652 12.2447147 6.9508603 2.3658885 NA 10.7521911 13.0622565 11.1163968 7.5237493 10.8212247 11.6206899 12.4381641 10.2300836 10.1479129 7.9894132 10.3177650 11.3658975 6.4190096 10.0965374 13.7580002 6.6062112 8.1046653 12.6952319 8.9250832 11.7680568 10.2853568 2.0439744 13.2466289 6.9995029 6.9864838 8.5068193 10.2733891 9.0842591 10.1790374 7.8021926 8.8883299 7.2534230 12.3758660 10.2132680 9.4070089 10.8171086 10.3832627 9.2989980 10.8996165 3.1314249 10.3311046 5.9747060 12.6084535 9.1693829 7.8286043 9.8925923 9.1563567 12.6672793 6.1732534 8.8972789 5.4190096 11.5204625 10.6062118 11.1124118 12.3342763 10.7470078 9.5724234 10.1267837 11.6466682 10.7492562 6.2631377 9.9304281 10.0075880 3.3659025 0.6289135 6.6364260 10.9108619 11.0376897 9.3860440 4.2138916 8.5870011 7.9143343 9.7304700 TCGA-CJ-4869 49 0 NA 2554 kidney stage iii t2 n1 m0 19-3-2015 male 2004 2554 NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 70.53.0 NA NA 2 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.68863288 4.31940117 8.84406139 9.65893675 9.05351459 12.09603433 9.95054438 9.52268294 6.81293841 11.80857824 9.53771811 7.57662190 11.58338910 3.44069977 10.55595905 10.56499371 3.73443867 11.92061617 9.01105110 11.10970492 10.56666058 7.67386166 8.15006712 10.02480973 10.13949763 7.75797197 6.63625629 0.48655993 10.19559306 8.44070558 1.29384130 6.82190023 10.14025002 2.39338874 10.20461394 8.53090334 3.39340247 11.24358876 11.14315754 11.15295520 9.89802026 15.39413932 7.23134312 10.72102731 4.44070641 9.58914120 7.53635758 7.18694915 1.79393749 9.07241080 8.64259220 8.89590029 10.09522610 8.74977861 8.52542841 8.19214188 6.43487672 13.78130946 10.83689599 1.48650844 11.60804279 10.75932564 8.42314701 -1.51333711 4.04109401 11.62654016 7.87021366 9.54517744 8.36609268 9.61900907 10.53669802 8.09753390 12.06540200 2.57398037 8.20075494 0.07148811 NA 9.64764118 3.94594474 8.56466016 9.52748385 9.85283144 8.16070140 10.65330002 8.99033489 11.64748046 10.05636486 10.46593448 13.16141872 2.57398037 10.41748673 10.46486223 10.23218358 6.94594123 9.52885258 NA -1.51333711 -1.51333711 -1.51333711 6.97836268 14.00267095 9.87614057 13.38718742 10.65956168 10.76785976 5.82636035 6.89589998 9.82078257 10.49808598 9.48862105 11.68756106 8.51026374 9.45948900 10.78771960 3.29387072 2.73443867 2.29387072 NA 9.53635777 14.18513254 9.75271013 10.68587490 9.07522401 6.85283159 8.97836240 8.23972597 9.48728395 10.51406978 8.85283159 9.51441523 10.00822747 9.50748922 8.11221794 10.73858327 11.95513329 11.69489603 10.09291448 9.86263457 1.91276482 12.40341502 9.67571609 9.13486676 9.56998867 9.86371982 0.07148811 7.92530104 10.79086056 6.29553753 7.85848212 10.98211450 7.82858398 10.78514469 8.57794463 9.77017642 11.76829443 10.41317591 8.40413506 4.91277439 7.90013743 9.95360530 0.07148811 10.86263465 7.74625229 5.95411487 12.18673221 10.52508539 9.03629397 11.37201497 10.08781578 9.00220913 11.05031803 9.45445600 10.02421300 8.60674720 1.94594474 10.88765542 7.71292175 7.82853956 9.22713336 3.65643917 10.31464578 5.21442793 9.54652969 6.13418397 4.36915236 -1.51333711 0.07148811 11.29225312 11.02978277 10.98286377 11.05327686 8.89058653 8.35693565 6.60342458 11.26335348 10.78571728 10.79000460 8.72252340 9.73206191 11.55579119 2.73443867 8.63371419 -1.51333711 NA 10.08316496 8.85719663 10.07053222 8.29708088 10.25220973 12.30019026 13.49799861 0.48655993 10.55998139 12.73910078 10.58848491 -0.51354304 3.69596042 0.80842624 NA 5.58454165 14.22068962 8.67014458 6.69596320 11.21166245 NA 7.65392775 9.15258222 10.54280824 9.30828328 6.50331693 11.86385539 8.67756849 11.18130242 9.09568791 9.23218370 9.90488897 8.96729947 3.57396826 7.01343881 11.01496336 0.04641700 0.00402430 0.02735700 0.18783000 0.01502800 0.02048300 -0.00318590 0.00497810 0.00615340 -0.01664000 -0.01664000 -0.01664000 -0.00968060 -0.37963000 -0.35179000 0.04733700 0.00402430 -0.40174000 -0.40643000 -0.40643000 -0.39441000 -0.00443120 0.18783000 -0.00035951 -0.00035951 -0.02829700 -0.03217800 -0.03217800 -0.01243700 -0.00290910 -0.00290910 -0.02657600 -0.02054900 -0.39753000 0.03085300 -0.00360110 0.00615340 -0.01664000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.188 0.188 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.394 0.000 0.000 0.000 0.188 0.188 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.429024 11.014719 9.161584 12.647562 8.810690 2.656428 2.734439 9.716530 10.962243 3.010064 9.528168 5.227976 8.567327 14.818738 9.858286 9.235541 6.078966 6.861548 9.559312 7.576622 9.247229 10.042536 7.618366 8.846259 9.573249 10.557972 6.904361 9.884184 11.472885 8.760305 12.634428 4.041094 6.666419 7.741538 4.214428 10.781417 9.754466 9.852285 8.895900 3.393402 10.159818 7.455176 4.945940 9.992817 4.615793 9.988346 9.724317 6.469503 7.850644 9.872911 7.306688 12.926210 11.543316 9.711717 12.929323 12.381516 7.446511 9.250551 9.882579 8.412805 9.521996 10.218253 7.988347 6.636256 13.350986 8.773067 8.763797 4.771912 2.945945 10.239308 7.830805 12.843305 8.543147 13.161419 8.418724 7.458053 6.117541 11.776672 10.709002 15.588587 11.687561 10.394151 13.601919 10.605126 3.010064 11.138458 9.403135 10.788863 8.399398 8.112218 7.200754 10.559647 12.394433 12.048394 11.593726 6.724914 6.179997 3.615793 14.055318 10.961483 11.888189 9.479448 NA NA 9.440706 13.054940 10.918714 7.033403 10.428657 11.332391 12.358222 10.102599 9.433416 9.143828 11.064646 11.734437 6.666419 9.964268 13.721864 7.576622 7.056365 12.140351 9.591108 11.529366 9.309876 1.945945 14.273851 7.419167 6.144721 8.609531 10.281331 8.600252 9.836896 7.130366 8.883114 5.904361 11.603665 9.826916 9.199896 11.413176 10.637209 9.304292 10.767860 4.130363 10.593726 3.440700 12.767892 8.197315 7.287409 9.075224 10.132757 12.653378 6.313057 8.197315 4.440706 10.790861 10.347895 11.424067 12.186732 10.785145 7.982364 10.024213 11.556630 10.282196 6.193868 10.485100 10.008600 1.808426 -1.513337 -0.513543 11.293864 10.898817 8.062048 4.158935 7.653928 8.492134 9.928416 TCGA-CJ-4870 58 0 NA 1498 kidney stage iii t3a nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 65.53.0 NA NA 2 NA 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.3039268 9.6397184 8.2791184 10.2373444 4.2368064 10.7888364 10.6574699 2.7513780 9.8515176 9.2791186 10.1499822 10.0262638 7.2195296 7.8102747 10.8057411 9.6348388 7.6027137 0.8444660 NA 9.2936390 7.8861495 -1.1555340 6.7811289 8.9929669 3.0144089 10.3353412 12.2028668 6.7633531 11.0925069 13.2779454 10.8239156 9.9929669 16.5512225 8.7840694 9.7225413 3.7986830 8.4369476 7.5169158 5.2538796 1.2986583 8.5186827 9.2625642 8.8444905 9.7133130 7.8916142 8.7468656 7.9582325 6.4665423 13.1450574 11.2607601 NA 11.6813297 10.1654094 9.0330791 NA 3.7024692 12.4659700 7.8943388 8.6043786 8.7468656 6.7573793 11.0962686 9.1709198 11.7733659 2.6518439 8.7913967 NA NA 9.9660239 5.6126739 8.3913850 9.4162429 11.2140877 8.5808924 8.1843403 9.2271143 11.7077068 9.6630726 10.5058232 11.6630726 NA 10.5746548 9.9853201 10.6295341 8.1459866 9.4847353 NA 3.5993773 0.4294285 -0.1555340 6.9530149 14.6156445 6.9634314 13.2647138 9.8943390 10.2437683 3.5449304 6.5859570 10.7079024 10.3601902 9.4219192 11.3828636 8.4518206 7.8444905 11.0745108 4.4592021 1.4294285 -1.1555340 -1.1555340 8.0093976 14.1273254 9.0144153 10.1748471 8.8984164 8.2217007 9.4874445 8.0343148 10.0395857 11.6526502 9.9601843 9.7737488 10.2057818 10.6985796 8.8820374 11.0256426 12.6561661 11.5466630 8.7928576 9.5230905 5.1768413 12.5138184 9.2314307 10.3151492 8.8875177 11.0237775 -1.1555340 8.4973353 11.2778150 11.6839284 9.3916451 11.5438459 8.3423423 10.6662644 9.2581182 10.1573733 10.4406802 9.8437857 8.3613328 5.0343170 7.2998179 9.9878737 -1.1555340 10.5013621 8.9092331 6.4518210 13.4842268 9.7140842 8.8984164 11.4425429 8.6630724 9.7187032 10.7396870 9.2780758 9.3572309 6.7986869 1.8445062 11.5870104 7.7928573 1.6518668 5.8557182 3.6518439 10.3841339 7.3483165 10.0496727 4.9319525 3.8444861 NA NA 10.8030431 10.6114333 11.0441627 10.3572309 8.3836490 8.3595989 5.7936748 11.0870690 11.1356611 11.3601902 9.2644506 10.0822978 10.7778122 NA 8.2303529 NA NA 9.6750056 7.6805410 9.3670720 7.9737731 10.1533981 12.4141087 15.8904313 3.4883479 11.6429622 12.7439417 9.6734202 -1.1555340 3.4883479 0.4294285 NA 6.3522854 14.7640986 7.7543831 7.8640809 11.7408228 NA 6.9213054 9.1491953 10.2469695 9.5009152 7.0490611 11.3722117 9.2249514 10.6393123 9.3453323 8.1551031 9.6899805 8.8997729 2.9538426 7.1323414 10.7626082 -0.02595700 0.00725240 0.01838300 0.01112100 0.00013863 0.02174400 -0.01835300 -0.03412800 -0.03952900 -0.05077600 -0.05077600 -0.05077600 -0.05077600 -0.01895900 -0.01895900 -0.00235530 -0.55096000 -0.74959000 -0.74959000 -0.75020000 -0.75020000 -0.53804000 0.01112100 0.00041593 0.00041593 -0.74959000 0.52415000 0.52415000 -0.01835300 0.00346870 0.00346870 0.01042400 0.01042400 0.00305220 -0.00995650 -0.01133500 -0.03952900 -0.05077600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 0.000 0.524 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.750 0.000 0.524 0.000 0.000 0.000 6.3990788 11.5632373 9.1368120 13.4397479 8.4647103 -1.1555340 0.4294285 9.7588754 11.5821560 -0.1555340 9.8675517 6.4143453 8.8875177 13.5018088 6.9159523 7.0490611 7.3443359 7.8416700 7.4029114 7.5960347 11.7893854 8.8723963 -0.1555340 9.0081401 9.8950193 10.6710388 8.4592000 10.0745108 11.3621598 9.4783939 12.4462531 0.8444660 6.4143453 7.5690042 9.8723963 10.4628758 9.519565 10.397159 8.314132 NA 10.480208 8.344336 4.166418 9.702471 3.236814 9.946466 9.117120 5.866859 8.371967 10.145415 7.410545 13.121778 10.301871 9.802318 13.177855 13.441961 6.530991 8.776705 9.107760 6.537978 9.660674 9.394275 4.368049 3.751378 13.444694 9.269706 9.500021 5.651844 5.320225 9.616805 7.947778 13.409057 7.945153 11.663073 8.707128 7.778181 5.726521 9.954321 11.293639 15.700211 11.382864 11.169233 14.094122 10.100699 3.544930 10.118286 9.876536 9.422863 8.555297 8.882037 7.502702 9.947122 12.669747 9.222785 11.488119 2.166426 5.184340 5.899773 15.259340 10.917293 12.006252 8.066077 NA -1.155534 11.332079 12.908475 10.283282 7.477485 10.856766 11.693700 12.558092 9.749125 9.950399 5.544930 11.494645 9.134509 6.606041 9.861995 15.079078 8.279118 7.844490 13.048446 8.589324 11.389455 9.971840 2.014427 14.398240 4.502986 4.368049 9.411391 10.164163 9.330320 10.273897 8.813157 8.640530 6.210814 11.855193 9.208625 9.751381 11.160206 10.393794 9.434142 10.833530 1.651867 9.960184 2.303927 12.705539 9.079308 7.792857 8.898416 8.995735 12.441146 2.303927 9.811717 4.516917 11.277815 10.406256 11.270493 13.484227 11.382437 8.886150 9.357231 11.333837 10.809019 4.092419 9.923308 9.516916 0.844466 6.120615 NA 9.872396 12.000292 8.648621 4.702469 6.921305 8.728661 9.908559 TCGA-CJ-4871 63 0 NA 2423 kidney stage iv t3a nx m1 19-3-2015 male 2004 2423 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.4910538 -0.3397102 8.2686613 8.6620036 8.8714568 9.6351139 8.4895148 8.2704542 9.0933428 6.8890719 13.8065459 10.9293578 NA 11.4860461 10.8487706 9.4825694 NA 6.5244994 11.3940425 7.2650674 9.9630147 9.3857938 9.6796555 10.7676740 8.7912866 11.8579878 0.9395275 8.9429150 1.7875160 NA 9.8434194 4.7261337 8.1817590 9.4313906 10.1678752 8.2396611 9.2221626 9.5093932 11.4696922 9.3128378 10.0688206 12.4695536 2.9395463 10.4325964 10.3733315 9.6034513 7.6260383 9.7787413 0.6175806 0.6175806 1.2025744 0.2025118 7.5394504 14.0439397 10.2992870 12.4825693 9.8264535 9.9801012 3.0770379 5.3989694 10.7865949 10.4595669 10.1009214 11.7252662 7.7648145 9.4786964 10.8267581 4.4504987 6.3041094 2.8655428 0.2025118 9.8673155 14.1045073 9.8404044 9.6823522 9.0953677 8.5948893 9.5934574 7.7673569 9.1231928 9.3923964 8.9440388 8.6970941 9.9068617 10.1209383 9.0605530 11.3849663 12.9395375 10.9726852 9.5169664 9.3623088 3.5379048 12.1218077 8.9937349 10.6119629 9.4079579 7.9839319 NA 8.1014253 10.9638461 9.7077482 8.0704274 11.5750743 8.3438275 10.9027226 8.5557188 10.0698506 12.3400968 10.4071430 8.0132294 5.2323192 7.1134640 10.7990723 NA 11.1678752 8.3641237 7.1333097 12.8359456 9.7057352 9.1645040 11.1092121 9.3446789 9.4794717 10.7199001 9.0511948 9.5571885 8.6119628 0.6175806 10.9560673 8.1683562 3.3180420 9.4879740 3.9395369 10.9627374 6.2829457 10.7219199 6.0303052 4.1721995 NA -1.3823254 10.7875344 10.2970895 10.7517148 10.1717186 8.6385894 8.4454602 5.9754261 11.7174503 10.5941735 11.5201729 9.1164586 9.8178950 10.4925908 -0.3823254 7.9969880 -1.3823254 -0.3823254 9.9822913 9.9882968 9.4994882 8.4568131 8.8294976 13.7384953 13.7424577 4.8464281 11.3402035 11.9998281 10.1034388 NA 4.1721995 -0.3823254 0.9395275 7.1489910 13.4507466 8.1114649 8.2063238 11.7806301 NA 7.8049615 8.9822147 10.2267881 8.5920242 7.3923964 11.4445551 9.0417758 11.3975339 9.7116871 10.0093900 11.0388853 8.5304988 4.0303891 7.4536600 10.1298561 -0.00013862 -0.03455300 0.20457000 0.86255000 0.17882000 0.18132000 -0.01601700 -0.18710000 0.17830000 0.03622900 0.03622900 0.02520500 0.02520500 -0.06104800 -0.05738400 -0.00013862 -0.03455300 -0.51415000 -0.48292000 -0.49496000 0.19507000 -0.01009400 0.19390000 -0.20274000 -0.20274000 0.17272000 -0.20286000 -0.20286000 -0.01601700 0.17091000 0.17091000 -0.01230000 -0.02542000 -0.20486000 0.18995000 0.02160300 0.17830000 0.03622900 0.000 0.000 0.171 0.171 0.000 0.000 0.000 -0.205 0.181 0.190 0.190 -0.187 -0.187 0.000 0.000 0.178 0.178 0.000 0.000 0.190 0.190 0.000 0.000 0.000 0.000 -0.483 -0.288 0.000 0.000 0.194 0.194 -0.203 -0.203 0.179 0.179 0.181 0.181 -0.203 -0.203 0.000 0.000 0.000 0.000 0.171 0.171 0.000 0.000 0.000 -0.205 0.181 0.190 0.190 -0.187 -0.187 0.000 0.000 0.178 0.178 0.000 0.000 0.190 0.190 0.000 0.000 0.000 0.000 -0.483 -0.288 0.000 0.000 0.194 0.194 -0.203 -0.203 0.179 0.179 0.181 0.181 -0.203 -0.203 0.000 0.000 4.8843977 11.3548568 8.9607952 12.7898025 9.1577375 NA 3.7050711 9.1480159 10.9377894 0.6175806 9.3616024 6.6890713 8.9795532 12.8350371 7.0973896 7.5364726 6.4817962 7.5154546 7.5805051 8.3923964 11.4235547 9.2533275 4.5948889 8.4281809 10.1803289 11.0587380 8.8690919 6.6288363 12.5163053 8.1194464 12.3597009 3.3180420 7.9440391 7.1760305 9.5124272 11.5814086 10.4197219 10.2006922 7.4504995 6.4879734 10.6984270 8.5761619 7.9485261 9.9350221 4.8655378 9.8221806 9.7384953 6.1333087 6.8172817 10.3783293 6.8797045 13.1939166 10.6708565 10.2267881 12.7095406 12.6325017 7.4468567 9.0480620 10.6027398 7.4377887 9.1044444 9.5086337 5.5833927 8.4393834 12.8318526 9.2496959 9.0790890 6.7261337 2.2025744 10.5988199 9.7017535 13.3048210 8.1234210 12.4695536 8.4217404 7.6997584 7.1222700 11.9732358 11.5777924 15.3985464 11.7252662 11.1862781 14.1129336 10.8646468 1.2025744 10.9828382 9.8960588 11.0099268 9.1940937 9.0605530 7.7050725 10.0475392 12.7020026 10.1750731 11.6163761 5.0605533 5.3857934 5.5948889 14.7559036 11.2144980 12.0014487 5.7586949 -0.3823254 NA 10.9171037 12.5656116 10.6950728 7.3557017 10.8998291 11.2348473 13.0572455 10.5413083 9.9429149 6.3658028 10.9621827 11.1545851 6.1254031 10.1779422 13.8947152 7.5184761 8.0291204 13.1115843 8.6904119 11.8009346 9.8221806 3.1411712 13.1200683 6.3744327 6.5601234 8.5323532 9.7320025 9.3890989 10.1234210 8.0142141 8.7133494 5.2758191 12.1658293 10.6462062 9.8637562 10.9715832 10.2156620 10.8794106 10.5648810 1.2025744 10.0264699 8.7130063 12.5199808 9.5146985 9.3833099 9.0953677 8.9044558 12.6102823 7.6344176 8.8209576 4.7673582 10.9638461 10.6098397 11.3165311 12.8359456 11.1938575 8.9817439 9.5571885 10.9863887 10.6745925 5.9926484 10.0826656 9.0831759 0.6175806 4.9574596 -1.3823254 10.5237485 10.6038212 9.2704544 5.6176100 7.8049615 8.7862814 9.9333251 TCGA-CJ-4872 51 0 NA 1435 kidney stage i t1b n0 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 2 NA 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.629541e-07 4.855162e-07 10.4432721 10.0432592 7.8688571 1.2939590 10.3047096 9.3455290 11.4864467 0.7090259 2.0381201 4.6862652 10.6003899 7.7911349 11.0167559 8.8253299 12.1576185 8.9378046 10.8898274 8.4605300 4.9184387 10.2731354 8.9722552 8.2674066 13.6339375 NA 5.8587320 0.2939590 NA 10.0477223 9.9622425 7.6337981 4.5669673 9.8587331 9.5739457 10.3496827 11.1339395 10.6926921 10.2143013 6.7696818 5.8382686 9.9226977 7.4638734 11.0432592 5.1684174 10.3906636 11.0385020 3.2325533 11.3422082 9.6551611 10.2088318 10.3451574 8.2187608 4.8988081 10.3426760 9.2791358 7.8764040 8.0443761 1.5163178 9.8004212 8.7271860 NA 6.5607348 9.2549157 3.8789117 9.4154819 10.3360638 6.1013034 10.7783551 11.4009475 11.1945636 11.3503603 15.8088165 8.8726355 10.0566072 5.0127653 9.3618309 7.6602705 8.7033392 2.4766409 7.5977293 9.1897761 9.3591401 9.6566228 8.7174146 7.8148945 8.7103942 7.3273712 13.7487618 10.9086582 3.4094317 11.1378695 11.1067461 8.5560431 0.2939590 6.0665370 11.1895237 8.1013034 9.6090980 8.8751491 8.7924653 10.8184901 8.7977740 10.4017757 2.1684174 8.8888951 4.2325456 NA 9.8421281 8.7750752 8.4821251 9.1694418 10.6064532 8.7831272 9.2901864 9.7019243 11.5885423 9.5355343 10.1273657 12.3934058 3.4638709 10.8691661 10.6378743 10.1586505 6.9616511 9.9943881 -1.2908859 1.7089818 1.2939590 -1.2908859 7.5731723 14.4489511 7.3126125 12.1022423 9.0894470 10.2745641 4.1684174 6.6158768 11.0626841 10.8798499 9.3946108 11.9105340 9.5754922 9.0588200 10.7767563 7.5418757 3.8382660 3.6158753 1.0309010 9.4240898 14.3364628 9.5219653 9.1226137 9.8188165 7.7479050 9.7990983 8.3310378 10.7741866 8.2008388 9.2674066 7.0926906 10.1164343 9.6507671 8.9147792 11.1983321 12.6331489 11.2345067 9.7278815 8.9785918 3.8473054 11.2278849 9.4154819 9.7012162 9.1684174 8.2788416 4.5916315 8.7202131 11.3978918 10.8483006 7.8703949 11.3496827 8.8459770 10.7068710 7.2167808 10.2088318 11.8060304 9.9628334 8.2233844 4.5418741 7.3126125 10.5583910 1.0309010 11.6376893 10.3694275 7.1684174 13.0112678 9.7642684 9.0297864 11.7074000 9.6682635 9.8907593 10.5431449 9.3437969 10.1204968 7.5131172 2.9569116 11.3266829 8.9746010 3.8382660 5.5163398 3.7533799 9.4993345 7.5259694 10.7420647 6.9243244 5.3236943 -0.2910624 NA 10.5470080 10.5540838 11.1215557 10.7635903 7.7831272 8.6744239 6.0059928 11.7334330 10.6602706 11.6860869 8.9769430 10.1023764 11.1890187 -1.2908859 8.3954866 0.2939590 -0.2910624 10.0093385 9.7567915 9.3989839 8.6819657 9.7458464 13.6019081 15.0108929 6.5034012 11.9514157 12.4892181 9.9839464 -1.2908859 4.8135298 -0.2910624 NA 7.0926906 14.4544239 8.6308270 8.1352506 12.2459616 -1.2908859 9.0195988 9.0928628 9.7784356 9.5171458 7.6573535 11.2345067 9.6733267 10.6463597 9.9455980 8.9616514 10.8823507 8.7777642 4.9565353 8.0194167 10.5797359 -0.04150000 0.06154700 0.06698500 0.08743000 0.13366000 -0.03581900 0.00325810 0.05797800 0.06741400 -0.01491000 -0.01491000 -0.01491000 -0.00577580 -0.08798500 -0.08798500 -0.03731600 0.06154700 -0.44013000 -0.44013000 0.06698500 0.06698500 -0.08714500 0.08743000 -0.10299000 -0.10299000 -0.03581900 -0.01184900 -0.01184900 -0.19721000 0.00000000 -0.00079333 0.06512300 0.06512300 0.02250500 0.07157400 -0.38059000 0.06741400 -0.01491000 0.000 -0.197 0.000 0.000 0.142 0.142 0.000 0.000 0.000 0.000 0.000 -0.240 0.000 0.155 -0.226 0.000 0.000 0.000 0.000 0.177 0.177 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.103 -0.103 0.134 0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.197 0.000 0.000 0.142 0.142 0.000 0.000 0.000 0.000 0.000 -0.240 0.000 0.155 -0.226 0.000 0.000 0.000 0.000 0.177 0.177 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.103 -0.103 0.134 0.134 0.000 0.000 0.000 0.000 0.000 0.000 7.151930 11.681786 9.249114 12.823216 9.824030 5.151928 4.956912 9.272182 11.109599 2.878902 8.149855 5.898811 9.447078 12.180534 8.462202 7.817510 6.736892 7.985110 9.195821 8.488705 11.048001 9.923305 4.956912 8.673327 9.877313 10.647463 9.287359 6.271228 12.016044 8.901279 12.160058 2.956912 6.232548 7.840843 8.028658 10.904050 10.061029 10.470122 7.928154 2.168417 10.553299 8.762912 6.367198 10.717765 4.994390 9.894481 9.789803 5.708985 7.516341 10.300508 7.971081 13.117448 10.886405 10.294418 13.237196 13.141578 7.327371 9.273135 10.005329 8.903743 9.482125 9.726490 7.101303 7.691979 13.522266 9.726490 9.429230 6.858733 3.566961 10.972842 9.556043 12.659268 10.037661 12.393406 9.276942 7.131050 7.560891 9.164313 11.241342 15.039238 11.910534 11.554280 13.679856 10.515133 2.030901 10.186238 10.504620 10.307969 9.034291 8.914779 7.840843 10.211320 12.779694 10.940807 11.891070 5.232549 5.477169 5.928155 15.001807 10.681248 12.666179 6.651501 0.293959 -1.290886 10.628594 12.700242 11.341231 7.913557 10.861271 11.530162 12.666269 10.889827 10.273135 8.015048 10.317703 10.433500 7.758834 10.159682 13.404716 7.463873 8.955727 13.069543 9.121556 11.682683 10.279790 2.409418 13.123407 7.047633 6.663182 9.094816 10.514730 8.857463 10.399420 8.521163 8.907431 4.898808 12.526869 10.095387 9.717415 10.749960 10.728229 10.002458 10.961947 3.516343 10.228131 8.700508 12.632090 8.974601 8.412889 9.818817 9.268076 12.655070 5.827928 8.994388 5.742408 11.397892 10.743785 11.341754 13.011268 11.222713 9.339253 10.120497 11.265971 10.576288 5.817511 9.621127 9.608343 3.352843 3.753380 NA 10.779107 11.212345 9.380527 6.615877 9.019599 8.351038 9.673327 TCGA-CJ-4873 85 0 NA 2259 kidney stage iii t3a n0 m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 2 4 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.6620061 12.6448470 9.7235524 9.9980990 12.1246672 9.9228612 8.8776004 6.2214305 7.5587345 9.2101156 9.0776342 11.9962180 7.8445288 10.5497853 10.1462434 3.9990349 12.0807439 9.1605902 10.9346947 9.8928456 7.6283952 8.4908918 9.9109199 9.7705280 7.6235296 6.9686645 0.9990619 9.6620036 8.7694270 2.5840004 8.9933919 9.5914956 4.9990394 11.1855655 7.7405053 3.9376363 9.1919887 10.4168910 10.5271670 9.4280965 15.7992138 8.1589101 9.1739641 4.9990394 10.3329393 8.0102657 7.9415530 3.2214286 9.8735076 9.9753639 9.1921532 10.0838469 8.5510672 8.7760197 8.5561830 6.8234666 13.7434519 11.5417480 2.7359987 11.0970706 10.6314279 9.3565906 -0.5859727 9.4433632 10.2019786 8.5840011 9.4922267 7.8277041 9.4639246 11.7633573 8.4474990 8.0120166 2.4140814 8.4529948 4.5840004 0.4140273 9.3884907 4.0579354 8.7760197 9.8160222 10.5336656 7.7628039 10.9278036 9.7705280 11.6824952 10.0865013 10.3020582 12.8520881 4.3209684 11.0835236 10.1822604 10.2805822 9.7705280 9.4461218 NA 3.9990349 4.5015411 1.9990259 6.7360041 14.7470566 5.2469667 12.4988844 11.2840554 10.9493514 4.3209684 7.2967189 10.4392156 10.4273986 11.6238340 11.0222246 9.5107913 9.8745319 10.9648228 6.5638232 2.9990439 3.7360095 1.7359987 10.0651277 14.2371944 10.3499777 11.2798093 8.8918344 7.5638232 10.2634811 8.5252119 10.4290729 6.4474982 9.2230402 6.4364434 9.6971990 9.9049269 7.8319285 10.7035186 12.5388436 11.2774880 9.7326189 9.6270829 3.7688089 13.0538689 9.1300379 9.1487857 9.3462908 7.2532802 1.9990259 6.9059297 10.6942668 6.1709666 7.2747285 10.3565905 8.0177026 10.5265156 9.6112926 9.6960060 11.9758413 9.8518280 9.5691979 5.9532350 8.8234669 10.2027943 1.4140814 10.7961596 7.7583718 5.5015379 12.5636644 10.8460959 8.2658250 10.7999385 9.9763184 8.4988843 10.9603435 9.2390347 9.8642563 6.9609704 1.4140814 10.8621923 5.0579311 3.2214286 8.9877233 5.0864993 9.5028642 4.5433598 10.2109269 7.4678932 5.6235304 0.9990619 1.4140814 11.1162487 10.3565905 10.9763185 12.1110435 7.7449932 8.3827429 6.3051315 9.9980990 10.9049269 10.3499777 8.4502495 9.6714639 11.1710492 -0.5859727 9.5278183 0.4140273 -0.5859727 9.9337123 8.3682725 9.5381973 8.8128197 10.5720545 12.4228548 12.5871285 3.3209612 9.6320337 12.2528860 10.3863378 -0.5859727 4.6620061 0.9990619 NA 5.9990394 14.2252500 10.7858527 6.6332452 11.0375003 0.4140273 9.3477666 8.9922223 10.1283215 8.6572498 7.2406244 11.3639027 9.5865036 10.8549452 9.5574593 7.2967189 10.1872152 9.3239692 5.2861678 9.7169662 11.4284453 0.1168300 0.0000000 0.3646600 1.6633000 0.3374400 -0.0139100 -0.0205250 0.3217800 0.2811000 0.0786270 0.0786270 0.0786270 0.0896570 0.1168300 0.1168300 0.3486500 0.0000000 -0.3674500 -0.3665400 -0.3665400 -0.3665400 -0.0032812 0.3532100 -0.0079813 -0.0079813 -0.0072908 -0.0435600 -0.0435600 -0.0246120 0.0669120 0.0669120 -0.0074289 -0.0074289 -0.3745300 0.3512900 -0.3385600 0.2811000 0.0786270 0.000 0.000 0.000 0.000 0.584 0.584 0.000 -0.375 0.000 0.344 0.344 0.322 0.322 -0.339 -0.339 0.281 0.281 0.117 0.117 0.349 0.349 0.351 0.000 0.000 0.000 -0.367 -0.367 0.000 0.000 1.063 1.063 0.000 0.000 0.337 0.337 0.000 0.000 0.000 -0.326 0.000 0.000 0.000 0.000 0.000 0.000 0.584 0.584 0.000 -0.375 0.000 0.344 0.344 0.322 0.322 -0.339 -0.339 0.281 0.281 0.117 0.117 0.349 0.349 0.351 0.000 0.000 0.000 -0.367 -0.367 0.000 0.000 1.063 1.063 0.000 0.000 0.337 0.337 0.000 0.000 0.000 -0.326 0.000 0.000 9.6808625 11.0579322 9.1756271 10.8683753 9.3179579 0.9990619 4.0579354 9.9999775 10.5133120 2.9990439 9.2358501 3.4140814 8.7201379 16.1751987 9.3769721 9.2782622 6.5121083 7.7178567 9.1005767 8.4168912 10.4392156 10.4828543 5.3448143 8.9744089 9.5002123 10.4041800 8.0434325 8.0687122 10.9891425 7.6088329 12.4459426 2.4140814 6.6524808 8.2019788 5.0579311 10.5048501 10.2681652 10.0953145 9.0882683 NA 10.4727442 7.5173639 7.3329388 10.0873851 3.7360095 9.9159133 9.8507875 7.4747719 6.7891150 9.2673855 6.4693585 12.4516230 12.0280956 9.4239046 12.9185226 12.7773895 6.5121083 8.5663608 9.7505826 10.0873851 9.6936866 10.2003457 8.1521682 7.4027605 13.1032004 7.9059291 9.7628042 4.9376363 1.4140814 10.5600081 8.2720568 12.7821732 10.6283951 12.8520881 8.5278183 6.7449926 7.1977946 9.8382422 9.8663172 14.1235368 11.0222246 10.4523092 13.8326534 11.1542784 1.4140814 11.1445461 7.9337125 11.2350527 8.6210903 7.8319285 7.8445288 10.2406245 11.6989001 10.9729750 10.8096102 6.7178573 7.1888628 3.9990349 14.6839580 10.6643745 12.3249061 7.8776001 -0.5859727 NA 9.3536552 12.6643744 11.0523988 7.6761708 9.9503232 11.4409452 11.7655674 10.5587343 10.3675450 7.8149554 9.7605897 11.5635056 6.2214305 9.5304200 13.3098681 9.0776342 6.9218707 11.5310599 8.4336668 11.4615408 9.8053195 1.9990259 12.8245274 7.3566492 6.9839319 8.3513028 9.8559827 7.4253032 9.2068664 7.0139892 8.7760197 7.2658250 11.2751629 9.5081537 8.2595663 11.3949296 10.7655674 9.9474058 10.4197006 4.4584673 10.4693584 4.9990394 13.0208884 7.2967189 8.5989513 8.8918344 9.6355543 12.3109760 6.9139222 8.7224151 4.5433598 10.6942668 10.3624433 10.5427148 12.5636644 10.5555446 8.1487857 9.8642563 11.1868030 9.6773453 7.7132841 10.1806049 10.1419965 2.5840004 -0.5859727 0.9990619 10.3418540 12.2352421 8.2501264 2.7359987 9.3477666 8.1179796 9.9029204 TCGA-CJ-4874 73 0 NA 2283 kidney stage i t1b n0 m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 65.53.0 NA NA 2 NA 3 5 NA NA NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.9025669 7.9987106 10.9112070 9.2282898 7.9820803 5.4342713 1.1365852 9.2354995 7.4794052 0.8735770 6.2863378 9.5166903 0.1365852 10.0589267 10.0444822 5.0110573 11.3703416 11.0636272 11.2131830 10.0800817 16.2713841 8.7768350 10.8981414 4.1365934 8.5374696 7.7013744 5.4941436 1.3589588 8.9588954 9.1672573 9.1954837 9.2354995 7.8462482 8.4204500 9.6738085 6.7165342 13.3212589 10.6476838 NA 11.7279566 10.8522175 6.4464448 -0.4483117 -1.4485086 12.6053838 7.0554538 9.5289075 9.1384674 7.4373243 10.8783380 9.5130773 12.8179647 1.7215477 9.2381281 NA NA 10.1832595 5.2240519 8.4630195 9.3884670 10.6224194 8.3781761 8.8160701 9.5014543 12.0046886 9.0303973 9.8593977 12.9260558 1.5516391 9.7945814 9.9631386 10.1686359 8.4049372 9.6250997 NA 1.1365852 1.3589588 -1.4485086 7.6731614 13.7181438 9.7683734 13.1743086 9.1186330 9.5202944 4.2240557 6.2863378 10.4158138 10.7768350 9.3630024 11.1733590 8.0830091 8.4403709 11.1617297 4.1365934 4.0434845 1.3589588 -1.4485086 9.0110592 13.6890991 9.7334011 9.5753819 9.5109052 6.9736928 9.4992645 7.6337763 9.5005424 13.3541945 8.6601521 6.5403125 9.8715706 10.3027531 9.1375291 11.3722055 12.3734016 10.8396285 9.0956259 9.0474828 3.7900317 11.8187069 9.1837140 10.9223150 9.4380863 8.8219229 -0.4483117 7.5795339 11.4039620 11.4958657 9.3748037 11.8884131 8.5072773 11.2165193 8.5712183 10.0903015 11.5372917 9.7500727 7.7382125 5.5850497 6.7900317 10.3916187 0.1365852 10.6453753 8.2658733 6.5960212 12.8515511 10.1561808 8.8427982 10.7729126 9.4562622 9.3860987 10.4725089 9.0869029 9.5767672 8.3115158 1.7215477 10.9671053 7.2485956 3.1365852 7.8690404 4.0110573 11.0179591 7.0028386 10.1487491 5.2682061 3.9439494 NA NA 10.5530358 10.6575361 11.0604128 10.2394406 9.2485951 8.7959916 6.2234863 11.5544426 10.9546396 11.5710446 8.9747435 10.2516338 11.0910288 -1.4485086 8.1271669 NA NA 9.7977743 9.2142960 9.2964615 8.2080524 8.9831253 12.8510503 14.6499065 2.2520523 11.2782715 12.6100422 9.8387627 -1.4485086 4.2979397 NA 0.1365852 6.8645106 14.4154993 8.3686112 7.9396450 11.6207417 NA 7.4158136 9.3363115 9.9080796 9.5050966 6.9652556 11.3783747 9.1891581 11.5154268 9.4080531 7.8042930 9.5850506 7.9567693 4.4452301 7.0050215 9.9266671 0.00319100 -0.00304750 0.01237600 0.51525000 -0.00277070 0.00000000 -0.13833000 0.00235810 0.00069327 -0.01147300 -0.01147300 -0.01409000 -0.01409000 0.00319100 0.00319100 0.00319100 0.00221930 -0.50383000 -0.50191000 -0.50194000 0.01237600 -0.02921400 0.01796300 -0.04211000 -0.04211000 0.00000000 0.00000000 0.00000000 -0.13833000 0.00027728 0.00027728 -0.00745250 -0.00745250 -0.11939000 0.00583090 0.03369000 0.00069327 -0.01147300 -0.138 -0.138 0.000 0.000 0.000 0.000 0.000 -0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.138 -0.138 0.000 0.000 0.000 0.000 0.000 -0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.2930945 11.2125149 9.1328282 13.4482911 8.9715878 -1.4485086 -0.4483117 9.1927761 11.1727637 2.5516391 9.1023744 6.4941420 9.1709305 13.2278602 7.3939781 8.0869032 6.8184147 7.8137222 8.0712639 8.1328282 9.7840485 9.4630195 7.4250715 8.6351068 10.4740707 10.9501041 7.4219924 13.0109952 12.0576872 8.6390903 12.2226091 3.1954893 7.1552544 7.3362629 9.5884881 11.1536305 9.573996 10.314010 8.160806 NA 9.688619 8.329705 6.272727 9.888134 5.751300 9.984691 9.581605 6.129056 7.680911 10.570176 7.276141 13.558699 10.578497 10.249030 13.191477 13.032165 7.067328 9.186439 9.535334 8.732780 9.059422 9.173679 6.882544 5.252067 13.098341 9.309018 10.125748 4.660153 3.458513 10.099968 8.590547 12.991588 7.954640 12.926056 8.591917 8.262434 6.161398 9.300659 10.157107 15.581281 11.173359 11.043230 13.902429 10.401814 1.551639 11.075435 11.161268 10.064862 9.090786 9.137529 7.615023 9.752526 13.006891 10.965256 11.910553 2.136585 4.701377 6.352527 13.868250 11.608773 12.496431 7.279548 -1.448509 NA 10.372205 13.018787 10.807530 7.724055 10.767161 11.4667601 12.9815573 10.6123236 9.7352631 7.0751892 11.2996108 10.7968832 5.7114977 9.5353337 14.9226107 7.2485956 8.5781511 13.4010762 9.7358831 11.6747790 9.8859009 2.6390932 14.3512128 5.7847683 6.6757496 9.2506968 10.3419761 9.1690950 10.3399381 8.4642026 9.0414754 6.3460438 11.7024855 10.0023233 10.0374569 10.3947635 10.4875293 9.7616900 10.8931464 3.2520674 10.3857036 5.2520674 12.1363823 9.3214655 8.4749551 9.5109052 9.1038163 12.6993095 2.7995640 9.2624341 3.7995536 11.4039620 10.4430316 11.4635813 12.8515511 11.6212452 8.9987109 9.5767672 10.6789772 10.9039801 5.6284441 9.7253047 8.8019259 4.3589799 6.6657864 -0.4483117 10.6892592 11.4340452 9.2160748 5.0907857 7.4158136 8.0985222 10.0048982 TCGA-CJ-4875 67 0 NA 2353 kidney stage iv t3a nx m1 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 1 NA 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.87133821 8.04180642 4.96444946 4.03413646 9.73195877 9.86316429 9.03163119 9.60045784 8.48481645 8.57965649 8.95370990 5.93978605 12.93423658 11.44292593 NA 11.01844258 10.46432601 8.61707988 -0.91811503 4.69651692 10.90278133 9.28759788 8.85823780 7.86643945 7.89237645 10.40542242 8.21108766 10.76250255 3.40373127 8.65923351 NA NA 9.55449542 5.78224342 8.43274399 9.29976232 10.43990629 7.95216930 9.02578462 9.49331569 11.29590206 9.44374836 9.97510609 12.24356636 1.40375854 10.48696732 10.66347601 9.92572562 10.29430105 9.50176475 NA 4.08180829 4.03600213 NA 8.37412616 14.14047286 8.92415483 12.98352004 10.34331188 10.30701201 3.40373127 7.25172951 11.03236048 10.15460713 10.28820858 11.19899641 9.54430686 8.60340492 10.78441025 4.03600213 3.47412450 -0.91811503 1.08181681 10.33151064 13.52533098 10.86684834 10.84916150 8.68357541 7.89878819 10.38558537 8.52267372 10.10411699 8.99768391 9.36489302 7.46118310 10.52056005 10.12140919 7.97054769 11.01807448 12.42720985 11.52111607 8.38786612 9.83251157 4.25093126 12.29703424 8.90994107 10.22773674 9.98342575 9.70019017 NA 8.41942639 10.61074702 8.25957286 8.76404421 10.70294076 8.67799441 10.34683359 7.34859096 9.50176475 11.22805506 10.24859532 8.94160344 4.93978605 8.05334814 9.85246849 -0.91811503 9.65355718 8.13708695 5.88915956 12.66418185 10.49225599 9.05047150 10.95908873 10.65260901 9.27286372 10.89243649 9.12072362 9.67239157 5.47412125 -0.91811503 11.02321910 6.16926762 4.66676795 7.87946624 4.47412450 9.87215311 6.32020846 10.01991398 6.93455306 4.47412450 NA 0.08174865 10.63447375 10.33860302 10.84833351 12.10243738 7.19554643 8.76479929 6.88043820 11.20398551 10.84418665 11.00401732 8.96444773 10.32378775 10.94250366 3.40373127 9.03600103 NA NA 10.09373063 8.66488740 9.60928163 8.33446995 9.83752670 12.63531391 13.78349011 1.08181681 11.02431913 12.54110814 9.86807417 1.08181681 4.44567374 0.08174865 1.40375854 6.56562002 13.52733683 10.99581597 6.68171771 10.73016220 -0.91811503 8.53713180 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0.000 0.000 0.000 0.581 0.581 0.000 0.000 0.742 0.742 0.000 0.000 0.000 0.000 0.000 0.000 7.55753799 10.63926835 9.51538998 14.00731269 9.85823764 0.08174865 3.32972639 9.75334563 10.80854216 2.08181681 8.10417256 6.68171771 8.70568595 14.05917398 8.31302586 8.22900959 5.93978605 7.96750122 8.97206881 8.21623076 10.56662748 10.38330080 6.64404661 8.52059629 9.57799937 10.70705684 6.42165419 11.31602329 11.01032298 8.12892848 11.98567891 3.83669169 7.42165503 8.11522785 8.94133934 10.39525457 9.44374836 10.21173149 8.36257553 NA 9.63543391 8.59553238 6.86970734 9.73554536 5.36720680 9.11935151 9.63158925 7.67051958 7.39468733 9.82747895 6.36720680 12.28024964 11.55804454 9.79776656 13.25079006 12.85844327 5.96444715 8.13979639 9.15728377 6.92729442 9.34389945 9.15058278 8.05334814 4.60536395 12.98436815 9.16794093 8.59553238 4.98869377 1.08181681 10.07898415 8.29612377 11.96023878 10.17257865 12.24356636 9.35443431 6.27162923 7.28216362 9.67892596 9.54839096 14.66864440 11.19899641 10.45901514 13.62695009 10.25673035 1.08181681 11.58811218 8.70202442 10.25610617 8.72204962 7.97054769 8.54737116 9.60242329 12.09390532 10.87093067 11.45955739 4.96444946 7.14250023 5.62096463 14.15240861 10.46982189 12.86827845 7.52474777 0.08174865 -0.91811503 8.92258262 12.35923731 11.16809681 7.49543215 10.41104039 10.85122925 11.97301872 10.80503887 10.08461960 7.96444773 10.95717004 9.10832816 5.69651414 9.45466964 13.67282432 7.22646325 7.98869548 12.25701575 8.25172951 11.17224791 9.85081598 2.66675659 13.76452493 8.79536306 7.70751375 9.33931023 10.12892848 7.57365779 9.89398191 7.83669232 9.02825778 5.14789278 12.70339865 9.81905198 8.18509247 10.92297583 9.90517186 9.98040595 11.24890907 4.80972312 9.70385635 4.57365930 12.77752663 7.31542403 8.98267136 8.68357541 9.21077848 12.10417243 3.72566482 9.72114534 4.96444946 10.61074702 10.79605016 11.04650648 12.66418185 11.04180656 8.20592615 9.67239157 11.16295514 10.39752030 6.74714030 10.34154784 9.61708006 1.88916200 4.50806730 0.08174865 9.75599682 12.72510051 8.12346393 4.72565937 8.53713180 8.36951709 10.94133942 TCGA-CJ-4876 57 0 NA 1955 kidney stage ii t2b n0 m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 65.53.0 NA NA 3 NA 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0093035 2.7952682 10.0958245 6.7952695 3.2927670 9.6694667 13.9375649 11.3314601 9.6943603 14.2436293 7.6177003 10.3049286 4.1672375 9.4526411 7.4186133 3.5657921 2.1763866 10.7049867 9.4773394 9.6627305 10.0763136 7.8396642 8.2116328 9.2274434 6.0653590 13.2236918 10.5375299 NA 11.5341571 11.3274678 7.3943075 0.2927817 2.5151573 12.3420511 8.1916229 9.4442092 8.9978261 9.0465437 10.6847293 7.5343558 12.5867193 2.5151573 8.8071549 -1.2922985 NA 9.9408276 5.1171963 7.5873905 9.7705280 9.5866246 8.2076533 9.4710196 8.8396642 10.9061725 9.8176378 10.5762440 12.7413163 1.0297002 10.8965753 9.9142111 10.0526578 9.9960966 8.9943650 NA 3.4082499 2.0297356 -1.2922985 7.1996606 13.9642002 8.9757643 14.7614574 10.5976914 10.4689429 2.7952682 6.8976313 11.1227567 10.4776451 10.5042525 12.4972828 8.3713654 7.6850873 11.1309231 3.9932124 4.7301726 -1.2922985 NA 8.6041395 12.6017723 10.1986581 12.2290396 8.5199845 8.4117110 10.2875945 9.1875874 9.6195812 11.6559919 9.4710196 6.4082465 9.9305237 10.6296481 7.7467259 10.6761140 11.0387241 10.9690207 6.6561746 9.5119382 4.1202524 12.0753585 8.7329468 9.7926156 9.3934321 13.1550196 NA 6.6793506 10.6311348 8.1747809 7.9737737 11.8460790 8.1361673 11.5157658 8.3749186 9.5681182 11.8521468 10.0763136 8.3343010 5.4626937 7.7819485 10.3118971 1.0297002 9.9299984 6.8727143 5.7846218 11.8925276 9.2700498 9.1559235 10.5147595 10.9257649 8.9196955 11.1761691 9.1815131 9.5973112 7.8752253 0.2927817 10.8524654 6.0741286 0.7077898 9.7014532 3.9557313 10.7102707 4.8163335 9.2284260 6.0024280 3.6146981 -1.2922985 -1.2922985 10.9804370 10.9622453 11.7669827 11.5237908 9.1108192 7.1996606 7.1164344 11.3496332 10.6807870 10.8169849 8.5965506 9.5688942 10.8502334 4.0297356 8.1065509 -0.2921219 NA 9.8645223 7.7899561 9.0206903 8.7872921 10.7301750 12.9290167 12.7486962 -0.2921219 9.8267484 12.2927697 9.9984021 NA 1.5151573 NA 2.4082499 6.1590176 13.7097431 9.3197541 6.9074796 11.4480096 NA 6.5781719 8.6595875 10.3063250 9.3011983 6.8370905 11.6688951 8.8409494 11.2679012 10.4488529 6.3077199 9.4348767 8.9306022 3.8587767 8.1214351 10.5850914 0.54369000 0.47773000 0.00000000 0.64287000 -0.00854780 -0.65929000 0.00335880 0.02345500 0.02808900 -0.06327300 -0.07948600 -0.07948600 -0.07798300 -0.64910000 -0.64910000 0.54332000 0.51276000 -0.65939000 -0.64593000 -0.65338000 -0.65338000 -0.00121840 -0.00177250 -0.00416640 -0.66317000 -0.66339000 0.01254500 0.01254500 0.00335880 0.00072048 0.00072048 -0.00271900 -0.00271900 -0.65247000 0.03851800 0.03611800 0.02808900 -0.06327300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.116 0.533 0.000 0.000 0.000 0.000 0.490 0.490 -0.646 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.654 -0.654 0.000 -0.568 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.116 0.533 0.000 0.000 0.000 0.000 0.490 0.490 -0.646 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.654 -0.654 0.000 -0.568 0.000 0.000 6.082847 10.997826 9.092591 13.306558 9.180498 NA 2.707812 9.807812 10.557603 NA 8.933015 2.292782 8.474336 10.839343 7.366019 7.223508 5.489167 6.831929 7.511938 8.270050 7.239189 9.381116 5.946212 8.521588 9.530521 10.669980 7.922126 9.589686 11.132498 7.171332 12.055968 5.246967 6.965196 7.270050 5.167237 10.943522 9.916042 10.483006 8.726007 NA 10.265749 8.975764 4.685088 9.975179 4.489164 9.518379 9.928186 7.069750 6.495710 10.511938 8.189607 12.858189 10.448010 9.895159 14.002464 12.049465 7.537530 8.020690 8.811095 5.134073 9.840949 9.405644 7.025219 3.351657 12.966152 8.013869 8.780610 2.707812 1.292782 9.579712 7.818943 13.655216 10.326651 12.741316 8.587390 7.635585 7.164531 8.471020 9.972836 14.853719 12.497283 9.813716 13.789956 10.717286 -1.292299 10.914211 11.115341 10.594647 9.187587 7.746726 7.867678 11.100393 12.506279 9.503035 10.553297 5.626670 5.515164 4.515164 13.476970 11.702514 12.543266 7.834512 NA -1.292299 10.353015 12.645273 11.434366 7.667809 10.749466 10.8055102 12.4670713 10.8041930 10.2464811 7.3872876 12.2004115 11.7358859 4.5151637 9.9117669 16.3486947 7.7952702 7.1382595 11.7128878 9.8839804 11.3428451 9.2786116 3.5657921 13.1133476 5.7580899 5.5904493 8.6381010 8.8396642 8.1692867 10.0459865 6.1171984 8.5247909 2.7952682 11.2296530 10.1187885 9.0509930 11.0823034 9.9521710 9.6605484 10.0201230 3.9557313 9.9378277 1.2927817 12.5671362 7.5470110 7.1835411 8.5199845 9.9393344 12.6820425 5.5406969 8.6879467 4.0653569 10.6311348 10.2700496 11.0573649 11.8925276 11.2212881 8.8613593 9.5973112 10.7962642 10.5187804 4.6385431 10.7228738 9.6957818 0.2927817 NA NA 9.2955848 11.1918144 8.4012943 2.1672295 6.5781719 7.9318089 10.3307742 TCGA-CJ-4878 71 0 NA 2186 kidney stage iii t3a nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 65.53.0 NA NA 3 NA 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.4507457 6.0572640 11.7258490 9.2987426 11.1101843 4.2190136 8.4577096 1.4965646 NA 10.2726535 5.3840740 8.2380163 9.8076165 9.2353173 9.2353173 7.6942576 8.3791925 11.2706743 9.3307045 9.8707195 12.1182351 1.4965646 11.4787759 10.8085248 9.1997609 8.3470490 10.1149350 -0.8254657 3.9819805 2.3445445 NA 8.0724671 13.6616449 4.4965518 12.5772338 8.3013261 9.6019342 1.7595820 7.1461654 11.5749672 10.6128935 9.2066672 12.5957000 9.3243685 6.5669384 10.5523742 4.4600217 4.6981851 1.9819622 NA 9.5712261 13.5247318 9.1317235 10.2080443 9.0542046 7.6824160 11.1357093 8.1604634 9.5113289 11.2254903 9.2039086 7.6824160 10.3263040 10.2400375 9.3000349 10.8541015 12.0929256 11.2386905 8.8750612 8.9932676 3.5737865 11.3407845 8.3718381 10.6035050 9.4118313 10.3619735 NA 6.9428054 10.9726881 12.3298998 8.5213566 11.3338620 9.3154512 11.1739168 9.4070423 9.9177728 11.4118314 10.5771006 7.7407515 3.1746141 6.7060028 10.5940550 3.0815101 9.0994338 8.6258327 6.9361727 12.3965106 9.4046418 9.5365653 10.7810266 11.3366980 10.1068361 10.6578325 8.7079513 10.1009174 8.7253683 1.9819622 11.2624157 6.6258330 2.6008882 5.5321736 2.3445445 9.7147495 6.6824160 9.1171358 7.0312959 4.2190136 0.1746621 NA 11.2025274 9.9811710 11.1679137 12.3808727 6.8470473 9.6776719 5.2366151 11.3904577 11.3498590 10.6972029 9.0310469 10.4130262 10.4925992 NA 7.7633359 0.7595820 1.1745982 9.8646194 8.5453089 9.2831458 9.4863697 9.9236528 13.5073573 15.0175119 NA 10.8948657 14.3180843 10.0845145 NA 2.4965390 -0.8254657 NA 6.6903207 15.0458288 9.9526986 8.0934846 12.0011699 NA 8.6422268 8.6271096 9.7838001 9.9803652 6.9228139 11.5469423 9.4600235 10.1193335 9.6289206 6.9093315 10.5027353 9.6684769 5.5731079 8.9018613 9.6981834 -0.0011087 0.0029133 0.7738700 0.0207630 0.0058309 0.0108420 -0.0019399 -0.0235660 -0.0561730 -0.0923450 -0.0923450 -0.0923450 -0.0923450 -0.0253030 -0.0011087 -0.7962000 0.0029133 -0.8127400 -0.7913500 -0.7913500 0.0203430 0.0221640 0.0195990 -0.7932700 -0.7932700 -0.7987800 0.0043696 0.0043696 -0.0019399 0.5556700 0.0055090 0.0093098 0.0093098 0.0045800 0.0009741 0.0322810 -0.0561730 -0.0923450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 -0.724 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.791 0.000 -0.724 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.799 0.000 0.000 0.000 0.000 0.000 4.8750625 11.8691970 8.9160884 13.4080164 10.2278685 NA 3.3445445 9.8819805 10.1375174 3.3445445 10.8292574 8.1942122 9.5485740 10.9332610 5.5144726 6.1746221 6.7520501 6.5233502 7.4225492 8.8558599 9.4189851 9.8654923 -0.8254657 9.5669388 9.6442632 10.3619735 8.8646195 8.6320024 10.6927828 7.6381455 11.8276097 1.4965646 6.7893315 7.1576147 8.2831458 10.6304623 10.3090477 10.1597518 8.2487630 -0.8254657 12.8713716 7.9194551 2.9819805 10.2857571 4.2620873 9.2380165 8.6523797 5.7292101 7.1404055 10.3986230 6.6664740 12.7011206 10.9274201 9.9924045 13.9155616 13.3347292 7.4553922 7.7856460 9.3218264 6.7520501 10.2857571 8.8148663 7.5409432 3.9295070 13.8708826 8.8310462 8.4507457 4.8750625 2.8750526 8.3937899 8.8698498 13.8678905 10.6113330 12.1182351 9.5453087 8.1200652 7.3649891 9.8229790 13.4386974 14.4566238 12.5957000 11.5401237 13.4320092 10.4272869 1.9819622 11.0208953 8.8094325 9.3103306 9.3432934 9.3000349 8.4177956 10.2059779 12.7235637 8.8488135 11.3727595 1.4965646 6.6744677 5.7893302 13.9775678 10.7828762 12.8389576 6.2299032 0.1746621 -0.8254657 11.8600272 12.6023271 10.9950357 7.9261655 10.8974289 11.534096 12.993204 11.061842 9.800330 5.105360 12.593792 12.533410 5.902542 9.729210 13.631937 7.044986 6.344546 12.378517 9.560484 11.127363 11.581092 0.759582 14.350561 6.374687 5.789330 7.717305 9.523349 8.674467 10.741627 8.243400 8.932845 4.081510 12.042093 10.794841 9.525561 10.520581 10.714749 10.402839 11.090874 3.981980 10.162596 3.262087 12.310057 8.629949 5.969038 9.054205 9.428741 13.089847 3.929507 9.289665 2.759582 10.972688 10.443163 11.508336 12.396511 10.604028 9.350794 10.100917 10.976734 11.031825 4.496552 9.937003 9.797588 0.759582 5.929509 NA 11.234980 11.877893 9.416605 3.081510 8.642227 7.785646 9.430830 TCGA-CJ-4881 41 0 NA 2014 kidney stage iii t3a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 2 4 2 2 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2760146 10.6809397 11.4243749 10.4312073 9.0436417 6.7363979 9.4678741 9.5874349 8.5183105 11.2525298 6.4475676 10.2602241 10.6682322 4.0175835 11.6152181 9.1819277 10.6170790 10.1695824 7.8277936 8.2161609 9.8786524 9.5440481 7.9483164 8.8852013 4.6290127 9.6654374 8.4041602 1.1696044 7.4987056 9.5262545 8.9678923 10.6923601 9.6371880 5.7424725 9.9270858 12.2180693 11.0552788 10.0275634 15.9158133 8.3233876 10.2019037 5.2905977 10.3549535 7.5022900 8.7694954 3.0477129 9.8256497 8.5704618 9.0644000 9.7164769 8.4494252 8.2183419 8.6371878 6.4915100 13.2531947 10.7839242 4.7783926 11.3636005 10.9844083 8.0619733 NA 9.4354319 9.9164326 8.1353666 9.1796909 9.3019536 9.8398845 10.9753262 8.3751311 11.0269383 3.4915068 8.3294537 -1.1523237 1.1696044 9.5550133 5.2226925 8.9110495 9.5385254 9.7989390 8.6469359 10.4545221 9.8334962 11.5106920 9.7394380 10.2707702 12.2250004 3.8920510 11.2157842 10.6848880 9.5121016 9.3244004 9.8033042 NA 4.4326187 3.4915068 2.0175656 6.3152601 14.1614585 10.1718348 10.1491505 10.1958291 10.3731751 4.5200828 7.0325296 10.1370969 10.5713152 10.1307426 11.5669896 9.7025227 9.6067102 10.3244005 3.3712103 3.4915068 5.1144420 -0.1523237 10.2024547 14.5665350 10.1645015 11.1382492 9.1763293 7.5094322 10.2575756 8.1214501 9.8660980 7.1830448 8.8658545 6.9351167 9.9398432 9.1963825 8.0932068 10.5644737 13.8511722 11.3734198 9.8441278 9.4033363 2.9427397 11.8745235 8.9509422 9.6805443 10.0607585 9.6558140 5.0571080 7.4549844 11.0482465 9.0171909 7.3588138 11.0185182 8.3029816 10.5983613 8.7241714 9.7056353 12.4385922 11.1947220 9.4839345 5.2226925 8.3712164 10.1307426 -1.1523237 11.5378706 7.9324628 6.2485329 12.6952011 10.4933128 8.8349182 11.1161963 10.0503904 8.8920485 10.8638079 9.1353666 9.9916752 6.7118404 2.7545455 11.1159039 7.3984008 4.5608005 8.4642031 4.7545455 10.2957707 6.4475676 10.4046297 7.1228942 5.5341550 NA -0.1523237 10.8790109 10.4382414 11.1135623 11.6127332 8.1399759 7.9854139 6.2456288 11.0722590 10.9551984 10.6542040 8.7605437 10.2291972 10.6129404 -0.1523237 9.5908058 1.1696044 -0.1523237 9.8734859 8.4269704 10.1886170 9.3751313 10.3746425 12.9101221 12.5849017 3.1695883 11.6121113 12.2659022 9.6582259 -0.1523237 4.0175835 2.1695723 0.8476763 6.3233881 13.9066184 10.8033042 7.2313585 11.4415123 NA 8.6257315 9.1634039 9.9910375 8.5428825 7.5129901 11.2589005 9.0534475 10.6642380 9.4326169 8.8810772 10.3829297 9.2345945 4.6025400 8.2544972 11.1647842 0.639040 0.011420 0.188000 0.026112 0.000000 0.794060 0.011420 0.036955 0.021623 -0.016147 -0.016147 -0.016147 -0.016147 0.015607 0.015607 0.637190 -0.504720 -0.505550 -0.505550 -0.134940 -0.510200 -0.117810 1.014500 -0.165850 -0.165850 -0.134950 -0.495780 -0.500570 0.011420 -0.051027 -0.051027 -0.313280 -0.313280 -0.502440 0.037661 -0.429180 0.021623 -0.016147 0.000 0.000 0.000 0.000 0.000 0.449 -0.310 -0.502 0.000 0.000 0.000 0.000 0.000 -0.429 -0.429 0.000 0.000 0.000 0.622 0.072 0.365 -0.102 0.000 0.000 0.000 -0.506 -0.344 0.000 -0.103 0.990 0.000 -0.166 -0.166 0.000 0.000 -0.135 0.659 -0.492 -0.492 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.449 -0.310 -0.502 0.000 0.000 0.000 0.000 0.000 -0.429 -0.429 0.000 0.000 0.000 0.622 0.072 0.365 -0.102 0.000 0.000 0.000 -0.506 -0.344 0.000 -0.103 0.990 0.000 -0.166 -0.166 0.000 0.000 -0.135 0.659 -0.492 -0.492 0.000 0.000 8.423194 11.100320 9.219431 10.489706 9.188617 6.114440 5.602543 9.794561 10.607126 3.239978 9.210694 4.870024 8.940411 14.444979 8.441979 8.632289 5.642069 8.088446 8.694712 8.044871 12.370726 10.354953 4.339508 8.625731 9.273678 10.262868 9.222694 6.736398 11.393584 7.239972 12.179536 4.095578 6.881077 7.708741 7.432617 10.674997 10.530210 10.364339 8.871409 NA 11.220791 8.832073 5.667833 10.025074 4.705635 9.797481 9.963998 7.804756 6.875560 10.054058 7.632289 12.890083 11.996607 9.865854 13.171835 12.862198 7.307086 9.186391 10.774691 8.919117 9.663038 9.604211 7.807656 7.671022 13.188408 8.667833 6.527134 7.066823 4.730298 10.672215 8.484279 13.183324 10.160537 12.225000 9.044871 7.076473 6.258487 14.220553 10.387782 15.722143 11.566990 10.978868 12.604106 10.334992 5.520080 11.881937 9.873486 11.475188 9.054669 8.093207 7.819198 11.181089 12.423430 10.721867 11.849062 5.323388 7.919117 5.680544 13.900737 11.008156 12.547227 8.294737 NA -1.152324 10.726088 13.149436 11.426933 7.612526 10.457756 11.073765 12.241179 10.368764 10.127845 7.480650 9.828508 11.664838 6.484278 9.686858 13.105973 8.518310 7.151435 12.349719 8.400324 11.663038 9.734113 3.095587 13.065461 7.693552 7.076473 8.195652 9.830648 8.242117 10.033149 6.892049 8.585747 5.548094 11.641867 10.083669 8.174084 10.890682 10.441979 10.050390 10.613355 3.892051 9.885887 6.265506 12.762276 8.102683 6.512990 9.176329 9.513834 12.791909 7.816321 7.935117 4.870024 11.048246 10.591647 10.859930 12.695201 10.328444 8.386813 9.991675 11.314496 9.997478 6.520080 10.308110 10.299896 2.017566 -1.152324 -1.152324 9.901580 11.354160 8.794560 3.169588 8.625731 8.064400 9.711840 TCGA-CJ-4882 57 0 NA 1883 kidney stage iii t3a nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 70.53.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9776466 10.4589496 14.7508815 8.2658208 8.8753405 5.7939531 10.4837838 7.2596162 9.6183807 3.1777424 8.9638772 9.0775918 8.9193043 10.2819836 8.9330164 8.1565225 7.7853393 6.8773688 13.4946396 10.8874641 1.9865930 11.5296291 10.6093508 9.3412139 NA 7.1363442 10.8533611 8.9619676 9.8067763 8.9959593 9.1681636 11.2126080 8.8194875 11.3823135 4.3558338 8.3959882 4.6110897 0.4016305 9.7224353 7.7190472 9.0634129 10.0553756 9.9494933 8.7744998 10.4058553 9.4837837 11.6021779 10.0678588 10.5976220 11.8328712 4.6495637 11.2840830 10.8919843 10.0907592 9.2234088 10.0071143 2.5715555 9.7918038 3.1020702 NA 7.1829942 13.7986409 5.3085247 10.1020745 10.0942503 10.6939565 5.8934884 7.4514831 11.1016410 10.7398140 10.1227339 11.8209288 10.2665947 7.7503626 10.7048447 7.4295406 5.7939531 7.5101589 0.4016305 9.6328560 14.3921377 9.1397271 9.5022972 9.8046468 8.0015478 10.0355381 8.1295550 10.3354287 10.3565581 9.1158804 8.3025014 10.8781127 8.8874640 8.5257561 10.9818934 12.1051058 11.6979775 9.3294127 9.4138682 4.5851188 11.4623307 9.4636809 8.3470787 9.6110881 11.5781197 8.0163448 8.4596267 11.0373529 6.9644876 7.1748398 10.5354193 8.7853390 11.2226115 8.8089024 10.1606907 11.6844337 10.1414154 8.8785632 6.0309915 8.0015478 10.2603929 1.7235586 11.5926940 10.0775918 6.8610658 12.1452070 10.1887211 8.9291119 11.8904791 10.6220131 9.6049827 11.0708520 9.3130268 10.4446621 8.5988516 4.6495637 11.7788453 7.7099736 4.7591878 5.5309166 3.4016305 10.0355381 5.9865975 10.3986731 7.4528441 6.3204973 2.8610621 1.4016305 11.1498276 10.5257561 11.0513401 11.6055945 6.8445777 8.6870369 6.0113301 11.4734323 10.8839386 10.9992218 8.5462930 10.1235883 11.4288497 4.6495637 8.9809507 -0.5983695 NA 10.5431034 8.1895375 9.5914593 9.0687463 10.6489690 13.8360024 13.7209541 2.9865930 11.4364337 11.2085871 10.8620907 3.3085211 3.7939479 2.8610621 NA 7.1020744 14.2727700 9.4253892 7.6110883 12.0762685 -0.5983695 8.1895375 8.5397272 10.0499924 9.7982396 6.8934884 11.2611696 9.4100633 10.7184820 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11.922744 10.166506 9.786418 5.940794 10.085507 11.052543 3.649558 9.737025 5.156522 9.425389 12.859529 9.675430 8.412862 6.143102 7.611088 9.519278 8.088135 9.460979 10.284278 6.581544 9.422615 9.248692 10.449440 9.986597 10.005261 11.206976 9.896490 12.547879 2.571555 6.510160 8.253384 9.267368 10.585270 10.1755982 10.1992963 8.7437095 0.4016305 11.0780327 8.7503630 6.9562240 10.4996668 3.7235586 10.5771844 9.5347770 8.0418798 8.7766742 9.9475646 9.0933782 12.8774949 10.7987746 9.8600414 13.4182690 13.0907592 7.4016347 8.8753405 10.2812180 8.6870369 10.1380368 9.8194873 7.7190472 9.0071142 13.8411411 8.8651592 8.0951216 8.4184430 4.6870383 10.6625544 9.0436865 13.5761704 10.0508910 11.8328712 9.3500021 7.7190472 7.2813403 10.6853019 11.6651974 15.7349299 11.8209288 11.6418299 13.0440250 10.8147338 3.4016305 11.0828732 10.1648471 10.5945440 8.9865972 8.5257561 8.0986022 10.8099645 13.0297385 11.8435415 11.3085254 5.8445790 7.1565220 5.8110265 14.2514885 10.6274447 12.6574011 8.1927978 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4.161568e-07 10.61782658 10.35009652 8.26736163 NA 13.55251171 8.99510768 12.65725947 NA 2.24671210 7.96817890 9.23925076 7.59027191 10.49419187 8.38975006 12.16845435 9.21143279 10.98719500 8.30294548 1.29172142 9.21398391 9.04182695 7.33298624 12.27727043 NA 6.11371925 NA -0.51560404 10.02449131 10.02884469 7.26244067 3.65428659 9.02449117 9.29413134 10.18913145 11.49366700 10.37005963 8.97421122 6.47304817 9.10458303 9.97019248 7.05421901 11.29131554 7.91690533 10.25130618 10.12957127 4.41510287 10.96288010 9.45518808 10.43455463 10.51950593 7.81975375 7.34545049 9.99056663 9.01752751 7.70110889 4.52875883 0.06928971 9.97220325 8.89269307 2.80628281 7.37310614 9.84301449 3.57182241 10.76048760 8.76860913 4.94379477 10.98667295 10.83143092 11.45770186 9.26408270 15.85257126 8.34389811 10.93351186 4.29172142 9.27226586 7.01574509 6.62391513 1.29172142 10.03077540 9.66427234 9.07214065 9.56917168 8.78585947 7.77898387 8.94686564 6.88096831 13.31754982 10.77783491 NA 11.55766803 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11.12189376 7.54775828 9.46521681 11.71558441 10.09354195 8.58503877 5.39125218 6.77438252 10.26449280 -0.51560404 10.66365034 8.20717054 6.76513424 12.72202135 10.72872707 9.37766475 10.73466161 11.82685463 8.76976546 10.58128260 8.94379477 9.96918619 7.82198503 -1.51581030 10.91951260 6.11371925 5.37918080 6.57182544 3.06932409 10.78127946 5.32985194 9.75232026 6.09457601 5.39125218 0.06928971 1.29172142 11.25130618 10.33494073 11.26202952 11.37082192 9.02932754 8.96410314 6.63446549 11.09838284 10.52739050 11.02327961 9.10549947 10.11052859 11.34253852 0.48439596 8.80854369 0.06928971 -0.51560404 10.10137142 8.35472807 9.37690612 9.11554025 9.60719122 12.86225157 13.31041511 0.06928971 10.07073399 12.56418132 10.14034104 -0.51560404 4.67418944 1.48434440 0.48439596 7.00792541 14.03074528 10.07635306 7.86374150 11.30613724 NA 8.67542254 9.33974558 9.79781324 9.34545005 7.13182199 11.56218035 9.46806946 11.22245550 9.70831658 7.90852953 10.57381369 8.50811763 3.69770711 8.29654046 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-1.4985863 -1.4985863 10.1283163 12.5765506 10.6064923 7.6227723 11.0493379 11.015459 13.126319 10.434560 9.707032 5.489922 11.652572 10.269836 5.101150 9.891407 15.201218 7.663630 7.645897 12.397754 9.425309 12.190800 9.847752 2.201665 14.621618 5.408851 5.115949 10.719862 9.290772 8.835512 10.365812 7.958763 9.565099 5.071093 12.348100 9.164797 10.173222 10.558553 10.273141 10.752129 11.414502 3.630522 9.708253 9.998092 13.137431 9.669911 9.902651 8.346729 9.111737 13.354987 2.408141 9.178077 2.749170 11.216343 10.335315 11.912352 12.674447 11.543069 8.744412 9.430497 10.252364 11.050848 5.758626 10.050542 8.858790 2.308594 4.086198 -1.498586 9.656057 11.308400 9.241019 2.960679 7.028715 8.997094 10.492406 TCGA-CJ-4886 42 0 NA 1952 kidney stage i t1a nx m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 2 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.387189e-07 10.3123080 10.4881158 8.0191837 -0.4071722 11.8832261 8.8280959 12.1207627 0.5929234 0.8738919 7.3905809 10.4998098 6.3276281 11.0031056 8.4740332 12.0257221 8.7913641 10.7656592 8.6803820 4.5236560 10.1431850 8.5206972 6.7014437 12.2755847 NA 5.2511321 -0.4071722 -1.4069809 9.8898354 9.6863368 7.0482460 3.8783232 8.4194677 9.4194677 9.8591201 11.2085488 10.6902930 9.7521598 5.7222010 6.7578260 9.9636066 6.2149718 11.6046706 4.6590112 10.6663913 11.3467627 3.2367681 11.0363809 9.6013478 10.1932968 10.6090310 7.9959311 7.1703477 10.6874291 8.9372152 7.9548628 8.7183329 -1.4069809 9.7394878 8.4384093 1.5929234 5.8783207 9.0933529 2.5929234 10.0982345 10.5748433 6.2511302 10.6495434 13.1359510 11.1427039 10.6475235 15.7595139 8.6750682 9.9305412 4.4258084 9.1627747 7.3970499 7.4162866 1.1778540 9.7375774 9.5095452 9.0666250 9.6386788 8.4273904 8.1125552 9.2168007 7.2475554 13.4103526 10.5427460 -0.4071722 11.9340210 10.6211292 8.1703482 NA 6.2724002 12.0066793 7.7247764 9.8217380 8.6208254 7.5957341 11.2340678 9.7876760 12.6620022 3.2367681 9.4305471 -1.4069809 NA 10.3824528 6.4877372 8.7925915 9.7913643 10.2524692 8.5985439 8.9820127 9.5442039 11.4673800 9.6187509 10.1145197 12.5779606 1.5929234 10.7872883 10.5922146 9.9433060 6.9852363 9.9879177 NA 2.4998076 3.8023690 NA 7.4034910 13.6717789 10.6321810 12.7374978 8.9316556 9.4423244 4.4998076 6.3742796 10.5893927 11.0332694 9.5236566 11.4801494 8.7375776 8.6697348 10.7442529 6.0523507 4.6373146 2.2933705 NA 9.2140553 13.8529199 9.5221776 9.8301292 9.8223388 8.0827670 10.1267356 7.7247764 9.7671584 11.3736640 9.2349709 9.2475552 10.0629882 9.8966999 9.0997226 11.4572988 12.1435458 10.9616985 9.2313551 8.8643821 4.9117779 11.4321230 9.3436261 10.6390201 9.4702033 9.7007901 NA 8.6603536 11.3223275 9.7580774 8.2567088 11.7997810 8.8550142 11.3184985 8.6318380 10.4747979 11.5158752 9.6724039 7.9465069 5.8313250 6.8736902 10.5206971 0.1778540 10.1783513 8.6590083 7.3840818 12.9278908 9.6549653 8.8550142 10.8268384 10.0752229 9.6495569 10.5127918 9.0044303 10.2108458 8.1398138 2.0523463 11.4313353 9.0368989 3.7222037 8.1475082 4.2367758 10.7391697 7.6318384 10.0042130 5.7013383 4.8966981 NA 0.1778540 10.8725298 10.3930103 11.1620628 10.6542904 9.1388490 8.8429452 5.9696087 12.3716124 10.6437882 11.5379972 8.9959313 10.0497870 11.4917095 -1.4069809 7.8783213 -1.4069809 NA 9.9943321 9.2582551 8.9559588 8.3002784 9.3293212 13.3516109 14.5962614 0.5929234 11.7993232 12.2930338 10.1970091 -1.4069809 5.0191859 0.5929234 NA 7.2968226 14.4664595 8.0967452 8.3377530 11.9431678 -1.4069809 8.6097276 8.8459513 9.5005611 9.6836933 7.7777945 11.2970390 9.7034025 11.2524692 9.8378777 8.6027479 10.6414061 8.4740332 5.2964060 8.0821650 9.8707878 -0.0013858 0.0322810 0.0372170 0.5105400 0.0196430 -0.0261670 -0.0071958 0.0040243 0.0210430 0.0086135 0.0086135 0.0086135 0.0086135 -0.0013858 -0.0013858 -0.0194170 0.0322810 -0.4449100 -0.4449100 -0.4449100 -0.4449100 -0.0038779 0.0595080 -0.0258470 -0.0258470 -0.0261670 0.0287630 0.0287630 -0.0071958 0.0000000 0.0000000 -0.0049343 -0.0049343 -0.0107840 0.0238470 0.0251100 0.0210430 0.0086135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.445 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.155162 11.922435 9.194690 12.466844 9.679055 NA 1.400265 9.506557 10.910614 2.914852 8.885241 7.612510 9.525872 13.126918 8.160875 8.189109 6.631838 8.282917 8.023372 8.458653 10.550021 9.700136 6.334386 8.759082 10.042068 10.822639 8.898981 4.400271 12.152894 9.118440 11.977413 3.236768 7.014983 7.207629 7.680382 11.284445 10.383675 10.595734 7.838472 NA 10.150861 8.776555 6.475562 10.593271 4.637315 9.944411 9.438409 6.100715 7.526610 10.332278 7.943859 13.363532 10.098731 10.523657 13.317326 13.084459 7.558704 9.341112 9.909201 8.000187 9.325087 9.046190 6.836093 5.711861 13.139874 9.525134 9.651587 5.802372 4.347807 10.309739 8.893272 13.345457 9.562306 12.577961 9.456331 7.943859 7.169819 10.073205 10.977703 15.931690 11.480149 11.637143 13.644086 11.101704 -1.406981 10.598544 10.806023 10.462899 9.152296 9.099723 7.755310 9.924956 12.996863 10.892700 11.666388 5.147506 5.084774 7.088774 13.938696 11.070678 12.394628 6.493787 NA -1.406981 10.472120 12.723811 11.272819 7.601348 11.088774 11.325087 13.049466 10.765659 10.143185 7.685677 11.014984 10.655303 6.910332 10.539826 14.633102 6.214972 8.422642 13.349883 9.112555 11.928030 10.322965 2.499808 13.939537 5.354205 6.002311 8.432265 10.631152 9.362757 10.404695 8.334386 8.958837 7.019184 12.323071 9.836093 10.202560 10.486221 10.538729 9.730551 11.147028 3.052346 10.163724 6.535434 12.611907 9.336071 8.194690 9.822339 9.249979 12.745759 5.499811 9.228637 5.732470 11.322328 10.467132 11.083770 12.927891 11.144387 9.688975 10.210846 10.664046 11.031537 5.680383 9.752791 9.317433 0.177854 7.162775 NA 10.852957 10.995497 9.740124 6.192831 8.609728 8.289887 10.110589 TCGA-CJ-4887 48 1 932 NA kidney stage iv t3a nx m1 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6701100 10.0849511 3.7350455 12.0192119 9.0878958 10.7237280 10.0479262 7.8025674 -1.1716934 10.7554788 9.3936547 8.0497397 4.9366756 -1.1716934 9.7566711 8.3556295 1.9980872 7.8698116 9.9092367 4.6095127 10.9734480 8.0278253 3.2875905 9.8981864 10.9999550 11.0065063 9.9470938 16.2866795 8.5492518 10.3369379 4.8942406 9.9924311 7.7380456 5.8168377 2.3212932 8.7365453 9.9096362 9.0080619 9.7380458 8.5076329 8.6626239 9.0665575 6.3279981 14.0436478 10.7153733 -1.1716934 11.3772154 10.3793563 8.6209430 NA 2.7350455 10.9212401 8.6290527 9.3240077 8.3260047 9.2086138 10.4565983 7.9651436 12.0439177 2.6354990 8.6176864 -1.1716934 NA 9.4308516 6.3038867 8.9702598 9.7320346 10.1381974 7.8505207 10.1387655 9.0412569 11.5889662 9.6111510 10.2145541 12.4357142 -1.1716934 10.7868685 10.3413868 9.7267541 9.5830403 10.0235248 NA 3.3517131 4.9980781 -0.1718559 7.4168676 13.7371082 9.3624556 12.9463638 9.4492888 10.0855406 5.0179753 6.8670711 9.9974513 10.1393334 10.5788597 11.0113879 9.6837998 10.2998279 10.6294569 2.2875905 2.4131066 -0.1718559 -1.1716934 10.4957078 14.0216395 9.1557052 10.9606524 8.5611680 7.4280653 10.2438944 7.9955710 9.7438005 13.1142050 8.9275004 6.0855415 9.6379771 10.2710962 7.9129612 10.8122150 13.1232041 12.1826776 9.6665688 9.4253393 2.7263517 12.1914661 8.9829708 9.9606524 10.0448986 10.5888727 3.5285963 7.5216397 10.9412437 9.9440807 9.0479140 11.4945986 8.5389591 10.4074686 7.6483317 9.9696212 10.9851838 10.3634280 8.6721994 5.5560738 6.9980781 9.7823489 -1.1716934 10.5036687 7.7852550 5.7588894 12.3704591 10.8047168 9.4801013 10.9609737 10.0111677 9.4538616 10.8033917 9.0737054 9.8989444 7.2544174 -1.1716934 11.2199333 6.2290322 9.8081852 5.7706679 3.5830376 10.1325040 3.2875905 9.7213783 6.2850415 5.7470167 NA -1.1716934 11.1627053 10.4827887 10.8313192 11.5198962 8.1966592 8.2586051 6.0344843 11.2083431 11.1282192 10.5826227 8.7335398 9.9593666 10.6111509 1.4131066 8.4410211 1.1501047 -1.1716934 10.0222939 9.6176864 9.2449503 8.3059108 10.0161233 12.5596839 13.7867507 NA 10.6070512 12.5644489 9.9056361 -1.1716934 4.5143748 -1.1716934 0.4131608 6.0179776 14.0891090 10.0873074 6.6799023 11.0911284 NA 8.0327241 9.0345811 9.9535662 9.2064476 7.3159927 11.1287913 9.9182652 10.9093032 9.2017355 9.3408931 9.9457958 8.8752766 4.8942406 8.7020736 11.0293577 0.00138680 -0.00083160 0.00847430 0.47856000 0.46605000 -0.00539920 -0.00899060 0.00416320 -0.00041585 0.01922300 0.01922300 0.01922300 0.01922300 0.00138680 0.00138680 0.00138680 -0.00083160 -0.50204000 -0.49120000 -0.49120000 -0.49120000 0.00444110 0.47256000 -0.48953000 -0.49340000 -0.00539920 -0.00415460 -0.00415460 -0.00526100 -0.00234150 -0.00234150 -0.01257600 0.00485790 0.00388540 -0.00346270 0.03157700 -0.00041585 0.01922300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.490 0.000 0.000 0.000 0.473 0.473 -0.490 -0.490 0.466 0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.490 0.000 0.000 0.000 0.473 0.473 -0.490 -0.490 0.466 0.466 0.000 0.000 0.000 0.000 0.000 0.000 6.254418 11.692145 9.292698 12.991252 9.241781 NA 2.150072 9.601292 10.754078 3.472007 9.590535 6.122774 8.922230 15.550493 8.273168 9.099616 6.528592 8.235420 9.241781 8.104277 11.095525 10.673251 6.722970 9.550960 9.522511 10.389441 7.850521 6.596337 11.016123 8.390395 12.254796 3.872543 7.867072 7.970260 8.632284 10.387052 9.777979 10.040649 8.704670 NA 9.937983 8.516403 6.576345 9.860198 6.486364 9.544115 10.017977 7.047321 6.359533 9.705437 6.549252 12.738514 11.079339 9.579697 13.218523 12.424056 6.576345 8.498809 9.662624 7.915615 9.624192 9.793215 7.532057 3.413120 12.667356 8.846353 8.627434 -1.171693 NA 10.590119 7.965144 12.963622 9.932751 12.435714 8.777980 7.008062 6.220469 11.969781 9.847048 15.075450 11.011388 10.443782 13.022371 10.598404 -1.171693 11.916941 8.322008 11.089366 8.396109 7.912961 7.695432 9.851214 12.136065 11.300082 11.327749 2.828144 6.998078 6.295758 14.012642 10.869812 12.304393 6.486364 -1.171693 -1.171693 10.028438 12.632485 10.962075 7.446538 10.250217 11.7572261 12.2432342 10.5019034 10.1095032 8.1702275 10.6254089 11.4433225 6.1500803 9.8337772 12.8250004 8.3653710 6.8834351 12.2433214 8.9314405 11.3043926 10.1077633 1.9980872 12.9627394 8.3708753 7.2793636 8.6990876 10.1613080 8.1680026 10.1785394 8.0005803 8.8051751 6.2793636 12.4680586 9.5526666 8.8601984 11.0500419 10.9596882 8.7184171 9.9142888 4.7588894 10.6107415 2.9156165 12.7452347 7.6736426 8.1455654 8.5611680 9.6526898 12.3215078 4.6355048 9.2845072 3.9156165 10.9412437 10.3205067 11.2306319 12.3704591 11.2134758 8.7214543 9.8989444 11.4990302 10.3190286 6.9418951 10.2596503 9.7115596 0.4131608 3.2204693 7.4391776 10.3260045 12.2410056 8.8847905 4.4428639 8.0327241 7.7410422 10.0629702 TCGA-CJ-4888 59 1 1567 NA kidney stage iv t3a nx m1 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 2 NA 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.32435451 9.84499788 12.14507659 10.25407634 15.01880521 7.83611980 8.75365735 5.06612364 9.60217810 7.29716940 8.02959920 1.30363465 6.72988989 9.68609427 9.14642383 9.41662254 9.97907759 8.29393140 8.98812284 7.05851241 13.13034328 11.18036073 1.49625781 11.51499142 10.66710853 8.67493444 -0.50369106 9.86804622 9.56571940 7.73706072 10.46493644 9.09059438 9.48211154 10.78080458 8.63326082 8.62063663 2.19670146 9.05085863 0.81819613 NA 9.70876611 5.86259273 8.74775192 10.07558558 9.87239509 8.48211175 10.63582104 9.78686456 12.25852605 9.59034733 9.87564800 12.64387208 3.78167445 11.03439553 10.59067724 9.73527135 6.92672177 9.92305853 -1.50389562 2.58373569 2.88857766 -0.50369106 7.02374659 13.56919776 5.06612364 10.06849616 10.02179048 9.87889375 4.92253564 6.57841798 10.26858422 11.06398808 10.10267493 11.68200305 10.50679779 11.38177540 10.62716195 6.11832235 3.81819613 1.49625781 0.81819613 10.11235896 13.98962477 8.34175986 9.95774908 9.50959233 7.42700688 9.93402179 7.86695680 9.18992214 5.08123309 8.88751339 6.14732095 10.54240800 10.00505480 9.05277561 12.14855447 12.82023919 11.18189448 10.02716359 9.19777548 2.54764724 11.60054077 9.64347455 8.27926791 9.28147687 11.10082289 -1.50389562 7.57308515 11.67197514 10.07729134 6.15369591 10.98184745 8.36663433 11.10429341 6.40316033 10.22078351 12.52443473 10.16204962 8.92344634 6.21051550 6.77704091 10.22673983 NA 11.28478409 8.06612526 6.85382104 11.89834906 10.36316220 9.37432051 10.99337299 11.19106279 8.98511386 10.83239677 9.62297408 10.31604955 7.89287427 1.66621122 10.51724961 5.43878520 0.81819613 6.34175986 3.70572361 10.54509711 6.14012627 11.00257722 8.42152755 5.81819869 NA 0.08120326 11.39977496 10.37585289 10.96183607 11.19019216 8.66869710 9.81527553 6.23009924 10.64538166 10.52728160 10.96081539 9.10452459 9.54271153 11.43566521 1.08120326 8.46061070 NA NA 10.24320374 9.31005082 9.33547343 8.66744653 9.55222988 13.01092207 12.98749644 3.40315863 9.75188846 13.04947893 10.80290098 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0.000 0.000 -0.180 0.000 0.000 0.000 0.000 0.000 -0.102 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.142 -0.142 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.123 -0.123 -0.182 -0.182 0.000 0.000 4.871311 11.075350 9.122891 11.214803 9.443907 3.140124 4.686091 9.318044 10.438418 5.507497 10.062799 5.744196 9.216514 14.873734 9.836676 9.472834 6.438784 7.165154 9.708766 8.141928 8.681145 9.785136 8.314852 8.768900 9.705723 10.687020 8.225890 3.081237 11.989124 7.998107 12.001445 4.140124 7.638377 7.360456 4.705724 10.703284 10.618774 10.173989 8.602178 -1.503896 11.034701 8.319637 5.980085 10.375853 5.827186 10.263213 9.899814 6.210515 7.695942 10.010984 8.851621 13.238158 10.342152 9.928289 13.224296 12.609198 7.453372 9.703284 10.150010 9.131988 9.924106 10.747456 7.412149 6.583733 12.919648 8.456271 6.884287 6.939214 3.818196 11.213303 8.697168 13.280240 9.901943 12.643872 9.056602 8.237737 6.315619 9.683003 10.242784 15.338632 11.682003 12.175420 12.996489 10.652669 3.450472 10.936360 8.493449 11.584395 9.325992 9.052776 8.228030 10.299190 12.786865 12.511336 11.712409 3.625551 6.284172 5.251159 13.636183 11.152471 12.506885 6.366635 -1.503896 -1.503896 11.312853 13.014370 11.417547 7.047016 10.817634 11.337834 12.706408 10.928551 10.011970 8.800051 10.293931 12.745161 6.939214 9.956214 14.277373 6.096182 7.462054 12.354712 8.889660 11.744790 10.580746 3.303620 13.449420 8.292520 7.456271 8.291627 10.168695 8.504698 9.890196 7.840566 8.893762 6.456272 12.223552 9.916230 8.889660 10.833334 10.708766 8.905660 11.297170 4.666194 10.824103 5.316450 12.490073 8.757189 6.795477 9.509592 9.845424 12.714530 10.150010 8.446097 5.081233 11.671975 10.658661 11.545267 11.898349 10.830264 8.887513 10.316050 11.152471 10.456681 6.943353 10.110519 9.829984 2.403159 2.196701 1.081203 11.944515 11.378832 8.740633 4.871311 8.858214 8.161606 9.702063 TCGA-CJ-4889 63 0 NA 1946 kidney stage i t1a nx m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 65.53.0 NA NA 2 NA 3 5 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0119238 9.5254558 8.9431416 8.4274340 8.5959400 7.3169132 13.3590782 10.7473749 3.1377658 11.6691513 10.4970531 9.5438931 -1.5627723 7.7592584 11.5837397 7.9451248 10.4415506 6.9211459 8.3783777 11.3076949 9.7052873 10.1603169 1.8967756 9.1871996 0.7592411 0.0223323 9.8058366 7.0033841 9.3539562 9.9691990 9.6631402 8.7099599 9.8906008 9.9039165 11.5455753 9.5562713 10.1132872 12.6628389 8.0260448 11.1381058 11.1251432 9.6601250 8.3381971 10.3846018 NA 2.6072474 2.7592624 NA 6.1377699 13.3151894 8.2843874 12.7027987 8.8844135 9.9837424 5.2702187 6.7904775 9.8781993 11.0930845 10.2824281 11.3833829 9.3710208 9.4067167 10.3958829 6.7181013 3.1377658 3.8967659 0.0223323 9.4748771 13.7014795 8.6685514 10.3632554 10.2972531 6.7087928 10.2402504 7.1481369 9.2177716 9.2686374 8.7076256 8.4926127 10.3233429 9.7416815 9.1255806 11.6537729 12.5078704 10.8448635 9.7671266 8.6492184 2.9451207 11.2499086 9.3329055 10.3569384 9.1955533 10.6757349 1.0222613 9.1429625 11.2170495 9.3597807 7.9490826 11.0518100 8.6864438 11.4279660 8.2686374 10.4411994 11.5826255 9.9657843 8.4106112 6.5141459 7.5353625 10.3332841 NA 9.6159950 9.1575743 7.9110360 12.4547476 9.9426456 8.7261964 10.8959931 9.5281042 9.9604019 10.7296777 8.8167085 10.8101952 7.7227324 1.7592411 11.6257645 7.8572906 5.2909515 6.4541380 3.1377658 10.6736434 6.9687117 10.5074512 5.7534762 4.7227338 NA NA 11.0265131 10.5363491 10.9463629 10.7948821 9.2591041 9.2234773 6.4887560 11.5617746 10.8186027 11.2438798 9.0657756 9.7615107 11.6764811 -0.5627723 7.9069717 NA NA 10.5178146 8.5101328 8.5274426 8.3015163 9.4953218 15.1810864 14.5794771 3.7227283 11.5578921 11.9787898 10.3355536 1.7592411 5.3224149 3.0222968 NA 7.5896152 14.7547958 8.3769094 8.6382288 12.7485818 -1.5627723 9.1185687 9.0602422 9.6607286 9.5188136 8.1220789 11.2666565 10.0820878 10.8261547 9.6645369 8.5419291 10.5899319 9.2079941 5.1519887 7.6461497 9.7041167 0.00000000 0.00220910 0.00165400 0.00359740 0.18403000 -0.23754000 -0.01836300 -0.00560590 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6.7227324 8.6840708 9.1686493 8.5366781 11.4741906 9.7359655 6.1515747 8.8833795 9.7146177 10.3065384 9.6085069 5.9687106 11.8107391 9.6376159 11.7519035 3.4817252 7.2638785 8.0937551 8.8047451 10.7760666 10.1026661 10.4803574 8.1652507 -0.5627723 10.0901752 9.1472757 7.2984173 10.8551827 5.0811862 10.1273281 9.7070412 6.5614514 10.0455849 10.0441981 7.7570026 13.2490059 9.3576831 10.3487222 13.1332653 12.5915945 7.7749524 9.1053287 10.2483034 9.1524342 9.8609713 9.7388264 7.0955415 7.5221389 13.1609911 7.7365379 8.6431235 4.8296466 1.8967756 10.6178610 9.5432387 13.2455402 9.4203236 12.6628389 9.3628845 8.0014797 6.0111288 9.5614514 10.8011912 14.2599508 11.3833829 12.1938865 12.8099232 10.9757616 0.7592411 10.2418646 11.4707532 11.0064738 9.1838445 9.1255806 7.8123699 9.9181204 12.9288075 11.9777004 11.5174798 3.7948837 4.9919209 6.0883812 13.7663619 10.7290764 12.2822321 7.9311854 0.0223323 -1.5627723 10.0418833 12.4970126 11.3686143 7.2252325 11.0602971 11.578000 12.697588 10.870655 10.700306 8.160138 11.226660 10.028853 8.318444 10.517815 14.917174 6.781626 9.263879 13.076820 8.953030 11.852940 10.556596 1.437334 13.101333 7.096505 7.066687 8.139087 10.560482 9.447858 10.658011 8.745669 8.977458 7.772720 11.537828 9.640678 10.073955 10.460738 10.537993 10.397694 10.849106 4.022297 10.713745 8.217049 12.681394 9.264673 8.230120 10.297253 9.660759 12.547977 10.739398 9.067597 5.637002 11.217050 10.959176 10.964074 12.454748 10.707918 10.321501 10.810195 10.660729 10.850678 6.675735 9.947105 9.990959 7.273381 5.319972 1.607247 10.839543 10.774866 9.851487 3.896766 9.118569 7.741111 10.931436 TCGA-CJ-4890 72 0 NA 2085 kidney stage iv t3a n0 m1 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 2 NA 2 4 2 2 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.1453025 5.1803508 9.5863418 6.2104064 11.2196725 8.5661435 12.7302455 8.1727360 10.8842894 7.3786781 6.8488983 10.2718265 10.3078958 8.6738080 14.1644266 -1.3894889 4.8772780 -1.3894889 -0.3894889 9.8138418 9.9374849 6.8150643 4.3918502 10.6356333 9.7397767 10.2099418 12.8395378 10.8074032 10.0283463 7.4900767 7.2398505 10.2366591 6.6548880 13.2244558 10.4770000 9.9273409 11.5473157 5.1023474 12.3360730 10.4222698 10.7300834 10.4097754 7.6217208 7.8655223 10.5784152 8.8916008 8.1281629 9.0719731 2.6104875 10.1481975 8.8296622 0.6105111 8.5143756 9.7504608 3.3109363 9.3720449 10.9196858 6.5646906 9.7429228 13.0927345 11.5345640 10.3477411 15.0733155 8.7006062 9.1033484 5.1023474 9.2471184 7.2325456 9.8453111 2.2829142 6.7804190 9.3213002 9.2471184 9.5668699 9.5158808 7.9525683 8.3803316 7.5963359 12.5121149 11.1992084 -1.3894889 11.8610883 10.5240976 9.2890939 NA 7.7928879 8.8465080 7.5143756 10.5467636 7.2864506 9.2010807 10.5650536 9.1113358 10.7224933 3.2543522 9.1123311 0.6105111 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10.5895616 8.1650829 4.2829216 11.4441745 7.7829216 3.8488983 7.6189221 4.1340566 10.5041745 6.4496967 11.3228681 7.4412311 6.7500450 NA 1.4178660 10.9036780 10.3118002 10.9885176 10.8214695 8.4210655 9.0194815 5.8444961 11.2473449 10.9114183 11.2050516 9.0575770 10.0963230 11.2967754 0.1954736 8.1496526 -1.3894889 NA 10.3691334 8.2029510 9.3761942 8.9724376 9.5015180 13.9904474 14.1728554 4.0699255 10.9729856 12.4819178 10.5661437 -0.3894889 6.4113940 3.3653846 NA 7.2543503 14.7868422 8.5733897 8.4575512 12.6218084 -1.3894889 8.7841709 9.1864488 9.5769992 9.6041399 7.6873092 11.2662481 10.3840451 11.1323395 9.4893111 8.4961903 10.6408160 8.8357012 4.6581658 7.9253717 9.8755227 0.02118300 0.00000000 -0.00494710 0.14221000 -0.00027724 0.10249000 -0.02479800 0.01377200 0.00235690 0.01006800 0.00278760 0.00278760 -0.00298340 0.02118300 0.02118300 0.02118300 0.00000000 -0.08776300 -0.08776300 -0.08776300 -0.08776300 -0.02013800 0.13547000 0.00291330 0.00291330 -0.00478420 -0.10460000 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9.655571 9.707209 10.483169 10.893293 9.681956 10.553741 4.914273 11.007366 8.779166 12.311405 9.160278 7.275829 10.454807 9.463811 12.901664 10.036759 9.250739 6.141876 11.766419 10.913989 11.253674 12.602104 10.842615 9.817508 10.589562 10.626954 10.784945 7.635633 9.762145 9.657618 3.417853 2.310922 NA 11.140900 10.723314 9.477772 4.282922 8.784171 7.909702 9.985533 TCGA-CJ-4891 57 1 819 NA kidney stage iii t3c n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 2 NA 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.0515465 11.0356295 10.3779631 8.9543156 5.8634628 7.4173141 9.2241073 7.1456051 10.7102563 6.2639996 10.5846160 10.5994175 4.0269594 11.7088518 8.8401922 10.6285725 9.9089051 7.9556697 10.5333959 10.2557191 9.7192764 7.8547799 5.5841778 2.7050268 9.2942825 8.7649565 0.8977051 7.6559013 10.8146768 6.3975240 10.0327458 9.3134196 4.5981150 8.8742132 11.6452415 12.0543930 9.6136398 16.1623495 7.2196061 7.1216796 4.4826418 10.3364696 7.1264970 8.0701054 2.7050268 7.9851406 10.4192783 9.0230912 9.9386525 9.6102049 8.6625495 8.4522668 6.8692212 14.3242047 11.0871936 1.7050490 10.9794941 10.6566172 8.2082905 1.4826418 9.5955141 8.5178977 7.9283449 9.0850300 8.8401922 9.3038828 11.5299915 8.4882647 9.1097729 1.2195867 8.6136399 7.2856954 NA 8.6084844 5.3571086 9.9061064 10.0788301 9.6592290 8.3006898 11.3573656 9.5270344 11.8166193 9.8423899 10.7372753 14.1296864 3.4212368 10.2269752 10.1662198 10.1562439 9.0423360 9.8350516 0.4826418 4.1456041 3.4212368 -0.1023723 5.6119219 13.9096039 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13.244884 7.688841 5.307068 7.393533 2.357102 11.136680 9.296422 12.999489 9.752546 14.129686 9.160947 8.566563 9.188077 12.111086 11.068855 14.717907 11.510721 11.698982 12.960820 10.443608 3.541540 11.539052 8.298557 11.681290 7.998340 8.708249 8.138469 10.696555 11.880493 9.764184 10.798545 2.705027 5.874957 3.897676 13.831404 10.571429 12.211411 7.067603 2.482642 -1.102217 9.143230 12.784232 10.764362 7.116846 10.040423 11.836522 12.151673 10.128299 9.262907 6.136083 10.068229 12.613104 6.246406 9.093665 13.035284 7.145605 7.026960 11.415832 8.461827 11.228035 10.363754 3.482642 12.329959 6.622873 5.026959 8.004136 9.134888 7.786421 10.747474 7.611923 8.350948 4.920046 11.460159 9.803065 7.971819 11.789841 10.988783 8.615354 10.914486 3.851879 10.176127 5.255229 12.349101 7.761864 8.834316 8.432953 9.853901 12.276650 5.768041 8.798545 4.730569 11.394282 10.912744 11.027605 12.326038 10.384010 8.750987 9.611064 12.328653 10.090587 5.611922 10.659229 9.605899 -1.102217 -1.102217 -1.102217 12.202029 12.500610 8.618777 3.541540 8.180766 8.657566 9.670817 TCGA-CJ-4892 65 0 NA 1521 kidney stage i t1b n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.0036742 11.2164497 8.0540203 5.0988322 9.5219045 11.9145241 10.8296476 9.9964866 16.3618974 8.4299419 10.8540059 5.3771342 9.9840763 7.4896890 5.4390646 2.8996784 10.2725911 10.0460826 8.7850368 10.0143957 7.9995728 8.1141010 8.9203707 6.9105672 13.7056529 10.4657144 -1.4556135 11.5528491 10.5666687 7.5442450 -1.4556135 1.5442381 11.7923212 8.6435932 9.0159207 6.7682465 6.9408503 11.4242114 9.2006704 12.8702534 3.5886367 8.7003284 1.3516283 -1.4556135 9.9715582 6.2516036 8.4268883 9.7652282 10.7019081 8.2429502 9.2113569 9.6002056 11.6871581 9.7561336 10.3427172 12.4004763 4.6103339 11.1011705 10.4742435 10.3459537 9.2254839 9.6741723 -1.4556135 1.7141796 3.0036742 NA 8.4926127 13.7710715 9.4092053 13.2486354 9.7060071 9.9918452 3.6735338 7.1881012 10.8325348 10.6876286 9.8051649 11.1191298 9.3572249 7.2307458 10.7536987 7.1662977 2.6317096 0.1292171 -1.4556135 8.9039951 13.5165970 10.0204853 11.0787915 9.2316210 7.4481270 10.2873968 7.8774007 9.8184080 11.8007490 9.5596604 7.3483767 9.9272909 10.0658458 7.8593950 11.0753831 12.1492618 10.7721621 8.3944323 9.2286609 3.2970006 11.9038577 9.1525001 10.6738504 9.5200934 9.6560331 0.1292171 8.1844901 11.0435930 12.1578058 8.9784671 11.2863442 8.9933942 10.5161481 7.6683667 10.4037802 10.7204185 9.5666131 7.6699685 4.7537008 6.9451242 10.0310804 2.3516001 9.9392439 8.5554726 6.2924376 12.8221139 10.0800067 8.9778308 10.5988497 10.1240328 9.3532095 10.8796525 9.4352696 9.9376359 7.3959942 2.4511452 11.4808833 6.2446854 4.1589590 6.9105672 4.4984424 10.5154296 7.0678076 9.8766624 6.5090481 4.9365626 -1.4556135 -1.4556135 10.7883118 10.8016332 11.2375145 11.5640098 8.8751623 8.7814555 6.8066695 11.6081460 11.1155240 10.9636789 8.7229103 10.0829193 10.8976679 -1.4556135 8.4969868 -1.4556135 0.5442875 10.2377323 8.5776683 9.3099458 8.4451121 9.8296476 12.9072165 14.2244400 2.5442381 11.6911322 12.6934368 10.0785482 1.8661563 3.4511320 1.1292171 NA 6.4390629 14.3159670 9.8045768 6.9871890 11.4388737 -0.4558114 8.5749125 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0.000 0.520 0.520 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.173602 11.999187 9.243818 12.977244 9.822114 NA 3.188100 9.977309 11.186523 2.244674 9.676102 6.870675 9.566613 12.872359 8.504247 8.061915 6.811032 8.289079 9.027053 8.302468 9.245552 10.250741 7.117892 8.765832 9.748706 10.983297 8.327244 10.352807 11.458444 8.705377 12.402399 2.936572 6.577669 7.621061 7.775467 10.751565 9.4428467 10.1966422 8.3564225 -1.4556135 10.5085862 8.6157076 5.6735282 10.2644896 3.7141686 9.8157085 9.3612290 6.4207620 7.4053321 9.9684116 6.8661736 12.6101663 10.8371421 9.8768414 13.2789550 12.9411592 6.6990630 8.9257882 9.3873813 6.2721651 9.3881665 9.1320228 7.7826503 6.9322632 13.1506506 9.0756268 9.6540760 6.0988343 3.5886367 9.8497372 8.1699541 12.9329354 10.3928683 12.4004763 9.2175545 7.7041167 6.4957639 10.8517309 10.3169723 16.0941503 11.1191298 11.1162350 13.6070083 10.6631864 0.8661563 11.5188392 10.7829487 10.1007514 9.2069137 7.8593950 7.7141706 10.0305776 12.6570106 10.6167130 11.2915992 2.9365720 6.2516036 7.2653450 14.0239521 11.4049444 12.3991137 6.9236234 -0.4558114 -1.4556135 10.2490136 12.4579763 11.0298458 7.7166727 10.5017102 11.4265063 12.2775785 10.7676438 10.3838428 8.3256050 10.5315093 10.5662663 6.5042470 9.7512597 15.2294889 6.8016334 8.5229557 12.4280113 9.7110361 11.2808587 10.2789550 2.4511452 13.2307459 6.5815185 6.5329294 8.0236213 9.7408475 8.9642057 10.1603347 8.6709497 8.8901828 5.4268887 12.2346799 9.6237301 9.1598751 10.9982875 10.8226949 9.6901775 10.1511132 4.0988322 10.1635483 7.0401001 12.8864569 8.2429502 6.5721515 9.2316210 9.8166711 12.2726974 4.4268887 9.0892097 4.6939943 11.0435930 10.5096689 10.7374627 12.8221139 11.1610240 9.6076405 9.9376359 10.9397795 10.7411671 5.5886397 10.0673172 9.7927661 0.8661563 4.3516001 -0.4558114 10.0988343 12.3212952 8.7328343 5.6631852 8.5749125 7.7754667 10.2687592 TCGA-CJ-4893 76 0 NA 750 kidney stage i t1b nx m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes 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9.8191326 6.7550024 13.3959045 10.5354675 -1.7046296 11.7905512 11.1069353 6.9609067 NA 2.9960090 12.0870388 7.7467817 9.6135484 9.7854186 9.4203382 11.2908078 9.6651680 12.7971746 3.2024647 9.1820293 NA NA 10.4860127 4.6878893 8.8673232 9.8472790 9.9317421 8.5600133 9.2920441 10.1041327 11.5600587 9.5529586 10.0512928 12.8409575 1.2955467 10.8382495 10.3283052 9.8973415 7.5458688 10.0625136 NA 2.3830268 1.2955467 -0.7043945 6.7834108 13.3381705 8.5775006 13.8532437 9.4254975 9.6765728 4.0769267 6.3830338 10.8831138 10.6798148 9.7657210 11.7676966 8.6376454 8.4040950 10.7395502 3.5050271 3.9679986 NA -0.7043945 9.0654086 13.3261085 9.2151789 9.1069453 9.5850132 8.1888722 9.6225618 8.2856745 9.1972597 10.9947093 8.9121196 6.0504582 9.6511640 9.4958562 9.1589825 11.3399648 12.2724032 10.7186866 8.5303880 9.0237549 3.6622397 11.7161888 8.7590949 10.9376223 9.2410145 10.8940884 0.8805680 8.0387220 10.6208761 12.4886932 8.6968768 12.1829817 8.1858348 11.6631219 8.1736217 9.8625760 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8.5600133 8.0302803 8.8936231 9.5111037 6.8578131 8.9258378 10.2544857 11.0744691 6.8729999 1.2955467 11.8482398 9.1850746 12.3897184 3.8191368 6.1284604 7.2292610 5.5050239 11.2510389 9.588467 10.146929 7.969763 NA 9.927657 8.397546 4.819132 10.337572 4.076927 9.851118 9.666803 6.141061 7.583283 10.432882 7.165935 13.618238 10.488788 10.434162 13.411021 12.308719 7.419278 8.867323 9.764704 7.757050 9.377720 9.132410 7.150439 5.850159 13.192281 9.447855 8.966227 3.996009 2.202449 10.503195 8.776361 12.956514 9.151218 12.840958 8.532781 8.130042 6.696407 8.809298 11.511559 16.506950 11.767697 11.123707 13.173574 10.838602 1.295547 11.019018 11.009601 10.391956 9.327616 9.158982 7.919452 9.879594 13.131818 11.186975 11.833396 0.880568 4.339964 5.910279 13.379697 11.823781 12.419207 7.899493 NA NA 10.858052 12.776235 11.057942 7.267114 10.326238 11.2669345 12.9594067 10.8100382 10.0587830 7.3095909 11.0616854 10.7695300 5.6442976 10.4866298 15.3532769 6.7631765 6.7467817 13.2931365 9.6354207 11.7911759 9.6208761 0.2956055 13.3446960 5.4451142 5.5993505 8.9298463 10.7070816 9.3004933 9.4890959 8.2714187 8.8023742 5.7467830 12.3705483 10.3515308 10.1387066 10.4213069 10.0682976 9.8903617 10.3382560 3.8191368 10.4434116 4.3399640 12.4812452 9.5141339 6.5434974 9.5850132 9.4271318 12.8102231 4.0234949 9.2084600 3.9394241 10.6208761 10.3879975 11.6160892 12.6175692 11.4365601 8.6264877 9.8323035 10.6292850 10.7523717 4.2497639 9.8201124 9.0311266 0.6174866 6.5195718 NA 11.0355622 11.3991847 8.9075177 2.6175101 8.0319724 8.0654086 10.0748796 TCGA-CJ-4894 58 1 841 841 kidney stage iii t3a n0 m0 19-3-2015 male 2005 822 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.47246137 12.05001486 9.81801921 11.32266250 9.16206826 2.28924429 10.37422497 8.83355995 6.77036657 12.15311599 NA 4.11027136 -1.61749874 NA 10.39811240 10.00988277 7.99337377 4.05477035 8.18001057 9.83098145 9.77681151 11.68012495 10.53495064 8.21682005 6.36534260 9.61056627 10.32082582 7.45112702 12.45146294 7.62075354 10.26728250 10.84893523 2.46980785 11.65978157 9.28623084 10.85071833 10.81149407 8.09315554 6.73107732 10.32183263 9.12648483 8.10515633 5.57217421 1.70429654 10.13054173 8.67696974 2.84177189 6.25886561 8.95504917 7.11026927 10.11111976 9.30418976 3.70427441 14.27904149 11.84600098 10.89088645 10.81384651 14.03645343 8.41163597 10.71382570 5.24032960 9.26039974 7.59423726 5.50128945 2.05137210 9.57279097 9.85737301 9.14804943 9.72664477 8.43219737 8.23409794 8.76064378 7.20571604 12.14980919 10.47774592 0.38239058 11.85427806 10.79537377 7.35101606 -0.61772010 4.44843847 12.52836061 8.39217744 10.29374085 7.30716164 7.94649811 10.90786972 9.22548486 11.43070291 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7.79173985 12.21197253 9.86010709 8.88716790 10.52796261 10.19893253 9.26804530 10.73050716 9.02349739 10.45414638 8.56350099 -0.61772010 11.21820194 6.87420187 0.70425227 9.05654126 3.73990209 10.08884494 6.45381057 9.91490934 6.40504954 5.83356058 NA -1.61749874 11.29261681 10.53368258 11.53922198 11.14348456 9.46914849 9.75374976 6.10262664 11.78855387 10.30344594 11.63693465 9.05123396 9.94649840 12.27745075 2.08280476 8.34235073 0.38239058 -0.03268381 10.18001045 8.49478840 8.21682005 8.36676720 9.41783543 12.99458388 14.18950252 0.96731619 11.40054908 13.33057921 10.61656759 NA 2.55227869 0.96731619 -0.03268381 8.03698514 14.83294800 8.86313904 8.91275524 11.61176855 NA 8.59180207 8.93821286 9.53653417 9.89410154 8.24188355 11.33999510 9.55665051 11.07953365 10.36248841 7.66543754 11.03519383 8.69296171 5.82230441 8.01940836 9.54474019 0.0111180 -0.0049877 0.0120940 0.0093065 -0.0024970 0.0143270 -0.0048494 -0.0034660 -0.0089939 -0.1029000 -0.1029000 -0.1029000 -0.1029000 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8.8725881 10.0640265 9.4973926 9.8174982 8.2294062 9.2226075 6.4644984 11.4798872 10.1517735 10.2379960 10.5190196 10.2993479 9.8519907 11.6665946 4.4908717 10.6150696 3.2403296 13.1322005 9.3175139 7.8721971 9.5672243 9.6893504 12.6002309 7.1571357 8.7277541 5.3596301 11.1665747 10.5566504 11.3202744 12.2119725 10.6394420 9.6426805 10.4541464 10.6403259 11.1976121 5.9059116 10.0441270 9.8601071 0.3823906 0.7042523 NA 10.7497636 11.0272980 9.4033289 5.3248646 8.5918021 8.2511714 10.4849807 TCGA-CJ-4895 62 1 1200 NA kidney stage iv t3a nx m1 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 2 4 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0691135 8.2346316 14.9943125 -1.2470802 7.7272466 -1.2470802 NA 10.0301193 9.9196227 6.5666127 3.3966938 11.9555680 9.6694579 10.0871053 11.4301112 10.5168742 8.7821192 6.8561192 5.6835701 9.9221306 6.5276193 11.3622416 5.4532706 10.6278134 11.0216663 4.3074212 12.2521796 9.3480894 10.4423933 10.6548302 7.7070284 6.9671513 10.4375631 9.5006306 7.9202504 6.9076502 -0.2472514 9.8202664 9.2356400 1.3377682 6.2366476 9.8808263 6.5730109 9.7214988 8.7654565 5.9816518 11.8143382 12.7848777 10.6705770 10.2245073 16.3685119 7.8323166 7.5857220 4.1103799 9.8429444 7.5309088 8.7315424 1.3377682 9.2406721 9.9445081 9.0370777 9.5967531 9.0149268 8.2977962 8.6030187 7.1451496 13.5233410 10.7450622 NA 11.6769022 10.9698173 8.5391018 NA 9.7236568 9.9133337 7.7214991 9.7301119 8.9127035 9.5674144 10.7297540 8.9000369 10.9776929 1.5601769 9.5423656 -1.2470802 -0.2472514 9.4074681 5.2606279 8.9995725 9.4824528 9.6544531 8.6293490 9.4287889 9.1386944 12.0929046 9.1365362 10.3179341 12.6288692 0.7528342 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11.834665 12.025867 10.767103 9.990971 9.271760 10.657426 11.844473 6.373366 10.067467 13.686878 7.417534 6.009728 12.449886 8.474396 11.409354 10.679132 2.868371 12.616466 8.754793 7.635778 8.029904 10.312290 8.736559 10.388239 8.434900 9.346773 6.502008 12.669272 11.116578 9.343151 11.004006 11.025570 9.068621 11.090101 4.453333 10.486973 9.586653 12.456726 8.520689 6.502008 9.589069 9.380022 12.312169 9.290684 7.930656 4.687800 10.802583 10.279758 10.870028 12.327201 10.707576 9.470907 9.978126 11.096625 10.407531 7.491715 10.046524 9.901147 2.687800 2.240345 1.102860 11.999926 11.701003 9.085831 4.663550 8.350765 8.107338 9.924930 TCGA-CJ-4902 61 0 NA 1520 kidney stage iii t3a nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.1534798 NA NA 9.4701675 6.8863392 9.3884397 9.5930474 9.8117122 8.6622450 9.5480507 9.5662181 11.7440579 9.9220466 9.9766021 11.5327796 4.9133059 11.3810769 10.7638989 9.8519063 8.2352350 10.2831869 NA 0.9657658 3.6502706 1.4803685 6.9944700 13.7345788 11.1652713 12.0926630 9.4403493 9.5148712 4.1807844 7.0287835 10.3556360 10.7065187 9.7546091 11.2300090 10.3292833 9.4368687 11.0573985 7.0195062 2.1584340 2.8022759 -0.8416630 9.8627553 14.1235046 8.4837247 10.5496629 9.9516162 8.0965286 10.3854335 8.1471042 10.4588234 6.2721613 8.3145026 7.1471042 10.6951764 9.3513284 9.0668120 10.9921000 12.8600507 10.8784498 9.0876776 9.2356823 2.5320676 11.8173002 9.4298823 9.9924953 9.7671362 7.8148439 0.7433857 8.1198692 11.2473731 10.0040975 6.7912697 11.5045175 8.8422913 11.0780276 8.7197071 10.0910032 11.6754735 9.9625503 8.9193389 5.5846830 7.5377977 10.4284226 0.4803685 9.7311196 9.9917048 7.0318638 12.7776649 9.7363201 8.5432032 11.2893116 10.1478138 9.3531762 10.7468833 9.2034963 10.4501656 6.4158077 3.7433857 11.2698810 7.1890862 3.9041950 7.3678725 3.6502706 10.1755757 6.9657739 11.3638186 6.7721351 6.0532373 NA 1.3283195 10.9495822 10.6429905 11.1392729 11.6209216 7.8076756 8.8117212 6.1887550 12.2244244 10.6067937 11.2293788 8.8237551 9.7795554 11.2148876 -0.2567005 8.2979704 -1.8416630 NA 10.1587715 9.3550213 9.2734630 8.7564719 9.7177964 13.2844784 13.6546489 1.4803685 11.3594711 13.0663427 10.3305342 NA 4.3872385 1.1584017 NA 7.1807874 14.4194123 9.4211015 8.0577762 12.5132885 NA 9.0979984 8.9903440 9.6557722 9.7315931 7.5992888 11.3245824 10.0828606 10.7497079 9.4142091 9.4982692 11.5228276 8.9512095 5.8066695 8.6348111 10.3389502 -0.016292 -0.366690 0.045849 0.442570 0.017963 -0.016979 0.019363 0.021045 0.025110 0.000000 3.656900 -0.016841 -0.017073 -0.016292 -0.016292 -0.016292 -0.384030 -0.393300 -0.387610 -0.390180 -0.390180 -0.016429 0.031859 -0.017596 -0.015879 -0.016979 -0.067190 -0.067190 0.019363 0.029888 0.029888 0.040044 0.040044 -0.023018 0.057226 0.056513 0.025110 0.000000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.165 0.165 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.165 0.165 0.000 0.000 0.000 0.000 -0.388 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.674119 11.903358 9.392039 10.839658 9.404566 2.245891 4.089159 9.667700 11.144617 3.065314 8.909126 6.693695 9.482600 13.415255 7.908289 8.345772 6.713008 8.213702 8.732066 8.567810 10.100567 10.281247 5.559299 8.834376 9.429299 10.061171 8.902412 5.765750 11.633519 8.433380 12.211970 2.965766 6.805878 7.555024 7.169646 10.698547 10.985563 10.415218 8.014845 -1.841663 10.630856 8.723521 5.984968 10.560632 4.758330 10.008215 9.067562 6.466758 7.493810 9.651774 8.090634 13.070560 10.512669 9.906193 13.622359 13.003615 7.394434 9.318291 10.305306 7.913307 9.782301 9.766674 6.338328 7.377588 12.817746 9.866210 8.705314 7.034936 3.406346 10.343914 9.147104 13.159740 10.366349 11.532780 9.523101 7.016400 7.616949 9.671160 10.833274 15.030156 11.230009 11.474559 13.368291 11.119869 1.965766 10.720900 9.501050 10.753444 9.008606 9.066812 7.678056 9.851471 12.305147 10.964768 11.242397 6.701451 6.251176 2.858856 14.719372 10.221140 12.422202 7.703384 -0.841663 NA 8.303077 12.761756 11.352565 7.358092 10.851471 11.683573 12.702840 10.902622 10.481192 7.605502 10.985365 10.336462 5.952834 10.636936 13.319644 5.681980 8.179399 13.130210 8.615800 11.901571 10.429882 1.480369 12.565621 8.228258 6.978598 8.635307 10.612976 8.987349 10.366349 7.865778 8.957701 7.062301 11.665347 10.128525 9.702418 10.712768 10.621944 9.310704 11.399807 3.245876 10.225518 6.732067 12.804135 8.745259 8.731119 9.951616 9.632754 12.711809 6.658266 8.816631 5.387238 11.247373 10.736320 10.837679 12.777665 10.515971 9.550737 10.450166 10.963559 10.626959 6.489336 9.772209 9.857558 4.016398 5.919972 2.681989 10.406347 11.453438 9.323954 3.443819 9.097998 8.546437 10.230552 TCGA-CJ-4903 50 0 NA 1560 kidney stage i t1b nx m0 19-3-2015 male 2006 1559 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.6601730 8.9366650 6.0795893 10.2843769 8.9715384 8.3412564 6.9917157 0.2981891 9.3936262 8.8841305 1.4681662 6.6065681 8.6201571 2.1055775 10.6372441 8.9037087 4.7244920 12.3905676 12.8030482 10.7868225 9.7390984 15.0234889 8.8888163 10.1643490 5.3426223 9.1945616 7.8661853 6.5928502 2.1076544 7.8962815 9.9092539 8.9411835 9.5491197 7.8831919 7.7980751 9.6218469 6.6425254 12.8392048 10.9695491 -1.7018109 11.1797256 10.7230831 7.2697728 -1.7018109 5.4479759 11.4776718 7.8217912 10.1495879 8.1884934 8.4543125 11.0810227 9.2495138 11.9002982 1.4681662 9.2193263 0.2981891 NA 10.1271590 5.4580998 8.0697188 8.8480138 11.4304075 8.5939980 9.0439036 8.8784878 12.1261643 9.6133788 9.6629110 12.9914439 1.7576634 11.3875936 11.0348425 10.2422091 9.6770660 9.8948849 -1.7018109 2.2051110 3.0531113 -1.7018109 8.1484161 14.2717920 9.8958162 13.6590763 9.0606111 9.4991277 5.0261494 6.8257068 11.5111814 10.9495052 11.0545770 11.8038510 8.9101762 8.4831043 11.0783588 5.7900813 3.8217918 -0.7018109 NA 9.7234451 13.9104354 10.3282065 10.6743545 9.1429349 6.9055591 10.1342795 8.5270480 9.4513696 10.2618478 8.7065589 8.8518583 10.1923610 10.4242883 8.9429868 11.0259370 12.2457748 11.2504244 10.0857237 9.4966497 1.6987519 11.3628035 9.3330281 10.8239947 9.7385792 10.7070896 0.8832298 8.7709199 11.1497831 10.4684484 8.3231331 11.6150764 8.5425931 11.3743767 8.3398883 9.8704557 11.2311821 9.9124789 8.6149744 5.1437199 7.2524251 10.4932938 -0.7018109 10.5842093 8.1405793 7.3589254 12.6646880 9.8144216 8.9934576 10.9593392 9.4606205 8.9635652 10.5363383 9.0201827 10.4352203 8.2883332 1.4681662 10.7978260 8.5089004 5.2869144 6.9528647 3.3856933 10.2099956 5.6111133 9.8114633 6.8382799 4.3206002 NA -1.7018109 10.7815411 10.5327473 11.2792612 10.9280411 8.6579786 9.1499704 7.1000347 11.0570770 10.2893967 11.6605840 9.0680670 9.7281590 11.5657474 -1.7018109 8.1854498 1.7576634 0.2981891 9.9737453 9.9772693 8.7065589 8.8451237 9.4242883 14.0534036 14.5481204 3.2982331 10.8149141 13.1727303 9.8831917 -1.7018109 4.5650183 -0.1168484 -1.7018109 7.5951456 14.8719059 8.9626765 8.5567953 11.1051815 NA 8.5567953 9.4509260 9.7017739 9.4750257 7.2697728 11.3462051 9.7830521 11.3825393 10.2873611 7.5696923 10.7925848 8.7171359 5.0992573 8.0772264 10.2043682 0.0056919 0.3393900 0.0231450 0.3898200 0.3747900 -0.3665000 0.0041632 -0.0157410 -0.0308530 0.0027745 0.0027745 0.0027745 0.0027745 -0.4374500 0.0056919 0.0056919 0.3356100 -0.4276700 -0.4075700 -0.4075700 -0.4075700 -0.3482400 0.3898200 -0.0254830 -0.0254830 -0.3989100 0.0000000 0.0000000 -0.0102320 -0.0135400 -0.0135400 -0.0099565 -0.0099565 -0.4025200 0.3175500 0.0289030 -0.0308530 0.0027745 0.000 0.000 0.000 0.000 0.346 0.346 0.000 -0.403 0.000 0.318 0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.356 0.356 -0.370 0.319 0.327 0.327 -0.384 0.000 -0.348 -0.348 0.390 0.390 0.000 0.000 0.375 0.375 -0.399 -0.399 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.346 0.346 0.000 -0.403 0.000 0.318 0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.356 0.356 -0.370 0.319 0.327 0.327 -0.384 0.000 -0.348 -0.348 0.390 0.390 0.000 0.000 0.375 0.375 -0.399 -0.399 0.000 0.000 0.000 0.000 7.5696923 11.3767136 9.4625076 12.4826397 10.0568688 0.2981891 2.1055775 9.6932277 10.7995688 1.6201641 9.5922756 2.6905512 8.7678709 12.1618347 7.5125485 8.1732104 6.1437199 6.7076200 8.1839256 8.8315590 10.7807851 9.9013919 6.0396955 8.4606205 9.7602201 10.5488236 7.6862463 9.7673622 11.6649612 8.3616241 11.7903001 1.7576634 6.9706547 7.3233692 10.2654554 10.7440200 10.340573 10.490522 7.743244 -1.701811 10.792585 8.729727 3.620152 10.837630 5.012475 9.616207 9.912479 6.186972 6.193046 10.077948 6.837388 13.087967 9.488054 9.968885 13.096195 12.863748 7.629146 8.785064 9.484962 8.653580 9.433938 9.430086 6.168594 5.646958 12.923424 8.288333 8.779019 5.131120 1.757663 10.385029 8.832532 13.164011 10.065172 12.991444 9.713971 7.753556 6.805271 8.692692 11.051655 15.450851 11.803851 11.521477 13.734485 10.877781 1.105611 10.562085 9.938022 10.728420 9.073016 8.942987 8.430086 9.664551 12.365748 10.890453 11.133095 5.773962 4.773965 6.066414 14.438436 11.190962 12.864164 6.026149 -1.701811 NA 10.470031 12.540212 11.417944 7.817866 10.794584 10.847051 12.717465 11.231735 10.091019 7.264014 11.454470 10.679231 6.517397 10.167437 14.949169 6.995196 6.690547 12.565911 9.136645 11.755610 10.017618 2.298218 14.309085 8.230518 6.720294 9.405956 9.856650 8.848976 10.160479 7.875658 9.146594 6.502800 12.388672 10.237074 10.246961 10.381376 10.480624 9.495446 10.900232 2.998665 10.521024 8.191531 12.776520 8.869034 8.228966 9.142935 9.164488 12.426868 6.026149 8.882252 4.228965 11.149783 10.694031 11.143523 12.664688 10.715554 9.264013 10.435220 10.608842 10.627370 6.073017 9.438420 9.364318 2.690551 4.711688 NA 10.876366 11.296257 9.291167 3.385693 8.556795 8.442888 11.236339 TCGA-CJ-4904 60 0 NA 1792 kidney stage iv t3a n1 m1 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not 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7.40392807 6.72894495 1.05297227 8.43453149 8.80369556 9.20019339 9.57065779 8.84902815 8.05016808 8.71119994 7.39728444 12.94211214 10.39561875 NA 11.99394437 10.61923518 7.18741443 NA 1.37490037 11.86325885 6.92643240 10.36246485 8.59214716 8.34415918 11.42734878 9.88666918 11.74413548 2.30091443 9.20082947 -0.94702773 NA 10.47899111 5.57654935 8.41273792 9.89573174 10.03062617 8.64637978 8.73948900 9.12243822 11.78256992 9.58826396 9.62663571 12.30912345 1.22292818 10.96719044 10.75082488 9.86396167 7.20780697 10.26274650 NA -0.94702773 0.05297227 NA 8.23165320 13.63968170 2.95988141 11.96643894 8.84983917 9.38670297 3.60757888 5.80118194 11.28540939 11.18741480 9.38166342 11.89525926 8.55482557 7.73598310 10.90063311 6.37040145 3.41054463 -0.36197252 NA 9.34990462 13.73444654 8.28540962 8.68143416 9.88231489 7.66769844 9.97110637 7.93563182 9.88425219 11.73158862 9.49645017 5.66031828 10.35799574 10.12109494 9.54984222 11.33187347 12.13763080 10.98298652 9.55880009 8.86021451 5.65720839 11.22385245 9.28060446 10.39256021 9.15562048 10.84943372 0.05297227 8.68416546 11.55929606 10.60835648 8.24102071 12.04415601 9.35905022 11.92556720 8.35790999 10.27819598 11.39200336 9.99403615 8.05359415 5.23289863 6.18227119 10.61737618 -1.94674962 9.66447448 9.68371066 7.57458899 12.69752077 9.69774602 8.11233316 11.20907156 9.66677789 9.62663571 10.51556236 9.17646340 10.42422057 8.93868482 2.22292818 11.41205169 7.40613526 0.05297227 6.50831614 4.94780640 10.80850202 6.95083347 10.26578884 5.47833118 4.76723633 NA -0.94702773 10.90239358 10.46793796 11.45119777 10.02740304 8.14177660 9.26790256 6.06818066 11.47426441 10.60973400 11.58327287 9.03241359 9.87037196 11.73653144 NA 7.10283657 -0.94702773 NA 9.95724674 9.08572313 9.02309425 8.52872211 9.49178036 13.95125920 15.29873615 2.05297227 11.78875605 11.96643894 9.74647552 NA 3.47925643 -1.94674962 0.86036693 7.65475917 14.45353442 7.87316724 8.70493696 12.51747041 -0.94702773 8.15627627 8.85452714 9.76077898 9.72673927 7.56276368 11.60973400 9.53630045 11.22853806 9.76998359 8.70583349 10.51344436 8.73686021 4.64125122 7.02751791 9.39005285 -0.06168900 0.00221930 -0.43442000 0.48406000 0.00097064 -0.15413000 -0.07147200 0.00388540 -0.00027724 -0.03613100 -0.03613100 -0.03613100 -0.03789800 -0.06168900 -0.06168900 -0.06168900 0.00221930 -0.49729000 -0.43442000 -0.43442000 -0.43442000 0.00291330 0.48406000 -0.11783000 -0.11783000 -0.15413000 -0.06652000 -0.06652000 -0.07147200 0.00000000 0.00000000 0.00305220 0.00305220 -0.11986000 0.00346330 0.02581200 -0.00027724 -0.03613100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 0.484 0.484 -0.118 -0.118 0.000 0.000 -0.154 -0.154 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 0.484 0.484 -0.118 -0.118 0.000 0.000 -0.154 -0.154 0.000 0.000 0.000 0.000 3.780908 11.889138 9.232898 12.403168 10.296460 -1.946750 3.544844 9.392282 10.941351 1.222928 9.935249 6.483442 9.321530 12.460123 7.395063 7.510369 6.192539 8.507288 7.363601 8.486574 9.067706 9.359050 4.696845 8.835168 10.178718 11.055276 8.151021 11.451732 12.047519 8.718324 11.925163 2.807870 6.508316 6.441005 9.478729 11.096187 11.112502 10.396729 7.676870 NA 9.861148 7.940209 4.300914 10.840687 5.356771 9.798243 8.941732 5.528721 7.225416 10.520594 7.853888 13.792215 9.967747 10.401163 14.170713 12.201942 8.198921 9.795719 9.486574 6.992568 10.234451 9.184202 6.156277 5.941731 13.174765 10.069449 9.856312 5.052990 1.753433 9.866369 9.675498 13.268559 8.389495 12.309123 9.149704 8.210335 4.848573 8.818689 12.447451 14.915069 11.895259 11.657773 13.868772 11.036160 1.637935 10.355913 9.831887 10.098748 9.075356 9.549842 8.041673 10.059315 13.106448 10.506259 11.705945 2.860347 4.576552 4.281810 13.729560 11.331873 12.718324 6.696845 NA NA 11.156112 12.906249 11.520842 7.890616 11.189659 11.212860 13.438649 10.862154 10.037763 6.276990 12.253351 11.843948 6.797822 10.832913 14.736715 6.064217 9.181627 13.502809 9.466087 11.877649 10.372943 2.222928 15.144383 5.643651 6.024532 8.929390 10.494117 9.451198 10.189339 8.143101 9.219968 6.487617 11.198761 10.116721 10.356484 10.239722 10.525172 9.286009 11.397562 3.007178 10.327075 9.704040 12.594072 9.726298 8.008638 9.882315 9.080888 12.916691 3.300914 9.247130 5.356771 11.559296 10.527455 11.342863 12.697521 11.003180 9.619994 10.424221 11.048579 10.918115 5.917174 9.584857 9.267308 4.281810 2.807870 NA 10.805996 10.715559 9.973713 6.135137 8.156276 8.588264 9.924894 TCGA-CJ-4905 62 0 NA 1496 kidney stage i t1a nx m0 19-3-2015 female 2006 1496 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 3 5 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 1.24847e-06 6.935946e-07 10.5626162 10.4386640 6.9943614 1.9567258 12.0176131 7.0426378 11.9101223 -0.1587514 0.5132886 6.2392625 10.8407624 6.5826990 11.5095262 8.1389127 11.9882250 8.4718028 10.8263625 9.3496873 5.2786390 10.4479458 8.9357497 8.0828181 11.5970933 NA 5.5323949 -1.7437139 -1.7437139 10.1814532 9.9846154 6.6908975 3.3437347 8.3196649 9.6757032 8.8663718 10.6113454 10.7420990 10.4117204 6.0244549 4.1142504 10.3354211 7.1080184 10.3357544 4.4850854 10.7261658 11.1661627 3.1631606 10.9286950 9.6714832 10.2046368 10.7536225 7.7400857 7.8487268 10.7122312 8.7491243 7.9480132 9.9867397 -0.7437139 10.1243205 8.8774056 -1.7437139 5.6656600 8.8561824 3.8412284 9.3384186 10.2653985 7.8089384 11.6951511 11.0812284 11.1508980 10.7533730 15.9165859 9.0555512 9.1980509 4.5781960 9.2527430 7.5714189 8.1973175 1.9567258 8.1631601 9.3951813 9.0740529 9.6624747 8.6432097 7.7033527 8.6072090 7.8728183 12.6915492 10.5503159 1.0636410 11.8136137 9.8386093 7.8783213 NA 4.5416697 12.5025649 7.5961197 10.0351680 8.3803909 7.9109059 11.6380829 9.7973663 10.5746006 3.0111557 9.4002905 -1.7437139 NA 10.0812284 4.6825340 8.8031641 9.4528717 10.2965594 8.6971389 8.6751762 9.8402925 11.5984902 9.8417016 9.9700858 12.2053668 1.9567258 11.5365445 11.3519963 9.9884370 6.3803918 10.5451357 -1.7437139 -1.7437139 -1.7437139 NA 8.3556176 13.6344290 6.0441711 11.8429921 8.6645995 9.3424058 4.0376282 6.2220530 10.6550133 11.3894118 9.5508903 11.5872817 8.5725513 7.2674965 10.6770194 7.3516663 4.1142504 -0.1587514 -0.7437139 9.3277320 13.9898676 8.8421712 9.9264833 10.4012465 7.9636290 10.1582678 7.6929809 10.1291869 10.1423472 9.8365282 5.9357497 10.2136003 9.8865367 9.6187614 11.5923577 12.6814199 11.0308508 9.6908979 9.0351680 5.8329432 11.1339372 9.3784505 10.5665984 9.4014630 9.3964603 -1.7437139 9.4218048 11.5248116 10.0339236 8.1009283 11.7088970 9.0514977 11.4868906 8.4982529 10.5821372 10.9627656 9.8901731 8.3840576 5.7157012 6.8070161 10.5963979 NA 9.8055730 9.5617614 7.9198275 13.0280170 9.2285316 8.1080189 11.3110435 8.8561824 9.7719694 10.6326311 8.8965147 10.5711361 8.1987844 4.6656600 11.5944489 9.2924433 3.3437347 5.1987849 4.6992129 10.5148356 8.0652335 10.9338946 5.4689352 4.6138204 NA 0.2562861 11.1625966 10.7704905 11.5237878 10.3726136 7.5160128 10.1541075 6.0379576 12.6319879 10.4844871 11.9313446 9.1736417 9.9251546 11.9805703 NA 7.5938915 -0.1587514 -1.7437139 9.9475769 9.0400864 8.6940218 8.4311955 9.3958209 14.0351168 15.3234939 2.7798270 11.8014754 11.9864213 10.4330661 -0.7437139 4.5600485 1.7157177 NA 7.9670758 14.3020933 7.5691523 9.1350869 12.8140923 NA 8.2263756 8.9116661 9.2723816 9.9977365 8.0144931 11.5673083 10.0466181 10.8824350 9.9082182 9.4436218 11.4757407 8.8947056 4.9720263 7.1564725 9.4236878 5.4139e-03 -7.2467e-04 -4.7079e-03 1.1539e-02 5.6919e-03 -1.9399e-03 -7.0576e-03 1.4051e-02 1.7124e-02 2.2024e-02 2.2024e-02 2.2024e-02 2.2024e-02 5.4139e-03 5.4139e-03 5.4139e-03 6.6653e-03 -5.8196e-01 -5.8196e-01 -4.7079e-03 -4.7079e-03 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12.2037906 2.2562559 6.6399745 6.7400857 10.4772524 10.9803571 10.864062 10.705418 7.738069 -1.743714 10.375535 9.033525 4.465720 11.290209 4.596118 10.044172 8.670955 6.138913 7.494674 10.267846 7.982488 13.648218 9.692461 10.651000 13.148955 12.832222 8.304757 9.754620 10.305097 6.907321 9.853391 9.138913 4.560048 6.980784 13.269156 10.100583 9.792031 5.163161 5.333084 10.067243 10.047432 12.557551 8.630222 12.205367 9.593334 8.076448 4.887228 8.917157 10.569436 15.253978 11.587282 12.472030 13.466865 11.185158 1.578214 10.340414 10.294503 9.832281 9.257678 9.618761 7.933989 9.952803 13.107628 10.103719 11.800507 3.210467 5.322357 6.057169 14.105592 10.733269 12.695581 9.169159 -1.743714 NA 10.312569 12.703676 11.839181 7.431195 11.177367 11.600566 13.539068 10.826362 10.447946 5.841231 12.113181 9.323704 7.591660 10.714420 14.380930 7.108018 8.132787 13.746205 8.655013 11.872359 10.554619 2.163144 14.257458 5.181675 6.204638 8.643867 10.924933 9.943208 10.041722 9.057169 9.080616 5.740086 12.169627 10.214460 10.758853 10.573682 10.288660 10.101760 11.465875 2.163144 9.990979 4.779832 13.307778 9.558337 8.178111 10.401246 9.185461 12.674913 3.063624 9.688812 6.044171 11.524812 10.612997 11.373263 13.028017 10.770737 10.070051 10.571136 10.933769 11.417781 5.210467 9.754122 10.014076 1.063641 4.578196 2.779827 10.546576 10.877204 10.174760 4.037628 8.226376 8.170655 10.248500 TCGA-CJ-4907 58 0 NA 1499 kidney stage iii t3b nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 3 2 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.82089949 5.38432961 8.80173713 9.57102960 9.54336557 11.07723926 10.54851745 10.08393387 5.91400953 9.69318096 10.33677454 5.39513480 10.81688645 6.78437311 10.40753078 11.00390071 2.32903746 11.13821157 9.54760965 10.11939483 10.68219324 8.07388020 6.13640059 10.40249516 9.18935734 8.06713853 9.12670783 -0.08604789 9.61964135 8.96294978 -0.08604789 6.51392178 9.30489430 1.13638828 9.78745303 10.05824221 6.76367449 11.69559536 11.60225922 10.86868993 10.22462168 15.74853755 8.75949909 10.45057990 4.97290399 9.43102199 7.77406092 8.81185439 2.13638828 8.54215046 9.22537881 9.16351735 9.75478681 8.67000928 7.87014275 9.06798310 7.44539068 12.95452695 10.59172850 -0.67093383 11.84769956 10.63967055 9.32622588 NA 4.21168976 11.32728423 7.87014275 10.22272717 8.53849975 9.28469619 10.97807798 9.29627270 11.71079615 3.57696951 9.37207365 NA NA 9.86237607 4.57697555 8.66443662 9.32693142 10.40886447 8.48765597 9.10630173 9.65884270 11.69625091 9.91353915 10.04843524 12.59766150 5.05696496 11.30854842 11.08601962 10.33361806 8.32622588 10.35971355 NA 1.91399039 3.02948822 -0.08604789 7.29483025 13.76064193 7.66443662 12.40669663 9.11040605 9.56086758 4.32904464 6.52871821 11.14583008 11.42262901 9.98233937 11.44067112 8.84671582 7.96204170 10.79001414 7.34585495 5.62366790 2.65097130 NA 9.07303935 13.99535362 9.34376423 9.87207814 10.16628010 8.81084569 10.29879267 7.78642712 9.77352299 11.19709724 8.46603770 7.34585495 10.39795224 9.58171184 9.48954815 11.63425315 12.37284267 10.84005773 9.69099023 9.03886249 3.44507777 11.76145778 9.22007065 10.20556333 9.68157541 10.61589287 1.78847691 9.16825015 11.26015324 9.12489132 7.59151711 11.68164164 8.74795328 11.57652894 4.83684315 10.23104461 11.37906505 9.73896758 8.40697027 5.16193604 7.22689189 10.60196768 -0.67093383 9.52257172 10.04843524 7.83287230 12.78758116 9.42246387 8.57222045 10.95041147 9.29555177 9.61329222 10.79559708 8.91306921 10.55395245 8.70191149 3.88363059 11.34515822 9.06713853 4.88363548 7.48639340 4.23593380 10.71058932 6.54336596 10.69411391 5.42707981 5.14922684 NA 1.13638828 11.06544831 10.58761243 11.09578231 10.90954054 8.73631432 10.02978953 6.25154111 11.95965480 10.57815981 11.70991325 8.81688637 9.77354360 12.04575871 -1.67116354 7.62596230 -0.08604789 NA 10.15837275 9.38432875 8.76575783 8.56625653 9.24343155 13.69847335 14.34846338 4.13640469 11.67722126 12.97633616 10.38906673 -0.67093383 4.35141632 -0.08604789 -0.67093383 7.94926645 14.30878417 8.50646588 9.06290907 12.37113322 -0.08604789 8.00852667 9.10975023 9.65097453 9.49834502 7.84277397 11.42592622 9.91306936 11.20748056 9.88651006 10.01291822 11.14762857 8.83783163 5.25860184 7.88171539 9.75111119 -0.13458 0.13554 0.15427 0.68552 0.13615 -0.13807 -0.14643 0.14295 0.12402 0.00636 0.00000 0.00000 0.00000 -0.13458 -0.13458 -0.13458 0.12827 -0.43246 -0.43246 0.15427 0.15427 -0.14335 0.15074 -0.14091 -0.14091 -0.13770 -0.12914 -0.12914 -0.14643 0.14206 0.14206 0.15382 0.15382 -0.13858 0.15159 -0.11037 0.12402 0.00636 -0.146 -0.146 0.142 0.142 0.137 0.137 0.154 -0.139 -0.130 0.144 0.144 0.143 0.143 -0.110 -0.110 0.124 0.124 -0.135 -0.135 0.139 0.139 -0.423 0.154 0.136 0.136 -0.432 -0.278 -0.138 -0.138 0.686 0.686 -0.141 -0.141 0.136 0.136 -0.138 -0.138 -0.129 -0.129 0.000 0.000 -0.146 -0.146 0.142 0.142 0.137 0.137 0.154 -0.139 -0.130 0.144 0.144 0.143 0.143 -0.110 -0.110 0.124 0.124 -0.135 -0.135 0.139 0.139 -0.423 0.154 0.136 0.136 -0.432 -0.278 -0.138 -0.138 0.686 0.686 -0.141 -0.141 0.136 0.136 -0.138 -0.138 -0.129 -0.129 0.000 0.000 9.1404211 12.2139801 9.1870274 11.6323991 9.9890423 0.6509483 2.9140095 9.7208270 11.1200057 0.6509483 9.1468296 5.9437573 9.2101604 13.0951094 6.6005091 7.6328273 6.3402738 7.8229016 7.7105895 8.8358499 10.5763806 9.4303656 4.7213617 8.8078160 9.8042732 10.7882218 7.7802576 2.5769816 12.2587671 8.6167587 12.2364666 4.0014690 7.0155466 7.1202088 7.9854714 11.1228529 10.4772052 10.5369759 7.7615885 NA 10.4078644 8.8931959 5.5482147 11.0351106 4.7384382 10.3434156 9.5811203 5.9656712 6.8128627 9.9872579 7.1364016 13.4678381 9.9814433 10.5133019 13.1139879 12.9602234 7.7615885 9.4356094 10.4682779 7.5163982 9.5638638 9.2055633 5.7966523 8.4952095 13.2790554 9.0303529 9.2796022 5.9363765 2.3290375 10.2452991 9.7828315 12.5384236 9.3311581 12.5976615 9.3604029 8.4609035 6.8423403 9.4065297 10.2886862 16.2293118 11.4406711 12.3764259 13.8311012 11.4043584 0.9140287 10.6523827 11.1940063 10.5485174 9.4362635 9.4895482 7.6051706 9.7647167 13.1208706 9.9706466 11.5904068 6.5674511 5.3290446 6.6051713 14.2583284 10.6907161 12.5719228 7.1555944 NA -1.6711635 10.1623318 12.3928628 11.3751421 7.5163982 11.1173569 11.6050253 13.3692933 10.9409933 10.4028533 5.5385009 11.6484363 10.1218367 7.0190447 10.6385227 14.7882782 5.3951348 8.7127505 13.2511109 8.6293989 12.0164221 10.2861485 1.7884769 13.6629355 6.2540970 6.4111957 8.4290514 10.4602603 9.7997053 10.4995974 8.4685976 8.9382252 6.5578650 12.4837854 9.9252362 10.6368165 10.6980984 10.3293986 10.6356778 11.2865112 0.3290662 10.1615408 9.2336810 13.1705940 9.5348396 8.1299465 10.1662801 9.4629206 12.7765817 3.4989657 8.4349551 5.6599645 11.2601532 10.5638638 11.1025977 12.7875812 10.8635925 10.2682582 10.5539524 10.8996137 10.8390069 6.8288918 10.0151092 9.8333688 0.3290662 4.8526082 -1.6711635 10.1666743 11.0967281 9.7688772 5.3514128 8.0085267 8.1978688 10.3751472 TCGA-CJ-4908 38 0 NA 1531 kidney stage i t1a nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 3 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2163274 11.1917647 10.8052507 10.4762600 5.8490760 8.3806225 10.4524649 6.0953865 10.5433035 7.0359538 10.2562979 11.4435985 3.2013829 11.0338452 9.9206518 10.1713871 10.5827759 7.9966593 8.0543748 10.4727063 8.3001109 8.2103660 6.9809872 -1.7055704 10.2486828 9.2118586 -0.7055704 6.5982669 9.0651503 1.1018517 10.2920188 9.7054677 7.9274817 11.5523443 12.4398614 11.0294077 10.9871020 15.3822808 8.9757250 8.9229319 5.3819478 9.8643422 7.6141584 8.5400393 3.1878469 9.4088795 9.5536708 9.1018415 9.7767903 8.6254035 8.1162603 8.8953287 7.6932305 12.9511348 10.4827662 NA 11.8690800 10.4828373 8.2916662 -1.7055704 7.9844845 11.0576988 8.1710036 10.0787123 7.4289129 8.2058783 11.2368177 9.1407605 10.8214087 4.3605750 9.2902537 -1.7055704 NA 10.1683151 5.0889006 9.0945776 9.8253805 10.2566595 8.6487358 9.0275019 9.3905428 11.5943541 9.8399336 9.8131397 11.9363124 3.6164165 11.8113007 11.1738783 9.8399336 8.6964328 10.4656633 NA 3.1524755 4.1771285 NA 7.9147062 13.4683588 7.9437426 10.7810702 8.4606496 9.1748353 5.0493737 6.6432140 11.1194452 11.1658142 9.7666695 11.5233698 10.2685425 8.2973015 10.9181394 6.8643422 4.1018433 1.9949417 -0.1206079 9.8813263 13.7795296 8.9949262 9.8780394 10.1983683 7.7580106 10.4861627 8.0224072 10.1265735 10.0787123 9.4114803 8.2192992 10.6951525 9.4581361 9.5154694 11.2590078 12.5116111 10.8605405 9.0970029 8.8500246 4.0771575 11.0817769 9.2831713 10.1663917 9.4824571 9.1778934 -0.1206079 8.6164147 11.3721367 8.9957929 7.3499314 11.7605629 8.9526979 11.5360228 8.5821988 10.3951488 11.3854259 9.7181277 8.8644750 5.4340377 7.3713018 10.5518743 -0.7055704 9.6825038 9.9774811 7.9598223 12.6055962 9.5483339 8.2973015 11.4137519 10.4118049 9.7853374 10.5515148 8.9365381 10.6673515 7.8278165 3.8794509 11.6361443 7.6254035 6.4233580 7.7742665 4.3388808 10.6155690 7.8101860 10.7680198 6.9406848 5.8719151 -0.1206079 0.2944296 11.1477961 10.6135941 11.3551824 11.7141834 7.8509925 9.1937981 6.0382430 12.5548180 10.6326657 11.3857566 8.9633715 9.7958260 11.5243567 -1.7055704 8.0889022 0.2944296 NA 10.0766657 9.5130497 8.8878777 8.7762860 9.4295545 14.0319715 14.6584672 5.1893027 11.4518334 12.1113702 10.2831711 -0.7055704 5.1399769 0.6164518 -1.7055704 7.8317050 14.0170806 9.2831713 9.0095904 12.5810443 NA 8.9704436 8.6869543 9.3327196 9.7863396 8.0807562 11.3334055 9.9686787 10.9940589 10.0979274 9.8002981 11.5327419 9.2566595 5.6715227 8.5672796 9.8874106 0.00000000 -0.00093293 0.00277520 0.49421000 -0.00465950 0.01500200 -0.00773310 0.00642100 0.00657410 -0.03307600 -0.00254060 -0.00450150 -0.00450150 0.01031500 0.01031500 0.00000000 0.00785930 -0.53913000 -0.49582000 -0.49582000 0.01486200 -0.00874810 -0.00542560 -0.00099660 -0.00099660 0.00945350 -0.11197000 -0.11197000 -0.00044228 -0.00013595 -0.00013595 -0.00265860 -0.00265860 -0.10673000 0.00034950 0.02771000 0.00657410 0.00624930 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.478 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.478 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.112 0.000 0.000 7.959822 12.208778 9.109069 11.486317 10.156349 1.616405 3.101835 9.943743 11.161958 1.753904 9.260271 5.088901 9.387904 12.626383 7.231124 7.829762 6.355182 8.746728 7.918368 8.611899 10.403011 9.892074 4.938342 8.856729 9.829276 10.501806 9.074206 7.943743 11.877099 8.616415 12.053691 4.101843 6.434038 6.956265 9.629877 11.100029 11.522554 10.544785 7.871915 -1.705570 10.634337 8.791340 5.403012 11.144869 5.127377 10.155573 9.377966 6.371303 7.297301 10.335461 8.280329 13.223652 9.838968 10.508198 13.924725 12.869967 8.334776 9.706527 10.241758 7.039320 10.092958 9.299409 5.786340 6.300111 12.923957 10.380291 9.133690 5.931111 4.152467 10.091337 9.611334 13.427870 10.255212 11.936312 9.643768 7.958045 7.132745 10.130931 11.637533 14.915165 11.523370 11.873449 13.646461 11.238283 1.616405 10.984048 9.802776 10.685730 9.239930 9.515469 8.183230 10.020705 12.959878 10.324464 11.567699 6.499058 5.952697 5.305715 13.768950 10.576996 12.805869 6.770220 NA -1.705570 10.030465 12.783268 11.640698 7.806239 11.118252 11.5537884 13.3197126 11.0787124 10.5343833 6.9704430 11.4981404 10.8481158 6.9633712 10.8660021 13.7692001 6.0953865 8.1336904 13.7014355 8.4211909 11.7472425 10.7204891 2.9949236 13.5570218 7.5872682 6.4082278 8.6361609 10.9482273 9.5827758 9.8902102 8.3015136 9.1313258 6.2602704 11.4620614 10.0258055 10.3534929 10.3852605 10.3625930 9.1877880 11.7219303 2.6868142 10.0929583 7.8471557 12.9847797 9.3538310 9.5364697 10.1983683 9.5625548 12.7026835 5.4644102 9.1953533 6.3223933 11.3721367 10.6889492 10.9133308 12.6055962 10.4250570 9.6884131 10.6673515 10.9713251 11.0192924 6.1524674 9.9279359 10.0130193 0.8794705 2.9949236 -0.7055704 10.7413113 11.5465738 9.8911421 4.0758492 8.9704436 8.2013771 10.2937819 TCGA-CJ-4912 61 0 NA 1657 kidney stage ii t2 nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 70.53.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 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5.9342688 6.7495289 9.2795885 4.7884195 11.6234602 7.9786630 4.7573913 11.5701235 12.2368197 10.5897305 9.8866739 15.9198780 7.7922495 9.0871385 5.4626479 9.6736598 8.3579500 6.0540084 3.7573860 8.5512414 9.9651479 8.7115871 10.0258058 8.6153718 8.5284498 9.9778218 6.5376098 13.3527700 11.3579502 -0.7661119 11.3608560 10.3275436 8.2281823 NA 9.2534197 11.5014934 8.4012469 9.3239413 8.4087547 10.2768562 11.4065689 8.3079703 11.7775761 4.1407214 8.3318610 NA NA 9.0217315 7.4674482 8.3835760 9.2836774 10.3166432 8.0571963 9.9549281 10.2415571 11.5011072 9.5145997 10.0738200 12.2189593 2.2338267 11.8955959 9.9853729 9.9549281 11.8971646 9.6389704 NA 2.9342712 5.2338306 -0.7661119 6.7729875 14.4941604 11.0765721 10.7826508 9.9710762 10.8567959 2.8187892 6.7960708 10.4554160 10.3937002 10.5318915 10.7687834 10.6061499 8.0053186 11.0310851 1.2338267 4.1880290 2.6932528 NA 11.4156024 14.5501812 9.7034707 11.9277514 8.8318814 7.5284494 10.2734335 8.7613059 10.4533241 3.6932639 9.5261506 5.3835764 10.4145959 9.3962203 8.3682554 10.4396222 12.6510222 11.9517195 8.7514982 9.5212528 4.6810781 12.3425167 8.7729878 9.2338289 10.1041937 9.4298162 -0.7661119 7.5330369 10.7778273 12.7919064 7.4541109 10.4994439 8.5353252 10.5512415 8.1286465 9.8281535 12.2742899 9.9124291 10.1239260 4.7256812 9.3682552 9.7583706 -0.7661119 10.2972240 7.6684574 5.8337427 12.4707400 10.2992450 8.6453400 11.2189593 11.2999181 8.2945247 10.9788225 8.8244159 10.4106254 7.4959238 -0.7661119 10.8964973 5.7573913 6.6159768 9.3173081 5.0667178 9.6485142 6.4626479 10.0151887 7.9767445 4.7884195 -0.7661119 -0.7661119 11.1883887 10.4746203 11.0077923 13.5059484 6.9062545 9.7197085 6.9781247 10.8480786 11.0435971 10.3797611 8.7729878 9.4959238 10.9748745 -0.7661119 9.9625998 NA NA 10.0611716 9.2631161 10.3410460 9.0746069 9.4590363 12.6713209 13.2094082 5.1645651 11.6269512 12.0736232 10.1712027 NA 3.6932639 0.2338881 2.6932528 6.5825575 13.5491200 11.0929754 6.9953805 11.3517966 -0.7661119 8.3026074 9.0659118 10.1916565 9.0793189 7.1763437 10.9714988 9.0298686 10.5461447 9.7636401 10.4292012 11.4239622 9.3133137 4.5192337 8.6770832 12.0196900 0.0000000 -0.0278740 -0.0562790 0.5725900 -0.3001300 1.1734000 -0.0077192 0.6712600 0.0420540 0.0576830 0.0576830 0.0576830 0.0576830 0.0000000 0.0000000 0.0000000 0.0639690 -0.1144600 -0.0311580 -0.0311580 -0.0562790 -0.0562790 0.5940800 -0.0596260 -0.0355560 -0.6761700 -0.6809500 -0.6657900 -0.0119590 -0.0197990 -0.0197990 0.5587400 0.5587400 -0.6490100 0.0412050 0.0151970 0.0420540 0.0576830 0.000 0.000 0.000 0.000 0.565 0.565 0.559 -0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.562 0.562 0.000 0.000 0.571 0.571 -0.676 0.470 -0.666 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.565 0.565 0.559 -0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.562 0.562 0.000 0.000 0.571 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9.2877549 11.5235597 7.3527700 6.5467124 6.4236538 14.2648805 9.9836984 12.6270853 6.1041941 -0.7661119 NA 9.6495707 12.2287126 11.1843046 7.7807235 10.2520291 11.2274750 11.9866277 10.9807630 10.7326781 5.8187918 10.3924386 11.5284497 6.3423538 9.5478456 12.2186408 6.7884182 5.9617483 12.2378106 8.9220792 11.1999738 9.2139686 2.9342712 13.4100800 7.4021500 7.4674482 9.0693740 9.3514720 8.3810337 9.4037539 6.7495289 9.0506366 5.2782227 11.0828430 9.7554294 7.8776854 11.1778088 9.7700761 10.2897892 11.3129803 0.8187688 10.4626476 9.1179994 13.5087901 7.8036843 9.9803433 8.8318814 9.6236430 12.1275096 7.7014347 9.4517866 4.5557548 10.7778273 10.8727173 11.1346957 12.4707400 10.0355373 8.8300185 10.4106254 11.0968536 10.1793825 8.1967251 10.3911758 9.8704535 NA -0.7661119 0.2338881 9.5052919 11.7375454 8.3708199 3.6932639 8.3026074 8.4432822 10.8216064 TCGA-CJ-4913 45 1 1173 NA kidney stage iii t3a nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not 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12.43432689 2.15794915 11.25349740 10.37710249 9.98448255 8.04433401 9.76469514 -1.54245824 3.36439033 4.52358077 -0.54245824 7.47986189 13.88221829 9.37561205 12.65148159 9.43334236 9.80843348 5.42327898 6.82818219 9.22236577 10.63304389 9.63864660 11.42423585 9.99179718 10.41568452 10.86794564 4.86688326 2.62742007 2.98104890 0.04250426 9.88585451 14.09513805 9.24212920 11.03963625 9.17773844 7.01208367 10.43334226 8.32477326 10.12839832 12.84887216 9.07863038 5.65716551 10.52943260 9.71841386 8.50598102 10.86529313 12.29905865 11.17538488 9.09954612 9.32520537 2.88309290 11.66983868 9.20987490 10.31547532 9.57383821 10.71370295 -0.54245824 8.03492328 10.79984677 9.01147859 8.10664250 11.45608474 8.29984450 11.06944124 6.70066859 9.98887580 11.16550041 9.71723755 8.26433375 5.79734507 6.86263612 10.30572605 0.45754176 9.82436293 8.37784735 7.17174025 12.67847714 10.13301040 8.24212896 10.62240119 10.94231722 8.74981581 10.68285838 9.15880077 10.16657813 7.74751295 1.77942783 11.01088360 7.00438903 3.77941733 7.92713616 3.58677675 10.46311889 6.55025118 10.28165745 6.59847687 5.77037714 NA NA 10.91076496 10.47499873 11.66374559 11.44315838 8.33707772 9.14661882 6.85272799 11.54711027 10.95684193 10.99058067 8.67908137 9.97220842 11.62397127 -0.54245824 8.23063342 0.45754176 NA 10.15880077 9.24294685 9.31625234 8.56601864 9.80068008 12.19209807 14.28453922 1.45748923 10.22029162 12.50137600 10.13124504 NA 5.04035329 -1.54245824 2.36437632 7.10495303 14.55618439 10.32670249 7.74520640 11.18456384 NA 8.71841369 9.12499623 9.67605756 9.49572734 7.62240110 11.36043462 9.58290783 11.31450332 9.80028565 7.18541464 10.29314997 8.84335674 4.83583315 8.68729834 10.19600882 0.39678000 0.00409240 0.00069327 0.41781000 -0.01271300 -0.00449700 -0.01037000 -0.00069303 0.00027728 -0.00484610 -0.00841310 -0.00841310 -0.00841310 0.00013863 0.00013863 0.39678000 0.00409240 -0.41608000 -0.41608000 -0.41608000 0.01112100 -0.00249380 0.01112100 0.00102740 0.00102740 0.00555290 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9.036603 10.309634 8.745207 10.019737 7.171740 9.007202 7.361376 12.077600 9.911279 9.652251 10.630859 10.407321 9.083203 10.872180 5.797345 10.444047 4.949348 12.690675 8.552891 8.332476 9.177738 9.740571 12.433342 7.255156 9.021644 4.933228 10.799847 10.563403 10.848738 12.678477 10.915388 9.131686 10.166578 10.537646 10.629347 6.446178 9.979585 9.525601 1.042434 5.277672 NA 11.458375 12.255769 8.777167 5.832533 8.718414 8.291965 10.200646 TCGA-CJ-4918 64 1 93 NA kidney stage iv t3a n0 m1 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.817706 10.474705 10.822658 10.800645 6.698475 9.752071 9.984909 2.633826 1.048864 1.048864 10.405532 10.021736 9.817044 4.218781 9.038680 8.416930 10.209235 TCGA-CJ-4920 64 1 139 NA kidney stage i t1b nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 2 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.3902545 3.3064810 10.8982932 10.4411359 11.2805268 12.7352107 10.7818674 9.8080640 9.9978506 10.7983394 10.6834780 6.6777422 10.0177418 9.9868842 2.1048398 6.7518788 0.3679301 10.7032773 11.2889741 9.7906525 3.0308481 8.8163475 7.9377428 10.2102373 TCGA-CJ-4923 63 1 572 NA kidney stage iv t3a nx m1 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9965269 3.1467693 11.3703294 9.1721577 11.1726610 10.3112163 7.8319931 6.9399999 10.3725260 9.1731642 7.9447226 7.8010772 3.6873295 10.2245532 9.8249664 2.1467530 6.7041430 9.8734490 4.1791846 10.4950922 8.6689020 6.6816882 10.6124071 13.4626879 10.8185487 10.2342293 16.2323747 8.1529013 9.4058677 5.1791886 10.3066377 7.3981408 9.1020200 3.2480490 9.0839396 9.9299135 9.0935398 10.2853873 8.5091087 8.2685355 7.8166176 7.3703291 14.3321487 10.8487817 NA 11.7633153 11.1179311 8.7083149 0.6873295 7.5821525 10.6760196 8.8659998 9.1240463 8.7708142 9.3500032 11.2354342 8.3383865 9.6267598 4.4422203 8.5422031 5.8370829 NA 9.7228214 5.3738361 9.1209203 9.9453119 9.9916861 8.4169554 10.4443080 9.6788566 11.3621273 9.8121024 10.5775991 11.7694839 3.3311893 11.4848403 10.4833744 9.9669455 7.9065034 10.1436892 1.0092755 1.2723219 4.5453136 -1.3125809 6.8870073 14.0087345 6.7747976 11.4906587 10.0310758 10.4054395 5.1951310 7.0623743 9.4914659 10.4736045 10.4109958 11.2604968 9.7034466 10.0758904 10.9628774 6.4015810 4.7958604 6.4015810 -1.3125809 9.6495079 14.7122148 9.2303666 10.4317482 9.3981413 7.5265384 10.3253182 8.3311911 10.6258191 8.9388171 9.1416341 7.1426616 10.0053805 8.7681522 8.2030347 11.1439459 13.1280094 11.3036539 9.8133940 9.7245386 4.1312767 12.2909612 9.4109957 9.2797919 9.2400040 8.8023784 1.0092755 8.1344181 10.4258494 8.7240578 6.4734736 10.9968112 8.1671150 10.6954133 6.2495781 10.1088737 11.5751266 10.0834043 9.1675393 5.6415316 7.7426173 10.2050043 0.6873295 10.8983105 8.8319931 6.8268866 12.6108480 10.0047474 8.2303668 11.3987867 10.9514842 8.7654857 10.9140691 9.3755851 9.9956739 7.2946649 4.2108953 11.1128130 5.7207573 3.5942261 5.4015793 3.8166202 9.6069431 6.3738361 10.7499072 6.8496753 5.8472052 0.6873295 -0.3125809 11.4515844 10.9275299 11.2390431 12.0101080 8.1771828 9.6095476 5.8001389 11.7131665 10.7764543 10.7654856 8.6210255 9.4776834 11.1209202 2.3877761 9.0871467 -1.3125809 -1.3125809 10.1856855 8.6269140 9.8814760 8.9796564 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10.979944 16.121165 11.260497 11.416743 13.607641 11.220421 4.731726 12.059656 9.591217 11.017411 8.606198 8.203035 7.852242 11.248623 12.066578 10.915853 11.420986 5.764150 7.742617 5.774798 14.098974 11.127944 12.459856 7.609176 5.009262 -1.312581 9.874687 13.159581 11.619610 7.199087 10.507115 11.4699236 12.2978983 10.8072486 10.1431758 8.3130435 10.1841887 11.8030288 7.3597601 10.0426859 12.7187776 6.3946942 6.4946892 12.4640629 8.5653858 11.7571202 9.7574559 3.0796512 13.5462871 8.0756321 7.2797916 8.7173810 9.9077131 8.6703284 10.0332944 7.7614761 8.9655985 5.2872469 12.2469509 10.3280316 8.8572598 11.2595613 10.6020936 9.5912168 10.9611304 3.6873295 10.4468070 8.0492784 12.8814768 8.2495771 8.4032967 9.3981413 9.8294930 12.2748780 8.2609821 7.8243262 5.1791886 10.4258494 10.5138833 10.5623162 12.6108480 10.4962990 9.0092629 9.9956739 11.4900531 10.4936266 6.8319925 10.4476389 10.6978629 5.1302802 5.3083609 0.6873295 11.3073255 11.2169509 8.9459009 4.1136005 8.6873347 8.5942253 9.9311039 TCGA-CJ-5671 51 0 NA 1943 kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 2 4 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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14.1904297 10.9287455 10.5685555 15.2602776 8.0925648 10.0137351 4.1856763 9.5507468 7.2568814 9.6135357 2.4151096 8.8350158 9.2363003 8.7834606 10.0293710 9.2352635 8.0601431 8.4955293 6.9070986 13.3199171 11.2944475 1.6006979 11.6530857 11.0172740 9.4272602 NA 9.8966445 10.2594333 7.8295306 10.1326501 8.6151308 9.0221755 11.0607287 8.8527012 10.3957959 3.7002510 8.5747165 1.1152996 NA 9.7159412 5.6881748 8.7181691 9.1673095 10.4016116 8.2650318 10.2300684 9.0101026 12.1237079 10.3997620 10.6525033 11.8801565 4.5747192 11.2188140 10.4802949 9.8363840 8.5297589 10.2080420 -1.2065619 -0.2065619 -1.2065619 1.1152996 7.2527884 13.8515177 7.2404403 7.9018812 9.2311088 9.9494398 5.5348242 6.5212769 10.7877102 10.6637215 9.6798154 11.8822643 9.1974339 10.6729400 10.8601187 7.0221758 1.1152996 0.3782897 -1.2065619 9.7742104 14.1189785 8.6183154 8.0173585 9.8452454 8.1107693 9.0833756 8.0718061 9.8484697 8.6652620 9.2822012 7.4728370 9.7231551 9.2922059 8.8115571 10.7894772 13.1921005 12.0156989 10.1829881 9.1867472 3.4383727 11.2520197 9.4172382 8.6820999 9.3941988 9.0507446 -1.2065619 7.9856496 11.0176600 11.0812221 7.7823253 11.3827739 8.1107693 10.9174781 6.8432050 10.0683172 11.9629686 9.7933569 8.8528366 5.8913900 9.0341480 10.1056726 -1.2065619 10.5478268 8.5828905 7.4868439 12.7050296 10.3613128 8.3858137 11.3232753 8.9695298 9.3354214 10.9750215 8.9582636 10.4071462 6.7417245 3.0412780 11.2698498 6.2445674 5.5212769 6.3932703 3.4372144 10.0227764 6.5280665 11.1484325 6.4978822 5.4937978 NA -0.2065619 11.2206696 10.8122524 11.0215743 10.9510195 8.0624833 9.1888373 5.8080478 11.9944086 10.4272601 11.0233772 8.9148904 9.5041631 11.0796257 0.7933549 8.7663364 -1.2065619 -0.2065619 10.0406910 8.7226153 9.0460222 8.4408152 9.9271412 14.1590641 13.8238084 5.4080664 10.4671076 12.1217512 10.3565531 2.1152996 5.3691244 -0.2065619 NA 7.0879772 14.3498928 8.3325155 8.3517776 12.3897795 -1.2065619 8.6683383 9.2769005 9.6767637 8.9881137 7.2852098 11.1713806 9.8560775 10.5045936 9.9874980 9.0648198 10.9850329 9.4199785 4.8594478 7.2295274 10.6590900 -0.027837 0.214990 0.062937 0.188650 0.410450 -0.014366 0.000000 -0.017941 0.168500 0.052908 0.039478 0.039478 0.047268 -0.039801 -0.039801 -0.027837 0.214990 -0.252710 -0.247030 -0.255940 -0.255940 -0.096044 0.205950 -0.031359 -0.031359 -0.014366 -0.238020 -0.238020 0.000000 -0.035448 -0.035448 0.391310 0.391310 -0.246770 0.189950 -0.022058 0.168500 0.052908 0.000 0.000 0.000 0.000 0.303 0.303 0.391 -0.247 0.000 0.190 0.190 0.000 0.000 0.000 0.000 0.169 0.169 0.000 0.000 0.152 0.152 0.000 0.190 0.215 0.215 -0.247 0.000 0.000 0.000 0.194 0.194 0.000 0.000 0.410 0.410 0.000 0.000 -0.238 -0.238 0.000 0.000 0.000 0.000 0.000 0.000 0.303 0.303 0.391 -0.247 0.000 0.190 0.190 0.000 0.000 0.000 0.000 0.169 0.169 0.000 0.000 0.152 0.152 0.000 0.190 0.215 0.215 -0.247 0.000 0.000 0.000 0.194 0.194 0.000 0.000 0.410 0.410 0.000 0.000 -0.238 -0.238 0.000 0.000 8.4885849 11.7963475 9.4308874 10.7587804 9.6135357 0.7933549 3.6007098 9.7742104 11.2104181 4.6262464 8.1963690 3.4938010 8.8171113 15.5352319 9.6411972 9.1683961 5.7820416 7.7270478 10.0107087 7.6419795 10.7781313 9.7351380 5.4227140 8.9264991 9.5845197 10.3522558 9.1694821 9.6567688 11.8236791 8.9084004 12.2146287 3.1856763 6.2196216 7.3594105 7.1152851 10.7926522 10.757337 10.193169 8.196369 NA 10.490324 8.727047 6.324739 10.361788 4.943106 10.310042 9.478105 6.244567 7.914890 10.008283 8.488585 13.173412 10.085678 10.068317 12.655897 12.255731 7.110589 9.116412 10.056039 8.774924 9.429075 10.229027 7.106239 7.297182 13.355778 9.095996 8.060143 6.776350 4.252787 11.319122 9.540711 12.923606 8.669874 11.880156 9.405304 6.907099 6.954791 10.170567 11.655607 15.272190 11.882264 12.103828 13.059631 10.725572 2.963289 10.818496 9.386748 11.134041 8.674471 8.811557 7.236300 10.105105 12.813469 11.613137 11.478103 5.712219 5.848638 5.202747 14.429339 10.463570 12.165270 6.912505 NA NA 9.861463 13.002201 11.003103 6.875506 10.427714 11.687037 12.556880 10.274652 10.488150 8.281197 10.300656 9.854053 6.804584 10.677527 12.596742 7.554908 6.886114 13.096263 8.686658 11.508032 9.884131 1.963289 12.174088 7.273177 6.632561 7.690506 10.573897 9.224854 9.774210 7.975751 9.025778 8.777775 11.886114 10.034148 9.696485 11.143191 10.333000 9.352734 10.462242 2.115300 10.787710 6.764901 12.782540 8.931629 8.522978 9.845245 9.443071 12.603024 7.404381 8.706246 5.793358 11.017660 10.687796 11.081646 12.705030 10.654831 9.129863 10.407146 11.613536 10.315198 7.046022 10.171110 10.615928 4.574719 3.747549 NA 11.451568 10.800829 8.533137 3.437214 8.668338 7.997928 10.081069 TCGA-CJ-5672 84 1 2190 NA kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.5160985 NA 1.7408412 6.5814507 9.3088305 6.3874401 10.8298811 8.0878797 12.4523870 11.8466234 10.1979144 8.3486706 3.7353597 10.0555731 8.9559146 5.5718649 12.5422583 NA 5.4927921 NA NA 10.0641452 9.8218157 7.5427185 3.4305128 8.5204655 9.3514746 9.0347896 12.1902992 10.2072322 8.9687549 6.4515705 10.7603712 9.8258540 7.0295468 12.7084116 6.4198625 10.3695695 10.2126399 4.4305061 12.2585520 8.9724026 10.8111610 10.8050370 7.4927929 3.7353597 10.4489546 9.3102724 7.9796704 3.5909732 1.6649834 10.0365330 8.5451699 3.8666113 7.3260393 9.7797576 0.9279723 9.9905045 9.1775172 3.8666113 11.7589436 11.0504052 11.1715793 10.4057668 15.8700954 7.8468719 10.5254405 4.3430453 8.9577559 7.2619097 5.7353624 2.9037517 9.3860733 8.6074886 8.9014667 9.7093684 8.4851531 8.3847052 8.9850976 6.7005979 14.1682533 10.7724528 3.0434845 11.4334894 10.4748001 8.0434856 NA 4.9280102 11.9324631 7.8389014 10.2049084 8.8328941 9.5291603 10.6324886 8.5933444 12.4194776 2.9280102 9.0277946 0.9279723 NA 9.3584611 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7.1632250 3.7939271 8.6168418 3.8666113 10.2491851 5.6468280 9.6502469 5.6341721 5.3203258 NA -0.6569902 11.1668113 10.2767367 10.9755869 10.9940978 10.0460845 8.8723594 6.7271826 11.2382427 11.0114879 10.7823575 8.7005982 9.8116701 11.7036189 4.2972428 8.2010271 NA NA 10.1062584 8.0777557 8.7180855 7.7310631 10.1309486 12.8088675 13.9683554 -0.6569902 10.5371873 12.4256941 9.9896048 1.6649834 5.7353624 0.3430098 -0.6569902 6.5525000 14.6403923 9.3145896 7.5476172 11.3612463 NA 8.5054372 9.1270756 9.9081482 9.5029173 7.2678588 11.4678136 9.7608985 11.1346160 9.7406352 7.6739627 9.9147987 9.2072323 4.4553272 7.5927762 11.1727688 0.00097064 0.49251000 0.00039256 0.54325000 0.51560000 0.01670500 -0.00650500 -0.00083160 -0.00691950 0.00958830 0.00958830 0.00958830 0.00847430 -0.00423710 -0.00423710 0.00835710 0.49251000 -0.57417000 -0.57417000 -0.57417000 -0.56386000 0.00216850 0.00221930 -0.02182700 0.00471900 -0.57627000 -0.00249380 -0.00249380 -0.00650500 -0.00277070 -0.00277070 -0.00581400 -0.00581400 -0.51239000 0.42519000 0.02245200 -0.00691950 0.00958830 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.493 0.493 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.493 0.493 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 -0.541 0.000 0.000 0.000 0.000 0.000 9.5353390 11.1842172 9.0101577 12.0415337 9.0066041 -0.6569902 0.3430098 9.3901700 11.2726743 1.3430667 9.0861975 7.1695943 8.4091350 14.0151951 8.4225307 9.3231856 5.8508419 7.7942573 9.2072323 7.8937930 11.2118686 10.1252253 8.2164903 9.3915330 9.6404324 10.1624268 5.9577568 12.5168793 11.3802498 9.3996838 12.2855569 4.5909732 6.9869024 7.5766657 8.2648868 10.7455253 9.751376 10.111230 8.074365 NA 10.092078 8.581451 6.057292 10.263399 4.297243 9.967842 10.178307 6.691774 7.567048 9.677319 7.249936 13.196063 10.799914 9.967842 12.750978 11.855046 6.866608 9.341636 9.962349 8.140708 9.526682 10.012817 7.207232 5.609832 12.911240 8.337399 9.171183 4.150397 1.664983 10.804014 8.574267 12.620043 8.446334 12.960054 8.616842 7.532871 6.359075 9.380593 9.615676 15.300148 11.294571 11.202193 12.891507 10.885594 1.664983 11.377501 10.413167 11.259299 8.822826 8.401038 7.492793 9.918585 12.657912 11.912427 11.501340 4.769312 5.682896 6.015471 13.607514 11.353574 12.175541 7.619170 NA NA 10.028671 12.944701 11.088641 6.777675 10.462636 11.459390 12.473456 10.197914 10.055573 8.273783 10.740186 10.925659 6.709368 10.249937 14.441295 7.029547 6.070967 12.569892 9.468460 11.633929 9.849849 2.664983 13.553489 7.735750 6.057292 8.780444 10.107088 9.031296 9.842892 7.954071 8.682896 7.590973 11.401376 9.589787 9.398329 10.752967 10.582645 9.082827 10.580854 4.201030 10.804526 5.201026 12.581403 8.698397 8.354273 9.276737 9.498193 12.630758 6.124407 8.804525 4.866606 10.765111 10.323900 10.794772 12.500551 10.888976 8.961431 10.253689 11.132580 10.289280 6.743926 10.019003 9.230267 2.343038 5.320326 NA 10.649677 11.104340 8.785990 2.343038 8.505437 8.334568 10.488341 TCGA-CJ-5675 70 0 NA 2430 kidney stage ii t2a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 3 3 2 4 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.80894359 10.43209263 10.13941155 3.94645015 11.94362575 8.98686057 10.93228821 10.48982970 7.74675816 8.08506715 10.53479641 9.57712704 7.79079549 4.87933328 0.07203718 9.57646507 7.47000804 0.80892043 6.93822580 9.36353162 1.80896160 9.98237003 10.06208109 2.39391038 10.65127741 13.17033829 11.17329630 9.43172679 16.21230769 7.90064284 10.57547165 4.31990691 9.41553306 7.52867367 4.07197714 1.48702321 9.47640923 9.32385393 8.97083036 9.65254977 8.60595577 8.48560514 8.76313899 6.69158581 14.09737630 10.94542130 NA 11.68284820 10.65249644 8.41182703 -1.51292532 1.80896160 11.78851084 7.68913839 9.70194093 10.34188304 9.14254542 10.53038380 8.02229013 10.94443660 -0.51292532 8.74204328 -1.51292532 -1.51292532 9.92112164 3.39391038 8.20297645 9.65881700 10.17044801 8.47711873 10.32267033 8.65944225 12.00244347 9.56783214 10.12409235 12.61871090 NA 10.48353406 10.23058683 10.12951769 8.23520768 9.75847775 NA -1.51292532 0.07203718 -0.51292532 7.76778521 13.70046068 9.68913856 14.04731764 10.36927562 9.86042358 4.79079289 6.38788119 9.36659783 10.66505703 10.92242452 11.54212250 8.03004634 9.07197714 11.13019446 3.73493718 4.89640749 NA 0.48697174 9.22848154 13.91602904 10.13267310 10.49544324 8.88682660 9.32543072 9.63803129 8.03004634 9.57060694 10.62336503 8.54365247 2.65693106 9.45425528 10.62912171 8.39990379 10.88495661 12.25860731 11.81947085 8.79876306 9.50984704 0.67924362 12.02956293 8.80555752 10.68177155 9.07572943 9.62079899 -1.51292532 8.43538190 10.97485472 6.32028429 9.26426994 11.37784892 7.90907943 11.03920345 8.05116434 9.98187020 11.67250959 9.76952399 8.22593427 6.41775127 6.06444315 10.07760165 -1.51292532 10.35737935 7.63421933 6.53140953 12.67521713 10.79989759 9.14075540 10.97007468 8.91851236 8.57977187 10.94459048 9.41996755 9.82072912 8.48701477 -0.51292532 10.69555386 3.57447697 1.07196856 8.07572943 4.36965492 10.59619237 3.91328198 9.03679947 5.55310242 4.50938548 -1.51292532 NA 11.23583648 10.59423175 11.78607956 10.63676182 8.21493493 9.30669082 7.00975361 10.35429336 11.39840665 11.10448213 9.29114560 9.95207084 11.19415805 1.80896160 8.54771047 -1.51292532 NA 10.17263952 8.47427866 9.62975986 8.30399851 9.93513101 13.79499810 12.82442751 0.07203718 9.05021081 12.59431348 10.00861504 -1.51292532 3.91328198 0.48697174 3.65694250 6.61113549 14.45871538 9.24357103 7.55310395 10.33720152 NA 8.04925720 9.27352941 10.21918208 9.42144276 7.08320486 11.59977995 9.21152843 11.28061797 8.92713646 6.26837450 9.32069542 8.57977187 3.72350395 7.34741851 10.13402336 1.01630000 0.00000000 0.00586830 0.54471000 -0.00207840 0.04883000 0.52356000 -0.01119800 -0.01340200 0.00819590 0.00819590 0.00819590 0.00819590 -0.00152430 -0.00152430 1.01630000 0.00000000 -0.54653000 -0.54653000 -0.54653000 0.01768400 0.01042400 0.00977470 -0.54537000 -0.56923000 0.04883000 -0.00387790 -0.00387790 -0.00666380 -0.00332430 -0.00332430 0.00597000 0.00597000 -0.54118000 -0.00055444 0.02412700 -0.01340200 0.00819590 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.016 0.000 0.000 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.545 0.545 0.000 -0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.016 0.000 0.000 0.000 0.000 0.000 0.000 -0.547 0.000 0.000 0.000 0.545 0.545 0.000 -0.539 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.6033585 10.7402712 9.0290793 12.9762355 8.9957999 NA NA 9.6550600 11.1192511 0.4869717 9.5955391 5.8620546 8.0682151 14.5815872 8.3635316 9.2410670 6.0943459 7.1735152 9.1900530 7.8707192 9.4006521 10.2393953 8.9069748 9.1926472 10.0965398 10.6335833 6.3387631 5.1163731 11.4712551 7.9647729 12.5636583 4.1017257 7.0832049 7.9153751 9.7349423 10.9766118 9.8357428 10.8924221 8.2234168 NA 10.0329444 9.1254507 5.0105785 10.1389633 4.5744770 9.8379538 9.2157856 6.6059550 6.7998981 10.7631391 6.5744770 13.2745092 11.2125940 9.7007265 13.1003437 12.3190393 7.7862226 9.1479019 9.6033585 7.7467582 9.4527989 9.9853652 7.8179315 4.8445664 12.8111249 7.7631393 9.1717633 3.5744770 1.0719686 10.1227328 8.6240058 13.1239791 8.7049722 12.6187109 9.1479019 7.9748545 6.4859999 11.5286738 10.0463917 14.8371923 11.5421225 11.3069941 13.6458216 10.5658326 -0.5129253 11.5050409 8.2716493 11.3328967 9.0425625 8.3999038 7.6619405 10.8519700 12.5762996 12.0340297 11.4319079 1.4870232 5.3325039 6.0869281 13.9730285 12.5353313 12.0209527 7.4058775 -1.5129253 -1.5129253 9.3863717 13.3853799 11.7295785 7.3542935 10.9910888 10.904604 12.416828 10.515611 10.071977 8.627844 11.670495 11.074792 4.616299 9.949006 14.775408 7.372711 4.862055 12.121704 8.743223 11.770682 9.615009 1.071969 13.411502 5.716121 6.351201 8.485887 9.811195 8.654433 9.523188 8.189447 8.917467 7.319905 11.440120 9.739680 9.396908 10.884957 10.387127 9.822963 10.016445 4.268375 10.644993 8.939256 12.816546 8.845666 7.749110 8.886827 9.651695 12.334366 4.696467 8.736128 4.344999 10.974855 10.262625 11.616137 12.675217 11.145896 8.930994 9.820729 10.491586 10.585942 6.547710 9.616298 9.183982 1.487023 3.441205 NA 10.155900 11.754720 8.534139 3.946450 8.049257 8.631673 10.227217 TCGA-CJ-5676 47 0 NA 2575 kidney stage iii t3b nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 90.48.0 NA NA 3 2 2 4 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.2310483 6.5892796 9.9749602 9.3766316 7.9691275 6.2586339 1.7992117 9.3069974 8.5914509 NA 6.4236941 9.7509439 2.2142492 10.0830628 10.1181221 5.8435970 10.3269665 12.8983313 10.6690536 10.9438610 15.5579118 7.9042384 10.9674570 3.6065607 9.3318834 7.4089971 7.6236313 2.0541886 8.8010801 8.7120919 8.9757915 10.3822855 8.4309860 8.4857033 8.8085649 6.4716281 13.4107655 10.7812456 NA 11.3489874 10.7744966 9.7563048 -0.7858752 7.6446927 10.0644271 8.3460970 9.3588984 9.0199840 8.8562920 11.0215951 8.1060237 11.5260595 2.6736695 8.4089971 3.0215863 NA 9.1857838 6.6899742 8.5585363 9.0876843 10.3234179 7.9724635 9.2937250 9.2240687 12.0221747 9.9682925 10.3910367 12.4120712 3.4621701 10.4254471 9.6757196 9.9615941 8.0628632 9.6644204 NA 0.7991702 1.5361524 1.7992117 6.1915192 14.5012311 7.9353395 11.8544851 10.4406524 10.6556282 4.7060940 6.4430596 10.4436599 10.0573761 10.7417172 11.6762312 8.3149027 9.6446927 10.6731594 6.6818456 4.7688301 0.7991702 NA 9.3017031 14.1965208 9.7050911 8.5088608 8.5065619 8.7020802 9.3109554 8.6960397 10.2356714 4.8866672 8.7973230 9.2613641 9.6195199 9.4370352 8.2421461 10.8381218 12.8578710 11.5579811 9.3941493 9.9976314 1.3319345 11.8921800 9.1742421 9.0407886 9.2586343 8.5384206 0.2142492 7.3227646 10.8884325 11.7967492 8.2418974 11.4615744 7.9181441 10.3785187 4.0722173 9.8517707 12.0288227 9.8113617 8.7416389 5.8435970 8.5451572 10.2715551 NA 11.3357738 8.8215706 5.6405052 12.9141380 10.3448107 9.0768776 11.5448770 8.8884325 9.2897194 10.8918498 9.1567548 9.6310377 8.0753273 1.2142492 11.4571166 5.9691275 6.2691978 6.0086572 3.9146793 9.8481436 6.5451576 9.3146659 6.2586339 3.7378057 NA NA 11.1857838 10.5984843 10.8485975 10.8585472 7.3069977 6.8728091 6.0365890 11.2702005 10.9310597 11.0403914 8.6859153 9.7524292 10.7060933 NA 8.3941493 NA NA 9.9980570 9.8866655 9.5225792 8.2857027 10.1843461 13.1379391 13.7025825 2.6736695 10.8800203 12.0886453 10.2296553 0.7991702 4.6065547 0.2142492 0.7991702 5.1684375 14.1022699 9.4321980 6.6236313 11.2997127 0.2142492 7.8580967 9.0021590 9.6183174 8.7878875 7.3227646 11.3383615 8.8937205 11.0722213 9.7150820 10.0691086 10.1486683 8.8271086 3.8644338 7.8384142 11.0853754 0.00079523 0.30026000 0.01014600 0.51037000 -0.00401620 0.00000000 -0.33526000 -0.13057000 0.28089000 0.04670000 0.03477000 0.03477000 0.04188300 -0.01508000 0.00263570 0.00079523 0.30026000 -0.33191000 -0.33191000 -0.33191000 0.02482900 -0.12239000 0.51037000 -0.12247000 -0.11991000 0.00000000 -0.13147000 -0.13147000 -0.33526000 -0.00923900 -0.00923900 0.20534000 0.20534000 -0.33503000 0.31691000 -0.05388100 0.28089000 0.02808700 -0.335 -0.335 0.000 0.000 0.315 0.315 0.205 -0.335 0.000 0.317 0.317 -0.131 -0.131 0.000 0.000 0.281 0.281 0.000 0.000 0.324 0.324 0.195 0.307 0.300 0.300 -0.323 0.000 -0.122 -0.122 0.510 0.510 -0.122 -0.122 0.000 0.000 0.000 0.000 -0.131 -0.131 0.000 0.000 -0.335 -0.335 0.000 0.000 0.315 0.315 0.205 -0.335 0.000 0.317 0.317 -0.131 -0.131 0.000 0.000 0.281 0.281 0.000 0.000 0.324 0.324 0.195 0.307 0.300 0.300 -0.323 0.000 -0.122 -0.122 0.510 0.510 -0.122 -0.122 0.000 0.000 0.000 0.000 -0.131 -0.131 0.000 0.000 2.799212 11.203635 8.787888 12.371271 9.404065 2.021586 6.571792 9.792613 11.156425 2.799212 7.982424 5.462167 8.578375 13.957549 7.972463 8.379147 6.301703 7.280329 8.084605 8.031224 10.367159 9.999693 5.404065 8.712092 9.548078 10.279656 8.106024 2.914679 11.646782 7.457415 12.287876 4.214241 6.799203 7.644693 8.597945 10.599563 10.870218 10.051868 8.194380 NA 10.484536 8.090757 6.353791 10.159684 2.799212 9.648868 10.511156 6.821570 7.253159 9.828950 7.685916 12.693389 11.181466 9.725004 12.809031 12.244735 6.301703 8.621508 9.497329 7.191520 9.547396 10.002143 6.423694 6.681846 13.492980 9.764025 7.571792 6.133103 3.673669 11.179664 8.413913 13.300293 8.314903 12.412071 8.330584 6.191519 7.397032 8.898989 10.533912 14.804535 11.676231 10.555759 13.256242 10.500220 1.214249 11.131239 8.610845 10.969128 8.194380 8.242146 7.369058 10.295724 12.248351 10.434014 11.270878 5.969127 5.214241 5.121131 14.539407 10.413299 12.073775 6.214239 NA NA 9.539546 12.817867 10.878634 7.379147 9.891079 11.3623990 12.3652568 9.8742361 10.4406524 7.2310483 10.5254209 11.5596455 6.7060940 9.8307891 12.3642667 7.6736716 7.1390530 12.2023763 8.7319096 11.6006416 9.4273445 2.2142492 13.1730648 7.2911090 5.5180220 8.6992445 10.3633522 8.4236937 9.6970482 7.4669060 8.6236313 6.2803291 11.6410291 9.5552030 8.5180209 11.2383410 10.4733950 9.5871052 10.2093007 1.7992117 10.6357791 8.9707964 12.8720599 7.6022572 8.7572720 8.5065619 9.4153839 12.8122927 6.6151190 8.9472556 6.4236941 10.8884325 10.9865548 11.2786462 12.9141380 10.8826820 8.4669056 9.6310377 12.0593382 9.9250467 6.1567546 10.3929051 9.9361939 -0.7858752 NA NA 10.8164752 11.3399507 8.2910560 3.6736695 7.8580967 9.1226329 10.0876844 TCGA-CJ-5677 54 1 782 NA kidney stage iv t3a nx m1 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 1.872705e-06 5.895554e-07 10.9543859 10.0081373 7.1114477 4.8968531 11.7335594 9.8126725 13.3405794 NA -0.4088951 6.0877959 9.0081373 5.6767272 10.3288048 7.9104005 12.2991823 8.9859171 9.6866029 9.1745580 4.9762903 10.5193203 8.3905207 7.7651230 14.9640356 1.1689629 6.5352552 NA NA 9.1519270 10.0230227 7.9891123 3.0758235 11.1892190 9.5676772 9.0531040 11.6730076 10.2504170 8.3929352 6.9304843 9.3941409 9.6816740 5.2982147 11.0855594 8.8951517 11.1339963 10.3097633 4.3388594 12.1101645 8.9120849 10.5909983 10.4462209 7.9923005 7.9633493 9.8035994 9.5730107 7.6846336 8.9954820 0.1688987 9.7090616 8.8127896 1.4908781 7.1857417 10.3783869 5.7080934 9.3376056 8.3135919 3.6283653 10.2592246 12.5065554 11.9227770 10.0167739 16.5049605 7.9404228 10.2383832 3.4168668 9.2930548 7.8659009 8.7613907 1.1689629 9.5972937 8.4144861 9.1055715 9.9657843 8.8676383 8.4931141 8.7368896 6.2242159 13.3794526 10.9758858 0.1688987 11.5020888 10.5892780 8.7254395 0.1688987 7.9371178 10.2309797 7.7651230 9.2616906 7.7799583 10.6154999 11.4569344 8.8271448 11.7095943 2.1689308 8.6647886 1.1689629 -0.8311013 9.6537564 4.1689308 8.4144861 9.9196404 9.6707706 8.7216027 10.4852150 9.3722816 11.7242943 9.9946873 10.5439729 13.3679156 3.9762903 10.3609426 10.5407101 9.9146079 8.0546298 9.8316019 NA 0.7538612 2.1689308 1.7539040 6.8968543 13.9579576 5.2350224 12.6509851 10.3874967 10.3862854 5.3186820 6.7909857 9.9994487 10.4618303 11.0120694 11.2838341 8.9120849 9.6293894 10.8632914 4.2563993 0.7538612 2.7539040 -0.8311013 9.4692861 14.6180176 10.0010323 10.3606097 9.1026240 7.1801608 9.3097633 7.8127896 8.9332743 10.4322027 8.9087142 6.3186802 9.6380054 9.6180821 8.3783868 11.2846274 14.2287004 11.7022632 10.4976084 9.7728379 4.6161812 12.4939578 9.6657873 9.8028369 9.7873190 7.2930550 -0.8311013 7.5043240 10.7941857 8.3692436 8.1285007 11.1696377 7.4818164 10.6175661 8.8571839 9.6993398 12.3670715 11.4424377 9.0916218 5.4168600 7.7273542 10.1961484 NA 10.9738712 8.7651233 6.2133278 13.0179476 10.1158397 9.5547958 11.1579731 9.8154922 8.8253582 11.2349588 9.6098026 9.9036431 7.1462133 0.7538612 11.2177609 5.4543371 6.9019493 8.1202182 4.3783868 10.7100301 5.8693730 10.2247920 7.1857417 4.6924942 -0.8311013 -0.8311013 11.1752595 10.7841033 10.6517415 10.9453665 8.4772726 7.7479097 6.8360453 10.9221503 10.9445438 10.7046948 9.0576766 10.1397584 10.9710459 0.1688987 8.5825613 0.7538612 NA 9.8118878 8.1913011 10.3078452 8.5154471 9.6707706 13.1928611 13.4672109 -0.8311013 10.2800692 13.6705841 10.1647007 0.7538612 3.6283653 -0.8311013 NA 5.6283653 14.3498139 8.6180822 6.8693730 11.6019972 1.1689629 8.0546298 8.8568690 10.8118877 8.2051070 7.1055712 11.6890611 8.9288215 10.6612874 9.5009701 7.9954823 10.1018864 8.9019487 2.2949295 7.6592232 11.5104523 0.0091306 -0.0056757 0.0172640 -0.0032145 0.5220600 0.2546400 0.0062481 0.0186630 0.0145610 -0.0881810 -0.1007900 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7.7946427 10.3457300 10.2524128 4.4543338 9.0546298 9.5676772 10.0057729 7.8519283 11.6339897 10.8784482 7.5526376 12.5763314 2.9762903 6.5783244 7.7158282 1.9762903 10.8271450 10.3135918 10.2140105 8.6098026 4.1231281 10.3519485 8.0081373 4.6607860 10.0338935 4.5951993 10.3686059 10.2510826 7.0576766 6.4073375 9.6895522 6.7909857 13.3104020 11.7919005 9.7799583 12.6708950 12.4647024 5.9371184 9.5098963 10.4612551 9.2577218 9.7454179 10.0346668 5.2350224 6.9502934 13.2418198 8.1055712 7.3135914 5.4727152 1.7539040 10.5093400 8.1885241 12.5895517 8.4001545 13.3679156 8.5762013 6.8271445 5.0989627 11.1829539 10.5248351 16.1419918 11.2838341 11.5187676 13.4210075 10.5809740 -0.8311013 10.6232328 9.1604554 10.7790355 8.7669860 8.3783868 7.0764255 10.6222041 12.3522587 9.9354624 11.8336030 5.8968531 7.1114477 2.3388522 14.4060635 11.1114480 11.8868241 7.8055582 NA 0.1688987 11.0874241 12.9402166 10.9917672 6.8055582 10.5756700 11.1361597 12.4333761 9.6866029 10.5193203 5.7538960 9.9970699 10.7326064 6.4168617 9.7660549 13.3122912 5.2982147 6.6607860 12.3533393 9.4345486 11.8734856 9.5993861 3.2563918 13.5013897 6.7226778 6.5176615 8.5411675 9.6035616 8.6283650 10.0915179 6.9437209 8.2904668 6.4450579 11.4888878 9.0848129 9.0877967 11.1508575 10.4304408 9.6993398 10.1822562 1.7539040 10.0959707 6.2669664 12.6996239 8.2722215 7.2616906 9.1026240 9.4258145 12.8490732 5.0269151 8.8797401 3.2563918 10.7941857 10.4835167 11.0230227 13.0179476 10.7187181 7.6806858 9.9036431 11.5612509 9.8127897 6.3686060 9.6304129 10.2570592 0.7538612 NA NA 9.6293894 10.4469879 8.7196804 2.4908525 8.0546298 8.5526376 9.7311759 TCGA-CJ-5678 62 1 574 NA kidney stage iv t2b n0 m1 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 90.48.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.92845087 12.82261518 -0.92906118 2.04551287 7.84575348 8.17425410 6.69301853 9.80821384 8.61978860 12.20795762 10.37531784 10.15178400 7.03096833 1.07093882 9.69758810 8.82083601 4.85232850 12.89134496 NA 5.13705671 NA 0.07093882 9.53755292 10.15842931 6.92271521 2.87831336 8.40412185 9.16240190 10.02516282 11.67551975 9.81074706 8.29737853 6.77140627 8.71482282 9.60234794 8.57677796 11.60405288 6.29978498 10.94441061 9.59550832 3.87832317 11.18144984 9.27675975 10.88193972 10.39402124 7.15311523 7.73630248 10.14376903 10.38528920 8.11262560 3.07097316 NA 8.97183321 7.93515267 NA 7.49303162 9.38498315 2.24089434 9.79803609 8.84245595 3.15843398 9.56767055 13.25398153 11.07694189 9.77832572 14.91630955 7.41969478 10.61061001 4.02516171 9.13840083 7.47184589 5.28041817 1.65594710 9.82083601 9.25087562 9.36098531 9.62363553 8.30458633 8.87348287 8.71121130 5.51391073 12.92593227 11.19767100 -0.92906118 12.32215302 11.02176300 7.84904348 -0.92906118 5.20024931 11.85682762 8.38157929 8.90068933 8.85560139 8.60818495 10.07378155 8.24589207 12.26718440 3.31889525 8.62363572 NA -0.92906118 9.49618249 3.87832317 8.23838468 8.97032336 10.59354808 8.26818312 9.02806850 8.66901897 12.06252910 9.29376154 10.39627200 12.31741024 2.97786604 9.60278663 9.98385580 10.37930558 9.20923841 8.68935193 NA 2.53039541 2.24089434 1.07093882 7.10438908 14.42463027 11.78607053 13.42162951 11.04824647 10.69393346 3.59452466 6.07096672 11.30038620 10.06248833 9.80990315 11.69575741 7.73985148 10.19185242 11.04143198 NA 4.11535791 2.53039541 -0.92906118 8.85068599 14.00507200 10.17949102 9.92271551 8.52423728 7.62938722 9.40300307 9.22325142 8.50248496 10.03241621 9.01933386 6.36558756 10.02485016 10.54771269 8.12895837 10.07448443 11.56856890 11.22546823 8.97935917 10.01176467 1.65351867 12.93911386 8.99131946 9.28528569 9.19767106 9.45359063 0.07093882 7.34242941 10.48881905 10.69600408 9.24538038 11.42438908 8.66342361 10.71437183 6.71482248 10.14844989 12.47357892 10.20539288 8.07967518 6.29013500 6.72917750 10.20475098 NA 11.33423574 7.05965163 4.79888519 12.81043071 9.56582220 8.81074706 10.63511598 9.79377398 8.69850049 10.71273832 9.85478331 8.87671032 7.74339177 NA 9.91880690 5.00170318 5.87780559 8.81915946 3.46328241 10.53602268 4.74339109 9.62651434 6.92981821 4.53039541 -0.92906118 -0.92906118 10.67320147 10.37303424 11.17622028 10.99094713 7.79888713 6.28119934 5.67132451 10.52423718 10.81369703 11.02516282 8.77140627 9.94517942 10.40300307 3.97785689 8.76967125 NA NA 9.70940248 9.25708065 10.28771238 7.86862813 9.46328404 12.34417932 12.54238771 1.39292185 9.30698080 12.35217213 9.80990315 1.39292185 2.53039541 2.07097316 3.65592421 5.11536207 14.64706700 9.09333437 7.12081536 10.14577704 NA 7.75044639 9.23604936 10.30338749 9.17162893 6.61786119 10.82460112 8.75396114 11.77940382 9.80567617 7.52217740 9.43510120 8.49932650 1.65594710 7.26192660 10.74294979 0.51751000 -0.01161100 0.00224770 0.54912000 0.00000000 0.01978300 0.00083195 0.02496900 0.02721600 -0.02847600 -0.02847600 -0.02847600 -0.02315500 -0.55407000 -0.55407000 0.53186000 -0.01161100 -0.57229000 -0.57229000 -0.58317000 0.00224770 -0.01595100 0.00722170 0.00221930 0.00221930 -0.00733390 -0.00090923 -0.00090923 -0.00007489 -0.00234800 -0.00234800 -0.00055444 -0.00857660 -0.56643000 0.02034300 0.02454800 0.02721600 -0.02847600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.037 0.518 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.037 0.518 0.000 0.000 0.000 0.000 0.000 0.000 -0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.57876063 10.38837910 8.73452470 13.61345432 8.65592886 NA 0.07093882 9.36558735 10.70470652 2.65592421 6.67829731 4.85232850 8.64082226 15.85942998 9.04394621 8.92271551 6.42851930 6.66342290 8.65404917 7.93824521 10.29737876 9.27309039 5.85232600 8.95513695 9.99057471 10.32007992 7.35173697 10.26202576 11.30308760 8.38384942 12.17376079 4.49722913 7.08219376 8.48670834 7.12624914 11.03096847 9.4867083 10.0403530 8.5303981 NA 9.8432810 8.1794911 5.9413317 9.3552123 3.3928944 10.0503918 10.0396333 7.3563683 8.0961063 10.2852857 6.7433924 12.9214464 11.9453716 9.5737983 13.1634759 13.2583186 6.3188934 8.8959251 8.7714063 9.6624889 9.1729422 9.5557895 7.3141409 3.6559242 13.3461453 8.5283474 9.4867083 4.2002532 NA 10.6178610 8.0821938 13.0696451 9.3105651 12.3174102 8.7469234 6.8457535 5.9521425 8.2877124 10.6870559 15.8557675 11.6957574 10.9875925 14.4430153 9.8065226 1.0709388 12.0070523 8.2232512 10.9539916 8.4372889 8.1289584 7.3563683 10.6217134 13.0355781 11.1931475 11.6984981 6.7003232 5.5467000 4.2408943 14.6937036 12.1512844 11.8955275 9.2130736 NA -0.9290612 10.0744844 13.1738444 11.0189686 7.4460056 10.2657233 10.679683 11.994665 10.151784 9.697588 8.182102 11.220079 11.374747 5.610124 9.168999 13.169569 8.576778 5.562819 12.275382 10.357524 11.206034 9.274315 3.530395 14.143099 7.378121 6.428519 9.442340 9.927392 7.309371 10.285893 7.120815 8.344762 5.852326 11.954564 9.463284 7.621713 11.095414 10.924666 9.303387 10.583213 4.685677 10.079395 9.254602 11.858989 7.195088 7.932053 8.524237 9.236301 12.160583 7.815800 8.936700 3.070973 10.488819 10.163063 11.128281 12.810431 11.859889 7.729178 8.876710 10.387248 10.779188 5.865382 10.017142 9.291345 2.392894 4.463282 NA 10.639873 11.765868 8.243394 3.594525 7.750446 8.687515 9.843281 TCGA-CJ-5679 73 1 679 NA kidney stage iii t3b nx m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.5846138 6.1875758 8.5482208 6.6564191 10.1599007 7.3766099 11.7325556 7.5881134 9.6995497 6.8511481 1.8067365 10.0960043 7.7992201 5.0546835 14.4331474 1.2218152 7.2496975 NA NA 9.8365012 9.3613427 7.6311821 1.2218152 11.5069046 9.3039405 8.7216372 9.5025621 10.0299511 8.7648232 6.7056075 10.4709049 9.9683058 8.1196368 9.2510785 2.6812244 11.3680419 10.7935441 1.8067365 9.1962060 8.6269330 10.0649273 10.2392959 7.3459126 7.0226918 9.9290557 9.2516031 8.0952356 8.3355337 4.5793431 9.3638984 7.6771185 2.5437186 5.4697200 9.9716608 3.8656516 8.7992201 8.4601962 4.2661869 11.0790843 11.6929586 10.4091435 9.4288057 16.0433412 8.3562178 9.7066143 3.7453557 9.8853495 7.9428904 7.5209997 3.4704718 9.1962060 8.9632585 8.9291507 9.5549468 9.3420293 9.1301842 9.8355809 5.7295854 14.4896388 12.2905697 0.2218152 11.3309691 10.3188557 9.5459720 NA 10.3581417 10.2351141 7.7954384 9.8566025 9.0766598 9.8674499 10.8151826 8.1584294 11.6619650 1.2218152 9.4324628 6.3816623 NA 9.7541474 4.7763778 9.1962060 9.4530125 10.3092543 8.3816628 11.2624236 9.0210730 11.7276055 9.5782434 10.0105098 13.6389187 NA 10.5250871 10.6668063 9.7166470 10.9816796 9.7916471 -0.7781848 1.8067365 2.3917127 2.5437186 3.7453557 14.3776374 7.0419701 11.2326692 10.3019428 10.4844736 3.2217843 6.0921567 10.9729170 10.4433785 10.4932544 11.3295054 7.1933351 10.5482209 11.4060469 2.9222359 -0.7781848 3.9766752 0.8067777 10.2161449 13.5364455 9.5403342 6.0546814 7.9117892 7.4312452 9.6406981 8.1759876 9.7678852 11.6796853 8.2959328 6.4214640 9.1524697 11.3743932 7.8328160 10.8277339 14.1308876 13.0722713 9.6033344 9.8823134 3.4923147 12.0917708 9.5538280 9.5979168 9.7859409 11.3584622 3.3092490 8.6480562 10.7010664 7.4185652 8.4967751 11.8470436 7.6354192 10.5392040 6.4409605 9.5527083 11.5732828 10.9334584 9.0727907 4.4312418 8.8456729 10.0096940 NA 11.8281966 8.0983085 5.7295854 12.0395745 9.0259224 8.7394607 10.9762614 9.6054956 9.0688487 10.8487461 9.6301211 9.6248035 6.9222312 -0.7781848 10.1875758 6.5437201 5.0291481 8.8067539 2.6812244 9.7773392 4.5071921 11.0083960 6.2916441 4.1759876 NA NA 10.9126624 10.5181341 11.0463525 10.6000863 9.8593220 7.2661859 6.2859422 10.7973306 10.6258685 10.6970182 9.2427714 9.5255721 9.8915623 1.8067365 9.3549336 NA -0.7781848 9.7005611 9.9666253 9.8556948 8.2932537 9.8198439 11.9403243 12.5939763 7.7414279 10.9424632 10.8593219 10.0867514 NA 3.0291525 1.2218152 NA 6.0162066 14.4012341 8.7355191 6.5705191 10.8951005 NA 7.7176463 9.6969472 10.6306518 8.4838863 7.2986070 11.5195675 8.9766790 11.0141751 9.0630728 7.0419701 9.0562624 9.2033588 3.8067571 7.8196580 11.7443730 0.5147700 0.0427320 -0.4451200 0.8553800 1.3858000 -0.1575800 0.0235660 0.0000000 -0.0238400 -0.0099565 -0.0099565 -0.0099565 -0.0099565 -0.4650400 -0.4650400 0.5016800 0.0256710 -0.4645100 -0.4451200 -0.4451200 -0.4451200 -0.2690100 0.8886600 -0.4443700 -0.4646800 -0.1547000 -1.0039000 -0.4590700 0.0251500 0.1016700 0.0682350 -0.4479200 -0.4479200 -0.4540400 0.4646800 -0.4361500 -0.0238400 -0.0099565 0.000 0.000 0.150 0.150 0.496 0.496 -0.448 -0.454 0.000 0.465 0.465 0.000 0.000 -0.436 -0.436 0.000 0.000 0.074 0.515 0.461 0.461 0.510 0.000 0.000 0.000 -0.445 -0.445 -0.313 -0.313 0.889 0.889 -0.454 -0.454 1.373 1.373 -0.155 -0.155 -0.459 -0.459 0.000 0.000 0.000 0.000 0.150 0.150 0.496 0.496 -0.448 -0.454 0.000 0.465 0.465 0.000 0.000 -0.436 -0.436 0.000 0.000 0.074 0.515 0.461 0.461 0.510 0.000 0.000 0.000 -0.445 -0.445 -0.313 -0.313 0.889 0.889 -0.454 -0.454 1.373 1.373 -0.155 -0.155 -0.459 -0.459 0.000 0.000 9.193335 11.203359 9.535808 11.846130 9.204785 8.184687 4.543719 9.209055 10.997344 2.681224 9.801107 4.029144 8.249698 13.914734 5.894216 5.543719 6.298607 6.298607 7.335533 7.858416 12.043167 9.542592 3.806757 9.766756 9.722633 10.648580 6.936037 12.448655 12.581953 6.319824 12.348972 4.469717 7.592479 7.949712 9.142144 11.097925 10.6167899 9.8629400 8.8835695 NA 10.3217967 9.1890178 5.9497123 9.9699843 6.2661850 9.9607282 11.0813262 7.4838859 6.2217920 10.1219035 8.9850037 13.1105347 11.4312448 9.0921562 12.9268838 11.0230956 6.3613420 7.7374914 9.4397490 6.6480555 9.7066143 10.5660873 5.3092526 6.9497123 13.1539139 7.8328160 8.1933351 3.9766752 NA 11.6911788 8.1013748 12.9373245 8.3171883 13.6389187 8.4041857 7.1759876 7.5236537 11.3705857 10.2344159 16.0249892 11.3295054 10.6878679 13.0555710 10.7040952 0.2218152 10.7340381 8.0194528 11.9870775 8.9170196 7.8328160 7.8328160 10.6253361 12.4769676 8.1730760 10.6348851 6.4791788 5.7609501 6.0546814 14.4890964 11.5569026 11.4584036 6.0672816 -0.7781848 -0.7781848 10.9291505 12.6252030 11.1914010 6.6975250 10.2267141 11.1372974 12.5342490 9.6995497 10.0960043 5.6311829 8.7609501 9.9733355 2.8067571 9.5804427 12.7730467 8.1196368 6.5346748 12.1356083 9.7285949 11.3188360 9.1256733 1.2218152 12.2730004 8.3904136 5.5255709 7.2944333 8.6501517 8.4312448 9.8817873 8.2178695 8.5482208 4.6141091 12.4157787 9.5048798 8.2302198 10.9183244 10.1976394 9.4385374 10.1890176 0.8067777 10.4066668 8.3484958 12.8977011 8.3892097 8.8105061 7.9117892 9.5282406 11.7470675 0.8067777 8.2824875 4.7763778 10.7010664 10.5566233 9.9565010 12.0395745 11.0149883 8.6934667 9.6248035 11.7148963 9.6914333 4.4312418 9.7648232 9.4017004 0.2218152 5.5616408 NA 8.5459718 10.3213234 8.6119602 0.8067777 7.7176463 9.4288057 10.0178310 TCGA-CJ-5680 65 1 768 NA kidney stage iv t3a nx m1 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.98787905 10.47231474 9.84859102 8.81547488 5.93951575 2.65000626 9.91939595 4.33806780 10.81770639 5.88096463 10.17965697 10.11761505 1.06502077 11.02770208 8.54886274 10.33884266 10.78072307 7.60936788 6.33806601 10.40876577 9.20289200 7.86594664 6.31928916 0.80198636 9.54684643 8.77814713 1.06502077 5.96389947 9.88947552 1.80202774 10.36043331 8.74569953 6.18744314 11.04972653 9.84859102 10.70167164 9.19002983 16.48374516 8.02890669 8.56754735 4.87240032 9.82936566 7.32870724 5.99578524 1.28741319 9.13292945 10.05892890 8.32557440 9.91991537 8.38997759 8.78728520 8.81882085 6.69925317 14.79112322 10.90870642 NA 11.35141223 9.97519997 6.62474283 NA 8.04804051 12.89410903 7.83763676 10.15912470 8.15074092 8.86917802 11.75548157 9.28098438 11.83521808 1.06502077 8.65625752 NA NA 9.68220826 4.54617216 8.41082189 10.47302290 9.91627554 8.65501008 9.61129837 8.40341217 11.60197413 9.95834855 10.46200854 13.41068327 3.00363821 10.67345281 10.91236544 10.10076259 9.29065617 10.49166123 NA 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10.71280520 3.56754545 10.41672249 9.28663423 7.05373152 5.65999304 9.95834855 6.17357121 13.49401778 11.00070321 9.97193765 12.81030116 12.71878779 6.98787905 8.50937163 10.29666824 7.10213634 9.75388010 9.17270002 5.31297369 7.48008413 12.99744634 8.17531301 9.41229928 4.03467353 0.06502077 9.37186832 8.47443807 12.57556395 8.67852972 13.41068327 9.06410735 8.94463037 4.67149153 8.36882770 10.88867963 16.12983187 11.75148627 11.82687524 12.90851013 10.75242271 -1.51994173 10.83983404 10.94718054 10.48043670 9.17965685 8.70529197 7.86810149 10.14408730 12.85593850 9.73156698 11.42204910 1.93952750 6.12394135 4.23496876 13.33218871 11.86756339 12.22028690 8.92199115 NA NA 9.25651748 12.24215505 11.45035761 6.99578411 11.18701215 11.1641756 13.2624685 10.7747053 10.4119301 4.8020122 11.3701588 10.8112814 5.7374732 10.1130797 14.3003026 4.3380678 7.6323693 12.4974863 9.2207087 11.3519897 9.4516280 1.6500292 13.8682364 5.3583189 5.6992518 7.5968703 9.1883062 9.3642551 9.3749023 8.7172946 8.8659470 5.3129737 11.9851517 9.8425763 10.3546817 10.8447664 9.6992530 11.2037455 10.5248201 1.0650208 9.8518611 5.7562094 13.1637530 9.1560416 6.8766888 9.2866342 9.3369457 12.8233396 1.0650208 8.4814927 4.4342813 11.4482113 10.1687719 11.2135236 12.6783761 11.1230388 8.7327498 11.0153599 10.4086029 10.7919435 6.0874140 9.8227149 10.1994733 -0.5199417 0.4800583 3.7654817 9.9199154 11.3465270 8.9282009 2.0650552 8.4544992 7.7815807 9.5387527 TCGA-CJ-5681 44 1 552 552 kidney stage iv t3a nx m1 19-3-2015 female 2003 552 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 1 1 2 3 2 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.06033548 4.42688867 2.33376719 NA 1.42690879 9.03143931 10.46683326 7.03791040 6.64120497 8.82456071 9.33001469 8.53541070 10.13467659 10.71459842 7.76227639 7.62410309 9.10284313 10.29647989 7.07074244 12.04113581 -0.57303755 10.24466923 8.62655850 2.88631602 10.64514655 8.37086610 9.95093799 11.02726362 8.55745681 7.34276540 11.20487897 9.93616619 7.76896105 5.32170446 5.64605318 10.23383834 9.07434460 5.24706544 4.40416742 10.15139994 9.12645850 9.48825731 6.46580473 5.56643769 11.78335180 9.21967628 11.38725008 8.14284788 15.58660961 8.39411238 10.41415012 4.78443593 9.85157728 7.39267032 4.12732787 -0.57303755 9.85629277 9.51501183 8.74203553 8.87603464 9.02586903 8.65690640 10.40881003 6.74881408 13.66965081 10.36241948 NA 11.44543398 9.56304408 11.91961554 NA 8.97378058 12.68545209 8.14113182 11.09488460 7.78443789 8.37086610 11.35447888 9.88887701 11.71219724 -0.57303755 10.02354174 0.42685513 2.12733613 9.78113542 4.30953274 9.32926109 10.30455359 9.51036542 8.96021571 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9.21967628 9.86827407 7.73294751 3.63633460 9.84104268 2.74880469 4.18177046 10.09665692 2.67482218 11.23101706 4.04159345 8.68662938 5.73385865 5.42688532 3.88631602 0.42685513 11.84763584 10.70765687 12.03848728 10.60928043 11.60149972 10.64044298 6.80769366 9.03698816 10.70388282 11.97015961 8.99958629 10.20208476 10.95534020 9.89245250 8.65450213 NA NA 10.41628051 7.43811317 9.35614447 8.41699001 9.18510933 11.02144391 11.98351186 2.51434954 7.24386993 10.85105235 9.89245250 NA 2.12733613 2.01185341 NA 7.74881408 13.36177477 7.33677878 9.56323632 11.40058345 NA 9.49499255 9.27664298 9.50970039 9.18926812 7.75331571 11.53361255 10.59022128 10.10548624 9.74260165 5.29725012 9.55423562 8.56387732 5.60997653 8.16213751 9.82402586 0.00000000 0.01140000 0.00430210 -0.00024056 -0.00373950 0.00055459 -0.01009400 0.01950300 0.00166420 0.31434000 0.31434000 -0.64358000 1.48800000 0.00000000 0.00000000 -0.00330680 0.01140000 0.00444110 -0.85543000 -0.00028412 -0.84835000 0.00013863 0.00069327 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4.61671056 11.67094657 0.01178186 7.99674181 6.80626476 0.74880469 11.14777159 9.6587072 10.5153431 8.8667170 4.7844359 8.0743443 9.3487270 10.5629159 10.7372148 4.9504498 10.3269981 8.0598814 6.6842745 9.4155707 9.8521020 7.5484197 14.3355836 10.7697941 10.2949369 13.1496936 12.3220826 7.6265581 7.8883658 10.3752533 7.5222834 9.9499578 9.7318078 3.2342407 8.5677158 13.0616971 6.3156296 9.4041659 2.5968159 1.8863160 13.3144399 9.0644167 11.9608241 8.7431676 9.3269981 9.7959380 9.2581934 4.3646985 2.1273361 7.0957715 14.1801812 11.8657442 10.9046443 12.1531042 10.8641180 NA 9.9252366 11.2172345 10.4661479 9.3868881 9.3876120 7.0671310 10.0314393 13.8131528 9.2204893 12.8206780 7.1063661 7.1851093 8.7578030 12.7577882 11.7564021 12.2853528 6.4603084 NA -0.5730376 11.1556569 12.0638505 11.5592219 6.7488141 11.3768951 11.0578357 12.8761637 10.1368315 10.2790254 4.8698319 9.8346850 7.7822369 5.7932092 10.1037246 10.4489001 7.0707424 5.3576224 12.8583778 8.6925011 11.7450052 10.2840896 1.0118534 14.7571377 6.4826031 7.4848777 8.3041240 7.7689611 8.7997511 10.4671758 10.1505470 9.1195017 9.3171503 12.4656336 9.3224613 9.3034029 9.9919882 9.5535905 9.1717200 11.7517698 2.2342560 9.5445292 1.2342560 13.1407268 9.4155707 7.6532980 9.5116945 9.4309871 13.2489589 2.8863160 8.6105214 1.8863160 11.5184867 11.2482615 11.1351078 11.5964979 11.7686829 9.9021128 9.8682741 9.4429978 10.9750313 7.6018116 8.7465583 8.0850974 NA 3.2352675 6.0562432 8.4367149 11.5825313 10.2156043 0.4268551 9.4949925 7.9543633 10.2127472 TCGA-CJ-5682 60 0 NA 1883 kidney stage iv t3a nx m1 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.24444804 6.18008817 10.09747161 7.96163953 8.35818085 13.14435573 NA 3.88941513 NA NA 9.93067954 10.11960350 7.66701926 2.88941513 8.97079989 9.81082738 8.62121525 10.22288629 10.12986217 9.74205254 6.41297286 7.14814606 9.77554345 6.66701926 9.94236759 6.65948506 10.78552758 10.47330018 0.66702920 10.43189066 9.47759072 10.07216048 10.48826153 7.66701926 4.80997515 10.14410272 8.99494595 7.95550055 7.99194977 1.40397662 9.48826153 8.01869426 2.40397662 5.54148696 8.32523034 4.72591017 9.24318851 11.42967794 5.29151147 10.70950380 10.84651353 11.17084480 11.12781620 15.22991733 8.37207539 11.03078878 4.16951618 9.75271280 7.64047705 7.86341630 1.08208942 8.09886481 8.72049258 8.79114042 9.99344850 8.10442420 7.29150963 8.67638131 6.58190255 12.93321999 10.70044206 NA 11.37524078 9.54526414 8.80657057 NA 3.32998465 10.96355295 7.56183704 9.55880277 8.40623690 10.31807072 10.74516984 8.37667718 10.83756179 1.08208942 8.93848223 NA NA 9.95242123 7.97687454 8.35118307 8.90383064 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9.82520797 7.19579837 2.08205534 11.14511456 7.47866124 4.40398344 2.88941513 3.83694411 10.41967846 5.57391071 9.59972599 7.57463061 3.72591562 NA 0.08202127 10.45219902 10.56335150 10.89703950 10.15217746 8.39039556 8.29097357 6.17692510 11.24539173 10.84899953 11.48799575 9.13869418 9.90143728 11.65404617 2.54149006 8.23180390 NA NA 10.02603647 8.98593840 9.41073160 8.53943763 9.52603613 13.83522107 14.66045874 1.08208942 12.19888785 12.10251569 9.90860503 0.66702920 5.03625275 0.66702920 NA 6.75448135 14.36347953 8.10996278 7.46576066 12.71346101 NA 8.06789842 8.93227470 10.36745876 9.14275242 7.46576066 11.23370739 8.99494595 10.72365676 9.93458609 9.00983449 10.60070973 8.65570387 3.42048240 7.33330207 10.54609169 -0.00954260 0.41580000 -0.47944000 0.45377000 0.43783000 -0.01849000 -0.02589300 -0.03476800 0.36372000 0.05865200 0.06744800 0.06744800 0.06744800 -0.00954260 -0.00954260 -0.01904000 0.37235000 -0.47944000 -0.47944000 -0.47944000 -0.47944000 0.00000000 0.44167000 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9.90143728 10.20876110 7.25698232 0.08202127 9.76768144 8.70410837 3.78249244 10.18140436 4.66701784 9.79027827 9.58289842 6.57390920 7.04784045 10.15083483 7.12645049 13.02567026 10.69215865 10.16752904 12.61842522 12.34884310 6.67988540 8.43520352 10.51980862 6.46576066 9.43410005 9.45709601 5.97687454 8.45709601 12.94391891 9.32760923 9.59578410 5.50832089 0.08202127 10.17018221 10.03188326 12.66337486 8.51876802 12.12508385 8.73131258 6.04784154 5.92629125 6.91494715 9.76680516 14.98673822 11.65141618 11.96889628 13.09747161 10.46035145 -0.91784244 10.18796503 10.96622705 10.72049250 8.71868116 8.68010912 7.40848600 9.89102070 12.89242736 10.20553132 11.70958815 3.32998465 5.32998465 2.98893912 14.56401489 10.62315319 11.98273474 8.16228759 2.40397662 0.66702920 8.99194977 12.35861719 11.02820259 7.24192787 11.02750042 11.12542568 12.93126617 9.92362090 10.09747161 6.64429903 11.49621326 10.70135949 6.13733957 10.00612674 14.01823439 6.66701926 9.27188107 12.66630623 9.86832624 11.71732123 9.83192600 3.25197656 13.65072525 5.25458271 4.91494715 10.05757496 9.65191221 9.00240943 10.38355278 7.58723296 9.34989666 4.40398344 11.93087510 9.56284686 9.95626957 10.90661758 10.39380486 10.16287403 10.63616573 -0.91784244 10.06505013 11.12747497 12.82823389 8.79458352 8.95550055 9.80571744 9.23952979 12.92440691 5.14814504 8.44837859 6.61343736 10.95780595 10.50900269 11.78206273 12.87352472 11.23053316 9.68753613 9.82520797 11.04748011 10.72660237 5.83694411 10.08908377 9.75801363 0.08202127 0.08202127 NA 10.38126455 11.21549745 9.15753566 4.08205534 8.06789842 8.90701532 10.15217746 TCGA-CJ-5683 78 0 NA 1889 kidney stage i t1b nx m0 19-3-2015 male 2004 1889 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.7966451 10.0637991 6.7966458 10.5729558 8.0214603 11.4015073 10.7159293 10.3707230 8.7315502 4.1242206 10.2906342 7.9995085 5.5571803 12.2868630 0.8023173 6.9003234 -1.1976000 NA 10.1106309 10.0202495 7.0117450 3.8022966 8.6414955 9.4631792 9.6933160 10.7050438 10.2405639 9.7241328 7.1510196 11.0299078 9.7389298 7.2780256 10.4537921 7.2159203 11.5378479 10.9101628 3.1946072 10.4702904 8.8764335 10.0359116 10.5787249 7.6031916 6.9212328 10.7726135 8.6711143 7.6351819 5.6351827 1.6096604 9.8487337 8.1903092 -0.1977654 6.3491866 9.0667345 6.6477822 9.9834441 8.5638430 6.6031916 11.2281397 12.7192909 10.8086179 10.7378252 16.3304636 8.4569277 9.4407278 4.3872522 9.4123939 7.8191004 5.9921158 2.8157599 9.3626246 9.2180335 9.0068629 9.6056158 7.9797116 8.7477358 9.0418905 6.5704766 13.9483036 11.1309668 4.8683806 11.3730963 10.4004561 8.5918256 NA 4.2285571 12.0491808 8.1037882 9.8001769 8.1554386 8.1197043 10.7877780 8.1510201 12.2120752 3.2617264 9.0226702 0.3872522 -0.1977654 10.0038032 4.1598471 8.8232717 9.5754311 10.3683459 8.5869268 8.9583749 9.1140400 11.5904228 9.8857711 10.2886241 12.8464298 1.6096604 10.7773875 10.5975198 10.2845957 8.7389299 10.2185615 NA 6.2201442 2.7091803 NA 7.7151809 14.0478817 8.0141801 13.6219720 9.8904175 10.2053039 5.4605034 6.8791078 9.5538358 10.6745819 10.4935992 11.4850714 8.2159198 9.1264724 10.9624784 4.7795697 4.1598471 5.1773318 -1.1976000 8.9659415 13.8688436 9.4800114 10.1994316 9.3051237 7.2698972 9.7859981 8.0430831 10.2919542 11.8602836 9.4506494 6.1242206 10.3115274 10.8861036 8.7001373 11.2324830 13.0538482 12.0583531 9.0178248 9.5527225 5.2880410 12.2997695 9.2941449 10.7884894 9.8218825 10.8096696 3.0502231 8.1576430 11.0792886 10.6849808 8.4644261 11.5760492 8.9095088 10.9750318 9.3881932 10.2190894 11.1343284 10.1983614 8.2933834 4.4461503 7.4206769 10.2800501 -1.1976000 9.6633788 8.6602730 6.8950493 13.0008903 9.6971095 9.5828316 11.3031337 9.3787763 9.8295068 10.9917643 9.2565911 10.0001228 7.6910351 1.8022759 11.2721880 7.4206769 1.1241958 7.0643871 5.8466864 10.4220533 7.3140448 10.0436792 5.4650668 5.5571803 5.1060719 -1.1976000 11.1743407 10.5958951 10.8456610 10.8960395 8.6160731 8.5078034 6.4271972 11.6813007 11.1675207 11.2777720 9.1197045 10.0655610 11.1824823 2.1242289 8.0214603 -0.1977654 NA 9.9134276 8.8616363 9.5216807 8.3740444 9.9602703 13.5581183 14.6291879 3.4461503 10.5403841 12.4575989 10.1767880 0.8023173 4.9921158 1.1241958 NA 6.4533431 14.3248121 8.8589296 7.6878970 11.3816078 NA 8.2369202 9.0686098 10.1371237 9.6422830 7.3061173 11.4137778 9.6955934 11.1512965 9.4101399 9.6176752 10.2211986 9.1298445 3.6075789 7.8997182 10.8463444 -0.0012816 0.0000000 0.0088920 0.6623200 0.6832800 -0.0296140 -0.0110600 -0.0106460 -0.0213730 0.0540910 0.0540910 0.0540910 0.0540910 -0.0012816 -0.0012816 -0.0115550 0.0000000 -0.6952300 -0.6952300 -0.6952300 -0.6952300 -0.0063800 0.6710400 0.0311550 0.0311550 -0.0143660 -0.0088526 -0.0088526 -0.0147780 0.0169500 0.0169500 -0.0078863 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6.059680 9.709182 9.078416 6.325854 7.821882 10.063799 7.211683 13.166084 10.876099 9.832959 13.214465 12.495452 6.921233 8.800882 10.017825 6.835714 9.700137 9.783859 8.400345 9.196755 13.316574 8.769518 9.336595 4.889756 3.194607 10.206369 8.700137 13.053256 8.856218 12.846430 8.848051 7.810721 5.180283 11.933506 11.267348 15.397666 11.485071 11.011745 13.888345 10.798059 1.972215 11.312561 9.665704 10.143255 8.652479 8.700137 7.687988 10.109493 12.616073 8.979711 11.507274 3.050223 7.314045 7.026293 14.259397 10.972530 12.268623 5.931574 5.031108 NA 10.814567 12.683788 11.078067 7.368346 10.785642 11.6505235 12.8077410 10.3707230 10.2906342 6.5302128 11.1163085 9.8904175 6.7564883 10.0928867 14.2985880 7.2780256 7.8329590 12.6820608 8.6556016 11.5795472 10.1757009 2.3872522 14.4214228 7.2246934 7.4425372 9.2973173 10.1592939 8.8562176 10.4142388 8.5605151 8.9980333 5.8022915 12.2213303 9.9552103 9.1946094 10.9117961 10.3170059 9.5429160 11.0502194 6.8791078 9.8494157 10.1094926 12.9414467 8.7300700 8.5820114 9.3051237 8.9734936 12.4536799 4.8246609 9.6136665 6.8897546 11.0792886 10.5441801 11.2140676 13.0008903 11.3508730 9.0876941 10.0001228 11.2182976 10.5126678 6.5096515 9.9367182 9.8107204 -0.1977654 7.5199680 2.7091803 10.6811092 11.7026172 9.3433885 4.5302144 8.2369202 8.5437588 10.1903092 TCGA-CJ-5684 61 0 NA 2231 kidney stage iii t3a nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 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10.1687822 9.7191641 6.4433845 10.8693384 3.0808111 10.4946437 10.4583347 3.0104218 10.7488551 9.2130386 10.3850298 10.6155341 7.8022391 3.7759566 10.7493380 9.5292748 7.7970214 4.2120557 -0.3115063 9.6103378 7.9762095 1.2734562 5.6771812 9.1520214 1.0104218 10.0182932 9.1933159 6.4566813 12.1578373 11.6172003 10.8222813 10.4375283 16.1494487 8.0957646 10.6032557 4.4958486 9.2430857 7.4164175 6.5150454 1.2319853 9.5665479 9.3090466 8.8930679 9.6383237 7.9785160 8.1314403 9.1283277 6.5893635 14.3252065 10.6499465 NA 11.5211892 10.5502236 7.8758489 NA 3.6426900 12.0327928 7.8634225 9.4723137 8.0104252 7.2583521 10.4804737 8.3609221 12.7929130 2.8584187 9.0925740 -1.3115063 NA 9.9991097 5.9646204 8.3413418 9.3296454 10.9269016 8.3013654 8.8609243 9.2373187 11.7967126 9.6593218 10.0920416 12.8368940 1.0104218 10.5827008 10.2208528 10.3337049 8.7799324 9.8844842 NA 1.2734562 3.5464747 NA 8.6162750 14.2212789 10.6192343 12.8627984 9.5205957 9.9046364 4.1803468 6.6542809 11.0765142 10.6437835 10.0487953 11.3006742 8.4010237 8.3377530 10.8222813 3.8177767 3.5953843 -0.3115063 NA 9.0294595 14.1373875 9.7733052 10.1126631 9.4308063 7.0327929 9.9052427 8.1923224 10.1018763 13.1998172 9.7950599 5.4958518 10.1371759 10.4324897 8.8344290 11.1748291 12.2461999 11.4839278 8.8496287 9.0250033 3.8475560 11.7599592 9.1763370 10.3373038 9.5703756 9.1095097 0.6884937 8.2140179 10.7636417 11.0347031 9.1687518 11.6326599 8.8820221 10.9842658 6.7328905 10.1345463 11.4992693 9.5078777 8.3397458 5.7865284 6.3749977 10.2454819 NA 10.7940781 8.2958272 6.8534044 13.0007417 10.0149264 8.2734595 10.8699598 9.3697354 9.8209966 10.7869304 9.0989482 10.0070397 8.2218268 1.8584187 11.5722857 6.3323535 5.6422279 5.8382434 5.2583531 10.6459617 7.4796598 10.1382955 5.3323535 4.4164142 NA NA 10.8810979 10.5799009 11.0545458 10.4768074 9.1158097 8.8203539 5.8103403 11.3815482 10.7028662 11.3999487 9.1407380 10.0792033 11.7988170 1.0104218 7.9646210 NA 0.2734562 10.0092975 9.1241671 9.3906696 8.5150454 9.5347707 12.6566236 14.5563306 3.8177767 11.2953647 12.5942599 10.0143645 NA 3.7328878 NA -0.3115063 6.3538332 13.9613453 8.6528378 7.4265893 11.4859558 NA 8.2469177 9.1767890 9.6969255 9.4147150 7.7464888 11.3139774 9.4450531 11.1108245 9.4104505 8.4616362 10.2149961 8.5938841 4.2427778 7.3178539 10.4649299 0.00121000 0.00000000 -0.00180140 0.55904000 0.24716000 -0.00512270 -0.00830050 0.01307400 0.01572700 0.07311500 0.07311500 0.07311500 0.07311500 0.02384700 0.00603130 -0.00054609 0.00000000 -0.57966000 -0.57091000 -0.57091000 -0.00180140 -0.01505400 0.55904000 -0.00083160 -0.00083160 -0.00512270 -0.00353510 -0.00353510 -0.00830050 -0.00468050 -0.00468050 -0.01009400 -0.01009400 -0.00069303 0.01321300 0.02286500 0.01572700 0.07311500 0.000 0.000 0.000 0.000 0.248 0.248 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.569 0.000 0.000 0.000 0.559 0.559 0.000 0.000 0.247 0.247 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.248 0.248 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.569 0.000 0.000 0.000 0.559 0.559 0.000 0.000 0.247 0.247 0.000 0.000 0.000 0.000 0.000 0.000 7.5495837 12.1100358 8.9762092 13.6809042 9.7592887 -1.3115063 0.2734562 9.5126601 11.2718288 1.8584187 8.9552834 6.6484985 9.1692872 12.8175384 7.9899933 7.9221164 6.8584224 7.5526829 8.2846867 8.3784947 10.7776163 9.7996326 6.1642312 8.8546599 10.0673337 10.8486835 7.4958518 8.8967311 11.4932329 8.7397057 12.1902022 2.6884937 6.5402459 7.3958563 8.2237725 10.8119717 9.6722031 10.2017310 7.8832536 -0.3115063 10.0238873 8.3802403 7.3431333 10.2473959 5.0283481 9.6434202 9.7301561 6.5464778 8.2921233 10.0624496 7.2237720 13.2331595 10.5920022 9.8770858 13.2031493 13.2014225 6.6828500 8.8893954 9.4575081 6.8331557 9.4333307 9.2743984 6.8783219 5.4829128 13.0058388 9.3697354 9.9773629 5.6310111 3.9738959 10.3395486 8.2678129 12.3848125 8.5086758 12.8368940 8.8795560 7.5308472 6.1707803 9.6147928 10.3706136 15.5825449 11.3006742 10.9611267 14.1728163 10.8369734 2.0104218 10.8627984 10.8708912 10.4657522 8.7983276 8.8344290 7.4164175 9.9494165 12.6680114 10.7437793 11.6693505 1.2734562 5.4164175 6.8022385 14.4454362 11.1285874 12.2114461 6.8881697 -1.3115063 NA 10.4591608 12.7616343 11.3982205 7.4533686 10.8640464 11.583315 12.852461 10.417268 10.135063 7.433331 11.137646 10.272050 6.188344 10.147929 13.981611 6.443385 7.147928 13.241094 9.719164 11.940719 10.085637 1.858419 14.515790 5.947582 5.388937 9.498755 10.512660 9.179348 11.261434 8.983118 8.840972 5.754586 11.491215 9.807438 9.819711 10.623294 10.615534 9.341342 11.230803 3.080811 10.066250 10.114762 12.896553 8.908875 8.353833 9.430806 9.186957 12.518814 4.273456 9.395856 5.888168 10.763642 10.419392 11.224015 13.000742 11.398658 9.637594 10.007040 10.969268 10.717173 6.250740 9.601386 9.544922 2.147925 5.607360 -1.311506 9.922716 11.974185 9.502278 4.838246 8.246918 8.497461 10.107404 TCGA-CJ-5686 59 0 NA 2038 kidney stage i t1b nx m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 1.595268e-06 5.895554e-07 12.0377963 10.4759225 8.6179416 9.1923458 8.5686432 7.9547425 11.8556295 NA 2.8953220 7.0307234 9.5604561 6.8506019 10.7931168 7.5860321 12.0659545 9.9001033 10.6128606 9.1121971 7.1539948 9.9724114 8.4265839 6.4609211 14.0987569 0.2959581 7.4381207 -1.7041594 NA 10.1209721 9.9582367 7.5368044 3.6535645 8.6590529 9.1938590 9.7138659 11.5802591 10.5489745 9.4533604 5.3512962 6.6623351 10.1617466 4.8195762 11.2012124 6.3183819 10.3543434 11.0666773 3.2960168 11.7674346 9.2754385 10.0944852 10.8623053 8.4482981 8.5415659 9.9807357 9.4168993 7.8544340 5.7306427 1.4659222 9.5837257 8.2875351 -1.7041594 6.4907707 9.4071490 8.9999169 9.6645198 8.8156497 4.6883314 11.7413206 12.8371100 11.5935029 9.4565152 16.4205689 8.4671902 10.3138657 4.2960168 9.7154469 7.3512962 7.3128213 0.2959581 8.8047986 8.9033438 8.9271904 9.3328739 8.7106987 8.0222313 9.7798292 7.0542364 13.7332128 10.0307230 -1.7041594 11.3545125 10.4495844 7.2443810 NA 4.8506044 12.2093703 8.0290288 10.2814996 8.3225371 8.6818758 11.3691508 9.6942226 10.8180162 2.1033634 9.5048573 NA NA 9.9430220 4.4457598 8.6513646 9.3314999 10.3701549 8.3156043 9.4777868 8.8734423 11.5921983 9.5779435 9.8615916 13.3794512 0.6179567 10.9425046 10.8397703 9.9349018 8.6883307 10.3556959 NA 0.6179567 -1.7041594 -0.7039244 7.4533604 13.6577173 7.7757940 13.4970652 9.0213798 9.5738819 4.4858390 6.8117138 9.5151820 11.1792294 10.1407191 11.3282141 8.7838534 9.3176873 10.9189804 3.9107231 1.2960168 1.7554431 -1.7041594 8.8696605 14.0303261 9.6419730 10.8154040 9.6134259 8.1539943 9.7054043 7.4304400 8.6379101 10.1205745 7.8176137 5.2960132 10.4590843 9.8525195 9.1281122 11.5638242 12.7690849 10.7035467 9.7275111 8.6596663 1.5256179 11.1938588 9.3874487 11.3595770 9.2672839 7.7348051 0.2959581 8.1049777 11.0469297 9.9626147 7.7519363 11.3970042 8.5212208 11.7166316 9.4734330 9.6688784 11.9786789 9.8510817 7.9416539 4.9542242 6.1847564 10.3688159 NA 10.3900911 8.2414574 7.1161921 12.8985963 10.1061833 9.5439409 11.1839955 10.5227266 8.9719706 10.7427452 8.9551175 10.3047921 8.4006122 1.1033969 10.8767431 5.8117125 1.6179567 7.8996397 4.1539917 11.0814659 5.4659386 9.6397544 5.8901135 4.8658693 -1.7041594 -1.7041594 11.0154022 10.2782940 11.0886004 10.4514641 9.5397825 9.3822559 6.8175747 11.0798301 10.5744629 11.3607562 9.2768670 10.3458619 12.2664788 2.8195660 7.8996397 1.1033969 NA 10.0379016 9.0273324 9.2014003 8.2946037 9.8739142 13.4720696 13.4449268 0.6179567 11.2131990 14.4485557 10.0315694 1.7554431 3.7222802 -1.7041594 2.5439412 7.4584050 15.0747964 8.8800362 8.7064646 11.2682752 -1.7041594 8.8592096 9.0621695 9.8457980 9.4194881 7.3861255 11.4807338 9.4703150 11.2485727 9.2682753 7.5224254 10.5021120 8.5260340 5.0618151 7.7342435 9.7641283 0.00527490 -0.00401620 -0.00552870 0.20824000 0.00791750 0.00000000 -0.00013862 0.00819590 0.01950300 -0.01325100 -0.01325100 -0.01325100 -0.01050800 0.00319100 0.00319100 0.00527490 -0.00401620 -0.37887000 -0.37887000 0.00930980 0.00930980 -0.00395920 0.20824000 -0.00263220 -0.00263220 0.00000000 0.00388540 0.00388540 -0.00013862 0.00000000 0.00000000 -0.00069303 -0.00069303 -0.36861000 0.00708260 0.00777830 0.01950300 -0.01325100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.208 0.208 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.208 0.208 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.730643 11.471251 9.660148 12.644534 9.775794 -1.704159 1.296017 9.399957 10.688296 3.880979 9.768704 6.779830 8.579102 12.181424 8.305842 8.429156 6.524832 7.709641 8.441946 8.602075 10.734545 9.845317 5.261798 8.592930 10.095833 11.590778 7.106585 14.744533 11.535463 8.343137 11.913009 4.250211 7.354005 7.579102 6.440672 11.415765 10.4409902 10.3110799 7.6753918 -1.7041594 10.6235660 8.5986522 7.5439412 10.8334745 4.9825145 9.9546712 9.2804319 5.5814145 6.5439412 10.2021524 7.0740901 13.6814377 10.5636779 10.0534034 13.3265943 12.8902213 7.4759223 9.4895387 9.5439409 8.9061155 9.6071940 9.9577914 5.9470653 5.8195762 12.6252491 8.8819148 7.9143989 4.7054029 1.6179567 10.4653121 9.3708238 13.1087422 9.2487547 13.3794512 9.6168140 8.3404074 5.3324072 11.2341227 11.2387112 16.1283843 11.3282141 11.8034364 13.7625679 11.1001444 0.2959581 10.2066562 10.9611272 10.7712402 9.3728289 9.1281122 7.8390450 9.8346874 13.0942827 11.2944275 11.5197075 3.9684410 4.7389569 5.5628011 13.5311922 11.4941515 12.6976929 6.8620670 NA -0.7039244 11.0997409 12.4696125 11.7113525 7.4482981 11.1279144 11.093067 12.925882 10.612861 9.972411 7.478408 11.088600 12.623777 5.996452 10.164836 14.065012 4.819576 6.378163 12.766843 9.261076 11.714657 9.897784 2.755443 13.754324 6.084700 6.290367 8.785570 10.130879 8.937162 10.220826 7.738957 9.008540 6.420135 12.102865 10.186658 10.006820 10.283988 9.993415 10.631125 11.197446 2.202919 10.192724 5.465939 12.614190 9.266119 8.222309 9.613426 9.240066 12.952662 6.791869 8.753394 5.608895 11.046930 10.433645 11.487227 12.898596 10.889171 9.205906 10.304792 10.533821 10.527301 6.803808 9.517600 9.189315 2.543941 5.307239 -1.704159 11.575914 10.862248 9.455885 3.050902 8.859210 8.330812 10.052987 TCGA-CJ-5689 90 1 1620 NA kidney stage i t1b nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white hispanic or latino 90.48.0 NA NA 2 2 3 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7708792 10.3108012 7.1573752 6.5975044 10.5512987 10.1367587 11.9686418 1.3244650 0.7177367 5.9779278 9.9000243 5.2152554 10.7951440 8.1318400 12.3654597 10.0150651 10.0415903 9.4181227 8.6297868 10.3093782 8.3468528 7.3977345 14.2261377 NA 5.5468790 -0.2604975 -1.2604975 10.0074798 10.3375752 7.0341431 4.1318364 11.6888022 9.3291738 8.7701898 11.3799935 10.6075735 9.7605026 6.1657874 9.3282373 9.9791212 7.9243980 10.7218033 7.5724130 10.3574492 11.4584836 4.3833794 11.3060524 9.7708792 10.4801466 10.6776319 7.5628896 8.2353776 10.4651573 8.5936742 7.8790741 7.2902696 2.4399688 9.9707438 8.3338472 1.7395025 6.3905748 9.7189479 1.7395025 9.3329138 11.7203762 7.0926694 12.0700950 12.0462964 10.9200534 10.6460375 15.3214734 8.7934485 9.2815872 4.5975014 9.1232270 7.3468532 8.4030806 2.0614652 7.2747984 9.1232270 9.3103272 9.5573057 9.3366440 8.5660712 9.6739507 6.7053075 13.4281554 11.5694435 NA 11.4115059 9.8532061 9.7591134 NA 7.6129665 10.7622372 7.6761609 10.6091165 8.7125026 8.6068012 10.6878899 8.2050890 10.5426205 3.1318364 9.1647385 -0.2604975 NA 9.9785244 5.9194307 8.9194319 9.7798124 9.6606197 8.2689532 9.8733071 9.8355788 11.8829441 9.6006095 10.0295415 12.1058448 2.6464161 10.5840205 10.2368755 9.8249952 7.6434046 10.1129315 NA 0.7395025 4.0614479 -1.2604975 6.6037094 13.7354223 6.3468523 11.6064152 9.9904132 9.8937079 4.7839176 6.1657874 8.8349197 10.9305818 9.7430406 11.7439731 8.4416955 10.1938219 10.8388705 4.9874482 5.4399622 -0.2604975 0.7395025 9.5557063 13.3542325 8.8243309 9.7282073 9.5803006 7.3017650 9.3716090 7.9391948 9.8263621 12.5437545 8.7521471 6.3833794 10.2612555 10.5225208 8.9156957 11.4451550 12.7094487 11.2825545 9.5739936 9.2323773 4.5688651 11.8057800 9.5428465 9.8296351 9.0726780 10.0004422 3.5975073 8.2650435 11.6647062 10.8218946 7.9105492 11.2645540 8.5274250 11.3558417 7.9243980 10.0937720 11.9642780 9.8899045 8.8733328 5.7729466 7.2979434 10.0289652 NA 10.5072933 8.8816298 6.9342794 12.4001871 10.3060525 8.9131997 11.3827024 9.9262560 9.5323129 10.7918360 9.3624896 10.1366624 7.4809897 3.0614479 10.9517150 8.7784415 4.7834776 6.6037094 3.9094467 10.7042245 6.0156470 11.0938133 5.9798379 5.0063070 -1.2604975 -0.2604975 11.0413046 10.4145975 11.0098180 10.6456616 9.1467904 8.9303967 5.8918080 11.8261565 10.7712239 11.1409355 9.3588257 9.8513104 11.2142426 2.8269857 8.2071281 0.3244650 NA 10.0226110 8.0637030 9.1552645 8.7701898 9.7549378 14.1862506 14.4776149 3.1318364 11.1099376 11.1689294 10.2004904 -1.2604975 5.1489138 -0.2604975 -0.2604975 7.1318405 13.9285750 7.9119504 7.8892697 12.1927933 NA 8.4137151 9.0624874 9.7852823 9.4606218 7.2627319 11.4539828 9.4181227 10.8522879 9.3001516 8.0793728 10.8119903 8.7535430 3.9046286 7.2951086 10.2193029 0.0000000 0.0119580 -0.4197000 0.0427320 0.0358060 -0.3497300 -0.0785440 0.0069151 -0.0012899 -0.0575200 -0.0575200 -0.0575200 -0.0575200 0.0000000 0.0000000 0.0000000 0.0119580 -0.4197000 -0.4197000 -0.4197000 -0.4197000 0.0332670 0.0267950 -0.0647770 -0.0647770 -0.3497300 -0.1661200 -0.1661200 -0.0785440 -0.0425170 -0.0425170 0.3361000 0.3361000 -0.2720000 0.0239870 -0.0016629 -0.0012899 -0.0575200 0.000 0.000 0.000 0.000 0.000 0.000 0.336 -0.272 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.112 -0.177 0.000 0.000 -0.420 -0.420 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.350 -0.350 -0.166 -0.166 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.336 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4.546876 9.830958 9.853265 11.065390 8.979121 8.915696 7.826986 10.197416 12.900812 10.828973 11.331045 3.198950 4.968340 6.527425 13.795926 11.112388 12.141469 7.575573 0.324465 NA 10.061451 12.798783 11.224756 7.215256 10.970744 11.331512 12.973367 10.041590 10.309378 6.848047 10.686429 10.282554 6.899394 10.237873 14.815299 7.924398 8.376147 12.812150 9.204068 11.563089 10.025503 2.198966 14.134588 6.883416 5.728206 8.297197 10.205599 9.191764 10.038731 8.542039 8.747307 6.467443 12.474338 9.662107 9.486037 10.951107 10.309378 9.279651 10.772257 1.909466 10.345928 8.474232 12.493860 9.193822 8.077145 9.580301 9.666308 12.548185 5.559703 8.833600 6.309378 11.664706 10.691448 11.735466 12.400187 11.209673 9.569245 10.136662 11.096525 10.600419 6.140402 10.115105 9.563686 1.909466 5.868805 NA 10.447313 10.797751 9.356071 3.597507 8.413715 8.577150 10.005138 TCGA-CJ-6027 77 0 NA 1855 kidney stage i t1a nx m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white 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7.0904290 7.9925917 9.4378650 8.2681316 10.3280591 8.1992930 9.3021993 6.8536689 11.8109739 9.1974838 9.3760314 10.4916317 10.2472981 9.7818428 10.1430708 4.1136338 10.8525194 8.6518048 12.3388174 8.7463998 5.6358646 8.9088819 9.5476118 12.4509264 6.6143300 7.5924705 1.3664201 10.8267124 10.4587824 11.0879902 12.0069059 11.0752403 8.7377128 10.0568997 11.4269056 10.0945856 6.4477908 9.6136521 9.8724977 2.8069839 NA -1.4410467 10.4363320 11.1841448 9.0747476 3.4170288 8.7525733 8.1458878 10.1668405 TCGA-CJ-6028 58 1 1625 NA kidney stage iv t3a nx m1 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.8715017 6.9231896 NA NA 12.4633623 12.3780168 11.4669769 7.1475062 10.1467848 11.1925998 13.2634967 11.1964400 9.9955032 6.2531838 10.0299537 12.7886477 5.6246653 10.1939974 15.1560157 6.7363113 6.8074309 13.0470092 9.3301987 11.5161350 10.5433918 0.1816751 13.6609655 6.8378247 5.3616315 8.9425001 10.0110484 9.4266805 10.1260680 8.8682225 9.0279961 6.5304500 11.2180674 9.7932079 10.0015019 10.0897393 10.3183928 10.0431967 9.6406412 1.6411761 10.1457018 0.5036540 12.3657853 9.2006176 6.1300886 9.3881260 9.5321806 12.9571266 2.5740288 8.8345671 4.2261154 10.1435335 10.1539839 11.2264577 12.3589080 11.4138432 8.6360213 10.0046911 10.7298215 9.8912884 5.1005867 9.4624929 8.9341028 NA 6.2478117 -0.8183249 11.3043883 11.2000996 10.2202981 3.9630857 8.6745768 7.1760754 10.1543430 TCGA-CJ-6033 54 1 224 NA kidney stage iv t3a n0 m1 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.427006 4.180792 6.799030 7.589504 8.567603 10.940481 10.575855 10.092004 8.315013 NA 10.894763 8.661057 7.488221 9.754894 3.996371 9.926030 9.179890 6.876786 7.704354 10.144729 8.720572 13.295836 11.498024 9.860554 12.769882 12.764928 6.394917 9.343486 10.343486 8.589504 9.821182 10.273761 5.858864 5.971564 13.270428 9.503442 7.734153 6.942077 4.151648 11.237809 8.748824 12.747455 8.762143 12.048318 8.682868 6.731692 7.564151 10.625393 10.939149 15.656049 11.374298 11.166520 13.258623 10.844991 3.237380 10.780110 8.833852 10.337432 8.813060 8.498386 7.716845 10.434403 13.087983 9.297656 11.234121 4.291825 6.195147 5.686683 14.320392 11.043244 11.921180 7.129393 2.121911 NA 11.500555 12.849890 10.981351 7.488221 10.561037 11.4184324 12.6076440 9.7457800 10.2847095 6.3378359 10.4509474 10.6675066 5.4195793 9.8955872 14.5858486 8.0526360 8.1067917 12.7267560 8.9021650 11.6708810 9.7310773 2.9963707 13.1583584 6.1980010 6.2304221 8.7109004 9.9206403 8.8395751 9.8878752 7.8338521 8.7633482 5.3698259 11.8909099 9.8130605 8.6270486 10.9953427 10.2610235 9.0751251 11.1875391 2.1219106 10.1326597 7.8878749 12.3702284 8.2699514 7.5453645 9.0867206 9.5884577 12.4442023 3.4438321 9.0663667 3.3442888 11.0501702 10.5853480 11.2312939 12.7242108 10.7084257 8.5648419 9.7972676 11.4115332 10.4411943 4.9963661 10.1969319 9.6467668 0.1219437 0.6513158 1.1218774 9.5826958 10.6661128 8.8599907 2.8588563 8.1807923 8.8933880 9.8037225 TCGA-CW-5580 73 1 1964 NA kidney stage iv t3a nx m1 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-1.8873666 10.1732681 9.6218524 7.3840351 2.6361258 8.4231848 9.5503243 9.8873592 10.4657190 10.7453403 9.5953802 6.3413916 2.2824991 10.5485029 6.4344998 10.6183838 5.6824272 10.3572334 11.6961251 2.9199312 11.4772540 9.7591309 9.7185147 10.8182046 8.3886967 7.6536691 10.2360211 9.7143431 7.3840351 5.4788942 1.1125667 9.5064988 8.6965952 4.1569628 6.3604995 9.1555995 0.4344548 9.2210967 12.2577083 5.1678557 12.6167724 11.0230276 10.7471564 10.7672083 15.9238215 8.5048897 10.4723217 4.6517291 9.2692873 7.3122449 7.0898519 -0.8873666 9.4739677 9.5786487 8.6862193 9.3195866 8.9191219 7.5283142 9.6267932 7.0638567 13.6039243 11.0848341 NA 11.2884336 11.0794327 7.6652414 NA 8.2379857 11.0538033 7.3509772 10.1352868 9.3085595 8.7645207 11.8891081 10.3085595 9.4881764 0.1126334 9.6193756 0.9199121 NA 10.3566387 6.5513637 7.8319608 9.1617401 10.2648571 8.4734192 8.5472003 7.9829371 11.5835564 9.1867137 9.9383261 12.3585705 3.4344948 11.1278061 11.0187112 9.7640724 6.6862190 10.1153872 NA 0.1126334 NA -0.3024041 8.1040939 13.8729023 7.0013159 10.2370167 8.6094259 9.0269574 3.0667609 6.4434890 10.0532528 11.5022035 10.0179592 11.6046833 8.5081065 8.7823430 10.4720472 7.6064274 3.3979809 0.1126334 -0.8873666 9.4843488 14.0972799 9.6243248 9.7990727 9.6757685 6.8025706 10.3159202 7.6262997 9.1405128 8.6918883 9.2793629 4.4345015 10.5823921 9.5534413 9.5806871 11.6429785 13.3361215 11.2266398 9.6019184 8.4613002 2.0870894 10.8597162 9.2424991 10.9635404 9.5893184 9.1610591 0.1126334 8.0433095 11.5879257 12.6067353 8.1939358 11.1167927 8.8147449 11.6048010 8.4129246 9.8861236 11.8487627 9.6994120 7.8926855 5.7419280 6.5005902 10.9367354 -1.8873666 11.1624208 9.0104176 7.4941156 12.8917273 10.0164541 9.1913902 11.0062529 10.2246858 9.3383821 10.4919019 9.0484738 10.0700371 8.4060438 0.9199121 11.2835926 6.0194617 3.9454579 3.9199312 4.3793576 10.8716281 6.4745155 10.0894943 6.9989085 3.9705500 0.1126334 -1.8873666 10.2063199 10.1195995 10.9590420 10.1763043 8.9990309 9.4440154 6.3878588 11.1363266 10.2921703 11.9591400 9.4384399 10.1661588 11.8256365 2.6975292 8.0254613 -0.3024041 -1.8873666 9.6904730 9.8569857 9.1773149 8.9102338 8.9167032 13.1024545 14.6031881 2.4345081 10.8755770 12.3653854 9.9701644 -0.8873666 4.9705546 -0.3024041 NA 7.7528168 14.6803055 8.5893186 9.0081476 11.9401134 NA 8.7263616 9.1658738 9.1487458 9.4418080 7.9102338 11.5886855 9.7716761 10.5081063 9.4601935 8.8016967 10.9283557 8.3146961 4.8255821 7.3175836 9.6114214 0.00624810 0.00013863 0.01810300 0.00875280 0.00471900 0.00000000 0.00208050 -0.00774820 -0.02782300 -0.00498440 -0.00498440 -0.00498440 -0.28774000 -0.24265000 0.00624810 0.00624810 0.00013863 -0.61959000 -0.58481000 -0.58481000 -0.58481000 -0.21614000 0.00875280 0.01042400 0.01042400 0.00000000 -0.42833000 -0.42833000 -0.00193990 0.00166420 0.00166420 0.00499690 0.00499690 -0.41875000 -0.01023200 0.12226000 -0.02782300 -0.00498440 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.419 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 -0.216 -0.216 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.428 -0.428 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.419 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 -0.216 -0.216 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.428 -0.428 0.000 0.000 6.0254607 11.7019893 9.2711819 12.2622400 10.3982634 0.1126334 -0.3024041 9.3220255 10.7944695 1.2824991 9.5811963 7.3557466 8.9158961 12.3608704 6.4209118 7.6767216 6.3557457 7.6183840 7.4412469 8.8607651 10.3693706 10.0554533 3.1125667 7.9752094 10.3305299 10.5852630 8.0927117 11.6069278 11.7823431 10.2395992 11.8222947 2.5719923 6.3461910 6.9921555 9.5032786 11.1697178 11.0371991 10.6285184 6.9327510 NA 11.0614869 8.5709790 6.1012572 11.2521236 6.4876118 10.2399218 9.8003853 6.0841153 6.3365744 10.5367385 6.9069880 13.7875644 10.1178459 10.4143542 13.4600206 12.7480840 7.8906491 8.6527002 9.5150515 8.3652376 9.3365740 9.0239642 3.8404934 6.2824973 13.3473148 8.6862193 8.9736592 5.0194617 2.9705592 10.3235479 10.4924920 13.9503726 8.9415019 12.3585705 9.7681029 8.0403500 8.0711539 12.5089094 11.4637875 15.4256324 11.6046833 12.6394382 13.2902253 11.0792579 NA 9.8753695 9.2086285 11.7562029 8.9936862 9.5806871 8.0696742 9.9748221 13.1550438 10.6534268 11.6391852 1.2824991 5.6594679 5.3793576 14.1240450 11.3415412 12.6738005 6.6900008 NA -0.8873666 11.2176623 12.8436260 11.9307429 7.4590857 11.0857314 10.9051591 13.1529047 11.5490222 10.0265835 5.5883069 11.5042186 11.8220869 6.0073906 10.3247646 13.8176300 6.4344998 8.0594786 13.1179516 10.0823185 12.0012204 10.6344180 3.2000335 14.4326323 7.0174777 6.5005902 9.0964709 10.0609395 9.0020760 10.1477150 8.1403400 9.1685460 6.8268179 11.0083368 10.3082520 9.5091770 9.9363374 9.8519309 10.1442734 11.8787905 2.9705592 9.9391208 6.9004744 12.7363240 9.5230236 8.3097887 9.6757685 8.9248538 13.0694475 3.4344948 9.0855521 5.1237986 11.5879257 10.5177137 11.8902385 12.8917273 10.9440774 8.9596296 10.0700371 10.8757846 10.9582407 6.7272820 9.2399216 9.4485209 -0.8873666 2.8674616 NA 11.1671765 10.7293600 10.0366423 1.1125667 8.7263616 8.3616855 9.9399149 TCGA-CW-5581 44 0 NA 2799 kidney stage i t1b nx m0 19-3-2015 male 2003 2799 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.0412783 1.5999366 10.4422983 8.8169632 10.0580127 10.6226239 7.8351643 7.9788449 10.8922542 8.2470066 7.9903559 2.4300176 4.8394155 9.7743188 8.5385475 NA 5.4744166 9.5823078 5.8562886 9.9153491 9.4008479 5.3248394 12.0451456 11.9113178 10.2914975 10.3092233 16.4415450 8.4215448 10.6871161 3.3842156 9.3346574 7.6779507 5.3725378 1.4425985 9.0926913 9.6868212 8.8832936 9.6130380 7.7542034 8.5810394 9.1086230 6.9378175 13.9152862 10.5031603 -1.5700360 11.4996405 10.5476952 9.5605935 -1.5700360 3.0149801 11.8224745 7.0882349 9.5280549 5.6968090 8.0428916 10.9848516 9.0196741 13.2004968 1.7519350 9.6642416 -0.5700360 -1.5700360 9.9098031 3.4744231 8.7211935 9.8971189 10.4176422 8.7131112 8.6803212 9.0121650 11.5047063 9.6666352 10.1613419 13.5804049 1.2373802 11.1372785 11.1230742 10.1064208 10.1613419 10.5437651 NA -1.5700360 1.4300176 1.5999366 6.8050628 13.5160762 9.1528304 14.1558950 9.1689596 9.2676507 3.0149801 6.3900245 10.9669986 11.2686360 10.0993510 11.7856754 8.0243474 7.6345940 10.6269323 4.0738802 2.7519564 7.0373537 -1.5700360 9.4370502 13.8835508 10.1182732 9.0602901 9.5260792 7.7831698 9.7355147 7.5227800 9.0655777 12.0523036 9.6785435 6.0224810 9.6723099 9.7298032 9.4257901 11.1388912 12.8469524 10.5819907 8.6755757 9.1579433 1.5999366 11.7478594 9.6510058 11.5554364 9.1672704 9.5267381 -1.5700360 8.7451724 11.3212370 9.2575481 8.7741967 11.7716807 12.0373532 11.4935865 7.4300226 10.2228133 10.5996348 9.5631652 7.6318529 4.7698722 6.2309235 10.4047960 NA 9.7125322 8.8050622 7.5068383 12.5945370 10.1438390 9.7257918 10.5385474 10.0539044 9.6241642 10.8798628 8.8158853 10.0652875 8.1356554 0.4300711 10.9261277 6.9652983 4.0149890 9.7654132 4.5385444 10.6068194 4.9998783 10.5036925 4.6588398 5.1024482 NA NA 10.9464616 10.5234405 11.1955162 10.1291615 9.5759550 9.2201921 6.5138207 11.4447408 10.3990496 11.4745878 9.2533901 9.9223769 11.2381827 2.0149979 7.7919664 -1.5700360 NA 9.7614997 9.6510058 8.9807697 8.3187660 8.9037285 13.3476747 13.9996709 2.5999366 10.7578562 13.5257084 10.1033320 -1.5700360 3.5894879 -1.5700360 NA 7.5489637 14.3631833 8.2048098 8.8853501 11.6099320 -1.5700360 7.9807697 9.1280157 9.8441796 9.8335675 7.6247801 11.9367024 10.1890788 11.2105627 9.3585413 8.4565462 11.1011216 9.0747805 4.6663249 6.9816929 9.5936725 0.00000000 0.00638710 0.01460900 0.52485000 0.00152550 0.00291330 -0.52440000 -0.00954260 -0.00498440 0.00056608 0.01572700 -0.00027724 1.14790000 0.00000000 0.00000000 0.00000000 0.00638710 -0.52940000 -0.52940000 0.01307400 0.01307400 0.00610170 0.00332990 0.01486900 0.01656500 -0.00427870 -0.00180140 -0.00180140 -0.00636680 -0.00401620 -0.00401620 0.00610900 0.00610900 -0.00069303 0.50602000 0.00332990 -0.00498440 0.00056608 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.507 0.507 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.507 0.507 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.0502427 12.2117924 10.1655790 13.7154251 9.4974573 -0.5700360 1.4300176 9.4696274 11.0555034 -1.5700360 9.2446053 7.0738791 8.9148458 12.4621547 7.8499830 7.2597461 6.4798708 8.0971346 7.5385475 8.4328379 9.7609398 9.6491915 5.1304614 8.9749873 10.4179974 10.4229612 7.4073026 14.2925392 11.7475768 8.8636083 11.9124439 0.7519778 8.2926603 7.2373782 7.5254198 11.2629129 9.9874866 10.4866606 7.7406355 0.4300711 10.0149854 8.6897660 7.5999478 10.7340890 5.3248394 10.1506947 9.9213750 6.5174852 6.6394767 10.1638856 6.5489637 13.7056018 10.4422983 10.1165234 12.5404247 12.6296953 7.8894547 8.6223158 9.6086878 7.4272022 9.4846272 9.9303669 6.8436510 7.6850515 12.5381389 9.2692268 8.3429120 3.1304697 2.7519564 10.4233151 10.3065399 12.6051046 7.9138384 13.5804049 8.9047430 8.6124174 5.1286563 9.1982073 10.7343742 16.4782543 11.7856754 11.5892636 13.6493427 11.5576949 1.0149979 11.0072157 9.5293706 10.4737338 8.8925252 9.4257901 7.3578009 9.7659714 12.8095367 10.3688674 11.5409906 5.0882349 5.1714911 5.3369118 14.5763722 11.4937550 12.2092293 6.1235089 -0.5700360 NA 10.5870540 12.4409880 11.3883926 6.8935479 10.4457864 11.2611322 13.4301110 10.6033878 10.1235098 7.0953590 11.7914184 10.0913556 5.1304614 10.4516969 14.1773767 4.9691827 6.8137273 13.2187835 8.9989291 11.8223403 10.1226384 1.7519350 14.1695135 7.1186577 5.1165228 9.1158141 10.2365725 9.6874107 10.8825215 8.7776443 9.0862063 5.8894541 12.2006868 10.2361697 10.4988011 10.4648219 10.2876152 11.0463420 11.2741402 1.4300176 9.7320906 6.1849110 13.0880140 9.5128372 7.7765363 9.5260792 9.1106814 12.4450894 4.0149890 9.0410477 6.5014853 11.3212370 10.2723733 11.0222464 12.5945370 11.2593492 9.4558547 10.0652875 10.8391486 10.6593885 6.2048098 9.6968095 9.0639262 0.7519778 6.5678846 -1.5700360 10.3145751 10.6832381 10.1957233 4.0447351 7.9807697 9.0882344 10.2430023 TCGA-CW-5583 51 0 NA 2489 kidney stage i t1a nx m0 19-3-2015 female 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 90.48.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 6.589149e-07 2.427581e-07 10.3091147 10.2239403 7.9629035 2.7552294 13.3330816 7.2331662 12.1315464 -1.7041594 0.8998717 6.7715251 10.0914259 6.7178573 10.9986141 8.3938242 11.4655604 8.2630184 11.2324299 9.0722251 5.1286811 10.3094636 8.3578383 8.7041219 10.9790169 NA 6.1286811 -0.1191969 NA 10.0317711 9.8551690 7.4732114 3.8503794 8.2887304 9.6322986 9.3977677 10.2157726 10.4311806 9.1397130 5.3070204 2.8193616 10.3157301 4.9822909 9.8222912 5.7633983 10.6233446 10.2131641 2.2957818 10.4075797 9.1860563 9.6875727 10.6041310 8.0836947 8.4506100 10.8019780 9.4016940 7.9378434 6.7996184 -0.1191969 9.5058544 8.4442687 1.2957818 5.3510735 9.1191593 -0.1191969 10.1408900 12.1699088 5.3292133 12.1359208 13.4819449 10.1381424 10.4363023 16.1777961 8.5425328 10.4013732 4.3832550 9.1247218 7.5531800 5.6267078 1.7473444 10.0573432 9.7024913 8.8798148 9.5537690 8.0966920 7.5484574 9.3759432 7.0738695 13.7015983 10.4578686 -1.7041594 11.8841553 10.1787980 7.4806674 NA 2.2957818 12.9503162 7.7956377 9.9553420 7.6902550 6.1599783 11.9479648 10.5098075 12.4578127 3.8503794 9.5508206 NA NA 10.3021181 7.3938237 8.0271109 9.3216237 10.4691568 8.5137497 8.2901456 9.6035620 11.4420918 9.8030911 10.3819282 12.9034113 3.4250698 11.5393424 11.5437195 9.9761515 7.4707174 10.3285265 NA 0.8807247 0.6176746 NA 8.2773595 13.4025594 10.3520910 12.0030433 8.5649188 9.0347288 3.6533467 7.2644586 10.2131641 11.7404187 9.7886466 11.1754901 8.4769442 6.6577357 10.7500913 8.0656299 1.8807639 0.8807247 -1.7041594 8.4781864 13.7685146 9.8124769 10.7712721 10.0853256 7.7051831 10.5944274 7.6988040 9.9122536 11.7653067 9.3167719 8.9988304 10.5205896 9.9495327 9.7283340 11.4630533 12.7000022 10.7931449 9.7325036 8.6426272 2.9268913 11.3837520 9.0926427 11.6038466 9.4218511 9.9210443 NA 9.9003452 11.3323091 11.0523629 8.2748170 11.5413447 9.5915609 11.8424453 9.2752173 10.3309348 10.9215008 8.8407565 7.9153333 4.6708290 5.8035861 10.6519689 NA 10.1529955 9.7428753 7.8675444 12.9475164 9.1404977 8.2844767 10.3319656 9.3299031 9.8765217 10.6148092 8.5543578 10.5167749 8.9664483 3.4657133 11.6279685 6.8769920 2.9338747 7.6378667 5.0237122 10.9820736 6.3618806 9.1255147 5.0100368 4.3618806 NA -1.7041594 10.7605930 10.6864983 11.3420634 10.1553268 9.5915609 10.1222691 6.2047257 11.0188130 10.4247529 11.9554535 9.1890936 10.1059619 12.4286933 NA 7.3726074 0.2958406 NA 9.9836050 9.4023549 8.7896474 7.9996956 9.3007147 12.9636797 15.4436230 0.6176746 11.9654522 12.3074560 9.8296084 -1.7041594 4.8775970 -0.7041594 NA 8.3726074 15.0952128 8.2716400 9.6406426 12.0587968 NA 8.7996177 8.9398287 8.9566793 10.1518284 8.0672816 11.3314503 10.1416741 11.0950736 9.8929693 8.2116713 11.0156086 8.6143348 5.5951844 7.8536002 9.2154003 0.00388540 -0.00235530 0.01042400 0.57178000 -0.00027724 -0.00166290 0.00000000 -0.00104860 0.00881780 0.00624810 0.00957810 0.00957810 0.00957810 0.00388540 0.00388540 0.00388540 -0.00235530 -0.60271000 -0.60271000 -0.60271000 -0.60271000 0.00263570 -0.00678130 0.00652620 0.00652620 0.00164830 -0.00362210 -0.00362210 0.00000000 -0.00069303 -0.00069303 -0.00249380 -0.00249380 -0.00055444 -0.00526100 0.56970000 0.00881780 0.00624810 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.565 0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.565 0.565 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.742875 12.546090 9.149881 12.207652 10.325424 NA 4.505243 9.684347 10.971665 1.617722 9.387227 8.190610 9.046499 9.826686 6.273072 6.815428 7.040626 8.625588 6.846538 9.307718 11.494851 9.516775 3.505243 8.258688 10.310510 10.838340 7.414733 10.119557 12.083184 10.072225 11.911294 2.819362 6.914177 7.050679 10.448394 11.115971 9.9931940 10.7078325 7.5149602 NA 10.9221855 9.2759315 6.3885495 11.4487106 4.9251497 9.9224136 9.6115077 6.1159717 7.4147334 10.4966906 6.8503806 13.4989488 10.0734582 10.2536195 12.7559279 13.2102239 8.0439848 9.0581741 9.7511192 5.6966727 9.0228616 8.5742416 5.7387354 7.5460903 13.4851919 9.2543446 10.4182965 5.4954649 1.9962441 9.9324166 10.6656619 12.9674989 9.1692361 12.9034113 9.5173790 8.7335442 5.5319023 11.1247219 10.0418864 16.3043410 11.1754901 12.5264880 13.7306482 11.5196429 0.8807247 10.5371794 11.7617410 10.7314623 9.3885490 9.7283340 7.6423059 9.8479808 12.9792253 9.7536859 11.5781565 3.2499914 5.0771533 8.3832550 13.7832229 11.1962815 12.5310583 6.8075443 1.2957818 NA 10.8127231 12.4214476 11.8842572 7.4831442 11.4279704 11.420075 13.285674 11.232430 10.309464 5.842687 11.724414 9.900808 6.190609 10.300012 14.888731 4.982291 8.422497 13.222854 9.009179 11.965563 10.828635 2.688113 14.513466 6.132852 5.888249 8.592754 9.614335 9.808532 9.916928 9.059005 9.044823 5.505246 11.922984 10.329559 10.682732 10.136177 10.198921 9.765942 11.923782 2.383248 9.538371 6.696671 13.310235 9.260855 8.619973 10.085326 9.049594 12.520397 3.996235 8.698804 6.670832 11.332309 10.364906 10.928106 12.947516 10.938295 10.800859 10.516775 10.865885 11.592899 5.190611 9.432142 9.556124 1.295782 6.953110 NA 9.989715 10.639630 10.360871 5.351074 8.799618 8.176906 10.227638 TCGA-CW-5584 74 1 164 NA kidney stage iii t3b n1 m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6554198 9.6861452 8.0085457 2.8234437 10.1483646 8.1891564 12.6214043 -0.5689655 1.8970855 6.1246032 9.9329538 6.0821682 11.0540836 8.2906516 11.9585936 9.9866644 10.7445665 10.8639195 3.8905440 10.2679560 8.3304737 6.9741484 12.5488409 NA 5.0009735 NA NA 10.4133972 9.8843873 7.2352474 2.6790409 8.2906516 9.4645396 8.4700357 11.2695327 10.2452985 9.0076009 6.0964516 10.2715012 10.2520933 6.5025788 10.7005356 5.2124760 10.1453622 11.0839616 1.7530482 12.1059710 9.4083966 10.4237010 10.4884316 7.3107000 6.6742912 10.4888817 8.5960235 7.8678279 3.3853068 1.0160684 9.7354680 8.2859852 2.1315566 6.5552379 9.6955593 0.4311415 9.9928818 11.1534972 6.2576650 12.7780036 12.5948449 11.1860041 10.7196944 15.5319022 8.4590225 10.1189297 3.7886648 9.5681078 6.7530442 5.6885049 1.1622745 9.2560754 9.7179920 8.5092675 9.8484417 7.8699084 8.4836848 9.4402455 6.4863990 13.3398376 10.6551183 NA 11.4376180 10.8884257 8.8159004 NA 4.4083994 11.4652278 7.8573814 9.7428650 8.6417880 9.1984735 9.5871998 8.8050693 11.0741836 1.8905634 8.9487860 NA NA 9.6295617 4.5396427 8.7809508 9.6551183 9.6984885 8.3244182 8.9770463 8.2026063 11.4709730 9.5357153 10.4891084 13.4537012 0.7530054 10.9790474 10.6041691 9.8859300 9.1479360 10.4073227 -1.5687515 -1.5687515 1.0160684 0.4311415 7.3469959 13.1765809 9.4465317 13.0465739 8.8479142 9.8494964 3.8905440 6.2448985 10.0038168 11.0884351 10.5314505 11.2429609 8.5565302 8.0310296 10.7892183 3.4311148 5.5079310 -1.5687515 0.4311415 9.1573348 13.7443186 10.5102681 9.8148210 9.0821682 6.1658255 9.5552379 7.7348972 9.8286843 8.5935080 9.1641321 5.5079310 9.0841677 10.3911185 9.3625928 11.9078628 12.6781541 11.5077653 9.9244718 8.8368220 3.3078802 11.4348102 8.7586693 10.6304823 9.3670183 7.4998953 NA 8.3259346 10.9916883 11.8419787 9.8116048 11.3131865 8.2999393 11.0531684 7.8636585 9.7848149 11.7033090 9.9007585 8.6551425 6.4083960 7.3469959 10.4904611 NA 10.9854656 7.9369282 7.2448975 12.3040800 10.7723575 9.2991675 11.0071285 10.0763247 9.1607375 10.9705905 8.5578209 10.1543509 8.1692090 1.4311415 11.2141148 7.7394559 1.0160684 8.8521297 3.8234335 10.8460661 6.3380072 10.0427778 6.0679592 4.6010428 NA NA 11.3053296 10.2169778 11.0217037 10.2718946 8.3030218 9.2314747 6.6382781 11.5933506 10.5591110 11.2768027 9.1384758 9.8426277 11.4456602 3.0160862 8.0179564 -1.5687515 NA 9.7837118 9.5941372 9.0179564 8.1141114 9.4617837 14.9659666 14.6101704 0.7530054 10.8615692 12.8726343 10.0379845 1.2384812 4.2640034 -0.5689655 1.6010309 7.6454358 13.8676005 8.3911185 8.7941562 12.2647974 -0.5689655 8.4012226 9.2030846 9.5840352 9.4877544 7.8083271 11.4517494 9.6417880 10.3860400 9.9561480 8.3925664 11.0294018 8.7620335 4.4790042 6.0625837 9.8298603 0.00189440 -0.00351000 0.01721600 0.00539630 0.01379400 0.01847500 0.00064591 -0.00434010 -0.02141900 -0.06334700 -0.06334700 -0.06334700 -0.06136600 0.00000000 0.00000000 0.00189440 -0.00351000 -0.54404000 -0.54404000 -0.54404000 -0.54404000 0.01037700 -0.00175160 -0.54112000 -0.54112000 0.01847500 -0.22383000 -0.22383000 0.00064591 -0.00143310 -0.00143310 0.00218870 0.00218870 -0.54172000 -0.00406350 -0.00558470 -0.02141900 -0.06334700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.542 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.540 0.000 0.000 0.000 0.000 0.000 0.000 -0.495 0.000 0.000 0.000 0.000 -0.224 -0.224 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.542 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.540 0.000 0.000 0.000 0.000 0.000 0.000 -0.495 0.000 0.000 0.000 0.000 -0.224 -0.224 0.000 0.000 4.1590398 11.7567032 9.3867666 14.3470894 9.6593341 NA 0.7530054 9.8473864 11.0877649 1.4311415 7.6209412 5.8987211 8.4863990 12.1193669 7.1926676 7.9914493 5.9229709 6.9309620 7.9129163 8.2813037 10.4402455 9.5903572 2.6790409 8.9751151 10.5516786 10.4836847 7.6035440 14.0014467 11.0556837 8.9468165 12.2825651 4.0749763 6.4863990 7.2766065 9.5610435 10.7408771 10.2444970 10.3929281 7.6671307 0.4311415 10.4430427 8.8415681 7.4339317 10.7089852 5.5291494 10.3122306 9.6961457 6.9309620 6.8489696 10.2112462 7.2157514 13.7863645 10.2612357 9.9620106 12.6224844 11.7915522 7.6179486 9.3175754 9.6314023 8.0875413 9.5571757 9.5419000 5.9309620 5.7439996 12.6287941 9.1479360 10.0839617 4.5808630 3.0160862 9.9169459 9.6814150 12.6346941 7.8255796 13.4537012 8.7280327 8.0659277 6.7526389 8.6979031 10.7673442 15.7764612 11.2429609 11.8945133 12.5497333 10.8820701 1.7530482 11.1187110 10.5674670 10.9801793 8.4850424 9.3625928 7.2859847 9.9556583 13.0087225 10.5799110 11.6271009 3.8905440 5.7439996 6.8148208 13.7483808 11.6603861 12.2143195 7.9745546 -1.5687515 -0.5689655 10.5808638 12.6719080 11.2508846 7.0857529 10.8487055 11.1042048 12.9322696 10.7445665 10.2679560 5.8657456 11.7439996 10.4105419 5.6502849 10.3918427 13.9674246 6.5025788 6.3380072 12.9427322 8.9885805 11.6501339 9.8473864 1.4311415 12.9791558 5.4465871 5.9780102 8.3990920 10.2500982 9.8436865 9.6097816 7.5909882 9.0174123 6.5291494 11.4107205 10.3440060 10.4356883 10.5729044 9.4562562 9.8367900 10.3969009 2.3379965 10.0508781 5.4083960 12.9387156 9.5245343 7.4141102 9.0821682 9.3227865 12.7564221 3.7886648 9.2820848 6.2448985 10.9916883 10.5956339 11.1878814 12.3040800 11.3009032 9.0866474 10.1543509 10.8269185 10.6420040 6.3440065 10.0123173 9.5363704 0.4311415 4.9068521 NA 9.9536981 10.9599688 9.4019416 4.6209441 8.4012226 8.0476654 10.3406347 TCGA-CW-5585 51 0 NA 2609 kidney stage iv t3b n0 m1 19-3-2015 male 2003 2609 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144431e-06 3.121176e-07 11.1669046 10.1932287 6.2677848 -0.8249545 12.9517186 6.1285842 12.3329281 NA 0.5112656 8.9423855 9.8536286 6.9164958 10.7779593 8.4158199 11.4418151 9.7874364 10.4650474 8.0283382 5.0205200 10.2488354 9.9215428 6.6221119 8.7054347 NA 5.2303106 NA NA 10.0990987 9.9975994 8.1494433 2.2624933 8.5380682 9.8637160 9.2370746 9.6033888 9.9657843 9.0523126 5.9563889 9.3215971 10.0114734 5.9629307 9.4032460 1.6344539 10.6825754 9.9042244 1.3449421 9.8693864 8.8430272 10.5187695 10.4607197 8.1422546 4.9694452 10.5861449 9.4954230 8.1551684 7.5369722 -0.2400772 9.1827566 8.2451496 0.4969225 5.1973976 8.7943314 2.1750135 10.7005493 8.9555683 5.5413507 11.1171288 9.4719448 10.0792868 10.1339436 16.2224454 8.5281755 10.7844381 4.0330089 9.1665503 7.8632788 4.9299141 0.6655747 9.8944173 9.7528066 8.5854797 9.8986895 7.3298466 8.0484727 8.9198623 6.6385532 12.9714231 10.6601031 NA 11.8539587 9.7235615 7.6158974 NA 2.1750135 13.0264360 8.0500097 9.4673502 6.8403650 5.3747022 11.0102895 9.2558460 12.8173194 2.6985963 8.6668815 NA NA 10.3171356 4.3043139 8.2874681 9.5603518 10.2890961 8.4534781 7.7897384 9.0614873 11.4085209 10.1146078 10.5377943 11.9192317 1.1750455 11.0320337 10.8184338 10.1991293 8.2783166 9.6497486 NA 0.9823639 0.9823639 -1.8252101 8.0330094 13.2855934 9.8197862 13.4176072 9.0864205 9.5143219 2.7599867 6.9232217 10.8009656 10.9035868 9.6365079 11.2653577 8.2001679 6.0142325 10.8215872 5.1057661 3.9563913 NA NA 7.6608580 13.3347028 10.0867950 10.5646599 9.3636175 7.4765251 10.3039895 8.2207880 9.8685764 13.2562623 8.9037993 5.6588456 9.5517346 10.4309423 9.1094567 11.3847865 12.9339284 11.0866078 7.3017330 9.1319637 3.1385032 12.0006830 8.3437005 11.1415340 10.1002121 10.2347110 0.4969225 8.5500680 10.9471369 12.3468590 8.8986809 11.4595635 9.1672588 11.1834572 6.1057661 10.5836236 10.8046128 9.4086482 7.4845732 5.3247746 6.5014583 10.2962383 -1.8252101 9.8368067 8.7814338 7.3374194 12.8443565 9.3348998 9.2262376 10.8672081 8.5748406 9.6578365 10.9527174 8.8789322 10.3642354 7.8527480 2.0819190 11.8356930 6.8892740 2.3449421 8.9751194 2.4229595 10.6666312 5.7219222 9.1145196 4.2937604 2.6985963 NA -1.8252101 10.6044353 10.6808401 11.2515102 10.3704007 10.3605235 9.8126768 6.0981774 11.1614039 10.7122469 11.7390589 9.3474559 10.0706039 10.9979976 1.3449421 7.6828233 -0.8249545 -1.8252101 10.0345634 9.3126602 9.0675712 7.6985908 9.7961647 14.3970309 14.6728492 1.7600080 11.5113956 12.4668467 9.7576410 NA 2.7599867 -1.8252101 0.9823639 7.6867813 14.6956932 8.9522838 8.6117401 11.5872014 -1.8252101 7.0015771 8.8717787 10.0879179 10.2001681 7.2939700 11.1810039 10.0751406 11.0593899 9.2098274 9.7552870 11.0519292 8.6282993 4.8671206 7.8996959 9.8689511 0.0088920 0.0119580 0.0238470 0.7869700 0.0150280 0.0000000 -0.0074720 -0.0316320 -0.0380340 -0.0171940 -0.0171940 -0.0171940 -0.0164290 -0.0148500 -0.0148500 -0.7887200 0.0119580 -0.8163900 -0.7849600 0.0238470 0.0238470 0.0290440 0.0125160 -0.7698500 -0.7896000 0.0000000 -0.0136770 -0.0136770 -0.0074720 -0.0058140 -0.0058140 0.0079175 0.0079175 -0.0089906 -0.0403450 0.7356800 -0.0380340 -0.0171940 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.000 0.000 0.000 0.000 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.824 0.824 0.000 -0.764 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.000 0.000 0.000 0.000 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.824 0.824 0.000 -0.764 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.3043066 12.4020427 9.0553773 14.6332589 9.7749414 -1.8252101 1.1750455 9.9169168 11.1023362 0.4969225 9.1707956 7.2139480 8.9968025 9.9198623 5.7524569 6.3549370 6.4371228 8.3808216 7.1436954 8.7618683 10.9065597 9.6344602 0.9823639 8.7712184 9.8913937 10.4578274 6.1292253 2.4969480 11.9455892 7.7562294 12.3573398 2.0819190 8.1131379 7.1494433 8.1960085 11.2890962 9.630356 10.586539 7.949816 NA 9.607048 9.185557 5.057671 10.822487 4.422953 9.876768 9.285512 5.875468 6.946518 10.250173 6.257178 13.285920 10.518492 10.083421 12.656765 12.931481 7.465047 7.914809 10.183807 4.759992 9.255180 8.952284 5.394199 5.403847 13.175997 9.396011 10.491593 4.698591 1.760008 10.274705 9.116076 12.384177 8.745833 11.919232 9.412239 7.854509 5.270951 4.889274 8.986403 16.452997 11.265358 12.036115 13.367360 11.530930 -1.825210 11.251844 10.935541 10.830336 9.030676 9.109457 7.219422 10.346831 12.726136 8.992012 11.677859 2.496948 5.902949 7.928245 13.692776 11.151593 12.383339 6.609657 NA NA 9.835916 12.281591 11.393283 7.280937 10.950433 11.3325333 12.7574646 10.4650474 10.2488354 4.2411156 12.2364841 9.1939242 4.9029467 9.8650264 14.0111780 5.9629307 7.8385869 12.8077801 8.9960054 11.4347718 10.0075231 1.3449421 13.5780073 5.7479190 5.4324150 8.3051228 9.6857927 9.6543036 10.9380334 9.5549483 8.6905215 4.3844850 13.0930532 10.1637132 9.8854044 10.4300571 10.4259190 10.6285564 10.5662721 -0.2400772 9.7809710 6.0758963 13.5002591 8.9506387 7.2491704 9.3636175 8.9413256 12.4313110 1.3449421 9.0055437 4.4418154 10.9471369 10.3935918 11.2419586 12.8443565 11.0931464 9.8606534 10.3642354 11.2461557 11.6518949 4.0330089 9.8901326 9.7524574 0.9823639 7.9488105 3.8474558 9.4997716 11.0421605 9.6613607 4.8332393 7.0015771 7.8772013 10.5780405 TCGA-CW-5587 62 0 NA 2226 kidney stage iii t3b n0 m0 19-3-2015 female 2003 2226 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.50002821 10.66158635 8.12205300 -1.57132159 6.73234654 7.04360698 12.39570207 -0.57153597 1.91785180 7.70236180 9.61529913 6.13592471 11.00363238 8.07242205 12.25660316 9.34145522 11.29719554 8.55009954 0.42857122 9.94081247 8.95506516 5.32338448 11.95090220 NA 5.57831381 -1.57132159 NA 9.66098689 9.69710796 6.68595416 2.95212852 8.29584468 9.39001565 8.84219381 12.10617542 10.49532781 8.61096023 6.71858493 6.47841370 10.22094949 5.50538285 12.28508868 6.54230758 10.01868508 10.89769891 3.42857122 12.08241859 9.16242859 10.50136838 11.26046684 7.64531186 7.60598539 10.41356457 8.87254530 8.15988496 5.01352926 NA 9.91489813 8.50404511 -0.57153597 7.14966482 9.21679484 0.01349799 9.83795680 10.75836223 4.42856452 11.40485433 10.68477456 10.92666715 9.92091985 15.66980426 8.13937228 11.15286656 4.07242312 9.09833665 7.12553332 5.23592232 0.75052076 8.83051204 9.24634894 9.04511474 9.32186746 8.43419035 8.33845918 9.12640222 7.16665821 13.43168845 10.52955666 NA 11.64075824 10.87087959 7.06156129 NA 1.42857122 12.27405594 7.52396256 10.07152015 9.16242859 7.29584422 11.35096448 9.81227022 13.42111880 2.23591083 9.55591544 -1.57132159 NA 10.16961151 6.21646845 8.34145522 9.68772070 10.12596784 8.67886418 9.78886431 9.10452301 11.67560328 9.33995798 9.96917827 13.25173406 2.33545467 10.82770496 10.64136620 9.94525083 8.15988496 10.44014255 NA 0.42857122 0.42857122 NA 6.32338448 13.31311801 9.80631874 13.79140011 9.28810059 9.50270732 4.98315323 5.92041955 8.40727626 11.20026169 9.60224307 11.44259859 8.11506655 9.52988496 10.50471344 5.24874354 2.12901919 NA -1.57132159 9.01540557 13.70567163 9.19592285 10.31235466 9.83477094 8.17843530 9.90885118 8.03033663 9.03556315 13.22901083 9.19757720 4.57831079 9.68375978 10.18803799 9.33470480 10.95188280 12.28703262 10.86735775 9.83370731 8.60971803 2.60088819 11.10187498 9.48249176 11.47193498 9.47773378 9.85640250 0.42857122 8.28965283 11.06473731 11.21178921 8.80248599 11.92129536 8.55268716 12.20828524 1.59850813 9.67114456 11.15307975 9.47364285 7.24992502 5.78611800 5.67649309 10.55462501 -1.57132159 9.68889737 8.23269673 7.32338358 12.33508073 9.90986084 8.37693325 11.01376316 10.47705273 8.93636056 10.55738185 8.97353035 10.35189341 8.65978723 1.59850813 10.86449655 7.42856620 1.75047788 9.34369829 4.04327450 10.92242132 6.64288493 9.89258577 5.58013945 4.78611538 NA 0.01349799 10.89973303 10.30354720 11.67307838 10.04511474 10.34481862 9.79320401 6.81404021 11.06201523 10.44049194 11.56763752 9.06790649 10.04603330 11.95163769 -0.57153597 7.77507952 0.42857122 NA 10.03172863 8.75724065 8.99652207 8.03959081 9.24474961 12.61413824 14.82403308 0.01349799 11.39091967 12.78735443 9.74880234 NA 5.42020278 1.01349799 NA 7.89820775 14.99558611 8.47841451 8.82409987 11.61885357 NA 8.41725042 9.28818597 9.46679900 9.78446750 7.71858493 11.47637146 9.84905256 11.05815019 9.90176429 7.76618766 10.02102298 8.23269673 5.00705194 7.27210999 9.22216916 0.45535000 0.41279000 -0.00498440 0.45428000 0.00000000 -0.00830050 -0.00055444 0.01335300 0.02946600 0.03820600 0.03820600 0.05053400 0.03756200 0.00027728 0.00027728 0.45535000 0.41279000 -0.48197000 -0.48197000 -0.48197000 -0.48197000 -0.01519100 0.46178000 -0.01143300 -0.01143300 -0.00830050 0.00124810 0.00124810 -0.00055444 -0.00895250 -0.00895250 -0.01381500 -0.01381500 -0.47828000 0.01964300 -0.00193990 0.02946600 0.03820600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.000 0.000 0.000 0.000 0.413 0.413 -0.477 0.000 0.000 0.000 0.462 0.462 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.455 0.000 0.000 0.000 0.000 0.413 0.413 -0.477 0.000 0.000 0.000 0.462 0.462 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.570673 11.573224 8.747109 12.044540 10.141952 NA 1.235911 9.418670 10.749978 3.129003 8.902272 7.688309 8.517354 13.625245 8.178435 9.294299 6.305082 8.275623 9.189286 8.468856 10.455089 9.988421 8.149665 8.719737 10.379486 11.168557 6.850631 11.123794 11.818869 8.942293 11.876544 4.871509 6.618390 6.871510 2.516040 11.204793 9.7905096 10.7386105 7.8079441 NA 9.9893763 9.1098043 7.5397017 10.7839170 4.6380217 10.0177488 9.7976179 6.2033539 7.2423472 10.7465437 6.6282385 13.8130124 10.3648357 10.2638268 13.0521616 12.7560484 8.1045228 8.5513937 9.7185848 7.1185643 9.2795340 9.4838484 6.9323919 6.1901170 12.9696020 8.3972327 9.5383965 3.5578512 1.8879931 10.7240479 9.6764934 12.4018148 8.8527320 13.2517341 9.3674104 8.2567022 5.6231265 7.9422934 10.1796914 15.8455201 11.4425986 11.9425402 13.0864983 11.0118837 0.4285712 10.9872258 11.9075882 11.1853307 9.3769330 9.3347048 7.9204190 10.2041762 13.0574670 12.1117798 11.7917383 2.8879931 3.7504993 6.0358966 13.2042646 12.1797961 12.6816008 6.8464181 1.2359108 -1.5713216 10.4022632 12.7321326 11.8411516 7.0321923 10.8987163 10.9587284 13.0515900 11.2971955 9.9408125 8.0247557 11.0391294 10.5047134 6.6233226 10.3652038 15.1828662 5.5053828 7.3681450 13.1580597 9.2685570 11.7876290 10.3769331 1.5985081 13.8614666 5.7299714 6.3943495 8.9490764 10.2962307 9.5013685 9.9609219 7.5552701 9.1641220 7.4087051 12.1532929 9.9053121 10.1005492 10.2041762 10.1670804 9.7128116 11.4154745 4.3112125 10.5925300 5.0579224 12.7972633 9.3309411 8.2262272 9.8347709 9.4432349 12.6222452 4.6380217 8.7717516 5.9908074 11.0647373 10.5067167 11.1771781 12.3350807 11.3012408 9.7110751 10.3518934 9.9922389 10.7302821 5.8797768 9.3666752 8.8931116 0.4285712 7.5678869 NA 10.5040450 11.1219461 9.4722768 4.6573828 8.4172504 7.8485259 10.0172806 TCGA-CW-5588 78 0 NA 2017 kidney stage i t1a nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 4 0 0 0 0 0 1.629947e-06 4.855162e-07 10.485042 10.295947 9.429418 9.062565 13.502398 9.864782 12.500996 NA 2.397502 5.409316 9.601962 5.061396 10.515279 8.481108 12.360543 7.757503 10.720162 7.364463 4.549497 10.341020 9.115408 7.929034 14.546256 NA 5.169648 NA NA 9.538600 9.305372 7.522528 3.839002 8.616382 9.636958 8.486351 11.511427 10.503260 8.930317 6.495048 7.745892 9.948793 5.409316 10.796016 6.023426 10.090376 10.691697 4.549497 12.441616 9.632235 10.318659 10.575967 7.774747 6.310307 10.249935 8.442066 7.165295 7.841732 0.794603 9.450138 8.905743 2.701505 6.459943 9.106356 2.601958 8.784711 11.864057 7.278423 12.531570 13.232099 11.226627 9.798125 15.980683 8.184777 10.204529 3.794603 9.330855 7.278423 8.368255 1.946806 9.066071 8.677251 9.110889 9.086929 8.572685 8.018609 9.216672 6.652588 13.978088 10.912575 NA 11.415056 11.183459 7.719420 NA 8.312277 11.173715 6.974517 10.895270 7.116535 8.975760 10.924534 9.237551 11.855585 3.549497 8.723866 3.186928 NA 10.564032 6.788961 8.655695 9.190142 11.257365 8.160930 9.661114 9.344392 12.440934 9.748076 9.962653 12.780449 2.254050 10.773715 10.295947 10.131114 6.595507 10.028227 -1.205231 NA 1.116564 NA 8.112020 14.772759 9.736389 11.552414 8.797423 9.216672 4.467032 5.892639 9.978243 11.004670 9.967660 11.207796 8.312277 8.980722 10.664201 3.042539 2.601958 2.254050 -1.205231 10.137793 14.560619 9.467916 8.874092 9.920667 8.066070 9.758226 7.595507 9.923562 7.229236 9.077696 5.794608 9.655275 9.145547 9.359710 10.820785 13.154975 11.387298 10.711980 9.147754 3.870138 11.413910 9.409317 10.375808 9.678778 10.106356 NA 8.512284 11.400781 9.098719 8.767903 11.637351 7.908349 11.609791 9.180470 9.980722 12.213778 9.823204 8.089779 6.302401 7.416659 10.666128 NA 10.924534 8.498511 7.508853 13.435361 10.197087 8.748804 11.236514 8.539442 9.583326 10.470825 8.808628 9.796016 8.978243 3.254035 11.300171 6.800232 4.981067 8.579242 4.627496 10.678014 4.882071 10.571863 5.538364 5.169648 NA -0.205397 10.948476 10.574737 10.528894 10.021622 9.418489 8.884601 6.088769 11.189606 10.504553 11.667282 9.604376 9.495914 10.945941 NA 8.764713 -1.205231 -1.205231 10.114280 9.976381 9.167473 8.738587 9.194420 13.390156 13.974283 3.116531 10.920667 11.695852 10.266283 -0.205397 6.286460 1.116564 1.794603 7.614786 13.966683 8.308335 8.796016 11.921796 NA 8.061394 9.579692 9.101808 8.958257 8.486351 11.251988 9.868749 11.321107 9.594698 9.625915 10.690940 8.515707 4.031483 7.021164 10.245819 -0.1619400 0.0982450 0.1138700 0.9476900 0.3982100 0.1262600 0.1096200 -0.1663900 0.0194790 -0.0033473 -0.0033473 -0.0033473 0.0000000 -0.1619400 -0.1619400 -0.4636800 0.0982450 -0.4811500 -0.4811500 -0.4811500 0.0950480 -0.1680500 0.4027400 -0.1724800 -0.1724800 0.1259100 -0.1682300 -0.1682300 0.1096200 -0.1754000 -0.1754000 -0.1793100 -0.1793100 -0.2922800 0.1213500 -0.4557700 0.0194790 -0.0033473 0.110 0.110 -0.175 -0.175 0.625 0.625 -0.175 -0.452 0.113 0.121 0.121 -0.166 -0.166 -0.461 -0.461 0.000 0.000 -0.464 -0.464 0.146 0.146 -0.447 0.127 0.100 0.100 -0.481 0.000 -0.168 -0.168 0.403 0.403 -0.172 -0.172 0.398 0.398 0.126 0.126 -0.165 -0.165 0.000 0.000 0.110 0.110 -0.175 -0.175 0.625 0.625 -0.175 -0.452 0.113 0.121 0.121 -0.166 -0.166 -0.461 -0.461 0.000 0.000 -0.464 -0.464 0.146 0.146 -0.447 0.127 0.100 0.100 -0.481 0.000 -0.168 -0.168 0.403 0.403 -0.172 -0.172 0.398 0.398 0.126 0.126 -0.165 -0.165 0.000 0.000 7.698489 11.700746 8.980722 11.996731 9.759670 2.254050 4.816973 9.245819 10.989598 2.495056 9.254039 5.302403 8.632235 14.253943 7.783292 8.571040 6.633812 7.627497 8.396378 8.564445 12.019966 9.452819 3.186928 8.456386 9.720903 10.886373 7.819747 6.229236 13.038971 9.230278 12.008462 4.254042 6.766151 7.089228 8.883396 11.341020 10.363988 10.291960 7.617975 NA 10.061979 8.744434 7.387064 10.244788 4.839002 10.292459 9.738587 6.356850 6.800232 10.061394 7.742975 13.554392 10.430326 10.500672 12.484715 12.536390 7.605179 8.815587 10.096104 8.387064 8.939266 9.355895 5.220872 7.445659 13.249614 8.316208 8.484605 5.860697 3.438466 11.288213 9.685632 12.503584 7.037782 12.780449 8.843094 8.049636 6.453318 11.295449 11.628091 15.990537 11.207796 12.115831 14.610641 11.344873 NA 10.778314 10.969221 10.754247 9.279430 9.359710 7.333766 9.860024 12.783647 10.992131 11.838996 5.783292 5.816976 6.186924 14.786648 11.055233 12.200812 6.529317 NA -1.205231 11.210085 12.695380 11.069548 6.614786 10.851922 11.283703 12.887034 10.720162 10.341020 6.536075 10.265266 10.046090 6.737122 10.374866 13.273819 5.409316 6.294453 13.426568 8.077696 12.047125 10.096104 2.254050 13.058537 6.891006 6.341502 8.002110 10.131114 9.248907 9.727560 7.742654 8.582510 7.664972 12.162159 9.937991 9.472327 10.849212 10.463049 10.799530 10.820093 1.794603 10.238587 7.532700 12.470832 9.558650 9.330855 9.920667 9.099734 12.792316 4.467032 8.532700 6.595507 11.400781 10.515279 11.263232 13.435361 10.751347 8.847175 9.796016 10.942766 10.367658 6.939265 9.570218 9.541122 2.116531 1.447685 -1.205231 10.363039 10.599791 9.362563 4.349195 8.061394 8.134458 10.163659 TCGA-CW-5589 52 0 NA 2378 kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387189e-06 6.242351e-07 10.4853348 9.8992377 8.4235399 6.5647699 12.0557316 7.2461648 12.2692769 NA 0.9007219 8.2492676 10.0550950 5.8163079 10.8743359 8.3440460 11.9306751 9.0883314 10.4849568 8.7574143 5.4329794 10.3490407 8.9958191 7.8542762 12.1617281 -0.4125390 6.1031892 NA -1.4123470 9.9554501 9.9647000 7.4140383 2.5874850 8.0325042 9.5467670 8.8354169 11.1266482 10.3659772 10.0079760 5.9184053 5.9798059 9.8084723 6.0713057 11.0332802 10.0753295 10.3581534 10.6098573 3.1110480 11.4896761 9.3482094 10.1396782 10.5892495 8.0366379 2.3948434 10.9653913 8.7439518 7.9947573 4.9968813 -1.4123470 9.6622999 8.3255816 1.1724235 6.9450411 8.9889451 6.4701317 9.6656402 9.5329333 6.3556735 10.9457148 13.0802815 10.3598040 10.7773140 16.2106922 8.3851510 9.7785486 3.7574180 9.0611951 7.4943804 6.6481850 1.7622212 9.3770231 9.2113710 9.1217922 9.4028726 8.0652476 8.2168462 9.3647447 6.7372365 13.8794874 10.9532651 -0.4125390 11.6955238 10.0205271 8.7969429 NA 4.9798059 12.3178534 7.4298394 9.8175099 7.0753294 7.2492671 10.7119339 8.8740472 12.5134620 1.9094275 9.0773373 3.9094179 NA 9.9472389 7.8282806 8.4578540 9.4838218 10.5185962 8.0200315 8.6789247 9.2537135 11.6886460 9.8030224 10.2443611 12.2221871 2.9094083 10.7073741 10.6153954 10.2118280 8.0713052 10.0952841 NA -0.4125390 2.8354188 -1.4123470 8.2277343 13.8489600 10.1188709 12.3401837 9.1883314 9.3630997 4.6749521 6.7012316 10.9172858 10.8416323 9.9760449 11.3276876 8.6683071 9.5285369 10.8371955 6.8775087 3.6318842 1.9094275 -0.4125390 8.5604693 13.9884689 9.9417388 10.5464046 9.5152674 7.2349477 9.8740472 8.0262811 10.0202923 12.9082195 9.0221175 6.8066579 9.9767659 10.2691671 8.8775084 10.5969682 12.8278336 11.1994364 9.1994363 8.9570867 3.5829774 11.5505661 9.2818473 10.9527182 9.3137075 10.7791656 2.8354188 8.8924111 11.3622765 10.4146138 8.5231554 11.5557962 8.8199105 11.2656494 9.7785486 10.2021993 11.3350530 9.3745757 8.0061224 5.9003717 7.4485764 10.2154792 NA 10.0163730 8.6828865 7.1836790 13.1759113 10.1487774 8.3867709 11.2989413 9.3688491 9.7454679 10.7154806 9.0733187 10.1601896 7.9139192 1.7574073 11.5268850 9.4800322 2.8354188 9.3179595 4.7560092 10.8169091 6.4516760 9.9706266 5.9711940 4.8354188 NA -0.4125390 11.0304329 10.6502102 11.0672697 10.2805408 9.4593947 8.8246158 5.5934494 11.6126290 10.7577275 11.5988914 9.2021993 10.0048146 11.8828279 1.1724235 7.7797824 NA NA 10.0011174 9.1061426 9.0642356 8.0283586 9.4172122 13.6584070 15.1578788 1.1724235 11.4229477 12.3654639 10.1193583 -1.4123470 4.5118285 -0.4125390 -0.4125390 6.9139186 14.9466556 8.2982959 8.2331480 12.0292665 NA 8.2168462 9.2301819 9.3440457 9.7199892 7.5931139 11.2920415 9.9974107 11.2636669 9.5614451 8.8855521 10.3680292 8.6495357 4.9552105 7.3908130 9.9505291 0.00166420 -0.00373950 0.01140000 0.60895000 0.00221930 0.00000000 0.00166420 -0.01507200 -0.01532900 0.01782400 0.01782400 0.01782400 0.01782400 -0.00263220 -0.00263220 0.00166420 -0.00373950 -0.60835000 -0.60337000 -0.60812000 -0.58882000 0.00286070 0.00097064 0.00388540 0.00695610 0.00000000 0.00416320 0.00416320 0.00128440 -0.00263220 -0.00263220 -0.00055444 -0.00055444 -0.03340500 -0.00484610 0.00450970 -0.01532900 0.01782400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.600 0.000 0.000 0.000 0.000 0.608 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.600 0.000 0.000 0.000 0.000 0.608 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.354018 11.975238 8.967950 12.308268 9.490618 NA 2.757407 9.722557 11.295280 2.394843 9.436895 7.971193 9.177141 13.045127 7.503369 7.721916 7.009554 8.492876 8.456312 8.503369 9.951077 9.492124 2.394843 8.630517 10.159588 10.634272 8.402873 7.929564 11.696504 9.802416 12.126030 3.342370 6.381905 7.488356 10.342794 10.796333 9.882684 10.738823 7.840155 -1.412347 10.274428 9.215023 7.544591 10.601510 5.407669 9.923996 9.186472 6.470132 7.576174 10.270484 7.749881 13.372584 10.528537 10.008502 12.813902 13.066823 6.984094 8.958177 9.761167 8.937323 9.394844 9.381093 6.581842 6.685521 13.290582 9.668307 10.299156 5.287930 0.587461 10.380280 9.098253 12.901081 8.308588 12.222187 9.101217 7.988369 6.114184 10.889557 10.636657 15.997228 11.327688 11.663303 13.754986 11.029396 0.587461 10.512302 11.509516 10.842223 9.154495 8.877508 7.362276 10.445470 12.844730 10.438067 11.551648 5.157347 5.470133 7.209541 14.136213 11.732626 12.261240 6.355674 NA -1.412347 9.630517 13.027775 11.222954 7.209541 10.949159 11.4138393 12.9820191 10.4849568 10.3490407 6.7871621 11.1696314 10.5420493 7.3721242 10.0843432 14.9643270 6.0713057 7.6481857 13.0855184 8.7748414 11.7075653 10.2935537 2.1724555 14.1138664 6.2091745 6.1188705 8.3871596 10.3077337 9.4020719 10.2792330 8.8889855 9.0063962 7.2528253 11.8001378 9.6508844 9.7736036 10.5514692 10.2344981 9.7555347 11.2320217 2.6749577 10.1832132 6.7167728 13.0503942 9.0672698 8.4838218 9.5152674 9.1653620 12.5340302 5.3289549 8.6549238 6.3017358 11.3622765 10.4947557 10.9554501 13.1759113 11.2127417 9.5189657 10.1601896 11.0301738 10.8021971 6.3085884 9.7834768 9.6270939 2.6749577 7.1535439 0.1724875 10.3411240 10.9074663 9.4739482 3.5416883 8.2168462 8.4028726 10.1406387 TCGA-CW-5590 51 1 1075 NA kidney stage iv t3a nx m1 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA NA 2 3 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5139468 10.3364653 7.6114350 NA 10.5400204 8.5144292 12.5173231 -1.4328440 1.5231103 5.1669524 10.0969591 6.2674796 10.9041049 8.5095549 11.9843657 8.6611182 10.3931918 8.7205928 2.1519887 10.3756026 7.8799238 7.2000354 12.9296694 NA 6.6755647 -1.4328440 NA 10.0473258 9.8018580 7.1557553 2.8889672 12.7812838 9.7001829 9.7174226 11.0133485 10.5245055 9.3598308 5.8979568 7.5270422 10.2596561 6.6277367 10.8131874 4.4739297 10.8881231 12.0593945 2.6545043 11.1078951 9.4806779 10.2522274 10.6398432 7.7065920 8.2622687 10.8416575 9.5016824 8.0182519 5.8524434 -0.4330388 9.8197060 8.4709224 0.1519887 6.0264725 8.7142455 2.1519887 9.5132158 9.7046721 6.4312268 12.3624259 10.9695198 10.9068906 10.4573048 15.9662184 8.6250323 9.8244285 3.8889672 9.3260966 7.4739314 7.4588241 1.5670586 9.3210929 9.1359468 8.9550579 9.7300613 8.8197062 8.4109618 8.7243877 6.8934702 14.3791427 10.6762183 1.7369512 11.6988975 10.6910520 8.9985382 NA 5.3872212 11.3101920 7.6624377 9.8131873 8.0264720 8.5284904 10.9864742 8.9300803 11.7940337 3.9933030 9.2027588 -0.4330388 NA 9.8036528 4.4496868 8.4125305 9.8587868 10.6686881 8.7218586 8.8616614 8.4296779 11.6901290 9.7642572 10.1264177 13.0416338 0.5670586 10.9881771 10.7281725 10.3219281 8.4829201 10.2992080 -1.4328440 -1.4328440 1.5670586 0.8890062 6.6114350 14.4557838 6.4435569 11.7161526 9.4918531 9.8279601 4.1216288 6.2252518 10.9580156 11.0568886 10.3169101 11.4194862 9.1918360 8.7432137 10.9891054 5.9333625 4.6963222 0.1519887 NA 9.8308965 13.7128136 9.7325757 8.6425196 9.6768712 8.7027500 9.6331298 8.0906026 9.7276557 10.1302368 10.0945176 5.6331289 10.2825564 10.1086213 8.8030549 11.8272251 12.7513736 11.3106128 8.4420220 9.1854260 3.1958200 11.3904078 9.2726729 10.0177364 9.4821731 9.1826702 -0.4330388 8.1927495 10.8512863 11.4970812 8.9488972 11.5491429 9.1650932 11.5230537 7.6833849 10.1491826 11.6341388 9.8816238 8.9783610 5.7667118 7.0387160 10.6155275 NA 10.8547530 8.6677030 6.8244280 13.0655159 9.6317833 8.1158625 10.8996367 10.5058851 9.6911620 10.6510683 8.9322694 10.3118744 8.7568652 1.5670586 11.1127291 7.1177875 9.2487886 5.9068906 3.5670465 10.6817590 6.8753795 10.2589629 7.2015251 5.1368968 NA NA 11.1817505 10.5963278 11.1049870 10.7664062 8.1799091 8.8338271 6.7702423 11.9781543 10.5592709 11.4994399 8.8314833 9.9896311 11.6985761 1.3743996 8.3017504 NA NA 10.1018298 10.3093500 8.7994617 8.3711716 9.3360519 13.4509725 14.3061619 3.4250161 10.8838878 11.8325091 10.1571598 NA 3.8889672 -1.4328440 2.8889672 7.3484006 14.2959177 8.5907951 8.1387935 11.7752750 0.1519887 8.2674801 9.2981134 9.3327410 9.3360519 7.7369654 11.4393307 9.6781763 11.2482790 9.7892317 8.6794801 10.6179096 8.6371614 4.2771591 7.1298940 9.9442511 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.955058 12.069002 9.259656 13.512119 9.559271 NA 2.026481 9.522691 11.152707 2.151989 8.767939 5.555724 9.115862 12.461290 7.696324 7.824429 6.824428 7.338530 8.104259 8.343474 10.792248 9.890095 5.121629 8.767939 9.707870 10.681434 8.635819 6.600463 12.046947 7.895715 11.847081 3.152005 7.022368 7.418790 8.110072 11.019797 10.7400931 10.3979519 8.1520029 NA 10.6511846 8.7934528 6.8291354 10.8602248 4.9593575 9.9948772 9.3294226 6.1139359 7.2394658 10.2627039 7.6059595 13.5844145 10.2928328 10.1849672 13.2288744 12.8117017 7.4703197 8.8719622 9.3302530 6.6277367 9.7617974 9.8850185 6.1520029 5.9157695 13.4592513 9.7734445 8.4739314 3.6114321 2.2674759 10.6558288 9.0006260 12.9015932 9.1425799 13.0416338 9.2054766 7.8731020 7.0943216 9.4481545 11.1139351 15.4684614 11.4194862 11.6955183 14.0045001 11.0068715 0.8890062 11.0047927 9.3492197 10.7758846 8.7994617 8.8030549 8.0413142 10.0668865 12.8970471 10.7602579 11.2339303 3.6545043 5.3219281 6.3872195 14.7604040 11.0611462 12.5527047 6.4262648 NA NA 9.6709840 12.6457752 11.6938886 7.3935887 10.7432138 11.3663222 12.6616132 10.3931918 10.3756026 7.3967632 11.5248682 11.0797810 5.4739297 10.1963972 13.9646791 6.6277367 7.5585623 13.1075065 8.8833221 11.6773608 10.1076530 2.2674759 13.7178985 5.7740543 5.8799238 9.3310829 10.3828242 9.1548181 10.6114347 8.5284904 8.6571530 6.7319476 11.9053591 10.2618338 9.5277665 10.8696795 10.6059596 9.6471920 11.1810602 3.2109031 10.2194374 10.6334662 12.8625584 8.7837863 7.3840239 9.6768712 8.9182449 12.2244707 3.3219281 9.2036651 5.7667118 10.8512863 10.5014686 11.3364652 13.0655159 10.5475373 9.7059523 10.3118744 10.6521811 10.7783601 6.0427735 10.0478308 9.7886276 -1.4328440 0.8890062 -1.4328440 10.3912038 11.2352874 9.5036785 3.8524384 8.2674801 8.5313815 10.3063993 TCGA-CW-5591 56 0 NA 2271 kidney stage iv t3a n0 m1 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 1 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 1.040392e-06 3.121176e-07 10.0324655 10.5670545 8.2321652 1.5526722 8.4966653 9.7101901 11.8144864 -1.4473278 -0.2024059 6.5861087 8.5456236 4.7226081 11.2164658 7.4804631 11.9673705 10.2224562 10.3171423 8.5456236 8.2686473 10.8513207 10.3183858 6.3728651 12.5525092 0.8746003 3.5526845 NA 0.5526722 9.7772900 9.8059418 8.4610779 3.1376511 9.0354933 9.1572385 8.5722762 9.9146291 10.6566287 9.8740497 5.2806075 7.3274727 10.2282013 0.1376347 9.1413998 6.9873140 9.5936598 10.0018339 2.6401582 10.8858406 8.8077139 9.7946685 10.8097784 8.0742860 7.6998903 11.0291176 8.6553565 7.8124283 7.3307627 1.7225972 9.6928759 9.0405254 1.1376347 4.1376511 10.4652005 4.6612080 9.2312855 8.0324657 5.5970782 10.8438532 12.4895992 10.8897497 8.8218119 15.2589115 8.3142365 11.5943444 4.3855760 9.4292023 7.7049702 7.4168718 1.6586913 9.3824081 9.2087167 8.9320635 9.6677289 10.0018339 8.3158977 9.1015072 6.9014136 12.8669853 10.4823136 NA 11.7514373 9.8669967 9.3981753 NA 7.7596998 11.2122353 7.5555002 11.2453008 8.6228063 7.8836019 10.6069504 9.0263909 9.8387693 NA 9.5929750 0.1376347 NA 10.4114434 5.5750521 8.9201000 10.3104920 9.3926763 8.6806795 9.7024325 9.5442072 11.7387949 9.3839926 10.3608451 12.5659207 3.0121217 11.1727447 11.1781659 9.7100322 7.3664665 11.2275396 NA NA 0.1376347 -0.4473278 4.1965441 13.1944548 11.2583177 12.6012573 9.1196908 9.9715920 6.7958591 7.0445384 7.8678347 11.6602294 11.2248896 12.0370689 6.9831384 8.1357683 10.4516645 5.6716274 3.5970782 5.3075742 -1.4473278 8.9883555 13.7505547 10.2682183 9.7892976 10.4648262 6.5583105 9.7194761 6.7572567 9.5175676 10.4666967 8.8264808 7.0038968 9.8935479 10.3303516 9.4353283 11.2341433 11.5484525 10.5694936 9.9810455 8.6638210 6.3172914 11.8010577 9.3134053 11.0208002 9.1774808 5.9450036 3.4595759 9.2539919 11.4800929 11.8098006 8.0030923 11.1530628 8.8288096 11.9062457 9.0947499 10.5403047 11.3161052 10.1005438 8.1124067 4.3600411 6.0284189 10.8908646 NA 10.5922898 9.2383101 7.1225412 12.4947416 10.6503882 10.0028655 11.0090397 9.2028396 9.8706631 10.5487315 9.0314550 10.9995101 9.0693703 3.2531270 10.8709456 7.2873947 3.1376511 8.8229806 7.6453630 11.3104920 4.9277258 8.5039700 5.2251091 5.5526845 0.8746003 NA 11.6454425 10.3138210 10.8191790 10.5342526 8.6883947 10.3580584 5.5429607 10.2457365 10.8933699 11.3638593 9.3656648 10.2806057 12.1123014 5.6079664 8.2286422 NA NA 10.0385146 8.9956287 8.8218119 8.1111059 9.1120623 14.1834075 13.9337212 NA 11.6128746 13.6388630 10.5788629 -0.4473278 3.7621362 -0.4473278 NA 7.8632980 14.6279973 7.4774976 9.1082330 12.9731061 -1.4473278 9.4900590 9.0680401 9.7682182 9.7150765 7.8700527 11.7046532 9.9487549 10.3692690 9.2251105 8.4745261 10.1614021 8.6201197 5.2037376 7.2617000 9.7049702 -0.00912860 0.64946000 0.46058000 1.34480000 0.44664000 0.86156000 -0.00995650 -0.00027724 0.45717000 0.22550000 0.20973000 0.20973000 0.22502000 0.00638710 -0.51671000 -0.00912860 0.64946000 -0.52518000 -0.50277000 -0.50277000 -0.46632000 -0.02164700 0.42940000 -0.01986300 -0.01986300 0.86156000 -0.49078000 -0.00360110 -0.01172900 -0.01422800 -0.01422800 -0.03331100 -0.03331100 -0.00858620 0.46956000 -0.00940460 0.45717000 0.22550000 0.000 0.000 0.000 0.000 0.448 0.448 0.000 0.000 0.000 0.464 0.464 0.000 0.000 0.000 0.000 0.457 0.457 0.000 0.000 0.907 0.907 0.454 0.458 0.649 0.649 -0.076 0.427 0.000 0.000 1.320 1.320 0.000 0.000 0.447 0.447 0.862 0.862 0.000 0.000 0.226 0.226 0.000 0.000 0.000 0.000 0.448 0.448 0.000 0.000 0.000 0.464 0.464 0.000 0.000 0.000 0.000 0.457 0.457 0.000 0.000 0.907 0.907 0.454 0.458 0.649 0.649 -0.076 0.427 0.000 0.000 1.320 1.320 0.000 0.000 0.447 0.447 0.862 0.862 0.000 0.000 0.226 0.226 10.9415098 12.3157939 9.9747501 13.4010148 9.6127056 NA -1.4473278 9.3918891 10.1762193 0.8746003 7.5328250 8.5256653 9.2470431 12.7875775 5.1965402 6.8969814 6.9450025 8.7778928 6.3792345 9.0334756 10.1087122 10.3418113 2.2531119 10.4797225 10.4535521 10.9083117 7.1856803 10.1230153 10.9987347 8.9396256 12.1131292 3.4106667 7.5555002 7.7425095 7.1072746 10.9285392 9.6806797 10.5533896 8.3324045 1.7225972 9.3462886 9.9250062 8.2001438 10.9047287 4.1072778 10.4180320 9.3050660 6.2806056 5.3728651 10.2742118 5.9873140 14.0318972 9.7615293 10.3008782 12.7834563 12.5697547 8.5112379 9.4782398 10.5611139 6.9363894 9.7307276 9.7049702 9.2304050 9.5526852 12.7183774 5.4834224 10.2878182 6.1225402 -1.4473278 10.3499415 10.6137189 12.7345364 8.2941525 12.5659207 9.0860149 9.1929302 4.3886097 11.8153674 9.8130168 12.8231996 12.0370689 12.3115331 12.7500556 11.3602415 1.3600271 9.8432803 11.4295859 10.7712485 9.4588243 9.4353283 7.6585935 10.0294315 13.0114764 9.6381578 11.7692781 6.4951995 4.9102386 8.2840042 13.2852216 11.5385273 12.3803257 7.9450025 1.1376347 -0.4473278 9.9102374 12.7848064 11.4650115 6.5805917 11.3165201 11.5227912 13.3821108 10.3171423 10.8513207 5.0121172 10.9088621 8.5068816 5.0121172 10.2975192 11.3875513 0.1376347 8.1600156 13.2621423 9.0141647 11.9887461 11.2895100 1.5526722 13.7367470 5.0565098 6.7474425 7.3792657 8.9694829 9.8847218 9.8638660 9.6394851 8.9747501 6.0365011 11.3680686 10.6631686 10.2023905 10.5473923 9.9107871 10.9124348 11.7033846 3.3075742 10.1590905 8.8029838 12.6691292 9.7119259 8.4966653 10.4648262 9.2342400 13.0628313 3.3075742 8.3059021 8.1130180 11.4800929 10.7624433 10.9247341 12.4947416 11.3405879 10.3752561 10.9995101 10.3568163 11.1337446 7.3950354 9.7766870 9.8017987 1.5526722 5.5861072 NA 9.2983596 8.9814956 10.3832006 0.1376347 9.4900590 8.6160805 10.4618283 TCGA-CW-6087 61 1 41 NA kidney stage iv t3a n1 m1 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 1 2 2 2 2 2 3 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.3358649 -0.9015804 2.8426571 2.7989422 8.1686265 5.7495584 11.5383364 8.4571568 12.8035979 7.5247705 11.1723124 5.9439963 7.0614014 10.4940397 9.1305513 5.5163588 15.2104463 -0.3165281 2.8533969 NA -1.9013110 9.7405573 9.1558203 7.1564977 4.9313947 9.1985109 9.6645596 9.3291265 13.1292589 10.6566871 9.1806546 8.8332152 9.3740481 11.0988577 4.4022856 13.1853052 2.6834719 9.1215667 10.6574046 5.4204352 13.9236382 9.3237130 11.4164834 10.9488878 7.6797060 6.7638418 10.4396546 8.3827511 8.3309263 7.7278619 1.0984869 11.2596374 8.6511748 1.4204555 6.2734320 10.2914148 3.5903625 7.8945450 9.2852388 4.6220694 10.9349465 10.6298870 11.5772752 7.1180960 15.1091538 7.1153142 6.4428009 4.8929204 9.4238109 7.8961671 7.5036469 1.2684344 4.2883290 9.6362093 9.1333046 9.5808093 10.4198699 8.2920308 8.6636076 7.6721530 12.6251882 10.6193697 NA 11.7702677 11.0321925 7.3392969 -1.9013110 9.0128907 9.7819388 7.7168908 11.4698738 7.4626405 9.9420341 10.8264260 9.1971956 6.4285712 -0.9015804 8.6984185 2.1859617 -0.9015804 10.5986005 3.2684344 8.7558239 10.0678921 9.6161750 8.9050551 11.3542718 10.4150699 12.8195006 9.1517525 9.8847751 14.3239201 4.7423620 11.5121070 11.5130586 9.7324090 4.4204352 10.9881996 -0.9015804 2.1859617 1.0984869 -1.9013110 9.7145948 13.5308517 6.1041290 4.0527028 9.2895648 9.8097422 6.1041290 5.6142063 9.2367774 11.2480939 10.6434699 12.0881395 8.2148495 9.9250540 10.3957084 3.0985038 5.0292408 4.5579369 -1.9013110 10.4953779 14.5755839 9.2615261 5.7638418 10.6228024 5.3931279 9.8024091 7.1401651 8.3493016 -0.3165281 6.2583776 6.2226268 10.4545503 8.3511711 9.5686560 10.9292188 11.8739101 12.3032295 11.0576019 8.8929213 4.1695402 10.8671034 9.6386336 8.6003426 9.0143849 7.0985059 3.5903625 8.4865229 10.9976736 1.7013716 7.4297582 11.0768585 7.9842020 11.9385950 8.6482903 10.2627840 12.5023830 10.8697887 7.5702011 6.6834677 7.5268654 10.7564939 NA 8.6269596 7.8433395 8.1305515 11.9763648 11.4012873 8.8374422 10.8365978 9.9479107 7.9549309 10.5527560 9.0151315 11.1524314 9.1746531 0.6834719 10.8058647 4.4735467 0.9058900 5.4822094 2.2684344 10.4338959 1.0984869 10.5489435 7.2307996 5.5983503 NA 0.6834719 11.4512387 10.2034318 11.0730994 10.2083362 7.8961671 10.6801416 6.4514765 8.5711963 10.9311978 11.2760808 9.0800729 9.4816699 12.3323499 6.9842020 8.8332152 1.2684344 -1.9013110 10.8979896 7.8912958 9.2412508 8.7815000 9.6932967 12.6694878 9.8761719 -0.9015804 10.4062756 14.1846832 10.5134550 NA 6.5037749 0.6834719 2.0054000 7.7832543 14.1177270 7.9626919 9.5116046 11.7678335 NA 9.7665041 9.8032435 9.3511709 9.0527020 8.1659401 11.6630123 10.3740481 10.9767481 9.4316664 4.8127498 10.0351434 8.9377093 4.8068293 6.6115619 10.1642582 -0.02603000 0.01140000 0.24965000 -0.00788630 0.48630000 0.00666530 -0.00193990 0.00763920 -0.00332430 0.03228100 0.03228100 0.03228100 0.03228100 -0.03040400 -0.03040400 -0.02603000 0.01140000 -0.00825950 0.12388000 0.12388000 0.12388000 0.00000000 -0.00788630 -0.00691950 -0.00691950 0.00666530 -0.03074900 -0.03074900 -0.00193990 -0.00470790 -0.00470790 -0.00857660 -0.00857660 -0.24363000 -0.00277070 0.00027728 -0.00332430 0.03228100 0.000 0.000 0.000 0.000 0.238 0.238 0.000 -0.244 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.145 0.145 -0.243 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.254 0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.238 0.238 0.000 -0.244 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.145 0.145 -0.243 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.254 0.486 0.000 0.000 0.000 0.000 0.000 0.000 11.819712 11.100090 9.082212 8.822166 10.139822 10.866276 1.420455 9.067172 10.191600 6.770931 8.421560 4.943996 8.683468 14.745950 10.136739 10.616667 6.081499 7.255853 9.434454 8.353534 9.786319 10.083636 9.036615 9.080786 10.074149 10.019231 6.263412 5.943996 11.137767 7.814468 11.906351 2.956484 7.275925 7.562030 5.524769 10.533394 10.4271805 10.6015859 7.8880394 -1.9013110 10.5479122 9.2870943 7.4582549 11.1234720 6.8798650 10.7589472 9.9134884 5.9688695 6.5782851 10.2687436 7.9138887 14.0802289 10.1174012 10.4380772 12.9078717 12.7529178 8.7788650 10.5307864 10.2990976 7.3488043 10.0277639 10.8741159 8.0053961 5.4648283 13.0105528 5.0642879 6.2017926 3.7132119 -0.9015804 11.7326359 9.8289757 13.3232609 8.8084510 14.3239201 9.2017934 8.8831403 5.0228427 10.9317910 10.0307202 11.6596741 12.0881395 12.5903587 13.0514288 11.2256939 2.7989422 10.0016342 8.8399725 11.0543371 9.8144676 9.5686560 8.0772158 10.0494259 13.0709020 13.2952613 12.2886381 5.7850064 7.4113881 5.0871912 13.2535344 11.2316477 12.3388497 6.2174459 3.6834719 NA 12.7122950 13.2193104 11.9493741 7.0871902 10.4870610 11.22456465 12.73569644 11.17231236 10.49403973 9.19916780 10.10938328 13.61454409 5.98114940 10.94046292 11.92445809 4.40228559 4.63766241 12.84195624 8.94085592 12.19167550 11.21192217 2.49082681 13.03505148 8.31735925 8.86751690 7.71652386 10.18497350 8.68440710 9.66455964 7.61420555 9.28461985 7.21744691 10.51398325 10.23997413 9.36353447 10.71551376 10.64997348 10.09285900 10.84585938 6.15920129 11.40470965 5.56611190 12.27303259 9.63766440 5.41138896 10.62280236 9.82597511 13.26643325 8.05415550 8.66646156 3.26843439 10.99767361 10.88661210 11.88170843 11.97636482 10.88518356 8.81189195 11.15243145 10.19060202 10.83865519 8.10833418 9.59785312 10.07076740 1.79896293 0.09855431 1.68347189 11.57208446 10.81239466 9.56763861 3.42042850 9.76650406 6.96269130 10.92187277 TCGA-CW-6088 60 0 NA 3222 kidney stage i t1b n0 m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 3 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3392217 10.2736763 7.3724167 -1.8541269 12.7229610 6.9243446 12.0971980 0.4679055 -0.6029638 5.5297085 10.5785463 6.8975478 11.2941631 8.4033921 11.5788072 10.4477863 11.5587065 9.6933808 4.9008910 10.2087251 8.4290929 7.3787370 11.1405523 NA 5.1232854 -1.8541269 NA 10.2979723 9.7440568 7.4611536 2.5383147 8.6267947 9.4864109 9.9112904 10.2397520 10.7417280 9.2919364 5.7005923 8.9757270 10.4180509 5.5210445 10.1897152 5.6537995 10.5128730 10.6800640 2.1460035 10.9332947 9.7662241 9.8028761 10.5307881 8.3915572 2.1460035 10.8955763 7.8840966 8.2093993 6.3700056 -1.8541269 9.8866283 8.7588728 0.1460035 5.8464432 8.9224375 1.6054469 9.8696652 9.9067242 5.8325052 12.0975723 14.2474671 10.4308284 10.8608938 15.8163494 9.1842374 10.5079481 4.7607160 9.0588936 7.8568108 6.2440365 0.4737350 9.3209300 9.8935555 9.0914481 9.3426065 8.3591087 7.9883546 9.4232918 7.3481279 13.7511945 10.5359045 NA 11.4977718 9.6079953 8.1835515 -1.8541269 2.0529027 12.2688324 7.9581815 10.3259134 7.8891559 6.7826287 10.9092167 9.4701848 11.6023126 4.2957524 9.3814203 -1.8541269 NA 10.3514922 6.8602502 8.2662421 9.8988032 9.9549685 8.4532052 8.1558332 9.1261438 11.5651337 9.3778254 9.8342547 12.8125058 3.1002040 11.6646981 11.6428581 9.6408598 7.8325046 10.5452823 -1.8541269 -0.8538662 1.6054469 NA 8.9008919 13.4042759 4.5210445 12.6010104 8.2427197 8.9685752 3.8464432 6.8568102 9.7907619 11.5568532 10.2649455 11.7860798 9.1642045 6.9371678 10.4900228 6.5468837 6.4903006 0.9533770 0.7310094 9.5617462 13.0241990 10.3206180 10.8019822 9.9306392 7.9224375 10.8737121 7.8113400 10.0436457 12.0635629 9.3027196 5.3058757 10.4627384 10.3419916 9.8250445 12.2438719 11.9476117 10.7880560 10.2006087 8.5780764 2.7701102 10.6008177 9.3706089 11.1970433 9.5516777 10.3751236 0.7310094 9.3438353 11.2833157 8.2805462 8.7683034 11.4238729 9.4267751 11.8358932 9.3542388 10.3712118 10.9577804 9.3259134 8.0839080 4.8184313 6.1903976 10.5897249 -1.8541269 10.6683407 9.4549122 8.0870517 12.4693406 9.8377479 9.0566472 10.6941038 9.7574904 9.8747751 10.4473862 8.6318337 10.8287795 8.7524094 2.5383147 11.7719414 7.2752874 6.9002908 5.9533584 4.7309660 11.0828263 6.5340211 9.4498021 6.3535562 4.7158604 NA -0.8538662 11.0337962 10.2947987 11.2673760 10.4007377 8.3566756 9.6127539 5.9737605 11.8403622 10.5881703 11.9110832 9.4880789 10.2957515 12.7888458 -0.8538662 7.7808153 1.3159140 -1.8541269 10.0468712 10.2427196 8.0767419 8.7449872 9.0965602 13.6242368 15.7532769 0.7310094 11.6514438 12.3494288 10.1746012 0.1460035 4.7005951 -0.2689906 2.4679315 8.5468837 14.2903240 8.0603895 9.5035564 12.0515794 NA 9.1304228 9.0651210 9.0408220 10.0611368 8.1544328 11.4061888 10.4045703 10.7696573 9.9984208 8.7243771 11.2543655 8.5415385 5.6635951 7.5987605 9.1488195 0.00018228 0.00485790 0.01042400 0.01126100 0.02328600 -0.52553000 -0.00318590 -0.03013100 -0.04698900 -0.06946600 -0.06946600 -0.06946600 -0.05603800 -0.01230000 -0.01230000 0.00018228 0.00485790 -0.52573000 -0.52573000 -0.52573000 -0.52573000 0.01474900 0.01126100 0.00360760 0.00360760 -0.52553000 -0.00263220 -0.00263220 -0.00318590 0.00000000 -0.53124000 0.00903120 0.00903120 -0.00346270 -0.01023200 0.00972760 -0.04698900 -0.06946600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.526 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.526 -0.526 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.526 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.526 -0.526 0.000 0.000 0.000 0.000 7.3234241 12.4391886 9.4133764 13.5481504 10.6095287 NA -0.8538662 9.5183252 10.6401099 0.9533770 9.3915570 6.0885190 9.6161548 10.1547831 6.3796244 7.3530189 7.3209296 7.6176798 7.2597461 9.1876636 11.4410558 9.9100466 3.2334740 8.5393950 9.3109113 10.8281211 6.9404205 4.8184313 11.8977576 8.9852081 11.7843056 3.1002040 7.1002008 6.9629885 10.2070380 10.9428551 10.232472 10.653799 7.514511 NA 10.090716 9.286195 5.613611 11.599661 5.653800 9.756568 9.900057 6.325913 7.384409 10.538858 6.910877 13.656769 9.387988 10.542074 13.409017 12.521926 8.264945 9.099473 9.531867 6.782629 9.658745 9.249292 6.034748 6.022521 13.219477 9.257792 10.020986 5.503555 2.467932 9.918319 10.183208 12.552276 9.564384 12.812506 9.733782 8.569120 6.570968 9.350575 10.111789 14.804983 11.786080 12.334825 12.956476 11.380223 1.146003 9.474679 10.195853 10.545816 9.324669 9.825044 8.221484 10.015984 13.115481 10.273999 11.322957 3.789865 5.212095 7.663674 13.331945 11.003791 12.897235 6.040822 -1.854127 NA 11.133446 12.400147 12.087966 7.830753 11.470747 11.1168293 13.5252135 11.5587065 10.2087251 5.8533645 12.2551821 10.3603234 6.1346892 10.7438241 15.7792093 5.5210445 7.2228200 13.4371581 8.8550880 12.0759100 10.9529567 2.8464532 14.3449098 6.5111027 6.1683713 9.7339740 10.3960066 9.5199570 10.6957890 8.6003036 9.0123019 6.3986702 12.4567591 10.2397520 10.6703012 10.0972891 10.1063683 9.8958738 12.0333202 1.7309660 9.9355380 6.6967506 13.0774441 9.1951721 8.4325619 9.9306392 8.8958821 12.9146022 3.3159285 8.5858354 5.4406267 11.2833157 10.5435239 11.5488832 12.4693406 10.3687992 10.1649000 10.8287795 10.5685948 11.1916514 6.3456767 9.4858543 9.3998519 -0.8538662 0.4679055 NA 10.6441056 11.0160916 10.6376070 4.3939310 9.1304228 8.2970208 10.4966674 TCGA-CW-6090 68 0 NA 2552 kidney stage i t1b nx m0 19-3-2015 male 2003 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 105.52.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 2.288862e-06 1.28315e-06 10.16825304 9.92424659 8.35737957 NA 9.75497182 6.32521010 10.55377663 -0.51292532 0.85718481 3.48701035 9.66754553 5.34499533 10.51699197 9.10631769 12.52987101 8.01253571 10.17788566 7.49263915 2.18745105 10.22721701 9.63167291 7.82454766 13.65564762 -1.51292532 7.34499533 -0.51292532 NA 9.93822580 9.36353162 6.77703302 3.01058293 13.69482976 9.69463909 9.54161899 11.77443849 10.60498236 9.23772169 5.22848010 6.57447697 9.74734611 7.91955640 11.41256911 10.51457510 10.60205828 11.34887701 4.73494260 12.07947172 9.99282620 10.35853495 10.81681103 7.84456643 1.65695393 10.16649478 9.81849143 7.27164977 6.28791365 NA 9.22595137 8.04160330 0.07203718 7.28791457 8.75614130 3.48701035 9.11363643 12.05116417 5.54229830 9.90061613 15.43029640 11.01057664 11.28730791 15.58724581 8.51768198 8.24190214 3.97886373 8.67683931 7.84016170 9.32069542 1.29437078 3.18745105 9.87503189 9.42070534 9.26097809 8.97183752 8.00271433 9.62912180 6.48701517 13.50508442 10.90855355 NA 11.58043223 12.00803841 9.28386553 NA 6.92164341 11.14433309 7.27164977 9.91537480 10.16693457 7.72063417 10.65756570 8.82017003 9.30931468 2.80894101 9.80950625 NA NA 9.83518953 5.02617151 8.44701667 8.72183197 11.30938631 8.37575799 9.86096730 8.85442928 12.34208459 9.72601647 9.55579296 12.42402059 NA 9.86652847 10.13132157 10.38825865 6.64688555 9.38637167 NA 0.07203718 -1.51292532 0.80892043 6.86205458 15.13134979 1.48702321 6.14522705 8.74322344 8.70376068 5.02617151 5.55310242 11.24357097 10.76923436 9.90539438 11.55215475 8.36045866 10.58636244 11.24523787 4.96274797 5.05686961 -0.51292532 0.80892043 9.41108490 14.35802949 9.89534443 7.50938232 9.32779266 7.23855855 9.78908235 8.59815041 10.08175917 1.65695393 10.97334694 5.24190118 10.68667779 9.97836669 8.70739296 11.55830940 12.68638028 10.97686266 9.67683931 9.38895258 2.98781199 11.44357231 9.52181359 9.89321961 9.88629254 6.04925611 1.29437078 8.20811386 11.11432056 9.11349944 6.09988218 11.48578137 8.16649453 11.18940386 6.39390523 9.84181497 12.91635602 10.14388635 8.24121716 5.87071980 8.62784428 10.33015052 -1.51292532 10.70557787 8.41479261 6.69646823 13.89331934 9.40438672 8.73968004 11.07361990 9.21408424 9.18571939 10.97648386 9.12725951 9.54838595 6.74910917 -0.51292532 10.73108114 4.84456643 2.87933328 1.48702321 4.69646684 10.54500634 5.58504666 10.97456832 7.00405413 6.86639246 NA 0.07203718 10.71041308 10.23016602 11.37366387 10.35313447 8.59030260 8.09803945 5.27583025 11.47782777 10.40326740 11.68284820 9.13896316 9.91380360 11.27185394 0.07203718 8.10539994 NA NA 9.88094138 8.71943571 9.54568290 8.56383042 9.15235051 13.89915444 13.20891489 3.87933328 10.55646448 12.37851360 10.40811178 -1.51292532 5.41775127 -0.51292532 -1.51292532 5.92164341 15.65265775 8.04160330 7.36045910 11.87328134 -1.51292532 8.52730458 9.48225900 8.94439553 8.84676408 7.20126040 10.88816088 9.68054009 11.40866967 9.59880232 8.11454870 11.06703767 8.02811105 3.76908407 7.00377874 9.93667916 0.3544700 -0.3074500 -0.2947300 0.0420240 0.0317180 -0.3083900 -0.3193500 -0.0169720 -0.0361290 -0.1465700 -0.1465700 -0.1465700 -0.1422000 -0.3213500 -0.3213500 0.3486900 -0.3074500 -0.3162200 -0.6712200 -0.6712200 -0.2947300 -0.2944900 0.0420240 0.0402570 0.0452820 -0.3233000 -0.3162200 -0.3162200 -0.3163400 0.0224440 0.0224440 -0.3048700 -0.3048700 -0.6693600 0.0055529 0.0413170 -0.0361290 -0.1465700 -0.316 -0.316 0.000 0.000 0.000 0.000 -0.305 -0.669 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.018 0.340 0.000 0.000 0.000 0.000 0.000 0.000 -0.650 -0.295 -0.304 -0.304 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 -0.323 -0.316 -0.316 -0.147 -0.147 -0.316 -0.316 0.000 0.000 0.000 0.000 -0.305 -0.669 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.018 0.340 0.000 0.000 0.000 0.000 0.000 0.000 -0.650 -0.295 -0.304 -0.304 0.000 0.000 0.000 0.000 0.000 0.000 -0.323 -0.323 -0.316 -0.316 -0.147 -0.147 2.946450 10.994314 9.241067 11.768945 9.334072 10.000742 1.946431 9.504519 11.105951 4.101726 7.387881 3.531406 9.245238 13.761575 7.587677 8.982870 6.026174 7.332505 8.235208 7.851149 8.221724 9.221724 4.509385 8.452799 10.030046 11.069157 9.315945 2.294371 12.345967 8.462863 11.966782 2.294371 6.883620 7.452799 11.260154 11.001236 11.1601029 10.9967897 7.2716498 NA 10.8173714 9.1638532 7.4207056 10.4592765 3.3449989 10.4203365 9.5176818 6.4295289 7.2012604 10.6731289 8.9143274 13.4173362 10.7233279 10.1113532 13.0334872 13.4718781 5.7998981 9.2814305 9.9011713 9.7549718 9.3007959 9.3071935 5.3325039 7.7677852 13.7226176 9.3079913 9.0644434 6.2217244 2.4870232 11.2650918 8.0416033 13.6900950 9.2089683 12.4240206 9.1227328 5.9627480 7.0632344 9.5355015 11.2576785 16.5108502 11.5521547 11.7622662 14.6364641 10.3916493 0.8089204 9.4118272 9.5375436 11.7171852 8.7455805 8.7073930 8.2700131 10.3254307 13.1256768 11.1111247 11.3424672 2.1874511 4.3449989 3.8793333 15.5785872 11.0122908 12.0895976 6.4470171 NA NA 9.2081139 13.0703913 11.7572895 8.0222901 10.9114434 11.114321 12.166275 10.177886 10.227217 7.758478 11.306795 11.145449 6.307194 9.904867 14.708337 7.919556 5.753802 13.047104 8.995800 11.977991 9.480661 3.531406 14.408553 4.910426 5.734943 8.867746 10.472501 7.797627 9.957165 8.615769 9.468689 8.321486 13.093825 10.919818 9.607253 10.433921 9.916944 10.505215 11.424021 2.879333 10.154126 9.819051 12.602774 8.274917 7.411827 9.327793 8.868114 12.637317 6.553104 8.719436 4.101726 11.114321 10.864225 11.067038 13.893319 10.908028 9.374997 9.548386 10.272467 10.997037 6.753801 9.356608 9.595539 4.268375 1.294371 NA 10.520093 10.861989 8.794215 1.294371 8.527305 7.968814 10.510422 TCGA-CW-6093 73 0 NA 3146 kidney stage i t1a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 2.878418e-06 9.710324e-07 9.90514990 10.19042807 7.45319819 5.84690195 11.99891687 6.76831138 11.50885838 -0.63688501 NA 5.73812469 10.89592830 6.37989297 11.32850900 8.35318918 11.82724826 9.56459671 10.53175758 9.22028884 2.45053825 10.36449364 7.74462868 7.64385619 10.32814812 NA 5.94804712 NA NA 10.25106753 9.48461891 6.66686593 2.82252622 8.36449364 9.56704512 10.01503405 10.02129691 10.92150610 9.81943987 5.97779508 1.94804011 10.69540179 5.81429662 10.09610079 5.09100582 10.34251063 11.17886898 2.17043787 10.65079776 9.70793609 9.87927783 11.00649068 7.95741029 -0.05199728 10.69119093 8.10623681 8.01951011 5.92532774 NA 10.20504288 8.51916838 0.36311499 5.18326418 8.59070119 1.68499822 9.37291402 11.25676614 6.83881944 11.91945737 11.74259917 11.12068377 10.65713174 15.80388972 8.58829301 8.22572271 4.59190676 9.09440447 7.81016865 7.46111760 1.68643329 8.47552512 9.40596237 8.84488493 9.45253593 8.85794089 7.81635587 8.78935008 7.75110281 13.08871796 10.78172870 NA 11.83957851 10.58643553 7.40747937 NA 2.68502066 11.68937443 7.86492278 10.07475240 7.47942945 7.15424801 10.91791407 9.08076184 11.05524759 3.61100709 9.25410953 -1.63710936 -1.63710936 10.48591341 6.39099091 8.70182175 9.86939304 9.90563370 8.58949760 8.24113611 8.97871503 11.82978773 9.52358724 9.48072862 12.52413855 0.94807750 11.74653863 11.46193996 9.56826777 6.98513721 10.34322503 NA NA -0.63688501 NA 7.83881881 13.73333009 2.17043787 11.57573380 8.24113611 8.83881881 2.45053825 6.23960235 11.37011267 11.15750130 9.83425250 12.34678715 9.24649241 6.50774391 10.49429929 5.82251602 5.46111597 1.68499822 -0.63688501 9.57070996 13.84576735 8.65885448 9.51600392 10.11588418 6.97779508 11.11525698 7.42917489 9.74257757 9.96856499 9.69344218 4.72063964 10.67257314 10.16196223 9.55352735 11.51172088 12.17033972 11.25998542 8.99061938 8.74307025 3.78498550 10.90030381 9.11295472 10.68810971 9.77512595 10.11253594 0.94807750 8.68951478 11.26055276 8.68668050 8.75158724 11.69133961 9.30119482 11.87446748 7.92913944 10.67313007 11.27429014 10.20975113 8.22905046 5.34036643 6.63454826 10.74894780 NA 9.56337095 9.14935515 8.13457469 12.98947893 9.40406010 8.54050509 10.90635895 9.60982605 10.00242617 10.36269091 9.14608367 10.67568478 7.67142430 2.88664769 11.29677606 6.44523506 5.13087323 5.59190377 4.90147032 10.68501356 6.49236917 10.63459808 5.58563861 4.26997568 NA NA 10.74894780 10.33606520 11.37431269 10.20031908 7.75325420 8.83562411 6.29677675 12.63746358 10.84488485 11.60759793 9.20622123 9.89202788 11.60238561 NA 7.42917489 0.68499822 -1.63710936 10.03374165 9.18724863 8.83272739 8.79144554 9.44722935 13.88946239 14.62994515 1.17043787 11.28641291 11.87162302 10.32417334 NA 5.08964221 0.68499822 -0.63688501 7.71843629 14.04226309 7.98513721 8.92246250 12.01951029 NA 9.09270614 8.84340102 8.79979708 9.53301040 8.35177009 11.60491965 10.30999172 10.63191977 9.76237938 9.42175369 10.86318040 8.93673274 5.14142462 7.21583291 9.52232612 0.00110930 0.00499690 -0.00069303 0.00114860 0.49649000 -0.00304750 -0.00421910 0.00041593 0.01042400 0.01684500 0.01684500 0.01684500 0.01684500 0.00485790 0.00485790 0.00110930 0.00499690 -0.00013862 -0.52685000 -0.00069303 -0.00069303 -0.00443120 0.00166420 -0.00110870 -0.00110870 -0.00304750 0.00000000 0.00000000 -0.00421910 -0.00038679 -0.00211730 -0.00124730 -0.00124730 0.00124810 0.00263570 0.00694350 0.01042400 0.01684500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.496 0.496 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.496 0.496 0.000 0.000 0.000 0.000 0.000 0.000 10.4258062 12.3232684 9.0504612 12.6127915 10.4907574 NA 0.6849982 9.4872068 10.8815025 0.9480775 9.7107068 4.5529119 9.3916822 10.7413803 6.1896348 7.3992591 6.5479603 8.3546073 7.4846191 8.5919041 11.0589662 9.4512111 1.5330151 8.5026369 9.9373904 10.4258062 7.8787854 7.6850136 11.6768188 9.5298762 11.8840515 2.2699906 6.8142966 6.5026361 10.6333807 10.6861402 10.855439 10.441570 7.331752 NA 9.745169 8.758620 4.091006 11.336783 5.183264 9.830181 9.012342 5.091006 7.248781 10.358853 7.522957 13.612940 9.812750 10.660288 14.455739 12.530660 8.414295 9.338933 9.530503 4.789348 9.751103 8.895441 3.886648 6.221067 13.263009 9.621062 9.043445 4.512834 1.684998 9.975954 10.093556 13.606743 9.470303 12.524139 9.550437 7.986967 5.519825 8.485913 12.244295 15.071051 12.346787 12.178168 13.333820 11.220678 1.363059 10.330672 9.855940 9.193601 9.112955 9.553527 8.239602 10.103709 13.044379 10.310357 11.595955 2.822526 5.562758 5.582255 13.812516 10.722835 12.678801 6.144444 NA NA 12.328960 12.695681 11.948749 7.846901 11.224366 11.365373 13.541244 10.531758 10.364494 6.049585 11.232101 10.976875 6.925328 10.889585 14.349150 5.814297 7.147720 13.620424 8.640373 11.858191 10.925805 2.450538 14.154833 5.827428 6.104553 8.819008 10.691199 9.420400 10.053083 8.769290 9.002906 6.176867 11.771150 10.298250 9.814812 10.216005 10.093556 10.102022 11.938625 2.755400 10.047834 8.077331 12.803216 9.613384 7.944286 10.115884 9.161128 12.703422 2.755400 8.744628 5.482025 11.260553 10.602386 11.229592 12.989479 10.901032 9.583464 10.675685 10.648199 11.204276 5.729409 9.339650 9.644436 0.363115 6.282605 NA 10.423781 10.984609 10.362381 3.648488 9.092706 8.126298 10.309261 TCGA-CW-6096 44 0 NA 2701 kidney stage i t1a nx m0 19-3-2015 female 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-CW-6097 32 1 571 NA kidney stage iii t3a nx m0 19-3-2015 male 2004 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 105.52.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.5916650 12.8608188 11.9400485 9.7002401 14.7166043 8.3559659 9.0794979 4.6072238 9.0996016 7.4578454 8.1603016 1.9984122 9.0677293 8.8613611 8.6350386 9.4171099 9.7160903 7.8031902 8.2098155 7.4741472 12.9731153 11.2046957 NA 11.6022257 12.2342116 9.0129924 -1.3233715 8.2214503 10.4950680 7.0558637 10.6598357 8.4870574 9.4838408 10.7181450 9.3656103 10.0668052 1.8463930 9.0901137 NA NA 9.8489133 7.1235689 8.5077931 9.1961221 9.6422702 9.1990674 10.5934849 9.2791848 12.0118217 9.6153302 9.8173156 15.0406205 4.9053028 11.4025486 11.6221126 9.7639486 8.0666549 10.1961221 NA -0.3235520 0.2614706 NA 6.4966653 13.7272273 5.6877130 9.9699574 8.4822296 9.4814235 5.6306821 6.5282353 12.0603251 11.5150988 8.9995406 11.6788385 8.7126594 9.2708104 10.4073805 6.5773533 2.3769293 4.2000492 -0.3235520 9.9142933 14.7421333 8.8992808 8.8338328 10.3656102 6.2463416 9.9444430 7.3275374 9.0180491 9.7566370 9.1194293 9.3338043 10.1816671 8.5172639 9.7009330 11.2007826 12.4904674 11.9809797 9.7778050 8.3524430 2.7639427 11.2458668 9.6197332 10.3026511 9.9670807 9.7612943 -1.3233715 8.4162664 11.1266661 5.2368944 6.9646597 11.1246021 8.4044063 11.6560896 7.0384296 9.9010904 12.3912679 10.9647751 8.5523271 5.4313722 8.2000477 10.8105912 -1.3233715 10.9708194 8.3559659 8.0985506 12.3418217 9.8141175 9.0274250 11.1191702 9.4009996 9.3821182 10.8005263 9.0805631 10.7304117 8.1501915 1.9984122 10.8211441 6.3975857 4.2614481 8.6905061 4.3769224 10.4962657 5.0858750 10.1898532 6.6012984 4.7425776 NA -0.3235520 11.1194293 9.7843567 11.3288827 10.4557948 9.2623873 9.0319360 6.9665043 11.3851387 10.2852027 11.4568205 9.0762977 9.8992808 12.1723408 -1.3233715 8.1297565 -0.3235520 -1.3233715 10.1486689 9.0296326 9.0263198 8.5908711 9.0698764 14.3370110 13.8583757 -0.3235520 10.6530499 13.2329320 10.8501629 -1.3233715 5.1027505 -0.3235520 NA 8.1131973 14.9443698 8.0318368 9.8908049 11.6270417 NA 8.7290537 9.3620144 9.8275023 9.1471446 7.3311221 11.7278647 9.9297423 10.7748469 9.6451526 8.4578454 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10.379957 11.419216 9.001791 11.601855 10.497064 -0.323552 3.376929 9.546080 10.234428 1.998412 9.194155 3.376929 8.908907 13.245214 8.946781 8.929151 6.283816 7.771883 9.118392 8.464389 13.662861 10.284741 6.947949 8.580367 10.180311 10.427193 9.741229 5.816036 11.615514 9.367357 11.939746 3.200049 6.320342 6.984825 3.483842 11.097236 10.9229295 10.2141895 7.7043920 -1.3233715 10.2257892 9.0006662 5.0858750 11.4223702 6.7797732 10.6971186 10.2161294 5.7850090 8.6027820 10.6390204 7.9618878 13.6116969 10.0628872 10.4946685 12.9410750 12.9811936 8.9232264 9.8211440 10.9708194 8.3941621 9.6012984 9.2501331 6.9526096 7.1763317 13.0492149 8.0362352 6.9756944 5.4313722 1.9984122 10.6368498 11.0121553 13.3872922 9.4271928 15.0406205 9.4137331 8.3418217 5.2671462 10.6722530 12.5553031 15.1650635 11.6788385 12.9473651 13.4170045 11.0953925 1.6764931 10.3782255 10.6332249 10.9127990 9.4363740 9.7009330 8.1501915 10.7009330 12.8301170 12.3108431 11.9303333 5.6072238 5.7639480 5.0163359 13.8033564 11.4137332 12.7172036 7.9779822 NA 0.2614706 11.0065623 12.9170536 12.3081131 7.0029151 10.9485324 11.0076827 13.0901137 11.3937338 9.4363740 8.3786586 11.5231515 11.7207091 7.0816272 10.7606298 12.0927556 6.6988533 7.2387286 12.6937214 9.4372057 11.9926259 10.6027818 2.6764931 13.1269883 7.7776998 7.6451526 8.0813295 10.2506062 9.1027505 10.0980247 7.3769259 9.0805631 7.4643881 11.0034770 10.6754288 10.7659363 10.3306742 10.0196715 10.2010275 10.9633323 4.2310714 10.4048315 6.9196595 12.7133857 10.2325128 6.3838442 10.3656102 9.4979967 12.8129964 9.1338666 8.2576863 5.6877130 11.1266661 10.4938693 11.1884855 12.3418217 10.7646115 9.5743313 10.7304117 10.7879475 10.6845677 6.8663109 9.4221602 10.1613086 7.8489133 3.6764818 0.2614706 12.0489428 9.8952549 9.7016253 3.1359124 8.7290537 7.5773525 10.1832892 TCGA-CZ-4853 82 0 NA 774 kidney stage i t1a nx m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2.5663e-06 9.363527e-07 9.4336128 9.5151362 7.7366637 8.4800352 13.4376115 7.5849753 12.6299571 NA 0.7418337 9.7333550 8.9937058 8.3650280 10.7430226 8.1350828 11.4942062 8.6954820 10.9617510 9.3216260 0.4811956 10.1286212 8.6640536 6.2987866 11.9788150 NA 7.0840473 NA -0.8408875 10.0870126 9.9323739 7.5450973 3.0172093 9.6415384 9.7762429 9.2710224 10.5975067 10.1574725 8.1350828 5.9007026 9.4630155 9.9430515 6.7441974 10.3307242 3.0172093 10.8270115 10.1017492 1.9665781 10.5789315 9.6832866 10.0426416 10.3425599 8.1760430 2.9141244 11.1135509 9.4845176 7.4675738 3.3291667 0.7441611 9.0349841 8.3378997 0.1592417 6.0172160 9.4204893 0.4811956 10.7730241 11.6137910 3.9921249 11.7489958 10.5485971 10.1464987 9.4024086 16.6403758 8.0661253 10.4808810 4.3880517 9.0833049 7.5515522 4.0418738 2.0728261 9.4347773 10.2974073 8.7840302 9.7702595 7.8734804 8.6749344 8.7080565 6.6349678 13.7163094 10.8064682 NA 11.5315556 10.4951665 7.9665897 NA -0.8408875 12.6587692 7.5558392 9.3203664 8.6390150 8.1885221 10.6565875 8.8509781 13.1903582 1.4811439 9.3820295 NA NA 9.7147825 3.6827980 7.6650459 9.2473603 10.6884211 8.4095331 8.3916556 8.0403484 11.7540363 9.7628610 10.5523569 12.7166385 1.6186615 10.7186093 10.4988063 10.5348172 10.2566084 9.5520886 NA 1.4811439 2.8596714 NA 9.3153178 13.6122802 6.4811633 13.0442160 9.2768777 9.2865841 3.3686846 6.9568965 10.9247280 11.0489287 9.9128693 11.1610281 8.0706265 8.5342741 11.2770401 4.4811633 3.3291667 2.4811698 -0.2558389 8.3613587 13.6944797 10.5520887 10.7704900 9.0966084 8.0015850 10.1581776 8.3178445 10.4644443 14.8813351 9.8048932 5.1134296 9.2554162 10.6640536 8.9015442 11.9176661 12.4709830 11.4615880 9.5386130 9.2419560 2.6420777 12.0464553 8.4154435 11.1359778 10.2400521 11.0092261 NA 8.6896409 11.2418827 12.0340892 9.4122195 11.9263846 9.0623633 10.8161064 8.9132871 10.0814474 11.3983856 9.4295300 7.8456299 5.3589061 7.4834152 10.4613023 -0.8408875 10.4630155 9.7771613 7.2280125 12.9167288 10.4572972 8.6680198 10.5836634 11.1550018 9.3172132 10.8988676 8.7940457 9.8747678 9.1514649 0.7441611 10.9867758 7.6390150 -0.8408875 9.4929491 2.9665966 10.8805475 6.1134317 8.7466467 5.9223144 4.9274177 NA NA 10.6744417 10.6168721 11.4954622 10.9891555 8.9340216 9.2703638 6.2312865 10.2101037 10.4204481 11.7268343 9.2703703 10.1393742 11.1172435 -0.8408875 7.9389538 0.7441611 NA 9.8338682 9.7314613 9.1960950 7.9873709 9.3735538 13.0956886 14.3921240 -0.2558389 9.8888554 12.4538554 9.7143031 NA 3.3291667 -1.8406292 -0.2558389 7.7867688 13.9235102 9.7075750 8.9348449 10.8398140 0.4811956 7.7460742 9.3081117 9.8470478 9.4990847 7.0899716 11.2728140 10.0551886 11.4577269 10.0988139 9.5429390 9.7661025 8.2612102 4.4101986 7.0580480 10.0403486 0.0076531 0.0040223 0.0272140 0.7353000 0.0024949 0.0076372 -0.0051247 -0.0222460 -0.0256220 -0.0629000 -0.0629000 -0.0629000 -0.0629000 -0.0162340 0.0077763 0.0076531 -0.0044657 -0.7760000 -0.7671500 -0.7671500 0.0272140 0.0164230 0.0051339 -0.7526200 -0.7707600 0.0076372 -0.0173930 -0.0173930 -0.0051247 -0.0022189 -0.0022189 0.0074980 0.0074980 -0.0209630 -0.0193160 0.0209010 -0.0256220 -0.0629000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.767 0.000 0.000 0.000 0.735 0.735 -0.769 -0.769 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.767 0.000 0.000 0.000 0.735 0.735 -0.769 -0.769 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.6675246 11.6887872 9.4136728 13.1643767 9.5985461 NA 4.0661236 9.9265915 11.1697645 0.4811956 9.1564141 3.0172093 8.8914022 12.0616098 7.6450639 7.6570862 6.8596739 5.8596739 7.6945097 8.6155892 10.4437696 9.9107787 4.7138223 8.1774350 10.5093451 10.9184987 6.8769110 3.2036240 12.0064878 8.0780980 12.1647487 4.2466969 6.9207863 7.2493467 6.6906154 11.1117939 9.4974140 10.6344614 7.8648671 NA 9.9786155 9.1257402 6.1192358 10.5488660 6.3089815 9.8263462 9.7512244 6.9568965 6.6590811 10.6001039 6.5079627 13.2432125 10.5282867 9.8943676 12.6144334 13.0596298 7.7867688 8.0000124 9.5696861 6.3089815 9.0179929 9.0109837 5.5515529 5.5601127 12.6733323 8.0585914 10.6212256 3.9405990 2.9665966 10.1715100 9.0441684 12.1240267 9.4618735 12.7166385 9.6911035 8.8156596 6.4710736 10.4791890 10.6633088 16.1830648 11.1610281 11.7361913 13.8754379 10.8631383 0.4811956 11.5285594 8.2172264 10.5917765 8.9617509 8.9015442 7.6590804 9.8596744 12.5056099 10.2202683 11.5337308 0.4811956 5.2572671 7.5233691 14.2587705 11.4877694 12.3698299 5.6186674 -0.2558389 NA 10.4233840 12.7293275 11.0958487 7.0510186 10.8518501 11.1713354 13.0366147 10.9617510 10.1286212 6.5938632 12.0602901 10.5794581 5.6104461 10.0011921 13.9009650 6.7441974 6.6309092 12.4642091 9.4030037 11.6582085 9.9573015 1.4811439 13.7882212 6.8357561 5.6430509 8.6164823 9.5118299 9.1571198 10.6580839 10.0973440 9.2563977 5.5515529 12.8630842 9.9972567 10.3150015 10.7281408 10.4121957 9.9434605 10.7603090 1.7442042 9.8382749 11.2538073 13.0003793 8.9397743 7.6510876 9.0966084 9.2171927 12.4371032 4.2253212 8.5781413 4.1592336 11.2418827 10.3499853 10.8503238 12.9167288 11.4863662 9.8316600 9.8747678 10.8992262 10.8690056 5.8596739 9.5418586 9.4271917 1.9665781 2.9665966 -0.2558389 10.1507565 11.9381444 9.4124913 3.5515529 7.7460742 8.5001974 10.3316621 TCGA-CZ-4854 68 1 1404 1404 kidney stage i t1b n0 m0 19-3-2015 male 2005 669 NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 2 4 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.0956755 9.8026648 8.2724800 7.4931557 13.8669533 1.3639000 6.6063667 NA NA 9.9434583 9.9375201 8.2482616 4.1712309 11.1099073 9.9445354 10.3147413 10.7750813 10.3614556 8.8303136 7.0443581 8.7075345 10.1019652 6.7512749 10.3921737 6.0643116 10.2797523 10.3638729 3.5107088 10.6396648 9.5844240 9.9812092 10.2156219 8.6896601 9.0138988 10.3307120 9.8282554 8.5691424 9.8186129 2.5565275 9.6459686 8.8568706 1.8784507 5.8233035 8.9008140 6.6909436 10.5139829 10.3101526 5.2707644 12.3697210 12.7344825 10.9088374 9.4314993 15.4680504 8.2946102 10.8744958 5.1111065 9.7775009 7.5844236 7.1414808 2.4401283 9.5230234 9.5498811 9.0839949 9.9531228 9.3957218 8.0839951 9.3790889 6.5677447 13.5739789 11.2754789 NA 11.3762979 10.9615025 8.2342378 NA 7.3013517 10.8502770 8.9563300 10.1396007 8.8488395 9.5920045 11.4361012 9.5259044 12.0825709 4.2289418 9.6992632 2.9488438 0.1414328 10.1082262 6.1414798 8.8625797 9.7189094 10.2920740 9.0271770 9.9880156 9.8761902 12.2168906 10.1154170 10.2814581 12.6263034 4.3114087 11.8082533 11.2033017 9.4551194 8.5816574 10.0025674 NA 2.0159614 3.7264389 -1.4433989 7.6806394 14.7092980 7.0281934 11.3778934 9.4429767 9.1225720 4.4634067 6.4082669 10.9822584 10.7423226 9.8279811 11.3635549 9.0443581 8.9140699 11.3335678 4.4145009 3.8784507 4.3638719 -1.4433989 10.8849124 14.3330795 10.2057742 10.3731017 9.3846545 8.5593331 10.1381894 8.3063876 9.1825190 10.7561903 8.8659943 6.2569578 10.3819141 10.2806055 8.8372889 10.8367088 12.6440637 11.8675567 9.2111541 9.0231042 3.1934248 11.2504405 9.1647727 10.2539200 10.0951919 8.8806987 5.4268820 8.5092592 10.8801358 8.6381745 8.2518161 11.5800991 8.3766971 11.2202985 7.5816578 10.0478700 12.1513091 10.4872553 9.0710644 4.7463450 7.8806984 10.2565242 0.1414328 11.1118261 8.5830414 7.4813304 12.9032395 9.5430711 8.5899410 10.4960972 10.1053400 8.8885545 10.4576376 8.4990326 9.9947900 7.8419203 3.1414818 10.9901035 6.6754589 7.5821563 7.9423802 5.0956755 10.5747182 4.8419178 9.9846479 6.7105764 6.9785823 -1.4433989 -0.4433989 11.1656967 10.0810597 11.6759455 11.7220531 9.1442955 8.7792768 6.0748950 11.4172170 10.3646778 11.1424194 8.8750609 9.6219341 11.1185219 NA 9.2351182 -0.4433989 0.1414328 10.3711004 9.6056858 9.2093630 9.1940486 9.4490607 13.2712465 12.4723974 4.2289418 11.2495693 12.1735262 9.7201676 NA 4.4872548 1.1414982 3.6009120 7.8162611 14.0842393 10.0648080 8.3686955 11.0151809 -1.4433989 8.8419203 9.6118682 9.4543635 9.1043765 8.1187605 10.9693524 9.4237966 10.9916673 10.2303924 8.8545804 10.3333622 8.9953098 5.2844401 8.9829611 10.4883636 0.6200600 0.2238000 0.0726840 1.2557000 1.1556000 0.3832000 0.1355400 0.0047190 0.7036500 0.5023800 0.5023800 0.5023800 0.5454100 -0.0561160 -0.0446860 -0.0546900 -0.3460700 -0.0546900 -0.7341600 -0.7341600 -0.7341600 -0.0066432 1.6182000 -0.0608830 -0.0608830 -0.4877500 -0.5431000 -0.5412800 -0.0896400 -0.0627640 -0.0627640 -0.3495000 -0.3495000 -0.4913100 0.0000000 -0.1532400 0.7036500 0.5023800 0.121 0.121 0.000 0.000 1.178 1.178 -0.350 -0.491 0.000 0.000 0.000 0.000 0.000 0.000 -0.137 0.800 0.800 0.000 0.595 1.277 1.277 0.276 0.000 0.559 0.559 0.000 0.000 0.000 0.000 1.011 1.011 0.000 0.000 1.156 1.156 -0.237 0.314 -0.485 0.000 0.502 0.502 0.121 0.121 0.000 0.000 1.178 1.178 -0.350 -0.491 0.000 0.000 0.000 0.000 0.000 0.000 -0.137 0.800 0.800 0.000 0.595 1.277 1.277 0.276 0.000 0.559 0.559 0.000 0.000 0.000 0.000 1.011 1.011 0.000 0.000 1.156 1.156 -0.237 0.314 -0.485 0.000 0.502 0.502 10.084484 11.511260 8.916268 10.907733 10.416053 3.982784 5.171227 10.029209 10.315990 1.363900 8.562142 3.948834 8.702450 12.780520 7.667654 8.062330 6.064312 7.130165 8.402008 8.654550 11.974107 10.295877 5.350932 8.675459 9.568556 10.849415 7.746342 9.551578 12.357216 8.048371 11.741364 3.982784 7.723936 6.935896 8.313074 11.449630 10.544137 10.331305 8.007729 5.426882 10.272480 8.961659 4.914072 10.619913 5.654550 10.208915 9.422251 6.263878 6.337877 10.345644 7.475382 13.028066 10.713865 10.001533 13.123761 13.067900 7.782930 9.272480 9.647953 6.221854 9.704359 9.599545 6.133948 7.256958 12.880769 8.042347 8.003601 5.389408 1.363900 10.958464 9.261286 12.704041 10.137248 12.626303 9.400439 7.984878 7.967287 10.958198 10.884351 15.494340 11.363555 12.123761 14.363772 11.243894 3.311401 10.856012 8.880699 11.698625 9.423024 8.837289 8.336237 10.186330 12.508258 10.702768 11.348086 6.015950 5.991145 6.451336 14.978854 10.865426 12.492512 7.454363 0.556503 NA 10.292074 12.651585 11.717603 7.433035 10.818613 11.0702456 12.6319136 11.0033429 9.8026648 7.4113864 10.2500050 10.9669693 4.9315554 9.2075698 13.4926498 6.7512749 7.2741946 12.3006844 8.6819313 11.7458793 10.2707636 2.5565275 12.4802169 6.7551600 7.2289437 8.6524162 9.4090474 9.1684650 10.0010153 7.6009120 8.9529622 7.1414808 11.7557302 10.4898398 8.9074570 11.4383967 10.0908209 9.3901988 11.0568620 2.7264389 9.6702602 8.2482616 12.4263094 8.7438700 8.5237442 9.3846545 9.1700312 12.3640742 7.5899410 8.7877390 3.5565153 10.8801358 11.0113313 11.0264142 12.9032395 10.3139080 9.2333565 9.9947900 11.0370558 10.4705293 6.5844244 10.0020502 10.0231044 3.4634132 -0.4433989 NA 9.8840707 11.4256935 9.2724800 2.8044460 8.8419203 8.1638484 10.8180253 TCGA-CZ-4856 62 0 NA 18 kidney stage i t1b n0 m0 19-3-2015 female 2005 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 70.53.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.4214638 7.5459722 8.0515140 11.0523502 9.2024165 7.4041862 4.3092562 1.6812244 9.6189313 7.9565010 2.9766752 6.6226712 9.6385889 0.5436938 9.9030298 10.1569565 6.4697183 11.7150953 13.3963271 11.0623727 10.8093345 16.6690402 8.6022523 10.2986070 4.1525323 9.1466038 7.3917162 6.0291458 1.3394795 9.0072440 9.5190573 9.1203929 9.5112340 7.8511481 8.3171883 9.2845123 6.8620360 13.5359852 10.8463585 NA 11.6814792 10.1757950 6.7136450 NA 2.8067571 12.5076993 7.3407323 10.3046057 7.1730765 7.9982243 11.1328088 9.3677236 12.1106640 2.2217843 9.0983085 1.6812244 NA 10.3049383 6.2552137 8.8826788 9.4512111 10.3374854 8.1301839 8.8438432 9.5181342 12.3378990 9.2231995 10.2438123 12.6498898 -1.7784322 10.5701489 9.8415529 10.0443623 9.1361765 9.9082919 -0.7781848 1.0291348 -0.1933047 NA 7.6311821 13.6777607 8.5605277 12.8072822 8.9556543 9.5499054 4.3510770 6.4649655 10.2885534 10.8660984 10.0166135 11.2257819 7.9581931 7.8438432 11.0343699 5.4214623 4.2878786 1.5437433 -1.7784322 8.4720897 13.5641092 9.8511481 9.8647456 9.3099172 8.1135750 9.5870203 7.6459574 9.7876693 12.4778527 8.9368955 6.0096943 9.8050106 9.7186452 9.2040720 11.2380774 12.6450387 11.3298258 9.7570668 9.4196225 3.1358796 11.7688064 9.1532678 10.7747006 9.2952636 10.3674052 3.8364998 8.7424102 11.6313150 10.6088502 9.2276966 11.6212029 8.2302198 11.0826844 10.0125472 10.3715385 11.5619197 9.3211391 8.5742101 5.9899769 7.5369411 10.3960930 -1.7784322 10.3558968 8.4226901 7.0828782 12.5514476 10.4952956 8.9924552 11.1015661 8.9420356 9.5532683 10.4717344 9.0072440 9.4367176 8.6065751 3.4697167 11.4447373 10.2455458 1.3917127 7.8420115 4.8656467 10.7470675 7.6893970 10.4939575 4.6207917 3.6812244 NA NA 11.0015108 10.6906700 11.0651237 10.3565386 8.8520585 8.8102811 6.4729897 11.1298087 10.7123917 11.3822932 9.1969230 9.6248035 11.3470435 -1.7784322 8.7878454 -1.7784322 NA 9.7599804 8.8602272 9.1249200 8.2892258 9.1825175 13.5431559 15.2772539 0.2218152 11.3726493 12.3146311 10.0186422 NA 2.8656417 0.5436938 3.6480512 7.0323632 14.0684571 8.6904153 8.3420293 11.8425840 -0.1933047 7.2932537 9.5779076 9.6750620 9.6098087 7.6853158 11.4751958 9.5765919 11.6996762 9.3968732 7.9325980 9.9870775 8.3342308 3.5729988 7.1624870 10.1097736 0.00046804 -0.00091444 -0.00292420 0.46259000 -0.00086657 0.00107430 -0.01371200 -0.00405110 0.00704750 0.02086800 0.02086800 0.02086800 0.02086800 0.01234100 -0.00270660 0.00046804 -0.00091444 -0.46677000 -0.46464000 -0.46464000 -0.46857000 -0.00266720 -0.00653980 -0.00453230 -0.00453230 0.00107430 0.00000000 0.00000000 -0.01371200 -0.00363600 -0.00363600 -0.00529590 -0.00529590 0.00523980 0.00676930 0.01862800 0.00704750 0.02086800 0.000 0.000 0.000 0.000 0.431 0.431 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.442 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.431 0.431 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.442 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.2054976 11.7810490 9.3316221 12.4777789 8.5549468 -0.7781848 2.1286893 9.7071177 11.4554111 -0.1933047 9.3804011 7.2905700 9.0162074 13.0925896 7.6893970 7.8272709 6.5749386 8.3854410 8.3562178 7.9699845 10.8314319 9.6636981 5.9012724 8.8915623 10.2052447 10.7043473 6.6438562 13.3458723 12.0007925 9.2750385 12.5324702 4.7916474 6.9699839 7.2797833 9.6359481 10.9768876 9.6883778 10.3988995 7.8161158 NA 9.5437195 8.3224537 6.1044352 9.9590388 5.2330175 10.2952636 9.1399092 6.9394676 8.0403736 10.3923424 7.6543331 13.5353831 10.2624236 10.2172053 12.8230979 12.4838128 7.1074881 9.2992749 9.5335398 8.8401768 9.3006093 9.4768199 6.1990716 4.8364998 12.9454524 9.4171637 10.7504897 6.0735396 3.6141091 10.1821555 8.9230978 12.7806904 7.7035908 12.6498898 8.5221440 8.2675512 5.5187995 10.8219367 9.9745901 16.1068264 11.2257819 11.5920701 13.4965336 10.5616415 1.5437433 10.6435933 10.3910901 9.8831242 9.0379752 9.2040720 7.2469306 9.8198439 12.8367888 10.6167899 11.6258686 2.2217843 4.7295854 7.3892097 13.8273306 11.4746047 12.1326215 7.1584289 -1.7784322 -0.7781848 9.4518118 12.9840696 10.5543763 7.3942192 10.8699243 11.6230710 12.9833946 10.2929186 10.1697935 7.2189710 11.2237273 10.0287437 6.8142479 10.0182366 15.3707964 7.3841828 9.2586518 13.4103694 9.4774102 11.9657843 9.9407523 2.5437186 14.3320912 6.7893289 5.9565005 8.6777760 10.3967172 9.6709400 9.8175152 8.6396439 8.8889030 5.8142479 10.9643114 9.3381353 9.7399527 10.5588558 10.4373244 9.4590014 10.9905961 1.8067365 10.2214392 7.1613708 12.3085621 9.6755766 8.4649655 9.3099172 9.2589471 12.7015717 6.2824880 8.5482208 4.7609501 11.6313150 10.4423149 11.3860698 12.5514476 11.2666978 9.2885533 9.4367176 10.9910094 10.7128955 5.7916474 9.8424695 9.0459546 0.2218152 3.5038575 -1.7784322 10.0586308 11.3282987 9.0696318 6.5837357 7.2932537 8.0047896 10.0279382 TCGA-CZ-4857 56 1 1432 NA kidney stage iv t3a n0 m1 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 2 4 2 2 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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6.48763909 9.95818931 8.82179311 4.63348934 11.45071175 13.78440840 10.92031377 9.99374568 15.16666943 8.11046922 8.98833221 4.95541976 9.84369246 8.10797550 8.37806461 3.02051998 9.85934578 9.76039246 8.74683104 9.59215370 9.92740317 8.21613810 9.66267051 7.06747631 12.49433770 11.64686585 -1.06703176 11.52830725 11.36653609 7.98561769 NA 10.21207987 9.95611097 7.72421232 9.70288762 8.28177799 9.49719918 10.96061024 9.21382041 10.50152842 3.02051998 9.71276909 1.25495679 NA 9.98493848 6.23683125 7.92173444 9.19983623 11.36428614 8.78791823 9.89160252 9.55326949 12.39494609 9.67535920 10.02250029 13.52988011 3.39248229 11.57764512 11.44406110 10.38632037 9.02580704 9.81416378 NA 2.51800631 4.81569326 NA 8.74201396 14.40558195 4.14250330 6.24593294 9.22537134 9.25947918 4.88724743 6.71440901 11.25723030 11.32402479 9.86304779 11.24608298 9.09292122 9.17741356 11.04385929 4.86378486 5.27290034 2.63350096 -0.06688064 10.41585773 14.39337766 9.54315191 3.74040952 9.43886128 6.92173504 10.43140034 7.61955020 9.24851634 6.30808961 9.04157428 6.12287354 10.60998086 9.72013616 9.19514456 11.13609184 12.38529101 12.70082041 9.65158256 8.91763911 3.62625222 11.08184410 9.44282472 10.54591829 10.46978262 10.21960756 NA 9.20334507 11.13547972 5.43194048 8.42548364 11.46345607 8.83693149 10.94042747 7.68793760 9.80341450 12.48679903 10.14493809 8.51733594 5.50290657 8.72421266 10.34350110 -1.06703176 11.11792512 8.77853977 7.59482769 12.26340648 9.56422686 8.49147033 11.03830352 10.11482313 9.50385415 10.55757561 8.57870818 10.18275585 9.33819129 0.51803149 11.01453321 7.08279731 4.20843142 7.72095218 4.93304853 10.77814770 5.50290657 11.51622188 7.46719714 5.64729436 NA 0.93304380 11.13456109 10.70453924 11.11140338 11.22738334 8.62653660 9.03501239 6.33409984 10.96681688 9.84369246 11.48571884 9.08533462 9.83013884 11.50219334 NA 9.30808915 2.39248229 0.93304380 9.57780739 8.79413672 8.83994038 8.79878315 9.05587783 12.47849693 12.53261398 6.37599338 10.41988478 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9.60812469 13.52988011 9.56422686 8.47608150 6.75565273 10.90423404 11.53133491 16.03132863 11.24608298 12.56388565 13.95606767 11.21062776 1.25495679 10.31296961 8.71112696 11.65072620 9.53760300 9.19514456 8.38426096 9.96026466 12.64815377 11.10766342 11.49696100 7.31242830 6.66775875 7.22767081 14.67764002 10.81110066 12.52281792 6.37599338 0.93304380 NA 12.12672912 12.76880412 11.78380506 7.20451246 10.94637244 11.4430721 12.9964448 11.1723499 10.1406742 7.7659398 9.6778836 11.6881460 6.0929220 10.3888907 12.1579287 4.8872474 7.4368756 12.6052287 9.0738794 11.9110451 10.5845500 2.5180063 12.9612148 8.0971773 7.4722083 8.5669894 9.6019347 9.1117147 10.1570514 8.0148261 9.1582572 7.8726287 11.7311165 9.4971992 9.8018723 10.9103297 9.9210243 9.7323314 11.2439465 3.1809753 9.9609557 8.7956871 13.0270078 9.3145928 7.2861964 9.4388613 9.2109182 12.7048487 3.6334893 7.6507265 4.9103297 11.1354797 10.5024308 10.4254037 12.2634065 10.4343894 9.2391113 10.1827559 10.7588036 10.2332536 6.7785398 9.6854304 10.1166851 3.8872426 1.5180315 0.9330438 10.4809082 10.3414166 9.8799560 2.6335010 8.7339498 8.1104692 9.9774439 TCGA-CZ-4858 39 1 2105 1943 kidney stage ii t2 nx m0 19-3-2015 male 2005 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 3 NA 2 4 2 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.61811456 4.84488776 2.23345862 10.25828288 9.07195462 1.06350294 5.34892994 10.00750598 8.55537905 8.74476456 10.73373962 3.06352020 12.39221356 9.38883142 10.66436808 11.92014608 16.29136754 9.51473713 5.87088005 4.79144424 9.69742946 7.74652037 6.61811529 2.38545865 2.38545865 9.04936802 8.43639091 9.54734186 9.48874194 8.01189309 6.83831270 7.02931042 13.38023180 12.00713971 NA 11.74630118 10.45591322 8.86118743 -0.93649706 6.57132034 7.55938091 7.88689334 10.22087297 9.28148359 9.82590803 11.56859322 9.13766746 7.66269472 4.15099015 8.80835995 7.49397870 NA 9.78291485 4.38545175 8.80667753 9.26074268 9.79144651 8.27054015 10.34023200 9.44182082 11.63610309 9.72975005 10.05717202 11.86402151 3.87087759 10.52884242 11.27450168 9.25828288 7.49397870 9.79738868 NA 2.76396390 1.64851146 NA 3.87087759 13.72858428 2.06353746 2.76396390 8.80667753 9.45369494 11.68534898 5.47291662 11.55061237 10.80878017 9.41556940 11.33328972 7.65224053 9.26687390 10.93889142 6.20307779 3.23345862 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9.24343512 12.14017463 7.46440525 8.74652070 1.87089731 11.19891467 10.45261952 11.25365931 12.61258866 10.79314678 9.12961531 10.18958516 12.32473945 10.53367644 6.75701258 9.81087990 10.42766064 1.64851146 0.06350294 1.06350294 11.23969918 10.82997209 9.02207869 0.06350294 8.59295666 8.44506908 9.10928559 TCGA-CZ-4859 59 0 NA 1787 kidney stage i t1 n0 m0 19-3-2015 female 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 70.53.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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14.8285281 -0.3785693 11.5885945 12.1895236 9.3085725 NA 4.6612137 -0.9635318 NA 7.0588933 14.8564679 8.4331306 8.4256196 11.9650442 NA 6.7124830 9.0321871 10.2468928 9.8567049 7.3380223 11.3545037 9.5688818 10.9182134 9.1963973 8.2962693 8.6776745 8.8843662 4.1450497 6.9596751 9.7386986 0.7811400 0.7374700 0.0269020 0.7962200 -0.0015576 0.0085801 -0.0164620 -0.0410560 -0.0531040 0.0073275 0.0073275 0.0073275 0.0073275 -0.0186050 -0.0186050 -0.0035552 -0.0767430 -0.8517100 -0.8226200 -0.8226200 -0.8226200 0.0273230 0.0051716 -0.8149600 -0.8436700 -0.0166000 -0.0090238 -0.0090238 -0.0164620 -0.0124920 -0.0124920 0.0103910 0.0103910 -0.0098516 0.7373400 0.0186290 -0.0531040 0.0073275 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 -0.823 0.000 0.000 0.000 0.000 0.000 0.000 -0.801 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.6252398 11.7242296 8.8366169 13.3762019 9.2647433 NA 1.0365385 9.3984697 11.1904863 0.3585088 10.6104097 9.1502680 9.2337426 12.3225782 6.0644324 5.9965289 6.3172968 8.2471974 6.9965277 8.8662487 8.2089532 9.4245432 3.2844549 8.5930318 10.2105153 10.5691253 7.0393413 13.6109420 11.2942084 8.8285027 12.1540789 2.4959509 6.7089514 7.3219281 7.9068906 11.0055526 9.5595977 10.7289234 7.9099699 NA 9.8717868 8.5679074 7.0890934 10.2275851 5.7369647 9.5087089 9.1919766 5.8630737 7.6821842 10.7782035 6.8694162 13.7399699 10.2386497 10.0220121 13.7175721 12.5347518 7.9022593 7.6382969 9.4304526 6.2986198 9.0051928 8.7729278 3.2064557 5.8630737 13.5791950 8.0671929 9.8741538 3.5283838 3.5911169 9.9925389 8.6902666 13.3327610 8.4427308 13.1966730 9.1239887 8.4266950 6.5715676 8.6713369 10.9546437 16.0374667 12.0862204 11.1105000 13.4284407 10.2761244 0.6215244 10.8223870 11.9184046 10.7280513 8.9914493 8.9305857 7.7334933 10.4242740 13.0207663 9.1411247 11.6815054 1.9434338 5.5522264 6.5122601 13.9277257 12.2295892 12.4106824 6.4627902 NA NA 11.3881553 12.8628261 11.4658018 7.4856748 11.1186749 11.2386497 12.9569718 10.5403516 9.6433937 5.1658075 11.7416182 9.6359738 6.0138061 9.2737359 15.6896473 6.1292830 7.1554669 12.8334704 9.7580523 11.4759672 9.8702066 0.6215244 14.2461125 6.5728124 5.2556933 7.7915803 9.4633147 9.5620466 11.2095783 9.0540304 8.8796617 4.3033132 12.1583022 9.9624511 10.1113363 10.1641978 10.5160536 10.0640863 10.3053602 1.0365385 9.8182954 3.6803806 12.5469538 9.3896726 7.0223678 9.0609731 8.5453406 12.2651943 1.2064557 8.9222222 7.7830401 11.1666137 10.2562994 10.9696632 12.8955267 11.5982911 9.0023101 9.5343778 10.5398547 10.8915929 4.1239889 9.4093909 8.6364387 1.4959509 5.6214893 -0.3785693 9.6996393 11.4480501 9.5877535 4.1450497 6.7124830 8.2725402 9.9713225 TCGA-CZ-4860 60 1 206 NA kidney stage iv t4 nx m1 19-3-2015 male 2005 NA NA 100 kidney clear cell renal carcinoma yes NA NA white NA 65.53.0 NA NA 3 NA 2 4 2 2 3 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6187493 11.5550226 8.1446802 NA 12.3693613 11.7629492 11.3709439 NA 2.4196468 2.4383195 8.0445805 5.9255722 10.5415951 10.7114368 12.4530252 5.2891631 10.2276080 6.9255734 4.2456630 8.6767120 8.2675770 5.8207763 14.0940296 NA 5.9438346 NA NA 8.8788798 8.4237424 4.8207763 6.3244398 12.8007991 9.2612196 8.9528804 11.6461932 11.1036432 8.7237094 7.9392912 4.9163524 11.3656620 3.4889391 9.9134617 7.0903835 10.8382718 9.9774661 4.2159115 11.5342694 9.6110919 9.9818916 11.1215526 7.7857702 8.3537600 9.6490481 9.8691421 8.6068005 8.7781573 2.4383195 9.4479360 8.7705037 -1.3692218 5.2603080 9.4415239 3.3858451 7.8836178 8.6698715 4.1228052 13.1309944 10.6407810 11.8338414 8.4748732 16.2168611 6.3520523 9.0995764 4.5135981 8.9685744 8.4106718 9.1208003 -0.3690355 6.5013165 8.8989795 9.0551186 9.2846932 9.7296425 7.0655809 6.4951387 6.7446939 13.6604553 11.9000790 NA 11.6611022 13.1233144 6.9573818 0.2158649 3.8788823 11.0551186 6.7131019 9.2224747 8.7983704 11.4063569 10.8986169 9.1167816 12.3992287 0.2158649 9.9295877 1.9528926 0.2158649 9.7544272 2.7184164 7.7024144 9.2438209 12.3888632 9.8422323 10.9677378 9.3698891 12.7160903 9.7595911 9.7479461 14.9102546 1.6309645 10.2959729 11.7749732 11.9008095 8.5690615 9.8735310 -1.3692218 1.2159270 0.6309645 NA 9.0135764 14.8238038 0.2158649 4.1855415 9.0092472 9.8127259 4.8597708 5.3588745 10.2566612 11.4507323 9.3218233 12.7547440 6.2159154 8.8145876 11.6349972 3.0903792 NA 5.2308639 NA 10.2322589 15.2962605 7.4982309 7.0318319 9.7531333 6.6477606 9.4582950 8.5378431 6.6043916 4.4123141 8.3991365 9.8139673 10.4094526 9.5310644 9.2721009 9.5938484 13.6686280 12.8785832 8.5952933 9.2407222 3.0525202 12.5106313 9.4935897 9.7348957 9.7524859 8.2438209 0.9528554 8.4204862 11.1064325 4.1719754 7.0640367 11.4005836 8.1466522 12.3383115 6.8597708 9.1623339 13.4014614 11.5116838 8.3488857 3.5851428 8.0318319 11.2657634 NA 11.1606269 8.4951387 7.3069093 13.6881826 9.1197966 9.0718217 10.5310644 10.4463356 9.7243699 10.7355413 9.7570114 10.0398129 10.4626554 1.8008688 10.2135648 5.3033789 4.2649642 7.0275566 2.8008688 10.4811392 1.9528926 11.9317368 8.1743130 2.8008688 -1.3692218 -1.3692218 10.6153708 10.2392072 11.0772603 10.0264865 9.9585050 8.7768844 6.6250790 9.3999636 10.8195412 12.1928369 9.2224747 9.7813343 10.1884160 NA 7.9506247 NA -1.3692218 9.7164247 8.9585049 9.3799837 7.9994589 8.9438352 13.7856914 10.4618636 2.0903792 9.2130943 13.5176016 10.9674589 NA 3.6753417 -0.3690355 0.2158649 7.2008084 14.4481859 8.7576567 9.2757099 10.7955450 NA 8.1367641 9.7028637 10.6746632 8.2215393 7.1816989 10.9517529 9.1922403 11.5141684 9.9825818 6.3104328 8.9105630 9.2112108 3.0903792 5.4889327 11.2102683 -0.204810 1.321600 0.377920 1.147400 1.461300 -0.204650 -0.522970 0.389320 -0.208210 0.000000 0.000000 0.000000 0.000000 -0.208410 -0.208410 -0.204810 1.321600 -0.524250 -0.530940 -0.528590 0.402940 -0.491200 0.068952 0.066464 0.056222 -0.197750 -0.506290 -1.292900 -0.522970 0.081610 0.081610 -0.522350 -0.522350 -0.557950 0.546650 -0.227850 -0.208210 0.000000 -0.523 -0.523 0.917 0.000 0.000 0.000 -0.522 -0.537 -0.174 0.570 0.570 -0.541 -0.151 -0.268 -0.268 -0.208 -0.208 -0.205 -0.205 1.175 1.175 -0.204 0.586 1.322 1.322 -0.149 0.372 -0.491 -0.491 0.000 0.000 0.000 0.000 1.409 1.409 -0.205 -0.205 -0.519 -0.519 0.000 0.000 -0.523 -0.523 0.917 0.000 0.000 0.000 -0.522 -0.537 -0.174 0.570 0.570 -0.541 -0.151 -0.268 -0.268 -0.208 -0.208 -0.205 -0.205 1.175 1.175 -0.204 0.586 1.322 1.322 -0.149 0.372 -0.491 -0.491 0.000 0.000 0.000 0.000 1.409 1.409 -0.205 -0.205 -0.519 -0.519 0.000 0.000 4.7184164 11.0414037 8.2548340 12.3008339 9.3681998 8.5938482 2.4383195 8.8824349 10.8787909 4.4889327 8.4606750 2.5378427 8.6238906 15.0576102 7.1427055 7.9117233 6.3520523 5.5734654 8.8330760 8.5423443 8.4811391 10.2452021 6.8158277 7.9752484 10.2203601 10.9917994 8.1466522 5.3858382 12.2113287 6.2234090 11.5359538 -0.3690355 7.0903835 8.2438209 3.5851428 11.8349120 10.6481088 10.2598535 8.6068005 1.6309645 11.2290048 8.4982309 3.0232731 10.4858208 5.3588745 11.0078916 11.4231326 6.1466532 4.8597708 10.2465820 6.0572163 14.1253705 10.2716492 10.9621492 12.9666219 14.6480435 7.2891640 9.3042614 9.2093249 9.9956342 9.6657513 11.1862605 6.1307991 7.0360934 13.4334182 5.8501218 5.9796801 7.8717439 3.3313899 12.4206898 8.8145876 12.1908074 8.3051447 14.9102546 8.6698715 6.7908242 5.4858197 8.6281320 11.8033799 16.1663720 12.7547440 12.6031244 15.8803251 10.4535232 -1.3692218 9.5887798 8.0572168 9.6146585 9.5646430 9.2721009 9.4261802 9.6309524 12.5133088 10.4028544 11.8824333 6.1228052 6.0232709 3.3313899 15.8756142 10.9449690 12.1876979 6.2456630 0.6309645 NA 12.2559762 12.8635981 11.4772909 7.4415241 10.0070777 11.1703536 12.6667824 10.2276080 8.6767120 5.9528810 7.1623339 12.2173231 5.8501218 10.2022310 13.2044913 3.4889391 4.9528787 12.6032950 9.5490702 12.0254151 9.4294241 1.4382929 13.2001553 8.4945192 6.4383078 8.6528206 8.3121909 9.0360939 10.3361527 6.6365768 9.7806995 6.7705040 11.8902543 10.5457112 9.8489100 11.2880474 10.2684829 9.0339645 10.4217081 2.0903792 9.9335912 6.5734669 12.1257217 9.2639475 5.7705040 9.7531333 8.3586345 12.5273794 4.1228052 6.6477606 3.8008792 11.1064325 10.7207339 10.6323606 13.6881826 11.3432644 8.2045995 10.0398129 11.9134617 10.9765323 5.5498170 9.3165773 10.0847374 -1.3692218 -1.3692218 -0.3690355 10.5318192 10.5019720 9.3443390 -1.3692218 8.1367641 7.6224743 9.8597710 TCGA-CZ-4861 63 1 446 NA kidney stage ii t2 nx m0 19-3-2015 male 2005 NA NA 100 kidney clear cell renal carcinoma yes NA NA white NA 65.53.0 NA NA 2 NA 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.5870520 7.6182622 7.2456326 10.3477365 9.1637209 7.4167688 5.3130789 0.6126828 9.8104685 8.2236624 0.9345542 6.6947869 9.3303139 1.6126356 9.3515742 8.2328574 2.6126356 11.9569958 15.1871571 11.1134793 8.8110824 16.3460170 8.1595318 9.7750288 3.6570340 8.6322282 7.5044210 5.8318063 1.8575431 9.0761620 9.3702526 9.1815436 9.3783380 9.6091109 7.4612601 9.1352191 7.6542966 13.5920627 10.9206920 NA 11.6263091 12.8893646 7.2564937 -1.3872229 4.5668334 11.8158325 7.6706293 10.5459593 8.4998582 9.7668227 10.5374499 8.9778663 11.4498041 1.9345542 9.1293224 4.9345637 -1.3872229 10.0140503 4.0389014 7.4360044 9.0325976 10.9555455 8.4706186 9.7813095 8.7001002 12.3822129 9.4721721 9.9181292 13.3985496 -0.3874116 10.5767437 10.6804079 10.3972724 8.0555807 9.7354655 NA 2.7001068 1.4199703 NA 8.3113424 14.3161626 7.5463281 10.9555455 8.8135359 9.3890705 5.1824937 5.8980390 10.0540255 11.3390685 10.3587318 11.8695862 7.4983339 10.0949412 10.9432743 1.9345542 3.3675248 6.2273464 -1.3872229 9.5150126 14.6240394 10.8202619 10.0071002 9.6713058 8.5984795 9.5892015 8.1243902 8.4524081 10.3234439 9.0177789 5.0049553 10.6692515 9.1391366 9.8043135 11.7367588 12.1757145 10.6760325 10.6006120 8.6597615 1.5518851 11.6124613 9.1994773 10.9666113 9.6494980 7.8980396 NA 8.5956312 11.4094883 9.6986875 7.5460625 11.6143975 8.2850628 11.6768750 8.7888106 9.9072581 12.5930448 9.9876769 7.6430011 5.0555818 8.6974458 11.2183485 -1.3872229 11.9085499 8.2438147 8.0368039 13.3508353 10.5123720 9.2282670 10.3625069 9.6098170 8.9175592 10.4021711 8.7521889 9.3354451 9.0873573 1.7825763 10.8835167 4.7211594 2.7825553 5.7211621 4.0049508 10.8120031 4.9345637 9.9416994 6.7031201 5.0883706 NA 0.1976138 10.9533221 10.6020319 11.0697618 10.4655570 8.8510422 9.8934082 5.6066525 9.9734846 10.4502654 12.0360160 9.7706158 10.2278072 10.9238182 1.1976138 8.1517964 NA NA 9.8676661 9.2726333 9.4240121 8.9232502 8.7483468 13.5971004 12.2134796 2.1976138 9.1401145 13.8626027 10.4510535 0.1976138 4.4706215 -0.3874116 0.9345542 8.0006547 15.0369514 8.6867789 9.5315008 11.3866008 -0.3874116 8.0883711 9.2752702 9.3691938 8.8073942 6.9833254 11.4638009 9.5029018 11.5892016 9.9340019 6.1044897 10.5202792 8.2672736 3.3130717 6.9679882 10.0049548 0.00083195 -0.00193990 0.30218000 0.98452000 0.00861350 -0.00241810 -0.00816240 0.01628600 0.01714400 0.03863000 0.03863000 0.00961310 0.03397200 0.00083195 0.00083195 0.00083195 -0.00193990 -0.76868000 -0.72694000 0.30218000 0.30218000 -0.02013800 -0.00843850 0.00000000 -0.00618760 -0.00241810 0.00124810 0.00124810 -0.01340200 -0.00456950 -0.00456950 0.00013863 0.00013863 -0.33156000 0.00527490 0.01768500 0.01714400 0.03863000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.230 0.230 0.000 0.000 0.000 0.000 -0.727 -0.425 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.230 0.230 0.000 0.000 0.000 0.000 -0.727 -0.425 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.292118 11.263689 9.189122 12.315676 9.712643 1.934554 1.197614 9.350730 10.452054 4.782561 8.604159 5.393996 8.964681 15.182285 8.561005 9.273525 6.495281 7.467506 9.326024 8.364182 9.272633 9.878253 6.667921 8.161459 10.410757 11.105492 7.972387 5.700101 12.057135 7.528517 11.933135 1.197614 6.662486 7.072069 8.205094 11.713464 10.5657426 10.6723199 7.4455273 -0.3874116 10.7919246 8.5927769 4.5899193 10.3591518 5.7925456 10.3841269 9.9833248 7.2991384 5.7725086 10.7224681 6.6570311 13.8046605 10.1734479 10.5337345 12.9038801 14.0901744 8.1691433 10.4514475 9.6921222 11.6417521 8.9887628 9.1633843 6.1900656 3.8980439 13.7942168 6.1204328 9.3549469 3.6570340 -0.3874116 11.6548098 9.7925466 14.2380039 8.8712036 13.3985496 9.3294569 8.5956312 6.1717473 10.2397153 12.2116204 15.6077090 11.8695862 12.5562512 15.1420833 11.1964254 1.6126356 10.4336141 9.7237730 10.6570316 9.0304900 9.8043135 8.0220282 9.7237730 12.9354106 12.3123184 11.9467711 0.1976138 5.9345660 5.5433752 14.6842253 11.4155577 12.6259601 7.1556693 0.6126828 NA 11.9612273 13.2973313 11.4345948 8.3439563 10.6682589 11.1079928 12.6122852 11.1801183 9.2236622 6.9833254 11.2301049 11.6494979 5.1975981 10.0648787 13.3449734 6.8366387 6.4199922 12.5230797 8.6238647 12.0783314 10.6861096 3.1975981 13.6903294 7.2475573 6.9657843 9.0913061 9.6027414 8.6308375 9.7412764 7.9502596 9.2004151 7.2636889 11.2321697 10.1561526 9.8706145 10.4698409 10.3156758 11.5786021 11.7216519 3.8220877 10.5326180 7.5668334 12.3235708 9.9095537 7.5463281 9.6713058 8.6856007 12.5921520 5.7825632 8.1517964 3.8605656 11.4094883 10.5029017 11.8890527 13.3508353 11.0797335 8.6252621 9.3354451 10.6560066 10.8565433 7.4860812 9.6583972 9.6981099 -0.3874116 2.9345731 2.5195167 11.2683918 11.3186996 9.4199924 1.4199703 8.0883711 7.9026561 9.9209765 TCGA-CZ-4862 46 0 NA 1843 kidney stage i t1b nx m0 19-3-2015 male 2006 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 65.53.0 NA NA 2 NA 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 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15.4589023 8.4429584 10.7656388 5.3356083 9.3386455 7.2435796 6.8822432 2.8362473 10.4630385 9.4429586 8.8836300 9.4115841 9.5689595 8.4837573 9.3048906 7.6247472 13.3116020 10.5389159 0.4448791 11.6288871 10.8567235 7.5252115 NA 7.3597215 11.9791412 8.3213554 11.1818039 7.6959263 7.6013429 10.8721511 9.4211637 10.9206798 1.6672109 9.2392541 -0.1401894 NA 10.1446999 5.4597890 8.8342903 9.9670928 9.7779937 8.4690544 9.9273101 9.3765606 11.9310213 9.5498738 9.8829371 12.7468107 0.8598901 11.2404775 11.3664313 9.5655081 9.9814093 10.5198717 -1.1401894 4.2174246 3.1818023 NA 7.5393558 13.3221863 8.1818037 12.3245491 8.4125449 9.6272325 5.1452780 6.4373043 11.0928962 11.3795120 9.9286541 11.2448807 9.6063900 8.3048906 10.4033910 4.0693327 1.6672109 2.5603237 -1.1401894 10.3411706 13.4973497 9.9943021 10.6784580 10.6122565 7.6640070 10.4245016 6.9473389 8.8013197 9.6672308 8.2564805 6.5877955 10.6153894 9.6800548 9.4635021 11.7203808 12.1966613 10.5472514 10.4062879 8.3265845 2.8279613 11.0693291 9.5189798 10.7783664 9.3686610 8.1452780 0.8598901 8.3755756 11.3676704 8.1939481 8.6444450 11.2532662 9.1054285 11.7067373 8.6736571 10.3043731 11.6334271 9.8009234 8.2873980 6.5393558 8.1636567 10.6506316 NA 10.4043573 8.7022260 7.9178673 12.3904040 10.6013427 8.9736179 10.5207630 10.2300183 9.8038557 10.5118871 8.6013429 11.1719078 8.8009235 -0.1401894 11.1190305 7.0197475 4.3834347 7.7697691 3.1078050 10.9914112 6.3755764 9.5860939 6.4099306 5.4448393 NA NA 11.0705471 10.2108150 11.1368725 11.2546064 9.4077343 10.0867696 6.7401936 10.7459533 10.5265436 11.5334057 9.2468161 10.1012632 11.9438537 3.2521886 8.0619997 1.4448261 NA 10.6371311 9.1930312 7.4221186 8.7802287 9.4910528 13.1019334 13.8381393 2.9473295 11.6293004 12.7573431 10.0922966 NA 5.5741227 0.4448791 -0.1401894 8.2283824 14.5877962 9.0558632 9.3507266 11.8876090 NA 9.8898531 9.0864566 8.9955851 9.8016570 7.9151581 11.3696508 10.2840421 10.3607176 9.9508020 7.5843898 10.2596877 8.6640067 5.8712153 7.8975599 9.4504628 -0.0020673 0.0071627 0.0129690 0.0088329 0.0004957 -0.4397700 -0.0149750 -0.0123590 -0.0162120 -0.0315530 -0.0315530 -0.0315530 -0.0465320 -0.0162120 -0.0106000 -0.0031373 0.0071627 0.0000000 0.0000000 0.0000000 0.0000000 0.0022991 0.0033557 0.0011393 0.0050768 -0.4451600 0.0020216 0.0020216 -0.0149750 0.0059109 0.0059109 0.0004957 0.0004957 -0.0057344 -0.0031063 0.0218110 -0.0162120 -0.0315530 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.44 -0.44 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.44 -0.44 0.00 0.00 0.00 0.00 9.045990 12.029488 9.275618 13.508514 10.347213 NA 1.667211 9.232741 10.136000 2.667234 9.041028 5.601343 9.382457 12.703012 9.207497 9.366679 6.730241 8.814072 9.474586 9.137163 11.534951 10.642055 8.037295 8.724062 10.069938 10.327481 7.112542 11.999107 12.099474 9.133671 11.619737 3.947339 7.177288 7.882244 8.913802 10.693952 10.4377766 10.3922317 7.8794662 -1.1401894 10.3922317 8.9827039 7.4523327 11.1899523 6.2777282 10.1012632 10.0447511 6.2692670 7.0348012 10.3411706 6.9943025 13.3729865 9.9049528 10.6712505 13.2969126 12.8159433 8.3193072 9.8140721 9.6097452 8.4429584 9.5472514 9.2424999 8.3396558 5.3356083 13.0688721 7.8342903 9.9124439 4.3193072 2.0298062 10.3300262 9.9090437 13.2030615 10.1441215 12.7468107 9.3356092 8.4874096 7.0314525 10.6915789 10.4245016 14.7298792 11.2448807 12.3354826 12.7642282 11.2248312 2.0298062 10.6305397 11.1834935 11.8451841 9.5741214 9.4635021 8.0546325 9.9225966 13.0339432 12.5356123 11.4214024 5.4892314 6.3912573 7.5637797 13.4218462 10.9503190 12.7723909 7.3274817 0.4448791 -1.1401894 11.3345957 12.6606746 11.9153158 6.8256597 11.1809583 11.668237 12.976139 11.547470 10.488777 9.181804 11.463502 11.434469 6.647778 10.586945 13.920318 5.560314 7.140647 12.936931 9.064447 12.077985 10.953623 2.319300 13.569606 7.621494 7.828543 9.157812 10.062000 9.240337 10.587796 8.574121 8.953953 7.673657 11.723481 10.428782 10.198055 10.191912 10.561615 10.882244 11.548782 5.968400 10.886053 5.968400 12.727957 9.501024 9.373603 10.612256 9.712787 12.781252 6.069328 8.927310 5.145278 11.367670 10.793566 11.365191 12.390404 10.911085 10.075409 11.171908 10.341675 11.002021 8.024783 9.892610 9.615598 2.029806 1.667211 -1.140189 11.131922 11.166342 10.313146 4.532298 9.889853 7.496501 11.423310 TCGA-CZ-4863 51 0 NA 1928 kidney stage iii t3b n0 m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.3884007 11.7885975 11.0184938 8.0144825 6.1235710 10.1176780 8.4679051 8.2142623 11.8193139 NA 6.1728975 -1.7221342 -1.7221342 9.6948781 10.0830183 7.1329490 3.6356383 8.5378237 9.2681845 10.0704642 11.2872094 10.6816252 8.5366466 6.8705373 7.1515250 10.2209616 8.1668239 11.3375940 3.9219409 10.0283689 10.9615139 1.7375137 11.1300248 9.5790051 10.4157122 10.4805105 7.9802533 1.4480023 10.4418874 8.4998367 7.9940428 6.0462640 -0.7218963 9.9610752 8.4189105 -0.7218963 6.4530055 9.6112358 2.0854247 10.3741368 10.2286364 5.0982595 11.5177044 12.4067999 11.3618922 9.5466225 14.8862921 8.8278654 10.4987612 5.1607226 9.3211078 6.9469659 5.4379534 0.8630662 9.0017415 9.2667652 8.7947655 9.3833343 8.6628642 8.1188586 9.4498828 7.1849715 13.0720394 10.4031711 NA 11.5472072 10.7808005 7.4752973 -1.7221342 3.2780740 12.1957323 8.1014479 9.5472073 7.0429518 8.3747956 11.0325506 9.4157122 11.8652181 2.9785251 9.0144825 NA NA 10.1706234 6.3224744 8.2351828 9.6268087 10.0631243 8.6033860 9.4423590 9.7482309 11.5917416 9.1766821 9.4648138 13.4457339 1.9785251 11.1045079 10.8126267 9.6378301 9.4360590 9.9042459 NA 0.8630662 3.2322770 NA 6.6223769 13.4153519 9.0195476 14.1755715 9.0034468 9.5547866 4.2088216 7.5401753 9.4404718 10.9938281 9.8350655 11.3490317 9.4169923 8.5738494 10.6911795 4.4073663 3.0329648 -1.7221342 NA 9.9474086 13.3669930 9.0421228 10.5090016 9.7863706 6.5772883 10.3701769 7.8403229 8.6679592 12.1490231 8.6433093 6.0127899 10.0258036 9.8733380 9.3367489 11.0302521 11.7664228 10.5392940 9.5565300 8.8931031 2.0446739 11.3168281 9.4028481 11.1306101 9.1961983 12.4827274 -0.7218963 7.6574592 11.0908595 6.4489076 8.7353177 11.5289711 8.5068994 11.4222608 9.2759657 9.8705376 11.7134904 9.6698612 8.1908055 5.8249740 6.4125072 10.4230574 0.5999842 9.8973835 7.7436469 7.3252047 11.9050443 9.8001716 9.2257174 11.0472986 10.3638850 9.0765524 10.6594856 9.0846301 10.3025277 8.4442438 1.7375137 10.7189497 7.0886526 -0.1370131 6.6400236 4.2780814 11.1380035 5.2088177 9.2823010 6.1431954 5.5260093 NA 0.2781037 10.9817679 10.2791368 11.0369284 11.0435738 9.9005900 9.8335900 5.6146303 11.6820246 10.4987612 11.1534459 9.0446094 9.8235277 11.6387905 -1.7221342 8.3548960 1.2781037 -1.7221342 10.0822116 8.4716057 9.2051178 8.7507713 9.3635531 12.5300067 14.5434758 -0.1370131 11.3587316 13.2375392 9.8114103 NA 6.2547887 1.4480023 -0.7218963 7.9345053 14.8246435 9.4404718 8.6650207 11.8613984 NA 8.7220602 9.1611896 9.8681997 9.9451921 7.8779933 11.4975516 9.6290198 11.1911570 9.8149834 7.6938222 10.0594403 8.7497558 5.3152438 7.9920166 9.7431367 -0.0536870 0.0100530 -0.1062100 0.1257600 -0.0077763 -0.0686900 -0.0040444 0.0137430 0.0091422 -0.0252370 -0.0252370 -0.0252370 -0.0273670 -0.0536870 -0.0536870 0.0037182 0.0100530 -0.1062100 -0.1062100 -0.1062100 -0.1062100 -0.0016911 0.1257600 0.0000000 0.0000000 -0.0686900 0.0162570 0.0162570 -0.0040444 0.0039960 0.0039960 -0.1349400 -0.1021300 -0.3252400 0.0049686 -0.1837800 0.0091422 -0.0252370 0.000 0.000 0.000 0.000 0.000 0.000 -0.102 -0.323 0.000 0.000 0.000 0.000 0.000 -0.119 -0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 -0.106 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.102 -0.323 0.000 0.000 0.000 0.000 0.000 -0.119 -0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 -0.106 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.995757 11.330988 9.660164 13.009718 9.836501 NA 2.448002 9.581290 10.391373 3.670398 9.275966 8.503288 8.896466 13.074931 8.319740 8.790821 6.202894 8.553041 9.402202 8.764916 10.253212 10.327248 8.835544 9.159194 10.097062 10.509002 7.178948 12.936013 11.525266 8.865858 11.987579 3.448002 6.929132 7.378743 2.526019 10.877296 9.846987 10.335395 7.912892 NA 9.978087 8.686410 7.095065 10.716093 6.457990 10.036304 9.651489 6.123571 6.805558 10.039632 7.026273 13.398683 10.354896 10.175170 13.573921 12.761141 8.065983 8.872405 9.846037 5.999179 9.370838 9.045438 6.789834 6.006002 12.726842 7.866795 9.595493 2.801635 2.085425 10.103437 9.464195 13.384071 9.416992 13.445734 9.316314 8.395723 6.132887 8.654206 10.834108 16.090233 11.349032 11.584427 13.491906 11.179890 2.863046 11.334549 11.162060 11.020601 9.393124 9.336749 7.929132 9.779918 12.964800 11.928908 11.566508 3.184978 6.422739 4.255357 13.501473 11.688267 12.581719 7.009400 NA -1.722134 11.815299 12.776119 11.373459 7.477753 10.734948 10.909712 12.746004 11.018494 10.117678 8.271019 10.713751 11.390520 6.432899 10.427193 14.578672 8.166824 5.999179 12.814302 9.213246 11.555223 10.390846 2.448002 14.239395 7.072009 7.354896 9.033569 9.985440 9.253212 10.125529 7.952273 9.005150 6.123571 11.578004 9.544867 9.887721 10.235908 10.166063 10.409616 11.055541 6.104628 10.613192 3.136060 12.145363 9.239530 7.252495 9.786371 9.676065 12.794642 4.687469 8.678960 5.635633 11.090860 10.485705 10.885411 11.905044 11.068225 8.453006 10.302528 10.538118 10.232077 6.098260 9.700145 9.047918 3.136060 6.586419 NA 11.179513 11.733347 9.251060 1.278104 8.722060 7.676825 10.064350 TCGA-CZ-4864 86 1 2830 2830 kidney stage ii t2 n0 m0 19-3-2015 male 2002 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 3 3 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8485434 10.5174644 9.1225335 NA 10.7280687 6.4325001 12.4017695 NA 1.4090922 5.6674323 9.3163526 8.5105767 10.6755837 8.6674320 11.9952932 10.5226772 11.8519260 8.4849429 2.4075703 10.2860193 9.0106056 6.8943473 12.3684182 NA 5.7065333 -1.8401125 -1.8401125 10.1975276 9.9605373 7.6674323 3.4450380 8.6634631 9.6419412 9.8043950 11.8443861 10.5204845 9.3617613 6.3884565 11.0781281 10.6313127 7.0207244 12.3228940 5.7889936 9.9577042 10.5973895 2.4075703 11.7886525 9.7544286 10.2892424 10.6637116 8.1722620 3.3295685 10.4856624 8.4602876 8.2785786 6.2040311 -0.8403708 9.9901526 8.3144555 2.4075703 6.8355944 8.8755995 0.9670210 10.8813775 8.5335902 3.2471072 12.4732851 11.2979093 11.0555913 9.2243802 14.6753835 8.3836391 10.6254589 5.7816902 9.8025916 7.5498062 4.3884582 2.4037585 7.9782197 9.8008583 8.9319522 9.6414369 8.7576900 7.9294756 9.3049328 7.2040311 12.3934069 10.2367870 -1.8401125 11.6876031 10.6027235 6.9508008 -1.8401125 1.3295829 11.8763498 8.2484257 10.3392356 8.3836391 6.2733797 11.0359626 9.3163526 11.2183429 2.4815573 9.1951239 -1.8401125 -1.8401125 10.3011061 3.2040311 7.2655457 9.1469016 10.6139368 8.5583813 9.7431904 9.4375060 11.9380843 9.4187923 9.4490801 12.7416030 1.6190843 11.4522783 11.1030680 10.1265034 7.4170255 9.9422262 NA 2.4075703 5.5519558 -1.8401125 7.8391175 13.2637038 6.7256921 13.1955534 8.8133781 9.4798740 2.0665370 6.9211888 10.6064623 11.3057288 9.8391176 11.1733144 9.4293486 8.4736542 10.8465757 5.0176191 5.2470996 NA -0.2553222 9.8227509 13.4979909 9.3806204 11.5371192 9.5384741 6.8566048 10.7055672 7.9814114 9.0368448 10.9218119 8.5226773 5.6272420 10.9263631 10.1561110 8.7436604 11.6335969 11.0311577 10.4464840 9.7502246 9.1163840 1.4301782 11.1221720 8.9011043 11.1433437 9.2122055 10.9107631 NA 8.5248665 10.8678592 10.8693912 8.4687955 11.4944694 8.9128543 11.7222377 3.6832024 10.0102151 11.2639086 9.3308143 7.2528177 7.3445125 6.2991897 10.5743227 -0.8403708 9.6679274 7.8513811 7.2940638 11.9074109 9.9921320 8.4380870 10.8028172 10.2374546 9.1225335 10.8351668 9.0665281 10.4164359 9.2668545 0.1596292 10.5599833 6.3445125 2.8034957 5.9798173 4.5858999 11.0180071 5.3295614 9.6225486 6.7352148 6.2470996 NA -0.8403708 10.8862814 10.0540764 11.3609957 11.4788862 9.2047144 10.0655171 5.5338063 10.9875755 10.2714252 11.3869526 9.3672618 10.3730455 12.3220288 NA 8.2243804 0.7445917 0.7445917 10.2480944 8.6713900 8.9972653 8.4565536 9.4229066 12.5065667 14.5417549 1.6190843 10.9593238 12.0066948 9.4843807 0.7445917 4.4781370 2.0665370 2.2471072 8.5785440 14.8627309 9.2753314 8.6118787 10.7871714 NA 8.4040013 9.0405755 9.4351800 9.9463155 7.7721740 11.4611337 9.8391176 11.3350311 10.3226582 6.9637689 10.0781281 8.8178490 5.6998042 8.2413607 9.4404083 0.00694350 0.00930980 -0.58748000 0.56632000 -0.01257600 -0.01133500 -0.00124730 0.02440800 0.03425400 -0.04536400 -0.04706300 -0.05140300 -0.07097700 -0.56495000 0.00694350 0.00694350 0.00930980 -0.58647000 -0.58647000 -0.58647000 -0.58647000 -0.00456950 0.55672000 0.00374650 -0.59944000 -0.01133500 0.00208050 0.00208050 -0.00124730 -0.00097017 -0.00097017 -0.88085000 -0.01078400 -0.58530000 0.00124810 0.01894300 0.03425400 -0.04536400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.586 -0.586 0.000 0.000 0.557 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.586 -0.586 0.000 0.000 0.557 0.557 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.606721 11.368481 9.153283 13.218306 10.757225 NA 3.113834 9.878170 10.493631 2.407570 9.131899 2.407570 8.816062 14.212927 8.449656 9.086675 6.344513 7.917861 9.265546 8.714226 8.952428 10.219996 8.320769 8.473654 10.298053 11.276794 6.344513 11.235952 11.460419 8.408751 11.797580 3.517187 6.950801 7.206761 6.763264 10.998251 9.9897565 10.6699072 7.7669681 -1.8401125 10.2737052 8.6015442 4.6987963 11.0514212 6.1426319 9.8280793 9.5067051 5.9540544 6.3395472 10.3154044 6.5859030 13.1888816 10.0518009 10.1404911 13.6112350 12.3688624 8.2655461 9.4369249 9.3938561 9.5732654 9.5433418 9.1518677 6.5690277 5.0300005 13.0561118 9.0483806 10.1712142 4.3494644 2.0665370 9.7678923 8.7971680 13.2253902 9.9661872 12.7416030 9.6036171 8.7641909 6.5838455 7.7389536 10.1599896 15.3599518 11.1733144 11.8374672 13.3094640 11.2245486 2.8034957 11.5377968 11.2277440 11.0622010 9.9952931 8.7436604 8.2550347 9.8417543 12.9904002 11.9801157 11.6194520 -0.8403708 6.0483801 4.2257299 13.3577487 11.5524915 12.9001034 5.5605163 -0.8403708 NA 10.5840663 12.8122584 11.8530950 7.6812377 11.1738323 11.040178 13.022759 11.851926 10.286019 8.028460 11.951818 11.813938 6.066528 10.327683 14.969627 7.020724 7.179228 12.613321 9.998054 11.477333 10.352855 2.803496 13.423200 8.174760 6.970209 8.660270 10.118553 9.058239 9.917028 8.243117 9.431684 8.741779 11.450520 10.092221 10.120725 10.205738 10.224380 9.947540 11.326742 5.066528 10.493911 3.683202 12.909075 9.000415 7.306843 9.538474 9.703670 12.464916 5.560516 8.955677 4.268165 10.867859 10.613423 11.620605 11.907411 11.002970 9.047620 10.416436 10.301425 10.955969 7.257670 9.617531 9.456554 2.551959 2.860069 NA 11.137454 11.309050 9.366652 4.017619 8.404001 8.045334 10.713507 TCGA-CZ-4865 70 1 166 NA kidney stage i t1a nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.38339153 3.56108169 8.95411894 9.31151401 9.56202505 11.07809936 10.76647218 8.97612359 6.60183317 7.00679058 9.87887567 6.45993975 11.09263011 5.65560371 10.71294840 10.68628437 3.85876680 11.26556629 9.26441304 10.24320291 10.83274376 7.70234171 6.64854885 11.09222231 9.32744935 7.93467631 6.70404472 -1.02385636 9.59725982 8.40028986 2.36843312 6.02051776 9.77500048 -2.02385636 9.42578825 9.90204900 5.69036960 9.57274210 12.81237135 11.19559478 10.35604353 16.23958089 8.75008690 11.21467769 4.80901307 9.05827266 7.60000505 7.83721036 -0.02385636 9.81572111 8.91428436 9.32429848 9.55685337 9.33477496 8.45993934 8.71167971 7.10282817 13.98012465 11.00661845 NA 11.78055728 10.33807839 8.72850422 NA 7.44982959 11.52614894 7.74761297 10.56132098 8.36951403 8.43862595 11.52771182 9.45943572 11.52148158 3.85876680 9.23704333 NA NA 10.04557348 6.78990527 9.18618606 9.72053704 9.29692423 8.32152904 9.75173401 9.73142850 12.00471876 9.50164455 9.82082946 12.61172847 0.97614364 10.10977973 10.36683002 9.71421598 7.44779902 10.19831489 -2.02385636 1.29807173 1.14606864 -1.02385636 6.24758578 13.79737451 8.40970914 13.67821520 9.27246650 9.83371601 4.56108781 6.75748335 10.59725982 10.81000208 10.10186001 11.40685195 8.16223774 9.20133123 10.56343244 3.59082954 4.66262138 3.29805707 -0.43889386 9.68002734 13.86819212 9.36306395 9.86029414 9.55638228 8.11439566 9.82435545 7.72431671 9.89563890 11.06755906 8.93684962 6.05293968 10.15576542 9.94118644 8.73351365 11.51176357 12.89139623 10.64123749 9.55402452 9.37860287 3.67545465 11.99267087 9.63567369 9.74513496 9.27590403 6.12078115 NA 7.97612359 11.18390064 7.95371863 8.41686845 11.59129349 8.91055159 11.05394081 9.71506041 10.71969590 11.77408914 10.46496808 8.39921853 5.45993975 6.77702381 10.84668104 NA 11.45691388 8.90093622 6.44779902 12.85795462 10.39186544 9.38179708 11.14008779 9.30030428 10.13977337 10.67067315 9.35441866 10.13882970 8.50945358 1.14606864 10.69508462 7.84956774 4.04221532 7.43145080 3.95340494 10.72389708 6.44372930 10.31841785 6.16099882 4.33367418 NA -1.02385636 11.01778282 10.52060523 10.75317345 10.58021352 9.09765714 8.21457606 6.66559743 11.52470483 10.91165713 11.72714463 9.10153715 10.40526892 10.98104640 2.14603605 8.05293914 0.29807173 -1.02385636 9.97436153 9.16099907 8.79869439 8.65031580 9.55308033 13.72135157 14.44881453 -2.02385636 11.16409430 13.34493706 10.18922797 -0.43889386 4.51528353 -1.02385636 NA 6.34244630 14.41390827 8.04624439 7.70058606 12.46245595 NA 8.49182344 9.22984721 9.62896875 9.53979664 7.68865036 11.46434041 9.56202505 11.18877205 9.33642220 8.00954649 10.50579826 8.37806982 4.78964580 7.35402806 9.75502225 0.00000000 0.01056400 0.00263570 0.01419000 0.00138680 0.00138680 -0.00788630 -0.01560400 -0.01491600 -0.02411400 -0.02411400 -0.02411400 -0.02411400 -0.01089200 -0.01089200 0.00000000 0.01056400 -0.40374000 -0.40639000 -0.40639000 -0.40639000 0.00986690 0.01419000 -0.02630400 -0.02630400 -0.40550000 -0.00152430 -0.00152430 -0.00788630 -0.00193990 -0.00193990 0.00027728 0.00027728 0.13509000 -0.00526100 0.02090300 -0.01491600 -0.02411400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.406 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 -0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.406 0.000 0.000 0.000 0.000 0.000 7.934676 11.730907 9.772974 11.957602 9.165331 -2.023856 2.499680 9.227014 10.847644 2.063572 9.277048 7.570449 9.595427 12.277906 7.802672 8.342446 7.686930 6.953404 7.770540 8.502623 11.665467 10.134733 4.987353 8.940465 9.896525 10.339437 8.416993 3.676561 11.762189 9.248754 12.132195 3.561082 7.370586 7.346811 9.391865 10.728922 10.277906 10.166257 7.821614 -2.023856 10.045909 9.028012 7.050266 10.420362 4.717589 10.127774 9.735180 6.377004 7.805846 10.260659 8.019151 13.392228 10.894801 10.163476 13.192604 12.448243 6.427335 9.246419 10.456157 8.291273 9.628072 10.022225 5.443729 7.359828 13.305009 8.729340 8.962677 4.435555 1.976107 10.730594 8.992932 12.782522 8.391866 12.611728 8.406576 7.605480 8.091037 10.736844 10.628296 15.505554 11.406852 11.393317 12.979949 10.695085 1.882995 10.276476 10.079411 10.710198 9.299741 8.733514 7.742652 10.135364 12.757432 10.944790 11.690584 2.298042 5.523019 5.146048 14.548429 11.284036 12.202837 7.974714 -2.023856 NA 10.512614 12.996105 11.183274 6.760759 11.231005 11.8095080 12.9059369 10.0885631 10.0425493 7.3003041 11.0782634 9.6643740 6.5345441 9.9859523 12.7870106 6.4599398 7.4538822 12.8129078 9.0109227 11.7724675 10.3067605 1.7834986 13.5324501 6.1934505 6.1002460 8.7859480 10.2472949 9.1696490 10.2632589 8.3981883 8.7435799 6.4518573 11.6182882 10.3364221 9.3860448 10.4057919 10.8558984 9.5210880 11.1028282 2.0635720 10.7822705 3.7310094 12.1910962 8.6980775 8.9142329 9.5563823 9.1685583 12.9461397 6.8216133 9.0702015 5.4023879 11.1839006 10.3894872 11.3712561 12.8579546 11.2708880 9.5177044 10.1388297 10.5839164 10.6125829 6.3684419 9.6410154 9.4070988 3.9303210 0.2980717 5.4273346 10.1566545 10.1854186 9.5099400 5.4679772 8.4918234 8.4190673 10.2385122 TCGA-CZ-4866 79 0 NA 1868 kidney stage i t1 nx m0 19-3-2015 female 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.8771651 7.0613658 10.3487940 6.0955426 10.9690800 8.0187465 10.3758641 10.1188758 3.4565039 10.6758743 9.3828002 9.5404266 10.8942562 9.2235850 6.5404272 10.2454100 8.7538636 8.3217220 4.9376316 0.1934564 9.2296434 7.8096511 2.8257449 6.9982463 10.1259797 -2.1284717 10.3955936 7.9774499 3.9800619 12.2160948 9.7674956 11.5568380 8.1015618 15.8800523 8.3783451 10.6295566 5.1934682 9.7918945 7.5960555 3.7541820 1.5484859 9.1592540 9.6982053 8.6797014 8.9281793 9.1552088 8.4213264 9.6180560 6.8402089 14.1959683 10.6730479 NA 11.3554833 10.8486427 6.8855622 -2.1284717 4.9376316 10.7859267 8.1441713 10.5207978 8.3432168 9.6921196 10.9089170 9.3743733 12.6182081 1.7784189 8.3217220 NA NA 10.6197345 3.6264275 8.5413123 9.4550946 10.6923189 8.7154627 9.8078115 8.4880904 12.0103741 9.1499912 9.4150568 13.4580882 2.1194558 10.6320474 11.0987063 10.0564169 7.8715418 10.2083270 -2.1284717 3.3951039 4.8488232 NA 7.8213684 13.7379271 7.7844307 13.0317676 9.3025167 9.3803269 3.5439660 7.3061702 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6.0269660 9.6504400 10.4036540 16.9788353 11.6716134 11.4322327 13.1156081 10.9992136 NA 10.5924271 9.3897030 11.5815946 9.5031734 9.0288885 8.0955431 9.3887189 13.2604670 10.5319833 11.5897501 1.8715283 5.5008976 3.8715381 13.5222077 12.0812996 12.7453702 8.3852692 -2.1284717 -0.5435092 11.1242070 12.6500808 11.3752158 7.1453371 11.4123961 10.6574027 13.4560931 11.4358102 9.9843069 5.4261305 9.8409282 11.2762840 4.4261305 9.9741735 13.4563380 6.0955426 5.7844307 12.4287349 9.5342101 11.7745761 10.1247982 2.2638457 13.3828001 6.4374059 6.3951039 7.8461999 9.1306964 8.9963091 10.4060877 8.7731626 8.8019980 7.5754455 12.6748655 9.8463147 10.6831170 10.1681710 9.9207095 11.0952417 10.8914798 1.6788832 10.3618912 1.5719680 12.3092066 9.6537209 6.7541847 9.5606660 9.5469915 12.7619959 5.2378620 8.9982460 3.7541820 11.5108823 10.1673105 11.4291250 12.5173126 11.5960555 7.3733785 10.3368530 10.4609587 10.3803441 5.7963538 9.3422005 9.5149470 0.1934564 -0.5435092 -2.1284717 10.5210224 10.9438200 9.3134484 1.5719680 8.3248124 8.0564172 10.1976902 TCGA-CZ-5451 74 0 NA 1929 kidney stage ii t2 n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.56.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.4389288 10.5847625 16.2460607 8.4128200 10.8368012 3.9892753 9.2361793 7.8323932 4.6624676 1.3672033 8.6440109 9.6921529 9.0972376 9.7016658 7.8725819 8.3534719 9.4055338 6.5871804 13.7383323 10.7502903 4.1373806 11.6253149 9.3635095 7.5677272 NA 2.3647965 12.1343497 7.7770041 9.6934622 8.2018896 7.3458789 10.7267311 8.8378165 12.6795575 1.7798060 9.1196749 NA NA 10.0134445 3.6867134 8.4628196 8.8310339 10.5521395 8.1263385 8.5430372 8.6174528 11.3217950 9.7098229 10.3463546 12.7715238 0.7798060 10.9537299 10.5996047 10.1362768 7.9671767 9.8249020 NA -1.2202780 NA NA 8.8310339 13.8537572 7.1505120 13.1978092 9.4828632 9.5570801 3.2392605 6.8021932 10.6746426 10.8351073 9.6119237 11.2758397 8.0858867 8.1913356 10.9241644 2.1017509 5.3033862 0.7798060 -1.2202780 8.6063734 13.6037891 9.5944073 10.5883869 8.9831729 7.9013581 9.7391023 8.0062369 10.1425851 12.0146423 9.3553641 5.3496802 10.0663825 10.6307930 8.7046372 11.3636128 12.6517301 11.4685122 9.2955247 9.1526900 3.9206077 12.0015630 9.2786741 10.8666245 9.5254991 10.6825768 NA 8.8132479 10.9813362 11.2627865 9.1605023 11.4789635 8.8818004 10.9456740 9.7819367 10.0623341 11.1101816 9.3647873 7.7148129 4.9295733 6.6000036 10.1263386 NA 10.6486474 8.7699287 6.4871840 12.9304448 10.1146568 8.9671770 11.1118614 9.6440109 9.4091815 10.8100747 8.8646331 10.0360336 8.4854574 0.3647965 11.3790403 7.4802643 6.7454942 6.2474301 3.9869388 10.7325661 6.2144532 8.7727632 4.7798270 4.0652276 NA -1.2202780 11.0637813 10.4996414 11.0041280 10.3131546 8.9155340 9.2102773 6.3984308 10.9062067 10.5284370 11.4236811 9.2474303 10.0407444 11.6870911 -1.2202780 7.9622193 NA NA 9.6919658 9.7296515 8.9917132 8.2514999 9.4680752 12.3136412 15.3148724 0.7798060 10.6716086 11.7205055 9.4663253 -1.2202780 3.5347091 0.7798060 -1.2202780 7.3112061 14.6461620 8.3982105 7.9671767 11.1390253 -1.2202780 7.1417689 9.2301081 10.0605956 9.7289220 7.2474301 11.1483313 9.8818006 11.0065381 9.5020091 9.5595442 10.1318683 8.7798247 4.2461268 7.2931185 10.0512879 -0.0239770 0.0282000 -0.6350000 0.6498300 0.0107400 -0.0403450 -0.0077482 0.0056919 -0.0011087 -0.0103780 -0.0103780 -0.0103780 0.0000000 -0.0480720 -0.0239770 -0.0239770 0.0282000 -0.6350000 -0.6350000 -0.6350000 -0.6350000 0.0141100 0.6498300 -0.0076101 -0.0076101 -0.0403450 -0.0013858 -0.0013858 -0.0077482 0.0100060 0.0100060 0.0193630 0.0193630 -0.0590000 0.0056919 0.0185230 -0.0011087 -0.0103780 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 -0.635 0.000 0.000 0.650 0.650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.635 -0.635 0.000 0.000 0.650 0.650 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.3033862 11.9442604 9.0466114 13.1137489 9.8961687 NA -0.2201100 9.8850786 11.0469099 0.3647965 9.2144532 6.3420676 8.8765400 13.5855184 6.9547500 7.5111438 6.5807244 6.9396967 7.9168158 8.2514999 9.7456091 9.7513685 5.6986880 8.7656667 10.1291725 11.2608674 7.0881639 3.6378073 11.3843781 8.9065293 12.0848805 3.9497497 6.6806915 7.3458789 8.9244830 10.8242190 9.717199 10.279172 8.220694 NA 10.298970 9.073296 3.734016 10.469386 5.083605 9.801499 9.488047 6.239257 6.835107 10.208185 6.818743 13.149899 10.313641 9.848603 12.640330 12.168978 7.008644 8.099497 9.566094 6.734021 9.220694 9.431773 5.856640 3.027756 12.905723 8.814624 10.518762 4.507744 2.587173 9.951002 8.418261 13.321103 8.130764 12.771524 9.089301 8.161368 5.243513 10.402792 10.094408 15.531421 11.275840 11.162719 13.616763 10.707232 1.101785 11.048659 9.212367 10.142864 8.642462 8.704637 7.754239 9.727462 12.508171 10.379738 11.389001 2.239245 6.008644 6.867287 14.082430 11.173215 12.225357 6.206090 NA -1.220278 10.048951 12.584359 11.256551 7.698688 10.804272 11.340874 12.843978 10.200311 10.110182 6.734021 11.637417 11.147240 6.877857 9.923846 14.313100 7.551315 7.964700 12.817281 8.650189 11.387617 10.010446 0.779806 14.445189 6.494894 5.686716 9.730082 10.099497 9.326719 9.854635 8.585569 9.051288 6.631574 11.958490 9.611132 10.050120 10.749931 10.436697 9.179637 11.348256 3.172135 9.663232 9.485457 13.167128 8.981949 8.667046 8.983173 9.181632 12.507320 3.534709 9.276679 5.222770 10.981336 10.300444 11.308523 12.930445 11.230521 9.324789 10.036034 10.922570 10.690985 5.027751 9.753522 9.291578 1.101785 6.898766 1.101785 10.698688 11.348337 9.565277 4.137381 7.141769 8.349681 10.359612 TCGA-CZ-5452 69 0 NA 1789 kidney stage ii t2 n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 3 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.6927714 6.8082486 10.8067398 7.7888182 12.3570768 8.5600947 10.5340735 8.3932111 0.5842891 9.4092055 9.2812142 4.4911348 12.5991390 NA 6.5500310 NA NA 10.1888000 9.9140430 7.9196368 4.0760973 9.1436238 9.6756820 9.1961937 11.7742257 9.9302063 8.5238258 6.6395288 9.1078087 9.7504099 7.2317050 12.2496937 6.6340952 10.1729614 10.0010443 3.3916028 11.6301770 8.9340809 11.0718356 10.3557362 7.4484327 4.4911348 10.1403024 9.6778294 8.0063115 1.9061594 0.1691554 10.0964934 8.9340809 1.1692195 7.7314514 9.9592862 -1.4158071 10.2584390 6.7135295 3.2846918 11.0943705 10.3602685 11.7975029 8.6637314 16.1147217 8.0063115 10.5700887 4.2281029 9.8713820 7.2495828 4.2566710 1.3916028 10.4764100 9.1748338 8.7715987 10.0594736 8.3590340 8.5870619 8.3980279 7.1841593 13.7796574 10.8475159 NA 11.8263788 10.5828266 6.9765641 -0.4158071 2.5842410 11.4228598 7.6121527 9.1204940 9.5053437 10.0099872 10.9676810 8.6489895 12.0712991 1.7541606 8.5045997 NA NA 9.4714673 3.6717123 8.8638573 9.8925858 10.2894471 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9.3680635 10.3602685 4.1989577 10.4881285 4.0105113 12.8001012 8.1897262 8.9549340 9.1214651 10.0211143 12.4932022 8.1464893 8.5800139 5.1388349 10.7678821 10.3573860 11.0240776 12.9558873 10.6590572 7.2531317 10.1107460 11.0820986 10.4844570 6.3257138 10.3290805 9.8469289 2.9765653 0.9061979 NA 10.7381154 11.6497016 8.7289048 3.7135309 8.4515256 7.7161040 10.2235875 TCGA-CZ-5453 67 0 NA 25 kidney stage ii t2 nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.56.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.70480835 14.11962644 8.42325713 13.47962586 9.62346727 10.07353508 1.54606718 7.13435649 11.47037580 10.75605296 9.88541330 11.91090531 8.11084293 8.08176569 10.62227992 2.37612365 4.39850087 -1.62370962 0.37617923 8.81388506 12.85913011 9.17864942 10.86522847 8.84067880 6.69806147 10.27322225 8.27700000 10.11354945 13.73354768 10.47810878 5.68901674 10.51180078 11.34713771 8.76307324 11.29964631 12.44449157 11.27945017 8.19950059 9.40127271 2.85575056 11.88763874 9.39850087 10.67962850 8.90067484 10.99061293 NA 8.63469926 10.75388595 10.62593993 8.97943491 11.27227630 8.97418569 11.26163888 9.37472348 10.46591459 11.08715478 9.81907657 8.29746841 5.33032893 6.76845034 10.48922410 -0.62393193 10.85818479 9.05912784 7.19950059 12.78207234 9.74627564 8.94218722 10.52110994 9.59045232 10.07787279 10.70929968 9.41161966 9.90018499 7.27700000 1.37612365 11.36126349 6.19631196 -1.62370962 7.56348535 4.01998651 10.95851038 6.13102145 9.59607605 5.91699726 3.66153300 NA NA 10.91940668 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13.3925497 9.8442480 9.5067037 13.7275900 13.4263219 7.6429196 8.0091282 9.6429198 6.6240599 9.7270723 9.3288744 2.4635963 4.6429210 13.4801995 8.7248614 9.5002545 5.8107618 2.2830328 9.3303294 9.0018419 13.3789042 8.7695235 12.1492724 9.1939164 8.1672962 5.9100850 6.8918335 10.8216653 15.8215522 11.9109053 11.2961137 13.8730493 10.5451185 0.9611047 10.8347961 10.9239916 9.7226469 8.8201126 8.7630732 8.0852170 9.8180398 12.9104968 8.8859080 10.7582167 1.5460672 6.1770328 6.7336851 14.1135197 11.3856119 12.4506092 7.5309509 -0.6239319 NA 11.5320581 12.2802973 11.3125834 7.8679860 11.2461124 11.56023361 13.05610799 10.37154699 9.98808008 4.67991355 11.84475719 9.39085101 5.46359630 9.69411094 15.70087247 5.60495198 5.17055003 12.92891449 9.06175811 11.45844855 10.29983202 1.83556032 14.22812612 5.71776415 4.83556538 10.29872131 9.97975943 9.72651995 10.52206527 9.02987385 8.93497464 6.43682978 12.00628649 9.43141549 10.24070620 10.56688382 10.13352320 9.47021085 11.50525516 -0.03889532 9.83505228 7.87995873 12.78224311 8.89871474 8.91432204 8.84067880 8.95151174 12.48195983 1.37612365 8.99635287 5.38735909 10.75388595 10.47778063 11.14411063 12.78207234 11.83235919 9.10660324 9.90018499 10.72707228 10.81543678 6.12432607 9.73148417 9.51568447 -0.03889532 6.95981767 -1.62370962 10.29946058 12.03747701 9.69693363 4.25877518 8.41093210 8.06787692 10.47942096 TCGA-CZ-5454 63 1 722 NA kidney stage iv t2 n0 m1 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3480684 9.4978612 5.9725410 4.0639688 9.8512945 6.7585510 12.2115713 10.1517997 11.2163830 10.3068881 5.1137172 11.6300855 9.9332473 9.7702334 10.6963860 7.6781578 7.6594351 10.7001924 9.4902294 7.4502429 2.3185482 0.5529672 9.2268418 7.9809438 0.2310637 8.2944696 8.6338097 -0.1839328 8.8892861 9.0687025 5.3808229 12.3903003 12.4374786 10.2720492 9.4925819 16.2575927 8.1735892 9.0107941 3.6573427 8.2254282 8.2409034 6.9657843 2.5399529 6.2366992 9.3674250 9.1454599 9.1304316 8.8776332 7.8085035 9.3545496 7.0416460 13.3279133 11.7090858 NA 11.7422096 11.1584082 7.4035021 -1.7690592 2.4010024 11.6296848 6.6740185 9.7349004 9.4116055 8.2575981 10.4598934 8.7741064 10.9458289 2.0384362 9.1889023 -1.7690592 NA 9.9021734 4.2534448 8.0352054 8.4319731 11.5182099 8.7428275 9.1144816 8.6604816 12.4031998 9.0702785 9.8622518 12.9025052 NA 9.9400378 10.7909297 10.5734272 6.6864025 9.5869764 NA NA -0.7688134 NA 9.0898329 14.4134108 8.1809012 10.1874508 8.8291271 9.0424493 5.0384274 6.2644970 10.7820619 10.8358595 8.7428275 11.7866596 7.8160371 10.9560147 11.4603441 4.3185410 3.5886247 1.0384362 NA 9.0124343 14.2223529 8.7289266 9.1424665 9.3603577 8.2971639 9.3699864 8.4978610 9.1174647 8.9555886 9.6703861 5.6986797 10.6816390 10.8353963 9.0560334 11.0396367 12.9808917 11.8640698 10.3680657 9.2395033 0.7495772 11.9522807 9.1801717 10.9254326 9.7339064 7.7368862 -0.1839328 8.2211787 11.0337930 8.1638947 7.5778986 11.9552687 8.7319167 11.0677168 8.6760897 10.2144246 11.7097179 10.0730321 6.9387445 5.1014400 6.6319540 10.4550764 NA 10.2829633 8.6006719 7.2366992 13.9314873 10.4137794 8.2958176 10.9336803 8.9842914 9.7818215 10.3939569 9.0655457 9.8946327 8.7653776 0.5529672 10.4341167 4.1618151 -0.7688134 5.2863563 3.5164817 10.6473444 4.1618151 11.2519018 5.5904733 4.4790042 NA 1.0384362 10.6112652 10.5402668 11.3635744 10.0472584 8.4246001 9.3271309 5.8507069 11.6862734 10.5764799 12.0206083 9.9598455 10.4091170 11.6968961 NA 7.8767330 -0.1839328 NA 9.7118648 9.2775166 9.3590689 8.1721224 8.8402533 13.1381531 13.1203885 -0.7688134 10.1345800 12.4200498 9.9674766 NA 4.9283182 2.0384362 NA 6.8676988 15.3587366 8.1794419 8.4368681 11.2241900 NA 7.7108546 9.4080955 9.3072222 8.8658857 6.2310752 11.0795020 10.1555160 11.6703861 9.9294321 7.3317366 10.7329118 8.3065539 3.7605829 6.1603918 10.2384524 -0.00268320 0.00998050 0.00747430 0.78655000 0.77692000 -0.01177400 0.75754000 -0.01025800 -0.01714200 0.06720500 0.06563000 0.07625200 0.06892500 0.00108370 0.00108370 -0.00268320 0.00344310 -0.80888000 -0.79559000 0.00747430 0.00747430 -0.00196550 -0.00501000 -0.00127290 -0.00127290 -0.01177400 0.00000000 0.00000000 -0.00818790 -0.00016424 -0.00016424 0.00163860 0.00163860 0.00219370 -0.00998190 0.02382100 -0.01714200 0.06720500 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.796 -0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.796 -0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 5.9175750 11.2927834 9.1213390 13.0350544 9.8230645 -0.7688134 NA 9.3597135 11.4779637 3.7856656 8.6646603 5.7309198 9.2040544 15.3604684 7.0890553 9.2104999 6.0576236 7.0890553 8.7329119 7.8803311 10.6979158 9.2062061 4.8457861 8.2069225 10.2778576 10.9136304 8.6276794 8.0400387 12.3422919 7.7249299 12.0733130 1.0384362 6.3551960 7.5507468 10.1417173 11.3540644 10.646288 10.932164 7.684345 NA 10.662050 8.980106 3.785666 10.362289 4.360357 10.007508 9.028736 5.706807 7.553003 10.580079 5.931515 13.576445 10.432586 10.199741 12.433581 13.978350 7.176518 9.204054 9.409117 10.971699 8.981782 9.296491 4.874930 2.231064 13.583497 9.692042 9.821194 5.588628 3.231079 11.419354 9.186725 13.835454 7.948751 12.902505 9.886605 7.247883 5.929223 9.960270 11.858950 16.055623 11.786660 12.183361 15.146627 10.530855 -1.769059 10.184907 7.898186 11.394253 9.138716 9.056033 8.060798 9.682286 12.898408 11.415020 11.648927 4.816036 4.534858 5.410982 15.001869 11.384627 12.638276 6.137965 -1.769059 NA 10.713378 13.413314 11.337778 7.979267 11.347744 11.1326958 12.4513774 10.6228552 9.8866053 6.4209000 11.5924702 11.0925493 3.3185338 9.8735778 14.0406913 6.7585510 5.8892861 12.5405475 9.0528487 11.8990732 10.2076387 2.8749346 13.4565081 5.2566559 5.7702344 9.2131769 10.0781320 8.2971639 10.3102260 8.7199189 9.5083330 9.1175332 11.6628334 9.8480828 9.8762827 10.2638092 10.1925244 10.5952094 11.2954807 1.4009750 10.2819436 8.9606953 12.6817195 9.0944865 7.9504637 9.3603577 8.5700116 12.6456938 3.1852640 9.2345926 1.5530164 11.0337930 10.5535662 11.3067210 13.9314873 11.3695065 9.1573707 9.8946327 10.5762027 11.0444971 5.6740171 8.8839195 9.3622886 2.0384362 -0.1839328 NA 10.9756983 11.3486236 9.6158584 2.2310637 7.7108546 8.1121887 10.3871578 TCGA-CZ-5455 63 1 561 NA kidney stage iv t3b nx m1 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.935946e-07 3.121176e-07 11.3302947 10.5366760 8.6760911 1.2199584 11.0221352 10.4778341 11.8033068 NA 0.4684269 5.7867558 9.4087781 7.0878383 10.7858056 8.6769123 12.2349387 10.4662075 11.5614608 8.3481939 0.8980148 9.8430918 8.6420066 5.7372189 12.7784186 NA 6.2199410 NA -2.1022175 9.7737631 9.0597754 6.7622000 2.5418617 9.4112478 9.4386262 9.6390594 11.5570063 10.8824323 9.0433092 6.8724286 8.2423095 10.5497383 6.2244436 12.0080893 6.0117550 10.2773921 10.8116512 2.9854822 11.5720957 10.0104533 9.9634299 10.7503482 8.2199419 5.9259187 10.4373520 8.3492250 7.9176048 6.4371728 1.3574394 10.0610344 8.0298708 1.7053587 6.9231539 9.4259795 -2.1022175 9.6670251 9.4597791 4.3574464 11.6787801 12.2453584 11.1590803 10.1417829 15.9979677 8.7652927 10.3497401 4.9641029 9.0292279 7.5949814 6.1171818 1.2917214 7.7277367 9.4235347 8.9286809 9.0828891 8.7029515 7.7037576 9.6952701 7.4564349 12.7952448 10.7346559 1.0679140 11.7755855 10.8715623 7.5382588 -2.1022175 4.1074703 12.2999599 7.4254912 10.3365458 8.3378449 7.8609100 10.7370207 9.3357659 11.0069009 2.9854822 9.1589333 NA NA 10.3015585 5.6728015 8.3615381 9.1932087 9.9499024 8.6293329 9.2626958 8.6728008 11.8880096 8.9383034 9.1955034 13.1874564 0.2199584 10.7558491 11.0870662 9.5346385 5.9587105 10.3775414 NA 3.7053697 0.2199584 NA 8.0477608 13.5841039 9.8467461 12.5380893 7.4810963 9.1995099 4.8522086 6.4678696 10.9281636 11.3152071 9.8920136 11.7988089 8.6537361 9.3848489 10.6901941 4.3898696 4.1648024 3.5704386 NA 9.6457872 13.7981495 8.9362469 10.3250647 9.8888269 8.6225278 10.5237227 7.9064427 9.0772574 8.5975863 8.8966043 4.0679398 10.4028352 9.9630933 9.7312993 11.6428477 12.0989890 10.6692969 10.2185324 8.7561270 3.9793120 11.0272969 9.3352456 11.2350782 9.3018992 9.6344158 -2.1022175 7.7973710 11.4780368 7.9973748 7.9580341 11.5381458 8.6703284 11.9635141 8.9546514 9.9018831 11.9200348 9.6495578 7.6621891 5.6122581 5.3409574 10.6453676 -2.1022175 10.7081838 8.5677846 7.6019171 12.6636107 10.0464904 9.1220155 11.2040755 9.6628853 9.1202050 10.5837766 9.0117559 10.5715437 8.9808282 0.4829515 10.5832006 4.8637997 0.4829515 5.8580158 4.2199429 10.8600060 7.3574456 9.8388817 6.2527033 5.3737456 NA 0.7054029 10.6783485 10.0471258 11.1741382 10.1186944 8.6377946 9.2489529 6.3281310 11.7859008 10.5127237 11.7107928 9.4018395 10.2857619 12.6352612 1.8049209 7.8709934 -2.1022175 NA 10.0022849 10.3851002 9.4072939 8.8881176 8.9607347 14.0574713 14.7901416 0.7054029 10.7703040 13.8302978 9.7552172 -1.1019078 4.0679398 0.4829515 2.8522186 7.9960458 14.5883802 8.6842833 9.1932030 11.9672118 NA 8.7745308 9.2626192 9.3305557 9.8123989 7.6156900 11.5141031 9.9451377 11.2899287 10.0181675 7.3978594 10.4763865 8.3574456 4.9623778 7.7798927 9.2632427 0.00056804 0.01279500 0.02609200 0.52072000 -0.00373950 0.02216400 -0.00567570 -0.00761010 -0.01560400 -0.03632700 -0.03632700 -0.03632700 -0.03966500 -0.00997280 -0.00997280 0.00056804 0.01279500 -0.52440000 -0.52440000 -0.52440000 0.02609200 -0.00447410 -0.00055444 0.00569190 0.00569190 0.02216400 0.01271700 -0.00200390 -0.00567570 0.00332990 0.00332990 -0.50484000 -0.50484000 -0.51818000 -0.00567570 0.01782400 -0.01560400 -0.03632700 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 -0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.505 -0.518 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.524 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.5196079 11.2806379 9.4631158 12.8335933 10.3851002 -2.1022175 -0.1020626 9.3625595 10.3200786 3.9424113 9.1399969 7.9383034 9.0084973 13.8333631 6.9036385 8.8500271 6.2730533 8.5173166 8.8874083 8.5535444 11.4418915 9.8478405 8.4602564 8.3828367 10.3007595 11.1099021 5.9641029 10.8418106 11.5247495 8.5454723 11.7234437 4.3574464 7.2924762 7.0629204 10.4723708 11.4063038 10.192347 10.442495 6.721381 NA 10.168309 8.791315 5.273053 11.218250 6.389866 9.871352 9.857654 5.985478 7.464068 10.560237 7.666198 13.828636 10.105943 10.391369 13.561377 12.788231 8.382837 8.850755 9.643268 8.188032 9.371212 9.248953 6.188033 5.365619 12.750933 8.540066 9.245082 4.598455 1.219958 10.478979 9.952957 13.302257 8.920382 13.187456 9.546371 8.450683 6.773855 9.399851 10.356164 15.420802 11.798809 12.050774 13.724637 11.269790 1.067914 10.818553 10.951261 11.155844 9.472607 9.731299 8.341993 9.796237 13.188537 12.206922 11.850117 4.625937 5.863797 6.136419 13.278231 11.480744 12.874309 5.097687 NA NA 11.521438 12.941767 11.987791 7.806407 11.192491 10.6299692 12.9617881 11.5614608 9.8430918 7.4274444 11.6902957 12.1790020 5.8866989 10.3076700 14.2189733 6.2244436 6.2687020 12.8460050 8.8168771 11.8310589 10.7436999 1.8980148 14.3102363 6.7407104 7.2665205 9.7947057 10.1313339 8.9634299 10.3656194 7.5273707 9.0024488 8.0791663 11.3163935 10.5454723 10.2635160 9.9986762 10.0407592 9.7779799 11.5806793 4.7181917 10.6327234 9.7645200 12.5263585 9.4003484 7.6411652 9.8888269 9.2488095 13.0476419 4.2378620 9.8317045 3.4526086 11.4780368 10.6105408 11.1525996 12.6636107 10.9924215 9.4371726 10.5715437 10.1223171 10.8951227 6.8695568 9.2511607 8.7450712 2.5984605 1.6678013 -0.5170485 11.1414854 10.9399587 9.8064064 2.2903359 8.7745308 7.7435042 10.2159917 TCGA-CZ-5456 57 0 NA 1712 kidney stage ii t2 n0 m0 19-3-2015 male 2006 NA NA 90 kidney clear cell renal carcinoma yes NA NA white NA 82.56.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.467973e-07 11.5380662 10.6433540 9.2782701 0.2549568 10.1999339 8.7204081 11.3687200 NA 3.1294479 3.3704573 8.2091741 6.9461401 11.0396127 9.0187435 12.5984412 8.7130428 10.6073891 8.1678672 2.8399394 10.2298704 8.5948277 5.4773697 14.7652069 NA 6.6007529 NA NA 9.4282385 9.3799607 7.3210667 2.6700245 11.8658489 9.7246197 10.1673682 11.5480663 9.9845986 8.3102601 6.7361042 6.8794693 10.4043016 7.5217645 10.8542708 7.1497959 10.9203138 10.3936763 5.1778102 12.2829990 9.9102104 10.0889220 10.0374301 7.9274035 9.5655907 10.2056552 9.5200067 8.1497954 8.1817680 3.4773665 9.6205712 9.2662051 2.7574714 6.6979211 9.7759238 4.6923826 9.3678518 9.2521573 3.8399394 12.6224536 14.6238935 11.4911914 8.2436624 16.0737847 8.0120898 10.0423363 3.7144104 9.8788593 6.9874277 7.8121221 1.2549568 9.9657843 9.6147273 8.6125298 9.8837271 9.9214978 8.2920671 9.7034383 6.5342017 13.8277570 11.1820150 NA 11.1586087 12.0239561 8.0493939 NA 6.6415590 10.4889968 7.6728305 10.5757784 8.8660026 9.5716364 11.1857152 9.1588596 11.8343205 1.9919345 9.7239413 2.7574714 -1.3298848 10.0682246 4.5279961 8.0341502 8.8411923 11.0520990 8.6965388 10.0357910 8.3210672 12.6419522 9.5541859 10.2236447 13.5414393 1.6700245 11.3478363 10.5353620 9.8191274 9.5495985 10.0857571 -1.3298848 2.1294479 NA 0.9919707 7.5526583 13.7964778 5.4644298 8.6212999 9.0591089 9.6408403 4.3704573 6.1698609 11.3235323 10.8207146 9.9743667 11.5098982 7.9368016 9.6285680 11.0248157 4.0275699 3.3138698 2.4773665 NA 10.4542412 14.4568975 9.2521573 7.4081072 9.0857571 7.2920676 9.3521322 8.0899753 7.6568810 5.8499242 7.0363374 6.0363385 9.3576448 9.5209836 9.3138716 11.7259756 13.3283942 12.5174643 10.8579860 9.1578555 2.4524109 11.4441847 8.8133987 9.9834652 9.7499867 9.5287735 0.9919707 8.0941817 10.5048813 9.3323009 9.2391495 11.7894428 7.9531040 10.9063286 6.7627727 10.0003720 12.9993913 10.1867002 9.1373765 5.0450541 7.4215591 10.4717237 -1.3298848 11.6562130 7.8424427 7.2587300 12.6402111 10.3197207 8.9060295 10.5974230 9.2379714 8.5372941 10.8795845 8.5526583 10.0936566 8.8647721 1.2549568 10.7886320 7.9828983 1.8399596 9.0154206 4.9368028 10.5832788 -0.3300662 9.1231007 6.5521080 5.5648324 NA NA 10.4550591 10.2125636 10.6738846 10.4733392 8.9072254 9.1519560 6.1412018 10.5855213 10.5380662 11.3545448 9.2540382 9.3326838 11.0891855 NA 9.2474441 -0.3300662 -0.3300662 10.1098462 10.2360693 9.3459725 9.0634059 9.7354315 12.4588356 11.5392236 5.0450541 11.6497978 11.6403010 9.3406715 1.4773665 5.6700160 1.8399596 2.7574714 7.9344581 13.9152709 9.0065219 9.0983756 11.4755577 NA 8.1778102 9.9432282 10.0264673 8.6343562 7.8474351 11.2481521 9.6154592 11.2535683 9.9606102 10.1743378 10.0275674 9.2149798 3.4323582 6.1774136 10.6154592 -0.0085766 0.3268900 0.3260800 0.6120800 0.6320700 0.4922200 0.0018030 -0.0329960 0.2460700 0.1144500 0.1144500 0.1144500 0.1242500 -0.0218480 -0.0218480 -0.0085766 0.3122100 -0.3515400 -0.3485900 0.3260800 0.3260800 0.0000000 -0.0291150 -0.2753500 -0.2753500 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7.0708948 8.4899070 8.3842610 11.7983319 9.8355505 9.5449967 10.5795335 9.5256625 10.9631995 10.2393963 0.9919707 10.2596665 9.8837271 12.4181789 8.9262239 7.1698609 9.0857571 9.0228422 12.3418881 8.3048263 7.6300173 2.5769091 10.5048813 10.9400186 11.4087410 12.6402111 10.8828157 8.5123656 10.0936566 11.3439869 9.9823991 7.5155051 9.8292559 10.2351174 2.9919345 NA -1.3298848 10.6490832 10.1177494 9.1077674 2.6700245 8.1778102 8.5903681 10.0493938 TCGA-CZ-5457 62 0 NA 1683 kidney stage iii t3a nx m0 19-3-2015 male 2006 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2559723 9.6741382 6.2042522 2.5603970 9.0666043 9.9148659 8.8102207 10.9069098 10.7437833 8.6414799 5.6978989 6.2883161 10.0369397 7.1088328 11.3476456 8.2186073 10.4783648 11.0668028 3.4863926 11.1714208 9.1536004 9.4594507 10.8766776 8.2718911 8.8948929 10.7913555 9.9275924 7.9612755 5.9527133 2.7620298 9.5105144 8.0995551 NA 6.5916151 8.9916845 -1.7617023 8.6710099 11.0574495 2.7620298 11.6756907 9.9706354 10.9354354 10.4171328 15.3538063 8.8262453 11.5551737 3.8234335 8.7131878 8.0917776 6.5238708 1.5603726 8.1378247 9.0425103 8.8485701 9.4183770 8.4756779 8.4911332 9.1603089 6.8158969 13.2866993 10.4582414 NA 11.4107391 10.0021824 7.4108956 NA 3.6307899 11.2879761 7.6264851 9.4905421 7.9799350 9.4869884 10.1107580 8.6156786 11.9621918 2.8234233 9.0610387 NA NA 9.7121736 7.0808186 8.2257319 8.8904166 10.6613211 8.3690385 8.8196685 8.9188275 11.6091853 9.2760148 9.6478588 13.0849867 1.6979072 10.0852433 10.4858020 10.5693848 9.0255543 9.8393101 NA -1.7617023 NA NA 7.4982110 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8.875093 9.673096 3.697896 3.145351 11.009132 9.283545 12.647196 8.076096 13.084987 8.779564 8.220035 4.974396 6.962982 11.194299 14.878939 11.973069 11.290526 14.479073 10.932608 0.238420 10.016545 10.101493 10.215390 8.632931 8.558140 8.195570 9.367107 12.890192 10.665257 11.288146 2.045827 3.560397 5.293749 14.503823 11.060043 12.406200 6.856854 NA NA 11.187018 12.389881 11.051237 7.984982 10.684000 11.1776798 13.1672638 10.3920199 10.1599370 5.8966787 11.6283681 10.6518314 6.1809832 10.0725438 14.3673081 7.1088328 8.3612960 13.0342960 9.1332856 11.6057461 10.3808941 2.4083858 13.1261169 4.8148375 5.7462617 9.6525241 10.2235982 9.2349415 10.9854020 8.4901397 9.2257319 7.6178465 11.7212759 9.8369858 9.8049977 10.9380404 11.0970318 9.9170680 11.1829969 2.8234233 10.4825344 8.8623494 12.6315868 8.9731776 7.8660017 9.7824664 8.7149914 12.5406784 7.2214615 9.2991638 6.5284869 11.2280398 10.6790776 11.1376360 13.3195768 11.3549743 9.3875799 10.3176193 10.7872899 10.7197678 5.5513499 9.4976227 9.5307896 0.5604215 5.5693848 -1.7617023 10.1268307 10.8539090 9.7930567 4.3882171 8.3945510 8.0312584 10.7913772 TCGA-CZ-5458 43 0 NA 1732 kidney stage iii t3a nx m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.56.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.13738876 -0.64408163 9.67287558 8.53095405 2.16336991 6.60395564 9.07370484 3.64143042 10.05776799 9.21789083 5.20152017 12.92255343 11.43967393 10.75075907 10.80259480 16.31973732 8.35320771 11.42782592 4.91061755 9.13820754 7.96705330 6.80723899 0.35603110 9.57277430 8.91061725 8.94380590 9.91588341 8.59681963 8.20933785 9.22947256 6.93345697 13.72012885 10.48498930 1.52596862 11.75477207 9.96090594 8.69253495 NA 2.67795919 12.42774213 7.70032458 9.67513598 8.33044277 6.73540709 11.35338433 9.69365038 12.18929111 3.35603110 9.16659997 NA NA 9.62340033 6.85188394 8.82770377 9.06597372 9.91922461 8.22176159 8.76435810 9.09580894 11.61209554 9.71906807 10.23561159 12.53671458 -0.05904398 10.70606979 10.70696760 9.95175213 7.20151821 9.98310619 NA 0.67798173 1.35603110 0.35603110 8.92778092 13.85886020 13.48370037 12.69775569 9.15287929 9.88105980 4.40042180 6.63679860 10.23675987 10.93581574 10.00618257 10.86727951 8.85587418 7.60395564 10.76303057 6.11091651 4.50577663 3.11091442 NA 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 0.201 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.489 0.000 0.000 0.000 -0.488 0.000 0.000 0.000 0.000 0.484 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.332 0.201 8.9953692 12.0194753 9.2911935 11.7117924 9.3510890 NA 2.2629142 9.6818960 11.3040835 -0.6440816 9.1192407 7.2748915 9.1217288 11.6724514 7.8893579 7.9980798 7.0284542 8.6192975 8.4448165 8.2432492 10.3759666 9.8046610 4.3333092 8.1042213 9.0764180 10.6257395 7.3475505 9.2371423 11.6312799 7.9182705 12.2665699 2.6779592 7.7135804 7.5532453 8.1889186 11.0357284 10.3532079 10.3225339 7.6298243 -1.6438562 10.3787430 8.7418906 7.2748915 10.7307962 5.2748915 10.2248510 9.3976875 6.1633840 7.1569285 10.2344625 6.9596543 13.2369989 10.4405046 10.0195866 12.7237844 12.6517973 7.0178061 9.1092451 9.9931061 9.0007859 9.4401724 9.5709547 5.5751973 4.7310692 12.9354033 9.3866954 9.6027690 4.5848483 0.6779817 9.9693575 9.1192407 12.9648030 8.4085964 12.5367146 8.9935589 7.8893579 7.3420124 11.3595463 10.0646812 15.2997680 10.8672795 11.8173800 13.5028357 10.8670398 1.1633699 10.5575397 9.5297056 10.5234465 9.2038687 8.9211304 6.9853854 9.8835054 12.7172868 10.9108571 11.6089880 6.7179725 5.6598104 5.4113110 14.7906113 11.0282327 12.5022789 6.5108464 NA NA 10.9173164 12.7685983 11.4009313 7.2171153 11.0687704 11.664652 12.471804 9.887410 10.265546 7.333308 11.895551 11.326853 5.176207 9.767010 12.987603 6.143930 6.220214 13.064619 8.124213 11.281768 10.260287 2.262914 13.762599 7.737268 6.188919 8.386185 10.396661 9.375619 10.665789 8.173012 8.910185 5.713580 11.177204 10.026685 9.755306 10.562738 10.392546 9.738112 12.071132 3.310224 9.987205 9.351795 13.187684 8.212454 9.299276 9.373533 9.034347 12.817828 4.895186 8.734323 6.207778 10.938406 10.534382 10.916361 13.068824 10.179794 9.549554 10.263295 10.599797 10.809937 6.333307 9.813922 9.664367 1.677937 6.238672 1.940994 11.222921 10.644332 9.553245 3.262914 8.283807 8.893247 10.351796 TCGA-CZ-5459 63 0 NA 1683 kidney stage iii t3b nx m0 19-3-2015 male 2006 1515 NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.56.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 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9.55219971 -1.04394335 9.89264785 10.64600790 4.08528867 11.04801380 14.26185790 10.66380037 9.67625418 16.27073474 7.97281842 10.25177885 4.24141311 9.36646123 7.62843533 6.59986673 1.24877769 9.47170976 9.18362595 9.33863389 9.88674721 8.59986599 8.27115952 8.79521368 6.67710932 14.09508155 11.05502886 -1.04394335 11.25120485 10.05457502 8.66336917 -1.04394335 6.66336882 12.08303694 8.06975210 9.73408703 8.14336178 7.17032870 10.77219356 8.40515849 11.84575152 3.20393720 9.33430480 NA NA 8.99080883 4.93328936 8.37807459 9.55499283 10.91420011 8.34832715 9.31904953 8.88082233 11.74368393 10.05272508 10.45834447 13.19650311 2.76336908 10.44211589 10.28243934 10.57989139 8.57622961 9.98667701 NA 0.54101915 -0.04394335 0.54101915 8.71589817 14.33900535 8.86889909 12.90547187 9.59172803 10.11398837 3.12593208 7.20393720 11.50193966 10.59535064 9.46677413 10.99948496 8.51634260 8.94327377 10.71256621 2.27792525 5.12593621 1.76336908 NA 9.18362595 14.30207341 9.37386242 10.56426469 8.93900349 6.53343876 9.44585786 8.15568245 10.35995398 11.52728850 9.76336476 6.86889909 9.97494726 10.31630835 7.98667715 11.01400163 13.13848184 11.27115946 9.73162010 9.32123882 2.80900277 12.31891259 9.26548636 10.14830269 8.95036343 10.16728980 NA 7.55219952 10.86064449 10.94226084 8.94500686 11.34133307 8.76818730 10.71214917 10.04678393 9.80853935 11.63483006 9.65558242 8.49813237 5.43174329 8.35688944 9.97072786 NA 11.24861909 8.19441460 6.01129212 13.55388786 10.26207158 9.13467479 10.51059873 9.78573264 9.58445540 11.12850614 9.24948161 9.91093319 8.41953426 1.76336908 10.78771299 7.38646264 1.88959036 7.70755378 3.76336908 10.57714602 5.36540209 11.79275065 6.15224225 3.86289767 NA -0.04394335 11.44309626 10.53721044 10.78176369 11.10766074 8.86440253 8.93430566 6.62510826 10.17517838 10.40567440 10.92791267 9.30252355 9.91601184 11.34214186 1.27792525 8.24833132 NA NA 9.76336476 8.85687679 9.33430480 8.01129212 9.80228387 11.96741188 13.65634123 4.08528867 10.70336376 11.72398741 9.86740184 -0.04394335 5.14583639 NA -1.04394335 6.64949619 15.02226730 8.96303709 7.39895313 11.12217300 NA 7.58900539 9.17716187 9.76979108 9.37912577 6.54846745 11.26349533 9.74717270 10.92755347 9.59648088 7.81087813 10.77977516 9.01264772 4.71090009 6.30668330 10.58126207 0.0047198 0.0107040 -0.5886300 0.0077792 -0.0016620 0.0026365 -0.0097155 -0.0175280 -0.0221940 -0.0456340 -0.0456340 -0.0456340 -0.0456340 -0.0017147 -0.0017147 0.0047198 0.0107040 -0.5886300 -0.5886300 -0.5886300 -0.5886300 0.0207640 0.0016651 0.0196430 0.0196430 0.0026365 0.0019426 0.0019426 -0.0041537 -0.0022160 -0.0022160 0.0000000 0.0098678 -0.0978900 -0.0169780 0.0253910 -0.0221940 -0.0456340 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.589 -0.589 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.589 -0.589 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.7175613 11.6745428 9.1006681 12.9876249 9.5144306 -1.0439433 1.9560195 9.9058366 11.1043117 0.9559823 9.3770226 7.6106462 9.0044969 14.4319966 7.4795717 7.1703287 7.4113373 6.7241946 7.9756004 8.0031339 9.8718892 9.9138374 6.1556825 8.4236156 10.3817504 10.0354947 7.3353886 4.3135651 10.8752457 8.2157533 11.9889131 5.0645337 7.2688928 7.6354903 9.9332898 10.3600870 9.9080231 9.7983602 8.4717098 NA 10.3958407 8.8911749 7.2227968 10.2660546 6.7175613 10.0044968 9.6177879 6.9332894 6.7569099 9.8644025 7.5890054 12.8804513 10.6766816 9.5596362 12.6773227 12.8396078 6.4236151 7.8232889 9.9482402 7.0904364 9.4912853 9.5400329 5.6702540 5.2958589 13.0285612 8.5067566 9.4578471 7.3223320 0.9559823 10.3179536 7.9700305 13.2834222 8.8170969 13.1965031 9.0775434 7.7697909 6.8683003 11.5329666 12.0538774 15.6787774 10.9994850 11.0530544 13.9333345 10.5489340 0.5410192 11.3212388 10.9054718 10.9021852 8.5086790 7.9866771 7.7952137 10.0968397 12.4966223 10.0968397 11.4625630 5.4638055 7.8201962 6.4072202 14.7442714 11.2175172 12.3959706 6.2414112 NA -1.0439433 8.8823059 12.4939562 11.4812762 6.9783776 10.6625059 11.904742 12.684356 10.483971 10.187231 7.649497 11.491285 11.295303 5.105758 9.352615 14.323022 5.850827 5.241413 12.342266 9.212219 11.153841 9.806197 2.656451 13.373137 8.757799 6.776188 9.018029 9.363278 9.030151 10.883788 9.575194 9.059298 5.862900 12.322332 10.037493 10.158746 11.185129 10.235040 9.879337 10.999037 4.125932 9.848553 5.165462 12.959106 8.371752 8.475646 8.939003 8.967111 12.319871 5.382273 8.467762 5.724195 10.860644 10.187231 10.428701 13.553888 11.383061 9.388552 9.910933 11.739213 10.209266 5.447863 10.188431 10.094922 2.540970 3.763369 2.763369 10.836359 11.873960 9.339714 4.886745 7.589005 8.236781 10.375443 TCGA-CZ-5460 55 0 NA 1430 kidney stage iv t3b nx m1 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.01188701 9.97432252 15.87046515 7.77888468 9.58131641 4.71078991 9.41787023 7.33994974 3.76736877 2.73218235 9.43616475 9.58787707 8.47773560 10.24642543 8.64183970 8.18587200 8.69871439 7.08188177 13.66273239 11.01529824 -1.51787454 11.54889857 11.59094048 8.02112712 NA 3.43616184 11.77328314 8.12942676 9.14819259 9.44052122 8.92905183 10.96048536 8.62790080 11.75691007 2.94140684 8.81735880 -1.51787454 NA 9.53249736 5.67179438 8.49179699 9.64247018 10.42887476 8.44919488 9.68776181 8.28125035 11.81688002 9.76505681 10.16759339 13.22674980 0.48191888 10.75989517 10.63108054 9.67364458 8.72514264 9.88764178 NA 1.65191274 NA 0.80388829 7.19621359 14.14844218 8.35079115 12.74082895 9.98678749 10.51160087 3.52635682 6.77198723 11.23873331 10.36804608 9.78003100 11.82762601 8.63805175 9.79994631 10.75896528 4.72989532 6.17545474 -0.51808112 NA 9.54805779 13.71831911 9.52294319 8.47065318 8.86890865 7.94549300 9.91763881 8.84391226 9.50132290 8.45638317 10.45423040 6.13302093 9.63122654 10.20264031 8.41860657 11.31801885 12.49249661 11.94344796 9.44991520 9.76273930 2.92025518 12.46896599 8.83069678 9.42594850 9.69750157 10.39859439 1.28930331 7.81288516 10.68531647 11.63253138 9.66165377 11.32490807 9.12942702 10.25097981 5.59049424 10.33761566 11.50398947 10.45853263 8.39696648 5.72037424 7.70355549 10.35502805 1.06695024 10.60220641 8.37071181 6.77658963 12.82716581 10.31880783 9.39111145 10.91477139 9.94498198 9.78916926 11.32559717 9.40306551 9.72633228 8.68164076 NA 10.54772117 7.15085310 6.03655828 5.82181734 2.65188979 10.17196650 6.48759246 10.45755859 6.08054255 3.69142250 NA NA 11.04992456 10.38810750 10.70174206 11.11904616 8.10035380 9.18672809 6.11125254 11.49860272 10.56245299 11.28529245 9.28044021 9.82958987 10.44124598 NA 8.60738210 0.06695024 -1.51787454 10.11086967 8.93214889 9.24849736 8.37981414 9.87321216 13.02288357 13.78407189 -1.51787454 10.46460568 11.43452779 10.00307822 1.48197053 2.56944248 -1.51787454 NA 6.79485121 13.80121724 9.17719676 7.92283769 10.74347584 NA 8.60350210 9.24816620 10.11677956 9.18414117 7.36461183 11.49912491 9.84719738 10.30294525 9.27769167 8.17545524 10.53283746 9.43907059 3.00552575 6.53366613 10.45458935 -0.087357 0.171510 0.175650 -0.079229 0.600610 -0.083067 -0.141030 -0.103420 0.119910 0.005970 -0.013339 -0.013339 0.000000 -0.087357 -0.087357 -0.086784 0.171510 -0.542700 -0.542700 -0.542700 0.175280 -0.070937 0.154120 -0.524710 -0.546140 -0.083067 -0.085988 -0.084262 -0.141030 0.149200 0.149200 0.162050 0.162050 0.136870 0.108180 -0.070001 0.119910 0.005970 -0.141 -0.141 0.149 0.149 0.000 0.000 0.162 0.137 0.148 0.108 0.108 -0.116 -0.116 0.000 0.000 0.120 0.120 0.000 0.000 0.135 0.135 0.110 0.000 0.172 0.172 -0.367 0.175 0.000 0.000 0.000 0.000 0.115 -0.410 0.157 0.601 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 -0.141 0.149 0.149 0.000 0.000 0.162 0.137 0.148 0.108 0.108 -0.116 -0.116 0.000 0.000 0.120 0.120 0.000 0.000 0.135 0.135 0.110 0.000 0.172 0.172 -0.367 0.175 0.000 0.000 0.000 0.000 0.115 -0.410 0.157 0.601 0.000 0.000 0.000 0.000 0.000 0.000 9.776015 12.020279 8.849383 13.343055 9.546038 NA 4.785749 9.744651 10.997415 2.289333 8.636787 6.028863 9.262508 13.440340 7.857008 8.335278 6.636787 6.196214 8.824043 8.048023 11.917509 9.810643 7.382835 9.216678 10.061647 9.674878 7.182408 6.908233 11.583616 8.274759 12.213065 3.569430 6.691422 7.539961 8.751095 10.435074 9.9698085 9.9637680 8.4549482 NA 10.6553333 8.5413131 7.0172438 10.3124837 4.5043344 9.7131897 9.6550210 6.5800007 7.5043360 9.8499292 7.6543962 13.0179121 10.9019287 9.9008753 13.1464714 13.0991490 7.1719664 8.4959889 9.9942151 8.4141833 9.6170365 9.6487593 6.5098747 3.0669330 13.2553138 8.9040333 8.9040333 4.5043344 2.6518898 11.3395608 8.7298960 13.3156987 9.1167796 13.2267498 9.4882947 7.9434478 7.1566201 9.2674209 11.7788847 15.2568842 11.8276260 11.0987471 13.1151340 10.2989521 3.0669330 11.5421578 8.9475350 10.5865673 8.4419706 8.4186066 7.8306965 9.8016406 12.5019935 11.1327959 11.1678101 1.6519127 6.6009090 5.7011359 15.1230558 10.4749069 12.5170253 7.1258247 NA -0.5180811 11.3980346 12.3802865 11.1782319 6.9495746 10.6865397 11.90021643 12.74963304 10.80164063 10.29895209 7.49319578 11.74802299 11.50676189 6.41860657 9.74992556 13.10695469 7.24684034 6.74406285 12.23120003 8.91346600 11.51590765 10.14774857 0.06695024 12.80347387 6.95352134 5.98976346 8.12463418 9.95008343 9.18932768 10.41897439 9.43252436 8.99956910 6.55878345 12.39111156 9.96124348 10.04564146 11.69005041 10.92905176 9.62917336 10.43652833 2.18240627 10.09207051 8.41713352 12.86963112 8.29574965 7.40380965 8.86890865 9.45729345 12.47375605 5.95770106 8.51263579 4.52636308 10.68531647 10.35117678 10.94293626 12.82716581 11.24787614 8.34460572 9.72633228 11.07955552 10.43618298 5.83952127 10.40455288 10.05514223 0.48191888 2.65188979 0.06695024 11.34305543 12.33484617 9.41492133 3.33994974 8.60350210 8.17545524 10.37337253 TCGA-CZ-5461 52 1 330 330 kidney stage iv t1b nx m1 19-3-2015 male 2006 317 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 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1.0818850 9.0917239 9.2240024 8.6975250 9.6901501 9.3993078 7.8132143 9.3805308 7.0648893 13.1214570 11.2576008 -0.9181150 11.4532635 10.8214797 8.7436735 -1.9181150 6.9367639 11.6575527 7.5717435 10.4768938 9.0397229 8.4955233 10.8523527 9.0484008 11.3627313 3.2913531 9.5882029 1.2518100 NA 10.0411727 4.6210555 8.2303716 8.9917883 10.6338438 8.6687350 9.2392422 8.6200842 12.1167329 9.4004380 10.0969618 13.0233097 2.5413166 10.9888685 10.7203312 10.0133715 7.0360912 10.0980071 NA -0.9181150 -0.9181150 -1.9181150 8.6602680 14.3472539 4.5896916 11.6881848 9.0677371 9.7148905 3.3673012 6.2008358 11.6154683 11.0964388 9.1187558 12.0016264 7.7823352 8.1385329 11.0514617 6.8730577 6.1479843 0.4038131 -0.3331525 9.6555425 13.7359159 9.5500102 8.7185199 9.8628451 8.1084189 9.8562705 7.8500793 9.4031188 8.9484014 9.4077630 6.2214460 10.3316042 9.8225194 9.8199876 11.6352846 12.3425208 11.3946364 10.8998782 8.7596149 2.6800317 11.7110242 9.2754206 10.3559822 8.9759551 8.7021152 -0.9181150 9.0705798 10.9568766 11.8659780 9.6261885 11.2827939 8.8681648 11.2583801 7.8132143 10.0469581 12.1202999 9.9195232 8.6094015 6.0931228 7.5186067 10.8085392 NA 11.4601901 9.0148482 6.8300880 12.9131530 10.0389973 8.6239597 10.8554466 9.3064999 9.4161686 10.7646616 9.1364995 10.2389263 9.1825577 2.6054469 10.8775291 7.6229918 2.6668475 5.7257521 2.9887937 10.6280663 6.1746521 10.7653198 5.8230921 5.9084431 NA -0.9181150 10.7602753 10.1028753 10.8986789 9.9305183 8.2278272 10.1673645 5.3001933 11.4662743 10.4128121 11.7872036 9.2864665 10.3061984 11.4670836 -0.3331525 8.5165234 -1.9181150 -0.3331525 9.9410417 9.5191271 9.1405634 9.0818953 8.9645384 13.8101347 13.8796834 4.7823352 11.0727084 14.1016380 10.1160064 -0.3331525 2.9398848 0.4038131 -1.9181150 7.6706102 14.5133929 7.9084437 8.6132767 11.6554241 NA 8.0577432 9.4854453 9.4693742 9.4580206 8.1125625 11.3485354 9.2568210 10.6645077 10.0873023 7.8417832 10.4677577 8.6668578 4.3484945 6.2215485 9.8791514 0.0108420 0.2345700 0.9340500 0.2605900 0.2373600 -0.0132640 -0.0833330 0.0000000 0.2251500 0.0992880 0.0992880 0.0992880 0.1431000 0.0108420 0.0108420 0.0108420 0.2345700 -0.4540000 -0.4540000 -0.4540000 -0.4540000 -0.2223100 0.2612200 -0.0012473 -0.0012473 -0.0132640 -0.4375600 -0.4375600 -0.0833330 -0.0037395 -0.0037395 0.2424900 0.2424900 -0.2353000 -0.0092666 0.0339070 0.2251500 0.0992880 0.000 0.000 0.000 0.000 0.444 0.444 0.242 -0.235 -0.226 0.000 0.000 0.000 0.000 0.000 0.000 0.225 0.225 0.000 0.000 0.243 0.243 0.211 -0.224 0.235 0.235 -0.454 -0.454 -0.143 -0.143 0.246 0.246 0.000 0.000 0.237 0.237 0.000 0.000 -0.438 -0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.444 0.444 0.242 -0.235 -0.226 0.000 0.000 0.000 0.000 0.000 0.000 0.225 0.225 0.000 0.000 0.243 0.243 0.211 -0.224 0.235 0.235 -0.454 -0.454 -0.143 -0.143 0.246 0.246 0.000 0.000 0.237 0.237 0.000 0.000 -0.438 -0.438 0.000 0.000 2.889259 11.759395 9.152016 12.468229 10.187476 NA 4.782335 9.636484 10.870136 1.666847 8.893270 4.681809 9.039723 11.998708 7.826729 8.459106 6.617171 6.997775 7.969116 8.594636 10.475286 9.546951 5.474212 8.274188 10.391065 10.856888 7.996280 3.914785 12.262271 8.722140 11.881981 4.876311 6.206016 6.833439 10.013002 10.936374 10.2008363 10.2430272 7.6460445 -1.9181150 10.1314035 8.8225192 2.5413166 10.5734979 5.0244083 10.4119718 9.7823350 6.1799270 7.0447908 10.3722022 6.8233621 13.5378646 10.2249595 10.4303469 13.1358212 12.6080888 7.8779350 9.2436569 9.8575055 8.6855215 9.4010028 9.0548751 5.5576276 8.2214465 13.5532530 9.0818953 9.7450085 4.8632546 3.7257521 10.4539441 9.3597638 13.2996258 7.8924669 13.0233097 9.2001875 8.1344633 6.2820097 7.6799480 11.1177254 15.6729427 12.0016264 12.0752760 13.6519288 10.7011982 0.8892399 10.4495830 10.1449533 10.7060053 8.5886985 9.8199876 7.9902878 9.7030315 12.9440483 11.3398723 11.6529344 0.4038131 5.1042612 5.7892545 14.6574524 10.7080605 12.4715266 7.1290192 -1.9181150 -1.9181150 9.8932700 12.6925164 11.3648360 7.3107137 11.1761379 11.3451645 13.0340450 10.5426072 10.1871490 6.8860257 11.4536719 11.1134242 6.0126335 10.0698698 13.9462178 6.8566820 8.6715464 13.0826347 9.1378554 11.7739658 10.2689380 1.9887756 13.6557199 6.2849989 6.1587107 9.5064867 10.2121441 9.4928764 10.5263925 8.5102554 8.9855437 6.2568201 11.2811075 10.9601378 10.0096733 10.7558668 10.1802564 9.9526453 11.4668139 2.4742024 10.4128121 10.6808782 12.4414980 9.3759415 9.0118934 9.8628451 8.9744533 12.6310181 4.2111758 8.6132767 3.2518251 10.9568766 10.3936436 11.4797036 12.9131530 11.2375041 9.3173113 10.2389263 10.6376827 10.8378010 6.5413274 10.0052227 9.8964777 0.6668475 3.7823352 NA 10.4685661 10.8385746 9.7062339 4.9645373 8.0577432 8.2150374 10.0469581 TCGA-CZ-5462 83 1 311 NA kidney stage iv t1b nx m1 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.56.0 NA NA 3 2 3 4 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.8479945 9.5582162 10.1229761 9.4048491 -0.1265805 9.4318883 6.4832612 4.2657819 12.1107772 3.3759708 11.5109982 2.9323636 8.9556165 5.7494109 3.8120669 NA 0.6104166 10.9852553 10.1654056 10.6738283 10.6366800 10.7644918 8.8818961 7.7564776 10.6433054 10.0566895 10.7458860 9.3532479 9.6205417 11.4256564 4.4979572 8.4795644 NA NA 9.7833607 9.1795292 10.1042887 8.9087250 8.7692954 13.5825873 12.8750517 0.2885358 11.3011296 14.1104036 9.8430940 1.0958569 3.9609287 0.2885358 2.0958569 7.4458517 14.0411993 8.2073682 8.4293348 10.6697776 NA 8.6138105 9.3996473 10.1178314 9.0674034 6.5028238 11.6368183 9.5605516 12.1298729 10.0172760 7.8659337 9.4350737 8.4671698 4.5173261 7.1920560 9.9174062 0.0116790 0.0047190 0.0027370 0.8544200 -0.0069195 0.4288900 -0.0033243 0.0119580 0.0162860 -0.0666540 -0.0666540 -0.0666540 -0.1482700 -0.4139100 -0.4236400 0.0116790 0.0011687 -0.4337700 -0.4348500 -0.4348500 -0.4348500 0.0033299 -0.0051227 -0.4488300 -0.4406300 -0.4399400 -0.4330100 -0.4200300 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10.1102791 8.1696189 NA 10.6499007 8.4820306 5.7147703 10.6466068 4.5552947 10.3018278 10.3649867 6.8237799 6.2368714 10.2354114 6.2542898 13.7965165 11.2123896 9.8630986 13.6670709 12.9965651 7.5692761 8.6036545 10.4621822 7.3301640 9.3115662 8.9776294 4.8120669 4.5552947 12.6846416 6.8958358 9.5576318 1.4584345 -1.7117005 10.3007804 9.3191722 13.3479763 8.8392520 13.5318279 9.1511424 8.2885053 4.2595889 10.1931397 11.5665189 16.0961304 12.0134633 11.3279382 13.7740829 11.2416102 -0.7114642 12.2160053 9.9919761 11.6485291 9.4452202 8.8874881 7.8450114 9.9364131 13.2018153 10.9657843 11.6761091 1.4584345 5.1953948 2.8120669 13.2581942 11.9669952 12.5824796 6.8198866 NA NA 11.3308485 12.5539736 11.3921158 7.5316793 11.4272568 10.5316790 13.0494849 11.3777900 9.7576382 6.8430944 11.5623007 12.6610981 4.6635439 9.5239210 15.0623655 7.3383540 4.2427016 12.2824907 9.2310195 11.6135294 9.5831258 2.1954106 14.0494849 7.6893418 5.8507469 8.4406757 9.1627181 8.9359635 10.1825649 6.6893844 9.3460975 6.6548279 10.6551005 10.6446819 9.9292019 10.0044671 9.9105568 9.8767513 10.1600253 1.6104166 10.5082786 3.2885062 12.0216455 9.4875639 6.3599674 9.0861668 9.0136839 12.8604947 5.6104343 8.5681157 2.9889391 10.9622558 10.5022169 11.5634656 11.8971065 10.8125570 8.1433735 10.1229761 9.8397327 10.5969608 5.6372335 9.5957060 8.7324846 2.9889391 -0.1265805 -1.7117005 10.9562819 10.1826786 9.4067973 1.0958569 8.6138105 8.4164995 11.1408395 TCGA-CZ-5463 76 0 NA 662 kidney stage ii t2 nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.56.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.74370530 7.25322254 2.65587843 9.01887866 9.41674011 8.99326790 10.55674361 10.80877349 9.12713154 5.74040952 8.37909630 10.68130273 4.00734802 10.96766419 7.13774532 10.25450689 10.93488687 2.70478345 10.31875993 9.50870218 9.32781421 10.91147521 8.15654679 7.09939200 10.26905022 7.77946329 8.19770767 4.11982095 -0.61705613 9.32781421 7.54608879 0.11982095 5.85859277 8.59231164 0.60520984 9.90380429 12.21409954 3.63078986 13.94453962 10.30023037 10.70215407 8.75136463 15.53917841 8.56855964 11.84544575 4.66826098 8.38473541 7.88270418 4.33705452 1.49942497 8.97966927 8.97721408 9.38191861 8.93103797 9.02008683 8.08329795 9.54650789 7.05292447 13.31952688 10.62046664 NA 11.52475252 10.25248035 5.70478622 NA 2.19020396 11.23043769 7.46500718 11.23837566 7.48439596 5.28974964 10.57473997 9.22939349 11.73520889 2.04582736 9.55653537 NA NA 10.25219506 3.84228496 7.95650568 9.49833545 11.25578962 8.96468655 8.32145779 9.28171146 11.53337777 9.03031676 9.27210859 13.72521078 -1.20223992 10.75157025 10.97935867 10.08069457 8.06702233 10.39804098 NA -0.61705613 NA -1.20223992 8.47825513 14.08665373 6.93232225 12.71293482 8.23460718 8.85046378 3.44174905 8.16203023 11.42907281 11.55393081 9.78231420 11.63394118 7.73158650 8.81609598 10.88370015 0.96783261 2.19020396 3.86398799 -2.20223992 9.16531052 13.25777560 9.76908011 10.49941879 9.51342876 6.52921501 10.30668091 7.83681475 7.53209717 12.11325765 9.43497343 4.72863346 10.78032609 10.47583555 9.12488693 11.92870764 11.91090535 10.49638345 9.95682102 8.37699487 1.71246372 11.14952517 9.24497908 11.74927157 9.73668148 10.17021677 -0.61705613 8.68053886 10.93808646 8.98027156 8.25623039 11.52390098 8.87871339 12.12699134 6.19877504 9.21522089 11.27198194 9.56979790 7.50380428 4.64338868 6.80071098 10.55570248 NA 10.80439719 8.76295867 7.16203074 13.16295371 9.77517568 9.00734914 11.05085679 10.19182244 9.46545090 10.35651734 8.86533025 10.40360677 8.97219722 -1.20223992 11.06292471 6.18159953 2.04582736 7.08098377 4.69271174 11.50017668 4.96781878 9.55361797 6.44030776 4.60525134 NA NA 10.66053310 9.85690215 11.59636757 10.23538781 10.68854004 10.60788897 6.92542626 10.77874935 10.49268892 11.86935814 9.49181823 10.64690985 12.24303997 -1.20223992 7.36775109 -1.20223992 -1.20223992 9.87838020 9.50697953 8.37248943 8.54692725 8.90903141 12.01449007 13.36377136 1.49835300 11.06614538 13.02234973 9.64142428 NA 4.89592785 -2.20223992 -2.20223992 8.51814011 14.63714878 8.39408536 8.58171240 11.08863462 -2.20223992 7.95144792 9.16311375 9.22468474 10.30544266 7.35631639 11.29711884 9.50827176 11.36156874 10.39038083 6.94000226 10.57925549 8.19984212 4.71497080 7.59011693 8.91488946 0.0000000 0.0141900 -0.7089000 0.7231900 -0.0015243 -0.7188000 -0.0316320 -0.0178030 -0.0381700 -0.1064300 -0.0894340 -0.0894340 -0.0894340 0.0000000 0.0000000 0.0000000 0.0141900 -0.7089000 -0.7089000 -0.7089000 -0.7089000 0.0123760 0.7231900 0.0111210 0.0039357 -0.7374600 0.0047190 0.0047190 -0.0316320 0.0030522 0.0030522 0.0086135 0.0086135 -0.7209300 -0.0055375 0.0321400 -0.0381700 -0.1064300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.709 -0.709 0.000 0.000 0.723 0.723 0.000 0.000 0.000 0.000 -0.737 -0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.709 -0.709 0.000 0.000 0.723 0.723 0.000 0.000 0.000 0.000 -0.737 -0.737 0.000 0.000 0.000 0.000 6.8422900 11.5030962 9.6088689 14.2072701 10.9686033 NA 0.6052098 9.3767401 10.1559975 1.1198210 8.8985582 6.0740194 8.7264140 12.6336008 6.5759733 7.7737439 6.7077884 6.2157485 7.2199603 9.0635108 9.8800448 9.8178340 6.5224089 8.3438257 10.8960315 11.6440717 6.0879147 3.5792526 12.2724890 7.5971773 11.3653492 4.9577661 7.5104224 7.2917509 10.1438554 11.4444545 10.1391366 10.4563304 7.1987750 NA 9.3002304 8.6805389 6.0458230 11.1427464 5.7520929 9.4738529 9.9431911 6.4913833 5.4052266 10.5615231 5.9678211 13.6112010 9.5313349 10.1767325 13.3367516 12.5820705 7.9963407 8.3601382 8.8880083 7.1198241 9.4556607 8.5693851 5.1016753 2.9271759 12.9531093 8.3837972 9.7085385 2.9678142 2.6052573 10.1947681 9.0049100 12.7960014 8.5435701 13.7252108 9.4139852 8.5619378 6.6490823 7.6212629 8.5792556 15.0783131 11.6339412 12.2547635 14.9793101 11.1904815 -0.6170561 9.4417520 11.8545335 10.9721973 8.2157485 9.1248869 8.7411430 9.3283022 13.2399645 10.8710331 11.2810805 1.7047835 4.0073480 6.2736296 13.8686169 11.4196043 12.8239436 8.1119124 NA NA 10.0602843 12.5164822 12.0080298 7.8450195 11.4529792 10.4742937 13.4007686 11.6190718 9.8606165 6.1902138 12.2397377 10.8282181 3.7978949 10.1215136 15.3498518 4.0073480 5.7808901 12.3602461 9.9898802 11.9964943 10.1223576 3.1902198 14.1994586 6.3578845 6.1554477 9.8277593 9.6558768 9.4162814 10.5368324 7.6667183 9.3076708 7.5292150 12.1124082 10.5108526 10.6622754 10.0282165 9.5005013 10.2764126 12.2678555 2.4983275 10.0570506 4.2408409 12.6567762 9.5845738 8.8886699 9.5134288 8.9833348 12.6479849 3.6805382 8.8932927 2.3214664 10.9380865 10.1639447 11.6750840 13.1629537 11.3470788 10.0532194 10.4036068 10.0670225 10.8306130 6.9142392 9.4153632 8.9284663 0.3828332 4.2072838 0.9678326 10.1268512 10.9516172 9.8285629 4.3978098 7.9514479 8.0599906 10.5679402 TCGA-CZ-5464 69 0 NA 1740 kidney stage iv t3b nx m1 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 82.56.0 NA NA 3 2 2 4 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.91822118 10.08809401 8.52137784 5.73366888 9.82313856 7.73225902 12.94634836 -1.66703434 0.96036343 7.81458823 9.80141316 8.08433326 10.74694581 8.16092573 12.33683395 7.49013607 10.54558947 7.97303376 4.61819166 10.20777038 8.81458855 8.11012674 13.78660726 NA 4.82464058 -1.66703434 NA 9.54467741 10.03928510 8.20930616 4.67264032 13.62988448 9.65809453 10.23817614 11.70442961 10.29712996 8.67708500 7.42290154 8.35931251 10.03192777 5.33279027 11.63199709 9.31506961 10.26056711 10.48158341 3.69033887 11.53797140 9.31791950 10.58663660 10.18687823 8.49266038 6.77987166 10.79788861 9.04932555 8.02627610 6.86806444 -0.66726343 10.16765510 8.81054721 -1.66703434 6.23365610 9.64136702 3.72510854 9.97167747 8.74747434 5.39887705 10.23473075 12.64638075 10.84083141 10.10592828 15.97411411 7.99990081 10.78116354 4.96214642 9.56100644 7.76533119 8.07088141 1.68750866 9.88064757 9.16409638 9.07341324 10.14456520 9.28188622 8.22457285 9.07594036 6.92524584 13.94271808 11.12415550 NA 11.68137894 11.24272527 8.90074517 -1.66703434 8.28407359 10.67791710 8.07594063 9.96760007 8.74111874 8.78090552 11.25574508 9.52137784 12.20394451 3.69033887 9.56100644 2.58072438 NA 9.99144688 6.08767711 8.17827892 9.19232389 10.47106092 8.46207196 9.66090295 9.31863093 12.09363273 9.67375180 10.28115633 12.60993115 2.97663858 10.72973366 10.81080023 9.64226546 7.05388788 10.04832216 NA 0.91777544 1.33279385 -1.66703434 7.98024756 13.98714541 10.67708500 11.37273623 9.67041106 9.69253861 4.99100023 6.10757699 10.75143234 10.56280956 9.37923106 11.33067424 8.82062926 9.10014587 11.09703870 6.48760693 5.17828041 4.23968063 -1.66703434 9.62798413 14.11499388 9.60191579 9.83462621 9.66538513 7.79426834 9.92524614 7.88161079 9.18978256 10.86611879 8.51394152 7.91210492 9.73946183 9.19154711 8.80547981 11.09579391 12.05506296 11.09184500 9.45561717 9.31337148 3.51269464 11.69212686 9.35654353 9.60658473 9.20392423 5.36621379 4.06071322 8.02975654 10.68400438 10.58571174 9.47884848 11.13772675 8.76741744 11.01468634 8.82764471 10.30935322 11.83971648 10.26093729 8.35996255 5.56160719 7.04359604 10.72832326 -0.08222456 11.68234676 8.16251167 6.82062957 12.83537229 10.11701498 8.22609038 11.00167405 9.26278713 9.31720750 10.67513607 9.04531600 10.00211712 8.34820409 2.50271249 10.68013365 7.13045113 4.35405010 8.71972935 5.25165093 10.31471306 5.84058408 10.49420758 6.63066902 5.49266078 NA NA 11.02431455 10.34994552 11.10200711 10.82062910 9.03582760 9.57476040 6.65115074 11.27841583 10.52785366 11.54695642 8.65358961 9.80750901 11.04875107 NA 8.79324499 NA -1.66703434 9.96169017 9.96941372 9.44261968 8.86611887 9.63885074 12.36190373 13.05276607 2.85634833 10.89192713 13.04960855 10.22267320 0.65471049 5.18703529 1.14012422 -0.08222456 7.03669234 14.25971048 9.03842137 8.25760140 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19-3-2015 female 2007 NA NA 100 kidney clear cell renal carcinoma yes NA NA NA NA 82.56.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.4868173 8.6254517 9.9450398 8.9417845 9.5680116 7.9069826 7.8571220 8.6730578 6.6384243 13.7053115 10.9104243 NA 11.4598106 12.1155531 7.7399264 NA 3.8853791 12.2779197 7.8379710 9.3755740 9.4899015 7.9874010 11.4865747 10.1796841 12.0125501 2.7278333 10.0697426 NA NA 9.8728892 5.7955825 8.1910488 8.8234389 10.8165253 8.4868310 8.0189212 7.5548766 12.0344528 9.2824278 9.7064394 12.8621172 -0.9725628 10.5645351 10.7908191 10.0312685 7.3081697 9.8908112 NA 0.3493653 0.8347921 NA 8.8234389 14.7063294 6.0217529 12.3514391 8.4950047 9.3041053 3.4197142 6.8021868 11.5370505 10.9978647 9.8503683 12.1361401 7.9146201 8.7165235 11.0016346 5.0826813 7.4578520 0.6123997 -1.9725628 8.9335381 14.5376071 10.0379274 9.4687873 8.7755922 7.9581368 10.6750825 8.3560742 9.2764890 7.9522118 10.6031748 5.8977632 10.2799996 10.2953564 9.1675900 11.8193761 12.3448825 10.7128051 9.2423255 9.1041214 5.0599393 11.4460425 8.7450756 10.7901965 9.8724971 8.8371675 1.0273664 8.5538984 10.5546318 12.7651531 9.0297924 11.2668486 9.2592205 11.1855355 8.5963053 10.2918418 11.3824750 9.9244883 7.9139647 5.5896407 6.4661915 10.9852268 -1.9725628 11.0845449 9.4718965 7.6676445 13.8283749 9.1815844 8.5953552 10.2927213 9.7446472 9.8025979 10.5619672 8.9982243 9.5810286 8.5102072 -0.3876003 10.7572324 9.6865032 1.6123525 4.1566798 2.5509499 10.3904389 6.5781462 10.9227000 7.5507060 6.5232546 NA -0.9725628 10.5636465 10.4146088 11.4147435 10.8042435 8.3937216 9.4975293 6.2409401 11.0436852 10.5781460 12.1845093 8.8736733 10.4791255 12.1822174 NA 7.8234386 -0.3876003 -1.9725628 10.1707825 9.8095784 9.3481999 9.0758861 8.7604146 14.3333185 14.0718574 3.6421124 9.6820353 12.1882949 9.9801404 -1.9725628 4.2753274 -1.9725628 0.8347921 7.2988626 14.4878071 8.8128518 8.9447712 11.2128942 -0.3876003 8.5430991 9.2562960 9.0941611 9.0046792 7.9282661 11.2411110 9.8038323 11.1313427 10.0195515 7.3915340 11.6446371 8.4713789 3.8868720 6.9529241 9.5963053 0.000000 0.068378 0.343230 0.085654 0.074840 0.349540 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7.2562181 6.7922710 6.2417182 6.8185617 8.8689636 11.7467881 9.2924282 2.2753349 8.0704264 10.1080335 10.8996894 8.0961775 6.7278388 12.0858138 8.5081893 11.9590417 3.6712594 6.0330243 7.1489331 10.8142814 11.0159064 10.0535768 10.6583489 7.5607287 -0.3876003 10.9969657 9.1108787 4.8853791 10.9098512 4.2368523 9.6114221 9.7514867 6.6603939 6.7789431 10.6111872 8.7502069 13.3925597 10.4749991 10.0615104 13.4206221 13.6800482 7.6365782 8.1872704 9.7313027 7.7872875 8.9130955 9.1122075 3.8853791 4.9462630 13.3448119 8.8642385 8.7578693 3.8853791 2.5509499 10.7565951 9.1068840 13.5022776 9.4568059 12.8621172 9.5207544 8.1579699 8.6683489 9.4615063 12.1352702 16.6841104 12.1361401 11.6211405 14.3640278 10.8385732 1.3493087 11.0956737 9.4578518 10.6592584 8.7042377 9.1675900 8.2010766 9.8642386 12.9020445 9.7134620 11.9782267 -0.3876003 5.0717927 6.6856108 15.1846755 10.9633009 12.9474264 6.4536641 NA NA 12.2637125 12.6196811 11.8512540 7.7889506 10.4314764 11.3484817 12.8165253 11.7438972 9.9794125 6.7138992 12.0730736 10.9702802 5.6640248 9.8303195 15.0325637 6.4950043 6.6603939 12.7356646 9.2753267 11.7754872 10.4819556 2.4868431 14.1866990 5.2387028 5.9282661 10.3852261 9.8954502 8.8371675 10.7732836 9.9183171 9.0981777 6.1923066 12.5821080 11.0501138 10.4891345 10.8085540 10.2405035 10.0221063 11.1650308 2.6123525 9.8748481 11.5334588 12.7043585 8.6347294 8.0566865 8.7755922 8.6237754 12.4811200 3.6998292 8.4293452 3.9100418 10.5546318 10.5423598 10.8333446 13.8283749 11.2833130 8.9477521 9.5810286 9.9640371 11.0812403 5.7208858 9.6370398 9.3185699 0.6123997 3.0717970 NA 10.2729520 12.2199525 9.8579145 3.2368599 8.5430991 8.6235889 10.4557595 TCGA-CZ-5466 67 0 NA 685 kidney stage iii t3a nx m0 19-3-2015 male 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA NA NA 82.56.0 NA NA 3 2 2 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.52656086 6.97664546 9.55871955 10.58071656 8.62188594 12.15809456 1.01085143 9.49769599 3.65472194 NA 9.62096298 5.35070939 8.84216834 9.64203797 10.85399689 8.50070885 10.04566002 8.62188594 12.35509169 9.70085894 10.27060428 12.16504619 1.59583780 11.15137767 10.71994483 10.06002887 8.65291272 10.01226920 -0.98907697 1.01085143 NA 0.01092303 7.36841304 14.55793626 10.47591720 12.58899778 9.61170318 9.95410832 3.71129666 6.51070721 8.73537494 10.64385619 10.25878849 11.18887532 8.57881723 10.01648559 10.84730592 5.18078439 0.59579007 2.47030258 NA 9.59206155 15.18954529 9.48659452 9.52853030 9.18703405 7.16567884 9.91097305 7.68681775 8.88005396 7.59582363 7.23967967 7.23967967 10.11745012 10.85830992 8.62557078 10.85987508 13.75380194 11.77137305 9.69823671 9.10229647 2.39489822 12.04256220 9.32033732 10.49165121 9.75905377 7.73878135 -0.98907697 7.76908407 10.88315111 11.57068734 9.61348561 10.95337547 8.42448881 10.97772690 9.84058377 10.18890331 12.09367534 10.21175959 9.06659082 6.44549001 7.01086150 9.97880768 0.01092303 10.70999964 8.43712576 6.69736100 13.25930748 10.77199663 8.69736169 10.35182375 9.72768038 9.33841372 10.93656374 9.03876703 10.06478681 8.58450821 2.81821658 11.04083833 5.07694811 3.01086933 7.99100079 3.91775635 10.38372611 5.36841217 10.22907306 7.03322916 5.09832270 0.01092303 1.59583780 10.98957147 10.77531793 10.78647131 10.81378119 9.26706967 8.91159212 6.26994577 10.42131231 10.56160777 9.81982511 9.04977995 9.49266038 11.07728660 1.59583780 9.09034588 -0.98907697 NA 9.85948400 9.73110533 10.03045168 8.99954570 9.91549565 14.56559972 13.45981613 3.65472194 9.73366854 11.81277139 10.02697278 0.59579007 4.01086038 1.01085143 -0.98907697 6.98814045 13.65212250 8.97375705 8.08232311 11.39348501 -0.98907697 8.25403511 9.58493413 10.17702405 8.95776721 7.64748577 11.31378543 10.08634021 10.84295982 8.80404162 9.80202386 9.89503158 9.22881869 3.33279385 7.45781998 10.89388608 0.00055459 -0.00373950 -0.01876500 0.33367000 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7.368413 8.672639 15.681711 8.661913 8.835820 6.831040 8.237273 9.099649 8.249266 10.695610 9.625571 6.411740 8.561608 10.060213 10.544191 8.227607 7.621886 11.368138 8.359589 12.195732 3.534423 6.959228 7.779046 8.557755 10.719514 9.61077387 10.06682125 8.66370610 2.33279385 9.87582091 8.58828963 5.90567822 10.41865980 4.73878405 9.94676273 9.77656150 6.52656027 8.20315367 9.61263171 6.77241224 13.26286109 11.79855953 9.70173202 12.82093050 12.60074617 6.81176129 8.18578678 10.91775158 9.80202386 9.75821489 10.11938549 6.85635082 6.98240497 12.76700030 7.02766940 8.76741744 6.91172753 NA 10.29915031 9.01928965 13.11775104 8.59206155 12.16504619 9.15679325 7.55775547 5.70991368 10.76156802 12.20454033 16.33891351 11.18887532 11.89789116 14.04789310 10.88584231 0.59579007 11.74662852 9.96578428 10.91474285 8.39023948 8.62557078 7.30087966 9.96868853 12.19511650 11.37800271 12.23802565 6.34177765 7.39023948 6.60331775 14.62264372 10.97086293 12.13966089 8.46824199 -0.98907697 0.01092303 11.01823872 12.69253866 10.92411318 6.98814045 10.80487066 11.806901 12.450043 10.647032 10.128504 7.962146 10.795496 10.370061 6.982405 9.807712 13.439680 7.319200 7.180786 12.088339 9.100973 11.394295 10.237875 2.470303 13.303255 6.178079 5.965057 8.775434 9.401030 9.100973 9.998125 7.950440 8.808522 8.917752 11.515183 10.073582 9.095669 11.103618 10.333353 9.882766 11.499705 2.595814 10.141432 11.042907 12.854953 8.676197 9.492660 9.187034 9.270439 12.302751 7.165679 8.905679 5.033229 10.883151 10.252844 10.784000 13.259307 11.167576 9.228819 10.064787 10.748953 10.331368 6.510707 10.087677 9.944552 5.518655 2.352843 NA 10.672639 11.900536 9.491651 3.654722 8.254035 8.047034 9.839791 TCGA-CZ-5467 86 1 73 NA kidney stage iii t3a n0 m0 19-3-2015 female 2007 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 2 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.728753677 7.575146659 -0.587272661 12.856410899 7.880584518 11.323585115 NA 0.672742134 8.052999980 9.965904312 6.078091017 10.629803932 8.473450871 11.939987651 8.553584755 10.817630532 7.866025801 8.042111873 10.319269849 8.496234234 8.372757126 12.418204155 NA 5.283117994 NA NA 9.750376879 9.739184510 6.904608131 2.936308142 8.343492214 9.364039859 9.640972428 10.143649661 10.604739554 9.617326219 4.435121828 5.830607739 10.247621027 6.435123496 10.479853205 5.085182430 11.173890714 11.154643330 1.734698783 10.639769202 9.638564972 9.269180458 10.892282713 7.718816421 8.052999980 10.671321063 8.152535834 8.106242044 5.167642938 0.412727339 8.956753372 8.097503876 -0.587272661 5.716535523 8.844252566 2.113200403 9.443422242 9.066495833 6.092234928 11.377267369 13.026602042 10.881124517 10.285045200 16.239893025 8.437894775 9.195753348 3.936317566 9.201473362 7.375651143 7.316637240 2.327313710 8.398597064 8.692226314 9.195753348 9.670142806 8.974997573 7.851546675 8.788880453 7.492240168 13.569667642 10.568522018 NA 11.765212325 10.484358197 8.375651143 NA 5.140676420 12.217995097 7.346445475 9.949487951 8.542038223 6.567572826 10.189188052 9.366224064 11.256789896 3.412754432 8.942185463 -1.587272661 NA 10.414163235 5.232933155 8.170978085 9.382860890 10.869366125 8.454414047 8.388602858 9.117523370 11.959874894 9.702197625 9.625859314 12.360574592 -1.587272661 10.517026133 10.483211472 10.610586018 7.513417314 10.037093621 NA 0.997689839 NA NA 8.060213332 14.160685744 6.876279957 11.783033785 8.585182645 9.556775984 4.056609538 6.207170543 11.196776383 10.865768371 9.651756717 11.840387383 8.432345630 7.961577028 10.855439428 4.698157346 4.113192066 2.582676423 -1.587272661 8.598869114 13.870007653 9.559323741 9.785620024 9.551666739 7.787794190 9.914094620 8.179284118 9.765548835 4.295399778 9.417677651 6.446178468 10.470300037 10.231736594 9.167642436 11.315506964 12.540829934 10.672204059 9.091355249 9.140488288 5.419727643 11.984389192 9.171811044 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0.000 0.000 0.000 0.000 0.000 0.000 0.649 0.649 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.7877942 12.0198541 9.2831198 12.7590610 9.7188168 -0.5872727 -0.5872727 9.6068963 11.5334789 0.4127273 9.2722899 5.8556982 9.3121120 12.5389755 6.6748504 7.1235617 5.6981573 7.7233681 6.3785394 8.0145260 10.5710491 9.1751371 3.3669516 8.3241472 10.1755523 10.8104297 8.5535848 2.5826764 11.7212363 8.1809395 12.1172920 0.7346554 6.7921330 6.7659020 10.2140592 11.0191602 11.188777 10.318518 7.622209 NA 11.232734 8.228139 6.049380 10.543969 2.500216 10.063807 9.231337 5.167643 7.154222 10.313244 7.612428 13.416449 10.248411 10.494238 13.524828 13.617976 7.494904 8.857770 9.692366 8.439279 9.674850 8.870136 3.582676 5.787795 14.037608 9.296162 9.453045 5.245644 2.997726 9.794298 9.172643 13.578055 8.493572 12.360575 9.151692 7.820023 6.227177 9.981661 12.199943 16.621632 11.840387 11.758299 14.350290 11.111026 1.412782 10.646974 10.598250 10.718247 9.079867 9.167642 7.510787 9.942186 13.129039 9.668964 11.391287 3.113200 3.056618 4.839017 14.503680 11.132785 12.690696 6.194115 NA NA 10.565357 12.761483 11.300341 7.404277 11.175137 11.4803575 13.0198541 10.8176305 10.3192698 5.9363176 12.1319299 10.2523525 5.2071705 10.0979418 14.8376202 6.4351235 7.5926641 13.3233439 8.5484644 11.7909144 10.1809394 1.7346988 14.3122300 7.7875337 5.4239815 8.9148013 10.0228571 9.4585147 10.0834112 8.5277987 9.2297386 5.8390198 11.8060114 10.9071107 9.9015994 10.3416435 9.7050766 11.3187060 11.1693113 1.5827005 9.9284549 6.2582457 12.8171715 9.4021496 8.0493797 9.5516667 8.9553419 12.5615494 5.3900348 8.9382758 3.3669516 11.0189289 10.6436761 10.7733278 13.4915730 11.2531396 9.3907504 10.2460405 10.8507672 11.5003107 4.7165355 9.5381686 9.5433256 0.4127273 6.4895702 NA 10.1222697 10.6032896 9.7620363 2.3196468 7.6319235 8.0145260 10.3033994 TCGA-CZ-5468 84 1 59 59 kidney stage iv t3b nx m1 19-3-2015 male 2007 45 NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.6169406 6.3209828 12.8455752 12.3716235 NA 11.4622145 11.7933745 6.5520573 -1.4138838 8.4871402 10.2940638 9.0851224 9.3561110 7.7385578 9.5073703 11.9338946 9.5448260 11.1809337 3.2301261 8.6442651 NA -1.4138838 9.9098910 3.8342056 9.9860852 9.8024128 9.6415556 9.0548973 11.6874282 9.4040563 11.7169243 9.6577356 9.5368292 13.1138724 -1.4138838 10.4142471 10.6320329 9.5961018 9.3039497 10.1702961 NA 1.3936359 2.6737373 0.1712068 0.1712068 13.8223996 0.1712068 6.8005919 9.0261040 10.3069450 4.4931670 5.9785915 10.1064008 10.2197226 9.7555720 10.7605748 7.8483682 9.1665319 11.6905444 1.1712068 0.5863084 1.5862603 2.1712389 10.6330562 14.7851978 7.5051367 6.2516093 8.9171901 7.5021524 9.0599790 8.6251923 8.2860541 7.8991563 6.7052149 5.4064516 10.1161138 11.5621212 8.3790634 10.5567387 15.3221069 14.2428098 7.5140512 9.5542199 3.2068620 12.3058760 9.8963179 8.8507160 10.4593328 8.0538787 8.5606878 7.3141935 9.0920848 7.1385585 8.1985334 11.7107177 7.6816699 10.1763925 0.9081980 9.9127027 12.5528688 11.7173263 9.2597414 4.0781230 9.8090681 9.8483680 NA 10.9143872 8.5302530 6.3741753 12.3300558 9.7630698 9.1702961 11.0726055 9.5883850 8.7181301 11.5741714 9.5995960 10.0431409 7.0700887 0.9081980 10.4826056 2.9081980 6.1637020 8.1117940 4.2009829 10.1698262 2.5862844 11.0575065 6.9999008 4.7760987 NA 0.1712068 10.9244525 10.0114892 10.8600688 10.7258246 10.4024569 7.3643501 6.7609993 11.2851949 10.7328419 10.4719696 8.8282565 9.9651100 10.0589641 NA 9.0990137 NA 0.1712068 10.2670722 8.3444965 10.3082268 8.7723875 9.9383167 10.3827185 12.4113314 1.7562120 12.4663350 12.6745646 9.4841188 NA 3.4931605 5.6415547 NA 6.2657538 14.9575394 9.5014057 7.6921817 11.6093345 NA 7.2409096 9.3162508 10.8871978 8.2919056 7.1370198 11.6697526 8.9818073 10.8042309 8.8582614 8.7039164 10.0333565 9.4191632 4.3936290 6.9162043 11.7525933 0.0000000 0.0696690 0.6579200 0.2179100 1.1372000 0.7908400 -0.0066207 0.6535100 1.4880000 0.6749300 0.6749300 -0.3373300 -0.3028700 -0.0010528 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6.1861856 9.7200576 9.4239012 10.0379995 8.6496683 2.9785984 12.0280503 6.1712349 12.3619741 2.3936359 7.9014227 8.0900992 -0.4136916 10.7742438 10.335724 9.621072 9.121549 4.652360 11.185721 8.290177 4.493167 10.313768 5.736020 10.555300 9.948217 7.033357 6.630668 9.627248 8.868203 13.085745 11.663757 9.351145 13.205920 12.707807 6.272773 8.669752 9.536100 7.441141 10.528788 9.843661 4.258700 8.412822 13.907497 8.392017 6.736020 5.528787 1.171207 11.588209 8.547723 12.541469 8.354457 13.113872 9.254272 6.843661 6.732002 10.451620 11.683976 16.229249 10.760575 11.719255 12.759248 10.740775 2.171239 11.647982 7.144694 11.693327 8.998843 8.379063 7.537558 10.059979 12.540833 9.496166 11.472160 2.286704 8.178730 1.756212 13.768490 10.700341 11.862107 8.462790 -1.413884 NA 11.912141 12.668422 10.950665 7.074114 10.271022 11.4890252 11.8025644 9.2988003 10.3184407 5.8623968 7.5520573 10.3026641 5.9350024 9.5806266 12.2207440 5.2727735 5.0125374 12.2691516 8.4550958 10.7954220 9.5140512 2.8342056 12.6437574 8.1364621 6.4254778 8.2899520 9.4040563 8.7957267 10.1805978 7.7859454 9.0025745 5.7957254 11.4240982 9.5243826 7.3411603 11.1542293 10.4624065 8.9250096 10.3794701 0.1712068 10.2323818 0.1712068 12.4704657 7.6086407 4.9261228 8.9171901 9.3673215 11.7822605 2.4931605 8.8353866 2.7561907 9.0920848 10.8589031 10.6364620 12.3300558 10.1972980 8.0721026 10.0431409 11.5112712 9.7619911 5.4317633 9.3855549 10.0695852 0.5863084 NA 2.0456876 10.3499006 11.0872147 8.6750615 1.3936359 7.2409096 7.7636931 9.6065588 TCGA-CZ-5469 41 1 946 NA kidney stage ii t2 n0 m0 19-3-2015 male 2007 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 82.56.0 NA NA 3 3 2 4 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.6823710 5.4223440 10.7070078 8.0522849 7.1004174 12.3340372 -1.2216232 7.1878806 NA NA 9.9141987 10.0586803 8.7457157 4.0264194 9.1437184 10.1327388 10.4724119 10.2157213 9.9527910 8.8036291 7.8091565 7.4892957 9.5123521 4.3634515 9.7478759 7.4754570 11.8979169 9.8391854 3.8228831 10.1654296 8.5499791 9.6778463 10.3469207 8.1205640 7.7003301 9.6745493 9.6434493 7.6883825 5.6973540 5.4367015 9.7862175 9.1900004 1.3634515 6.4438254 9.7557694 2.4789200 9.8974306 7.8201483 6.0168952 8.9707082 10.8896251 10.5842333 10.9909858 16.2437529 7.8791519 9.0311548 3.4789330 9.8084668 8.1857571 7.1708064 2.4154071 9.9490405 9.2623051 9.2409916 10.6683736 9.0097105 8.8499517 8.4597279 6.2862842 14.4315024 11.7286808 NA 11.2266058 11.6807082 8.7600566 NA 8.3765417 11.3440676 8.2663293 8.6097967 8.0638917 10.1659683 10.9393063 7.8948335 9.6192987 3.4789330 8.5826204 -1.2216232 -0.2214550 9.4114847 4.8228831 7.8283377 8.9830606 10.2420138 8.5826204 10.4728473 8.6702731 11.7664444 10.9077725 11.1037949 13.8714530 4.0638912 10.3768025 10.2511802 10.8814494 9.0925061 9.3088957 NA 1.5858279 1.5858279 3.1708064 8.4754570 14.9269660 4.4223474 5.7897162 10.9845881 11.1263876 4.0264194 7.5729056 11.5765561 10.6565403 10.8546370 11.3608102 7.7151274 8.2005544 10.9766275 3.2379155 2.2379308 4.9683120 NA 9.7129175 14.8000334 10.3273114 8.0776975 8.8378338 9.0168941 9.5565666 8.7077477 10.8824525 6.5333765 9.9909858 6.1535297 10.4815408 9.0627351 7.8256133 10.6917529 14.3246906 11.5136223 10.0638917 9.9026107 4.0837325 12.5378575 9.3397774 9.3273112 9.0323370 8.1984495 1.1004395 7.7268564 10.6395763 3.6463816 7.2162832 10.9234663 7.8063956 10.4380394 10.4411578 9.4789291 12.0765520 10.4083014 9.4307519 4.8228831 9.4526817 10.2768400 NA 11.4741527 9.0731101 5.6239780 13.2033774 9.5582089 9.1995023 11.1897356 10.0913724 8.8187793 11.2354187 8.8804651 10.3084080 6.6913792 -0.2214550 10.1937030 7.4402679 2.4789200 7.8036287 5.4223440 10.0822701 4.7092245 10.3061082 7.4318720 4.4509143 NA -0.2214550 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6.0913719 8.6534707 10.4023710 8.2235041 9.7464362 9.7355916 4.3330802 5.9879438 13.9221118 8.5182700 8.3634519 6.2623054 2.5858519 10.2312454 8.1793687 12.2649474 8.7180687 13.8714530 8.4684876 5.7671754 4.7543958 11.6808646 9.6717910 15.1465013 11.3608102 10.8794803 14.5912935 10.8266357 1.5858279 10.7162310 7.8256133 9.8486104 8.8817772 7.8256133 7.4961659 10.2688389 11.7643314 8.4187343 11.2658270 7.2501648 7.8606382 1.7785030 14.6781633 10.0782698 12.4441584 6.8008572 0.3634515 NA 9.2932035 12.5300335 10.7975310 7.2172811 9.9440246 10.892232 12.106182 9.529196 10.707008 6.617694 10.379332 10.086260 4.270342 9.125003 13.046154 4.363451 7.157867 11.643830 8.503003 11.381188 9.408757 3.478933 13.631555 7.858081 7.254223 7.900671 8.641127 7.836481 9.951542 7.457969 8.733616 5.270342 11.007308 10.428644 8.248131 11.832415 9.896133 10.563533 10.585039 4.204751 10.186288 3.685380 12.702859 6.302052 7.546674 8.837834 8.706401 12.411030 3.363451 7.948415 3.732682 10.639576 10.722835 10.331159 13.203377 10.141529 7.648854 10.308408 12.149585 10.262305 6.738491 10.236383 11.459069 2.100406 NA -1.221623 9.331159 10.487026 7.855305 4.063891 8.183631 9.074258 10.195287 TCGA-CZ-5470 72 0 NA 386 kidney stage ii t2 n0 m0 19-3-2015 female 2008 0 NA NA kidney clear cell renal carcinoma yes NA NA NA NA 82.56.0 NA NA 3 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.61164888 7.40070784 4.87508213 10.30142554 9.96572845 8.00572110 5.02549839 1.82672135 9.95083799 8.56818377 1.53719665 7.33882907 9.31199710 5.01114226 10.08195991 8.34742471 3.61521617 11.34264946 11.16798282 11.21081360 9.48037601 16.69973254 7.89476199 11.43404702 4.20017475 9.21825323 7.34169939 5.70713546 1.83846776 8.82978742 9.25602843 9.29949973 9.96859163 9.17705321 8.05553516 9.01474359 6.97831005 14.74639265 11.01856109 -1.63262893 11.80685629 10.36639019 7.40894448 NA 3.32148079 12.42417676 8.41985318 9.35738903 9.71213575 10.50459646 11.32927729 8.95880730 11.12274855 2.68920969 8.29506314 NA NA 9.70323362 5.66190633 8.39519093 9.42121088 10.36199212 8.48232879 9.83438114 8.85210811 11.53462641 9.21199096 10.10875208 12.09881627 0.95225901 10.29277278 10.40688962 9.97137499 7.05027966 9.99436291 -0.04781556 2.06774196 0.68920969 NA 7.08838439 14.30035328 8.44142663 14.29737558 10.47809462 10.65037343 4.22526722 6.69371415 9.55154063 10.50267371 11.21140237 11.38874399 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8.956936 12.559038 8.899641 12.098816 8.828765 7.965338 7.265040 8.351703 10.634657 15.918175 11.388744 11.128005 14.007502 10.880766 2.367287 11.268718 10.087529 10.583425 8.436064 8.635242 7.729229 10.244953 12.664273 11.203533 11.970564 3.454742 6.925706 5.274176 14.041041 11.453587 12.506357 8.961610 NA -1.632629 10.792501 12.915746 11.297083 7.101995 10.300976 10.9378524 12.5081149 10.6948377 9.8333615 7.3729095 10.6477659 11.5911360 5.6340705 9.6474759 13.1853180 7.6387480 5.8184953 12.1104291 8.9447138 11.9816499 9.7761455 2.1746301 14.4206383 7.2834931 6.4547484 9.7872558 9.6193591 8.2756776 9.9432969 8.0165414 9.2756778 6.4965678 11.8738406 9.6987620 8.9975521 10.7705635 10.2395751 10.4437667 10.7898755 3.6892097 10.3438492 7.8671311 12.3369567 8.4494343 9.2166901 8.9141794 9.3442287 12.6832837 6.1354692 8.9161070 3.3214808 10.7550332 10.4446049 11.3730850 12.9877340 11.9048675 8.3488525 9.7509893 11.0614253 10.4468865 6.6056899 10.1196657 9.7037916 2.1746301 3.7935526 0.6892097 10.4803761 10.9537754 9.0030031 2.6152044 8.4007083 8.2001752 9.8455492 TCGA-CZ-5982 59 0 NA 2439 kidney stage i t1a nx m0 19-3-2015 female 2005 NA NA 100 kidney clear cell renal carcinoma yes NA NA white NA 105.52.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7798497 10.0020004 4.7064145 12.1557905 10.5319574 11.7179342 10.3307753 16.1311108 8.6495443 10.9687548 4.2658419 9.2390249 7.6005924 5.7438865 0.4584870 9.7241003 8.9503383 8.7565476 9.2778660 8.6593837 7.6800725 8.8182348 7.0207278 13.4295347 10.4249906 NA 12.2209710 11.4444641 6.7758973 NA 2.6284003 11.6452184 7.7781573 9.7176399 9.9189410 7.1484827 11.6033027 9.8936345 11.7581998 3.6284120 9.3921757 NA NA 10.7955495 5.5353003 7.7736344 10.5951559 9.0063438 9.1166967 8.3533030 9.3973296 11.7664444 9.4745971 9.8016709 13.1915005 NA 11.4724655 11.5645573 9.3086719 8.9024647 10.4239087 -1.5416180 -1.5416180 0.0434845 NA 7.3951228 13.4548704 6.9220099 11.5462794 8.0546749 8.9692492 3.5877730 6.0805362 11.6865523 11.5277671 9.8438083 12.0031550 8.6346582 6.8508032 10.5673363 4.4584870 4.7064145 -1.5416180 NA 9.0321323 13.5280608 8.3668778 8.1795842 9.4676139 8.4443271 10.4368381 7.5299474 9.1714163 10.9893792 9.1701522 5.7622664 10.0353238 10.2196209 9.4221039 11.8157623 11.9715959 11.0173841 9.5049270 8.3608602 3.2837588 11.1146865 8.7461975 11.0535095 9.3457057 8.9603223 NA 8.0639645 10.9286356 11.5535162 8.8879547 12.0630384 9.7849147 12.2144159 9.3164662 10.1554526 11.4799857 10.1379653 7.6961016 4.7064145 7.4836247 10.7456204 NA 10.9475805 8.5124110 7.7322807 12.6979345 9.5130894 9.4221039 10.5393027 9.7634068 10.1593584 10.7469735 9.0648904 10.7196986 10.0231110 1.9179282 11.2202441 4.7252722 0.4584870 6.4863910 3.7064090 11.0235872 6.3164662 9.8346106 5.2829994 4.2913752 NA NA 11.2062585 10.0791631 11.7248325 10.1005369 7.6433605 8.7587919 5.4820738 11.6876044 10.8884149 11.5168152 9.3411283 10.3870035 11.4208390 NA 7.3563305 -0.5416180 NA 10.0311854 10.1885306 9.2007947 9.1023414 9.9746776 16.1133030 15.4103162 1.4584870 11.3993493 11.3415102 9.8187836 -0.5416180 3.5877730 1.0434145 NA 8.0034493 14.1120300 8.1589247 8.6532421 12.2400498 NA 8.6005924 8.8330681 9.3661270 9.3047590 8.1537136 11.8280825 9.4141351 10.4644605 9.5083338 8.2100294 10.6246483 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12.3466576 8.5929115 13.3258604 10.7143989 NA 0.7803941 9.3426556 10.3866334 0.0434845 10.0116344 5.7983357 9.1838515 9.4507154 5.7804125 6.6532421 6.8889380 8.5137675 6.9055687 8.6557017 11.9188130 9.4414787 3.6284120 9.0741147 10.1471726 10.4253510 7.8160371 0.4584870 11.4484118 7.6752309 11.9400197 1.2658569 6.1379645 6.8204292 9.6265304 11.0366219 11.2301810 10.3246050 7.8116322 NA 10.9605711 8.6233921 3.1589186 11.2531041 4.3892226 9.9127844 9.0639648 4.9976447 6.7016586 10.8491915 6.7438879 13.8443139 9.9407890 10.3780934 14.0463213 12.4424585 8.3288499 8.7322807 9.8443475 6.9741851 10.3510280 8.8356958 5.4126799 2.9179091 13.5044581 9.3303903 8.1202633 4.0731947 2.5459437 9.8636266 9.9276181 13.5995944 9.3418922 13.1915005 9.1931949 8.4429037 6.7600732 9.1068427 12.3657514 15.0844080 12.0031550 12.0128342 12.8720470 11.0727349 0.0434845 10.1948871 10.4686635 10.5722274 9.1335602 9.4221039 7.8805496 10.2307997 13.1369753 10.0415680 11.7635494 2.2658269 4.6679375 3.9820444 13.4427318 10.9910846 12.9125274 8.6107702 NA NA 12.2415857 12.7021055 11.8568200 7.7804131 11.3373024 11.311210 13.557669 11.228736 10.155453 5.316464 12.287018 12.453811 5.102343 10.696293 14.518062 4.982049 7.450007 13.138506 9.286622 11.605690 11.379954 -0.541618 13.264682 4.697462 5.725272 8.245228 9.721167 9.408312 10.079163 9.135324 9.063038 5.715874 11.092389 10.886060 9.674018 10.120263 10.271465 9.557175 11.256349 2.706420 9.918941 4.316464 12.398880 9.555200 6.771368 9.467614 9.302077 13.065989 3.316464 8.998613 3.458487 10.928636 10.533630 11.663209 12.697935 11.144767 9.627784 10.719699 11.033315 11.221330 4.073195 9.179584 9.605690 1.265857 4.073195 NA 10.095563 10.850491 10.356331 2.458487 8.600592 7.365376 9.757121 TCGA-CZ-5984 51 0 NA 2067 kidney stage i t1b n0 m0 19-3-2015 male 2005 NA NA NA kidney clear cell renal carcinoma yes NA NA white NA 105.52.0 NA NA 3 2 2 4 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 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4.508365e-07 10.61590022 10.46197346 9.81172886 5.63968366 10.87498327 6.34923611 12.48683294 NA 1.89441036 6.00860790 9.10431595 7.38427089 10.69589823 7.71869041 12.10409952 8.82229039 10.90956747 8.22941392 2.48874636 9.60645981 8.18263718 7.01119482 14.08991739 0.40130279 6.18918014 -1.59858797 NA 9.97587103 9.42295156 7.97870646 4.20863431 9.17771054 9.59418667 9.64861176 11.48176195 10.31528884 8.73555095 6.64445190 13.26173405 10.25692467 6.70048550 12.18805763 1.57119138 10.70876292 9.78498174 2.72320904 11.99758375 8.93752478 9.90311466 10.62919422 8.59849436 8.86786373 10.31221249 9.67511392 7.83590576 5.22145565 1.40130279 9.98764816 8.39986791 -0.59880645 6.08075785 9.75118903 6.42918410 9.89713255 8.21024176 3.53055772 11.14653794 11.73121397 10.63818863 10.09214849 16.10865685 8.16282885 10.61164445 4.48873993 9.50062541 7.60584839 6.47809331 0.72316534 9.10690993 8.56994976 8.90907222 9.53954929 9.05501828 8.45112620 9.05680812 6.68667980 13.79235323 11.03767557 NA 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11.40918078 8.96065447 9.74112751 12.28897410 10.12877257 7.86721139 5.22145565 8.07723445 10.54880043 NA 11.36922419 8.25458696 7.59357040 12.95670545 10.35000975 8.49271285 10.35365477 9.58924815 8.77848819 10.69234455 8.68783510 9.93995145 9.60523726 1.20864211 10.63788969 9.25692455 1.20864211 10.24087503 6.16269545 11.10604577 4.64920731 10.52026400 6.55472851 6.39563010 NA -1.59858797 11.01299396 10.76978397 11.23218879 10.38248796 8.86582326 9.12912148 6.32852235 11.69575467 10.95394658 11.38177415 9.02881140 9.95969815 11.50095404 -0.59880645 8.20540864 NA NA 9.84990999 9.75442440 9.21586009 8.41529812 9.32014075 12.46871185 12.33782344 4.84421992 11.00652553 13.64307449 10.21425694 -1.59858797 4.68667980 -1.59858797 0.40130279 7.26546409 14.46839670 9.79466799 8.84629241 10.77848803 NA 8.66571999 9.60793778 9.66102075 8.80535469 7.61316548 11.63264870 9.35401880 11.49486013 10.40495707 9.49601507 10.16324423 8.59357040 5.29609393 7.85343620 10.54911841 0.00097943 -0.00262350 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9.505876 10.700614 2.793605 9.266237 5.509804 8.556096 11.410581 8.549754 8.701630 6.461974 7.166149 8.705058 8.683208 13.963132 9.968758 5.423645 8.084272 9.992000 11.012072 7.835906 12.068389 12.333308 7.829638 11.853511 4.467364 7.073702 6.600949 10.238905 11.526852 10.4579152 9.6999128 7.5305608 0.4013028 10.7714200 7.9899922 7.6058484 10.8317300 5.9862403 10.1855033 9.9974673 5.8442199 6.5861522 10.0150670 7.0011909 13.4817620 10.6692346 9.9110525 13.0393740 13.0235582 7.7892950 9.5478462 9.8233422 9.2584810 9.0816371 10.0292673 5.8021570 4.4236454 12.7649332 8.6970464 8.5369869 3.6492016 2.5711914 10.6384875 9.9218961 12.8302265 9.0568081 13.3422334 9.0710483 8.1694621 6.6697964 11.2041977 10.7243322 15.9696567 11.6281608 11.7488989 14.3639928 11.4737451 0.4013028 10.4422521 10.7220781 11.1129445 9.5208671 9.1240851 7.9539467 9.9782341 12.5367463 11.1402142 11.5594122 8.2325850 6.1427443 6.0306340 14.4152090 11.0288114 12.4460131 7.0379016 NA NA 11.3532906 12.5046473 11.5138669 7.1760644 10.8754904 10.8581452 13.1185791 10.9095675 9.6064598 7.5279821 11.0021196 12.6175687 5.7500062 10.1486313 14.3667913 6.7004855 5.9481710 12.3806589 8.9777619 11.8672265 9.7527690 2.4887464 12.7068405 8.6783093 7.4511262 8.2354485 9.5560956 9.0478361 9.8688830 8.0541224 9.0858596 5.1561660 11.5622519 10.8553197 9.9853005 10.9132772 9.9384959 10.1025840 10.9496178 1.9862289 9.9983989 10.9399514 12.3063222 8.8338196 9.4284923 9.2770267 9.3945272 12.7312139 7.8931304 7.7632210 2.8607046 11.1696686 10.5446607 11.2436278 12.9567054 10.7836313 9.7293913 9.9399514 10.7811973 10.4355262 6.7849816 9.5344196 9.3906720 2.3081570 -0.5988064 -1.5985880 10.9238590 10.5287302 9.4395107 3.1561701 8.6657200 8.9983989 10.4118056 TCGA-CZ-5985 58 0 NA 1997 kidney stage ii t2 n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 3 2 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.387189e-06 4.508365e-07 11.96280215 9.84620996 9.88100013 3.35642556 7.51597258 9.28821666 12.27114948 NA 0.67726016 6.08873101 8.20151232 6.20958593 10.90033173 7.84309947 11.62260879 10.44080658 10.93677653 9.16875935 5.14369545 8.71170689 8.61290166 5.82008193 13.00260804 0.40217642 6.28487313 -1.59771441 NA 9.93117289 9.61594223 7.96447314 2.57216208 10.25124451 9.21761388 9.52311634 11.60082902 10.48471225 8.78377355 6.53151403 12.10180294 10.58338275 5.91793055 12.20161331 10.00724695 10.63555054 9.77726995 4.01694197 11.24064658 9.68300125 9.76088175 10.07332915 8.56588007 8.10613419 9.89402346 9.79254451 8.06044195 4.63105188 0.40217642 9.67660857 8.65134379 3.30911797 7.30007612 10.03431684 -1.59771441 10.00678371 8.39516865 3.10267493 13.89346385 11.81902802 10.76005740 9.24458076 15.81802176 8.01509888 10.06934208 4.72415910 9.13100138 7.87187260 6.14369749 1.54789397 8.33148891 9.35205711 8.93458638 9.26641669 8.95777824 7.92579237 9.94767770 6.89808498 13.87180871 11.21380589 1.86167751 11.24340168 11.04446045 6.13693986 NA 6.88604648 10.90704943 7.07818711 10.17948580 7.31511967 9.31586801 10.90928176 9.38522415 10.96644907 1.40223101 9.73985232 -1.59771441 NA 9.74096684 5.44662347 7.94719508 9.14790473 10.16087016 8.67602617 9.50092053 8.68184102 12.16817539 9.07730550 9.55578242 13.91466233 2.48969706 10.96180352 11.41083418 9.73650375 11.10115215 10.17578181 NA -0.01275191 NA -0.59771441 7.44114979 13.62022604 12.44559959 13.17346201 8.98060317 9.09832875 5.07465528 7.30611274 11.43874757 11.43994903 9.93993426 11.57141800 8.32407161 10.16544281 10.66344389 3.79455103 1.98717532 5.00214441 -0.59771441 10.03295267 14.01768770 10.06978553 11.19948672 9.84620996 7.81162130 9.84931377 7.68763253 8.24303971 9.55768119 8.45479855 4.92579059 9.91394852 10.22360584 9.35569950 11.85781456 12.30045395 11.01717031 10.77916983 8.31511967 2.08144189 11.10288695 8.86166201 11.50912055 9.25085336 6.83685829 -1.59771441 7.52376423 11.05013856 7.87250313 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9.266417 13.434276 10.242222 -1.597714 1.861678 9.203939 9.990299 3.309118 9.525705 4.759784 8.647783 14.017889 8.071115 8.799905 5.828494 7.983431 8.306112 9.046087 11.299509 9.875936 6.362233 7.857557 9.616550 11.126958 7.038855 7.526352 12.069896 7.601903 11.792653 3.987194 7.312123 6.807372 9.604354 11.781338 10.125038 10.289070 7.281814 NA 10.927507 7.796693 5.272594 11.288880 6.002144 10.299320 10.345111 6.515973 6.046087 10.192986 5.886045 13.996409 10.579339 9.676026 13.011005 13.353879 8.138632 8.465626 10.103104 8.720773 9.073772 9.293255 5.785935 5.157116 13.007073 7.247721 11.234725 4.592056 -1.597714 10.430136 10.587725 13.118032 9.112176 13.914662 9.433587 8.287927 7.657283 10.260989 9.907049 15.856449 11.571418 12.061334 13.848797 11.296480 NA 10.484712 9.129300 12.070229 9.366571 9.355700 8.026112 9.710001 13.134769 11.705726 11.402054 4.235122 5.759782 6.038855 13.374245 11.450717 12.281335 8.002143 -1.597714 NA 10.425638 12.662047 11.963397 7.528935 11.187070 10.8547292 13.2154104 10.9367765 8.7117069 7.3061127 11.1132521 13.0227940 4.5519774 10.0215334 14.1581052 5.9179305 6.3737735 12.3059118 8.8493138 12.0825900 10.5172741 1.4022310 13.0211895 8.6918116 7.2787477 8.8212638 9.5179244 8.6525288 10.0693421 7.8674499 9.2536360 8.6572591 11.3705373 10.1954273 11.1154022 9.8930814 9.5902012 10.8105602 11.0544033 3.7241591 10.4242514 7.2255979 12.6746649 8.8555011 9.2406466 9.8462100 8.5721431 13.0838532 7.2570993 9.0913550 3.4466268 11.0501386 10.2508535 11.5903557 12.6186732 10.3752103 9.2406466 10.6777730 10.4294453 10.2034377 6.8698356 8.8657549 8.9862533 3.7597843 -0.5977144 -1.5977144 10.5408223 11.1945409 9.9149709 0.7241264 8.6795177 8.1487450 11.1256781 TCGA-CZ-5986 61 0 NA 373 kidney stage i t1 n0 m0 19-3-2015 male 2006 373 NA NA kidney clear cell renal carcinoma yes NA NA white NA 105.52.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 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10.14934550 8.00830872 NA 10.04378686 8.30555518 11.48907815 -0.90454812 0.40577458 6.98416322 9.25655145 6.84361207 10.92355605 8.32903926 11.40915292 10.43860527 11.40119632 10.05034279 1.41732596 9.91080280 8.96115273 6.53004733 9.66527515 NA 6.30487240 NA -0.90454812 9.95573068 9.40716790 7.16150882 3.00230647 8.85530767 9.45626672 9.97040087 10.77137656 10.73476025 9.00980483 6.06120376 10.02763429 10.60766616 4.09541812 11.07019261 7.16150882 10.72568672 10.78148234 2.41735297 10.82801102 9.98264013 9.45297157 10.87020665 8.99628648 7.84696336 10.98302102 7.70274965 7.95028818 4.48773715 1.68036937 9.48128199 7.83012917 1.09545188 6.40830256 8.22212398 3.90277787 8.94560653 9.25906930 4.82334176 12.43164017 16.10766217 10.47317240 9.64904883 15.77849642 8.89145929 10.77753635 4.45297095 8.26283762 7.68038203 5.13981326 1.85243837 8.72659658 10.35575103 9.09823452 8.87349671 8.45297177 7.57923522 10.19608188 7.25023777 13.62619165 10.37212557 1.68036937 11.26440501 9.93718827 7.42633605 NA 2.68039188 11.69044390 7.52587234 10.56912534 6.90920066 5.97806289 10.83604365 9.35162833 11.11747175 1.90276822 9.92989069 NA NA 10.32423828 5.68038344 7.83351188 8.88005427 10.69719034 8.56709476 7.95650626 8.69904594 11.98647415 8.92989069 8.99175198 13.29777300 -0.90454812 11.33370191 11.58977519 10.22984588 8.95650655 10.22083307 0.09545188 NA -0.90454812 NA 9.34097233 13.97682035 6.90920066 12.04688642 7.36688257 8.09823478 3.18288295 6.68787673 11.25371367 11.66266268 9.96501339 12.38505667 8.48773715 8.13981378 10.74242818 5.78192094 3.00230647 1.09545188 -0.90454812 8.53628880 13.12064566 10.64568536 10.81651875 9.45626672 8.44856650 11.16956103 7.92514256 9.49746168 12.69044388 9.30243398 4.45297095 10.98957041 10.40205094 9.22212398 11.80665635 12.19657456 10.46174177 10.20198249 7.95028818 4.02094661 10.50746009 9.31458800 11.93245609 9.64712776 8.42184898 NA 9.38543837 11.42212991 8.84843578 7.96427270 11.38745356 9.65670748 11.87677929 8.96269824 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9.994776 6.823340 7.546631 7.095419 8.309739 6.940909 9.357514 10.671904 9.735664 3.095418 7.687877 10.409436 11.534731 6.275329 6.816519 12.351333 8.312166 11.187797 2.095418 6.883323 6.863604 11.535250 11.279675 10.3314337 10.6990459 6.3145878 NA 9.9985483 9.5122170 3.4877307 11.6051946 6.4791238 9.3773496 9.5992453 5.4173462 6.1288419 10.8006199 6.6652748 13.4996298 9.1247068 10.3284400 13.8081078 12.2628377 8.3622060 7.9841627 8.9330476 7.6916095 8.9283096 8.7446758 5.1398133 4.0023065 13.1156182 8.5589441 10.7678449 4.4529710 0.6804144 10.2032905 9.7500556 13.6678237 9.5681104 13.2977730 9.6775616 8.5589441 6.2537775 8.8947011 10.8804633 15.1632110 12.3850567 12.3929091 14.1707316 11.3130744 1.0954519 8.5258719 10.3006018 9.8494719 9.0525216 9.2221240 8.3808216 9.6170200 13.0622855 10.5216843 11.1076949 3.1828829 3.7392757 7.0379345 14.0459837 10.9661696 12.8749337 6.6652748 NA NA 10.8808721 12.3130744 12.3420088 8.1775685 11.3079159 10.7980252 13.5468239 11.4011963 9.9108028 6.4441469 12.3815441 10.9841628 4.5216852 10.6345784 15.3658974 4.0954181 8.6442413 12.7629625 8.5872727 12.0019344 10.5726719 2.5548589 14.2912147 7.6148983 6.4704588 10.3334181 9.8199335 8.9027746 10.8203597 8.8312971 9.3715441 6.7678455 12.3266407 9.9275184 11.1398137 9.6850708 10.1921347 10.1045483 12.0351824 2.2653469 9.6953324 10.1662114 13.1730239 9.5393990 8.7229533 9.4562667 8.7798877 12.6336085 2.0954181 8.5425026 3.4877307 11.4221299 10.2640917 11.3831320 12.8644309 11.0583155 10.2827716 10.5211600 9.7871631 11.2030584 6.5132728 8.8148083 8.5609858 0.6804144 5.0322948 -0.9045481 10.4557179 10.6168826 10.8152361 4.9780629 8.5174844 8.1425436 10.9518451 TCGA-CZ-5987 60 1 445 NA kidney stage iv t3b nx m1 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 3 2 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.6761676 12.4847324 9.6840253 13.0943032 NA 2.5928517 5.6664527 7.9687520 7.6713181 10.5054860 8.0717090 11.9171990 10.5484345 10.4605170 9.4428411 1.0419438 10.0096682 8.3758622 5.4342779 14.0234147 NA 6.7968495 NA NA 9.9408150 9.8737966 7.1712449 3.2643563 9.1452495 9.4849050 9.1967796 11.2395879 9.9508546 8.4931726 7.3335159 11.5210682 9.9638025 7.4569991 11.0315927 3.8493188 10.3943730 11.4976313 1.4570164 11.4235046 9.4155519 10.1062553 10.3335161 7.8320387 7.9367793 9.9726990 9.1311913 8.0077461 5.9327321 0.4570164 9.2851356 8.0531890 2.7789234 6.1984667 9.4184489 NA 10.2946271 10.6609588 2.9164384 11.4162368 10.7539154 10.5642162 10.3118675 16.5618538 8.5733431 9.8947512 4.0419613 9.6701033 7.0569119 3.4570032 -0.5430887 8.7834285 9.5720429 8.8999426 9.9538529 8.9428285 8.4598140 9.1729612 6.3518173 14.0646762 11.1210019 -0.5430887 10.8931901 10.6348173 8.3273640 NA 9.3381130 11.5914254 7.2514152 10.3728786 9.2432687 9.3103088 10.8503896 8.1080508 11.1357929 2.0419789 8.5681347 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8.6492921 -0.5430887 10.7243710 4.4569967 2.2643563 8.0154201 1.7789234 10.8178462 4.8832640 10.2218707 7.0192415 5.3149792 NA NA 11.1120826 10.6294267 10.8978683 10.5013933 8.6244171 8.3818116 5.9840060 10.2202114 10.6375299 10.7974056 9.0863557 9.6882202 11.0489889 -0.5430887 8.6393935 NA -0.5430887 9.7342866 10.1660830 9.3396423 8.9687517 9.4068258 12.8248234 12.5692757 2.0419789 12.5146525 11.0315927 10.0391411 4.3149792 2.6269297 0.4570164 3.7789234 6.4569999 13.7521941 9.8957910 7.0268543 10.7873558 NA 8.4285427 9.3467464 9.9123264 8.9785995 7.3457423 11.6209632 8.9883805 10.4414176 10.0587700 7.3024890 9.9133535 8.5602870 4.1008515 7.2460764 10.0881762 0.0195030 -0.0035183 -0.6095000 0.0209330 0.0154940 0.1335000 0.0336900 -0.0219210 -0.0391220 -0.1432200 -0.1432200 -0.1432200 -0.1432200 0.0195030 0.0195030 0.0195030 -0.0035183 -0.6575200 -0.6095000 -0.6095000 -0.6095000 0.0384890 0.0244080 -0.6550100 -0.6550100 -0.1175700 -0.6598400 -0.6598400 -0.0380420 -0.0279450 -0.0279450 0.0161910 0.0161910 -0.6622600 -0.0545550 0.0170900 -0.0391220 -0.1432200 0.000 0.000 0.000 0.000 0.510 0.510 0.000 -0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.610 -0.610 0.000 0.000 0.000 0.000 -0.655 -0.655 0.000 0.000 0.013 0.131 -0.660 -0.660 -0.143 -0.143 0.000 0.000 0.000 0.000 0.510 0.510 0.000 -0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.610 -0.610 0.000 0.000 0.000 0.000 -0.655 -0.655 0.000 0.000 0.013 0.131 -0.660 -0.660 -0.143 -0.143 9.6331723 10.9169429 9.2930495 12.3020971 9.6725321 -0.5430887 1.0419438 9.5694387 10.5349897 0.4570164 10.0287517 1.0419438 8.3548444 13.2133469 8.4793668 7.7923895 5.8999417 5.2898898 7.8233214 7.9766351 10.9488522 9.9030485 6.7968495 8.2251833 10.3449812 10.6080156 6.9883802 6.2643544 11.5576615 7.2898889 12.0657067 6.3518173 6.8493163 6.9647937 10.3810693 10.6431134 10.2914701 10.1729611 8.0230529 NA 11.0038936 8.1504861 4.5862844 10.5277909 6.0863549 10.2538500 9.6369082 6.1152102 6.5444622 10.1241107 5.9164313 13.2792712 11.4253059 9.5000264 13.1191111 11.4035399 6.9961582 8.0381997 9.8916273 7.5497562 9.5338146 9.5523961 5.5230883 4.6269238 13.3163398 7.1643579 9.0936238 3.2643563 0.4570164 9.8759058 7.9408151 13.7011399 9.1798066 12.6934618 9.1026576 7.6615700 7.3658718 10.6281759 10.4119224 15.5841874 11.7060118 11.5853157 12.8485113 10.3510589 0.4570164 11.2554709 7.2771777 11.6130822 8.7307948 7.7143870 7.8493163 10.3126463 12.6542158 10.6676705 11.2358976 1.7789234 6.3273640 7.2118863 13.8776186 11.2305504 12.2869200 6.5655241 NA NA 11.0517903 12.5833810 11.2370836 6.7879156 10.7602091 10.8073858 12.6802467 10.4605170 10.0096682 7.0268543 11.2526330 12.9377893 4.5013946 9.1678055 14.6448518 7.4569991 5.8493163 11.9222951 9.4456839 11.2727827 9.2497895 0.4570164 13.0093080 7.6589762 6.4793664 8.2305340 8.6882202 8.6092840 9.8926694 7.3758622 8.8600112 4.7789287 11.5885346 10.8046205 8.8790640 10.6269241 9.8385421 9.7447114 10.2819578 2.7789234 10.1035578 11.3525744 12.7938097 8.5203944 9.6281759 8.6858179 8.9504944 12.3754897 6.1434995 8.1116349 1.7789234 11.5713922 10.0221012 11.1993086 12.7233465 11.0638670 9.4471031 9.9428284 11.1695261 10.4237137 7.0643300 9.6834114 9.3980468 -0.5430887 0.4570164 2.2643563 10.0438389 11.5590273 8.5965506 3.1574318 8.4285427 8.0306462 10.0890855 TCGA-CZ-5988 38 0 NA 693 kidney stage i t1b n0 m0 19-3-2015 male 2006 693 NA NA kidney clear cell renal carcinoma yes NA NA white NA 105.52.0 NA NA 2 2 2 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2214791 9.5807216 10.8771978 10.8204244 9.7476991 7.4966996 7.1127846 10.2918037 5.4921993 10.2995532 1.4922121 10.4306017 11.5474807 2.1702776 10.0329075 9.5561326 9.5507312 10.0605345 8.2577329 6.2995524 10.2329909 8.6581101 7.5496484 5.2363587 1.7552294 9.7094290 8.7401258 2.1702776 5.4181967 9.5134558 2.7552294 8.4966996 10.9995965 4.4556692 13.0327119 14.1324884 10.9062492 10.1302721 15.8306840 8.7074886 11.8291511 3.8141300 8.3401951 8.3650271 8.2995533 1.1702456 7.9936376 9.1561122 9.2377045 8.9872538 9.8050812 7.9450575 9.4625918 7.1532642 13.3218417 11.4317775 -0.8298185 10.9707657 10.7679689 9.7467545 NA 8.5123450 8.7996268 7.6419455 10.8827972 9.2590585 8.9450572 10.8378252 9.1069081 10.1447923 2.9776280 9.2787946 -0.8298185 NA 10.0141912 5.2577348 8.4276581 9.2241961 9.9679317 8.8981905 8.9776251 9.3008408 11.6393396 9.4463946 9.0157601 13.9148412 -0.8298185 11.0557607 11.4754769 9.6948120 8.5754118 10.2517536 NA NA NA NA 7.7210171 13.6390851 8.7552328 10.3117387 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11.091367 9.707489 13.760740 8.828482 13.914841 9.738226 7.701652 6.516784 12.041790 11.130634 15.318349 11.507892 12.662374 13.096195 11.082411 NA 8.745809 9.698724 11.510955 9.170270 9.594436 7.887947 9.820424 13.247670 10.575944 11.345508 3.755229 5.170270 6.214665 14.090178 10.894358 12.671112 6.588122 NA NA 11.756641 12.934209 12.003356 6.918463 10.891797 11.5109548 13.2276697 10.5184450 10.1454016 7.1069084 10.3644115 10.7752866 4.2146611 10.3168388 14.5433052 5.4921993 6.3200171 13.0454368 9.0801633 11.8883749 10.3978862 1.4922121 13.4132954 7.1484654 6.7775999 8.7201704 10.3181111 8.8602682 11.2663264 8.1589550 9.0015774 4.7849803 12.5912830 9.9351418 10.4276580 9.6731020 9.8939311 9.9622469 11.4919165 2.4921865 10.2255526 8.7035998 12.9840123 9.5354990 8.3990890 10.1032230 9.0829200 13.0371627 4.8707099 8.8444625 5.5796599 11.3370609 10.2840124 11.3794189 12.7148724 10.8123219 9.3414470 10.3687152 10.5201043 10.3418848 5.6780635 8.6938323 8.9032854 1.7552294 0.7552294 2.1702776 10.9351418 9.8774136 10.3263532 6.2892111 8.2630274 7.7286906 10.2397199 TCGA-CZ-5989 60 0 NA 1905 kidney stage ii t2 n0 m0 19-3-2015 male 2006 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.9611325 13.1957951 13.5835585 12.4023549 10.0953772 13.3718351 10.0002361 10.8173925 4.7178573 5.4429966 9.0025039 7.2011790 -0.8967374 7.5666713 7.5252115 9.9360369 3.6881132 10.0616997 5.5125366 10.1985440 5.6577372 10.3564035 9.3451300 NA 11.1077185 11.7969518 7.1031472 NA 3.3510770 10.6601319 5.5788814 11.3223154 9.3283543 9.2246804 8.7702585 9.6701524 7.8015040 1.1031283 9.7224498 NA NA 11.7379580 4.2730682 6.8378562 7.3126007 9.4997516 7.0160360 5.9735126 9.8663592 11.7328200 6.7966341 2.1031619 13.4041429 2.4250833 8.7140978 11.3098561 7.4868511 4.2324305 9.1759494 NA NA -0.8967374 -0.8967374 8.1310528 13.1443783 9.1892832 11.3295591 2.8035784 6.2324305 4.1031451 4.1906070 12.2136302 12.0115396 8.4363022 12.1904573 7.2979040 9.6927980 9.5533271 3.6267078 4.7755721 3.3510770 NA 10.4700155 13.7797652 11.6801036 8.0040137 10.8688474 8.4760118 10.9478527 5.6881104 7.3462735 10.0587969 6.5625783 -0.8967374 11.6774968 10.5377752 10.2604938 12.6532925 9.6384223 7.9580156 8.9502042 5.2116703 4.7590706 8.2805666 8.8208232 12.4464715 9.5072240 4.7470006 NA 8.5104149 12.6816376 10.8963438 6.5125382 12.0879214 9.8613701 12.6098264 4.1031451 8.8546911 12.5757109 10.4863112 6.6660763 4.0100368 -0.8967374 11.6389083 NA 12.0441945 9.3427454 7.3367663 12.7202700 7.8646981 10.3540374 11.4109169 10.9312834 10.4661865 6.2220877 7.9072777 10.7931449 6.2011790 NA 11.0379435 7.9391972 0.1031283 7.4911644 5.1906109 12.2154235 8.4694693 8.6918614 6.3977670 5.1906109 NA NA 8.1611384 7.7215326 10.9032379 7.6730023 8.3977679 7.6653892 5.1997038 11.1365699 9.6672964 13.0198661 10.1164696 11.7883337 11.9201306 0.1031283 4.1906070 NA 0.1031283 9.1624913 10.9474604 9.5758378 9.5440160 5.3319667 14.2180280 14.6249620 NA 13.3983419 14.0616996 8.8105061 -0.8967374 4.3510770 -0.8967374 2.8035784 8.3931656 14.4234186 4.5950023 9.2220880 11.7602420 NA 9.6109416 8.6150576 5.4607000 10.1289786 7.6805754 10.8031531 8.3954686 10.5758378 10.3617130 8.2090556 10.4374202 1.6880908 5.5578175 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6.0918310 NA NA 11.7265712 12.7762351 12.1179642 8.5460903 12.2791642 7.638422 14.014071 12.343342 7.478186 8.847981 12.773471 11.762028 4.717857 10.993411 15.189719 4.961128 9.965784 13.277423 9.126901 13.018653 11.346023 4.775572 13.655816 4.184653 6.460698 9.978804 11.337964 5.292973 10.101737 7.900808 8.369934 5.478186 13.040705 11.975052 10.515187 6.010037 9.672053 10.927708 12.124300 4.351077 9.498681 11.289571 9.708914 9.477099 9.146174 10.868847 6.454263 13.954164 4.010037 8.590987 2.273068 12.681638 9.265538 13.258519 12.720270 12.395181 10.163843 10.793145 5.478186 11.968880 6.283057 5.803586 7.533599 NA 3.351077 NA 10.427328 5.959137 10.703060 5.147543 9.610942 7.688110 9.197225 TCGA-DV-5565 59 0 NA 1329 kidney stage i t1a nx m0 19-3-2015 male 2007 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.43039578 6.31046737 1.72552305 13.07470627 9.08065367 11.46432009 NA 0.42406213 5.27569991 10.99362823 5.12760439 10.70114728 8.20816801 11.95792497 9.68881294 9.38167359 7.61858886 3.08807374 10.51527051 8.56740512 7.52547931 11.47273795 -1.08191913 6.74469797 NA -1.08191913 10.33863567 10.00627474 7.55114453 2.24007004 8.36109282 9.89828863 9.41699825 10.39792935 10.30131339 10.63453991 5.48800399 3.87234614 9.93704478 7.83998981 10.20065846 7.41000183 10.41350449 11.30697363 2.72550123 10.05449945 9.12516340 10.54796104 10.68011580 7.16132339 3.31047100 9.98053933 8.76935158 7.54020090 7.71581034 NA 9.94674592 7.91250257 -0.08191913 5.95157148 9.00958456 1.50309427 9.12149700 9.45536750 5.78851345 11.65124920 10.89112887 11.35590120 10.72348996 16.54192346 8.34231562 9.34964681 3.61859106 9.19543644 7.81296664 8.06280710 0.50314517 7.27570084 8.36523235 9.11167456 9.70523546 8.35277750 7.62205255 8.08054042 6.51060595 13.66240483 11.31715995 NA 12.25758160 9.90122110 9.07675869 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12.879147 5.994964 7.293188 6.686334 8.997634 7.628956 7.892563 9.515271 9.294275 3.725501 9.979520 9.640103 10.147569 8.231032 5.738327 11.039359 8.361093 12.425815 1.918157 6.912503 6.994964 7.142151 10.484679 11.3561612 9.8882550 8.6063993 -1.0819191 10.8525772 8.1055010 4.8954287 10.1361068 2.9181572 9.8961445 9.6020211 5.5328593 7.4650439 10.1654833 7.1421510 13.1552844 11.0996120 9.8295410 13.2361976 12.0961914 7.1227203 8.9110875 10.7339327 6.6796997 10.7315295 9.3307191 5.4573086 7.0161809 13.7353826 10.2784475 7.4955777 5.7636400 0.9181572 9.1954364 8.9801953 13.5307297 8.9446725 12.7808833 8.7060518 6.9349575 4.9342900 9.6954044 11.5040506 13.5133483 11.7092957 10.9926251 13.1950005 10.6520118 1.7255230 10.0780204 9.4475796 9.5392852 9.0122267 8.9068338 7.7730172 10.4794370 12.6602480 9.1965987 11.3623875 3.6185911 4.9842384 3.8250427 14.1118904 10.6185889 12.2735002 7.0109062 2.5031197 NA 11.5108397 13.0221745 11.1598880 7.4765696 11.0592983 11.8692517 12.6771010 9.3816736 10.5152705 5.2400777 9.6280944 11.0551402 5.7125655 10.1743579 13.5944258 7.8399898 7.6494682 13.3530255 9.7084977 11.7072752 10.6242134 1.7255230 14.5562173 4.8559648 4.6730362 7.0827037 10.4875301 9.1942735 10.0525754 8.2888366 8.5765747 6.0880737 11.1793626 10.1257735 9.2457017 11.1690396 11.0637629 8.4861053 10.5087361 1.2400700 10.3538194 6.1942742 12.6107810 8.5180618 6.1755366 9.6229174 9.5361308 12.7264094 3.2400700 9.0461434 5.8007912 10.7210693 10.6036601 10.8551550 12.8474075 10.8975743 9.5199199 10.3433651 11.6892259 10.7015567 4.7255067 10.1221088 10.2685358 0.5031452 2.7255012 NA 9.3979294 10.9603317 9.2355617 2.9181572 7.1469678 7.8665161 9.8716181 TCGA-DV-5566 67 0 NA 1398 kidney stage i t1a nx m0 19-3-2015 female 2007 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.83725704 10.32794521 7.06902112 12.83904782 NA 1.68979116 7.74412812 9.24298685 6.48109385 10.75950333 8.19478935 12.04407747 9.90024734 10.26769005 8.94277194 3.67373731 10.22155873 7.62233960 6.18975341 11.35350034 NA 5.47282566 0.02984156 0.02984156 9.98916016 9.92242548 8.00142621 1.83725704 7.94277194 9.60352973 9.87144695 10.41897607 10.20854750 8.72162626 7.19980778 2.35179791 9.67193428 6.28727096 10.32565153 3.48931172 10.41358689 10.75780309 1.83725704 10.56515798 8.95321023 10.28136501 10.58014841 7.50561627 7.71988025 11.03789098 9.57658411 7.73032204 5.40492355 0.61485116 9.67644126 8.44562450 1.61485116 5.85006179 10.03480529 1.83725704 10.51218639 10.85762222 5.99566767 10.75552155 15.23447285 10.92923954 10.17962973 16.84862079 8.16173958 10.71331588 4.23933694 9.39838907 7.18470082 5.52173548 2.19981366 9.89716130 9.48418184 9.04110989 9.88085079 8.04390330 8.40056995 9.06468161 6.34276628 14.32987759 10.68630748 -0.97001713 11.79018674 11.16037272 8.26828747 NA 6.68093473 12.47593202 8.02423600 9.13709976 8.87066063 8.41789976 11.29461839 9.08245059 12.15196641 3.27780626 9.12131800 0.61485116 -0.97001713 9.62420729 4.78477093 8.42862649 9.99422345 9.67913874 8.23200641 9.00142621 8.85643113 11.42620106 9.58925976 10.54607509 12.52348791 -0.97001713 10.49814514 10.20231009 9.99060861 7.59973807 9.82348587 NA 2.02987689 2.35179791 NA 7.48520944 13.67992459 11.02882556 13.41142556 9.70407482 10.34333253 4.93677455 6.92470088 11.35011906 10.44086387 10.59641239 11.68994535 7.78477028 8.25870123 10.82956895 3.35181205 5.59973733 2.19981366 0.02984156 8.86277248 13.51218639 9.79972052 9.40709310 8.54163525 7.39620488 9.88708609 8.02423600 9.71076959 12.54175877 9.30017796 9.16173958 9.83482023 10.17071238 8.51772253 11.22217544 12.47075177 11.24784031 9.32450326 8.96627039 3.70344405 12.08787431 9.40383521 10.32679877 9.08333332 8.15658724 1.35179791 7.50966259 10.41034365 10.34188626 9.63533432 11.45378639 8.45194752 10.69566260 9.20105941 10.33137885 11.94669512 9.72598070 8.22827854 5.13840902 8.16173958 10.24905110 NA 11.24723453 7.90946591 6.69521855 12.94538856 10.24177084 9.21351789 10.50561607 9.11469106 9.23933598 10.95448358 9.36191922 9.11070019 8.16430911 2.35179791 11.37390107 6.49748782 2.19981366 7.77134948 5.38743492 10.76839716 6.58447100 10.51459976 5.14153906 4.96061828 NA 0.02984156 11.50054146 10.43715032 10.79599733 11.07427669 9.20105941 8.34049551 6.52861195 11.57049500 11.16398798 11.03515629 9.13448125 10.05916989 11.50485597 2.61485116 8.33822160 NA NA 9.92923947 8.73032238 9.35181072 8.61296541 9.67193428 13.61607735 14.53807973 0.61485116 10.27840323 12.01198493 10.31007343 -0.97001713 2.83723685 NA -0.97001713 6.09597082 13.87586262 8.73896640 7.06330555 11.52923024 NA 7.68809431 9.11617811 9.93225772 8.80631568 7.63721318 11.46242451 8.99566682 10.72902120 9.42616620 6.94874567 9.71550750 8.90486399 3.36688170 7.28585530 10.36247866 0.0020805 -0.0051227 0.0020805 0.0000000 0.0012481 0.0038156 -0.3524800 -0.0026322 -0.0085766 -0.0548250 -0.0548250 -0.0548250 -0.0548250 0.0020805 0.0020805 0.0020805 -0.0051227 -0.5892100 -0.5892100 -0.5892100 -0.5892100 -0.0008316 0.0000000 0.0024969 0.0024969 -0.0192430 -0.0780110 -0.0780110 -0.3524800 0.0011093 0.0011093 -0.0022168 -0.0022168 -0.0730760 0.0083351 -0.0020832 -0.0085766 -0.0548250 -0.352 -0.352 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.172 0.000 0.000 -0.589 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.352 -0.352 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.172 0.000 0.000 -0.589 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.63072471 11.81798916 8.54951901 13.99625287 9.10402418 NA 2.02987689 9.70230794 11.15238708 0.02984156 8.72685029 7.31990149 8.97532638 13.15561893 6.66650665 6.93074916 7.07973117 7.06880192 7.06880192 8.18975390 10.64826814 10.04320532 3.83723685 9.07017221 10.45009022 10.10469310 8.97970928 8.32450326 10.77723641 7.94277194 12.41964433 3.88786641 6.89406834 7.80466991 9.86118991 10.48006281 9.69166065 9.87458843 8.26828747 -0.97001713 10.43395978 8.71813280 6.14882431 10.18975390 5.59973733 10.04110989 9.58830332 6.65193426 7.96357354 9.96061987 6.94277135 13.33779490 10.75439642 9.64551217 13.22209835 11.88314145 7.05778816 8.67734086 9.63628783 5.64459178 9.76035270 9.58159077 5.98407889 6.44773457 13.48289595 7.68451861 9.91862580 5.85006179 4.48931172 10.09664453 8.06605635 13.71397371 8.63906137 12.52348791 8.47075159 7.72685029 7.62532675 8.95914098 12.48662202 15.74976603 11.68994535 11.01679123 13.19604569 10.29432517 1.61485116 11.19258860 10.75907850 10.52873178 8.01572447 8.51772253 7.49340716 10.42862628 12.77482152 9.07290996 11.48263605 2.19981366 7.12791490 6.81124238 14.05361747 11.41223644 12.27409777 8.93977577 0.02984156 NA 11.46607361 12.72238913 11.19573176 7.11734596 10.34672979 11.7166020 12.7597157 10.2676900 10.2215587 6.0633066 10.7881058 10.9431461 5.0071641 9.5514829 13.9075497 6.2872710 7.0466908 12.5362968 9.3529375 11.3540632 10.2190895 1.6148512 14.0263120 7.2539808 6.3962040 8.9345021 9.5237380 9.2010594 10.2860913 8.7734211 8.9109964 4.7303248 11.6099056 10.1338260 9.5465675 10.8132901 10.3929223 9.6809344 11.0557143 1.8372570 10.0114499 5.8627737 12.5821086 8.6129654 8.9247003 8.5416353 9.4417961 12.5669796 2.8372369 9.1960456 5.5217355 10.4103436 10.4173615 11.4011147 12.9453886 11.5259874 9.3686191 9.1107002 11.4816089 10.5898380 5.6880936 10.0508626 9.6701276 1.8372570 4.4893117 -0.9700171 10.6701276 10.8981226 9.2919774 3.4893117 7.6880943 8.8785056 10.0660562 TCGA-DV-5567 40 0 NA 2004 kidney stage i t1a nx m0 19-3-2015 female 2008 NA NA 100 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 90.48.0 NA NA 2 1 1 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.27816449 10.19705853 6.15148340 3.16441623 8.67673954 5.90689060 11.68251343 NA NA 2.94202649 9.67278314 5.99369247 11.18182734 8.74292984 11.81483305 6.94952443 10.18599325 7.94015030 5.12525021 10.87596639 7.79377886 7.68574256 8.22897257 1.35704521 5.92692216 -0.64295479 -0.64295479 10.09262343 10.03786648 8.24581080 2.67899584 7.89816420 9.40282704 9.54503801 9.16763917 10.42953500 9.55857875 5.11195357 4.69691747 10.32176928 6.19627064 11.13637643 4.95698128 9.87768613 12.34637322 0.94200771 8.98277630 8.87866772 9.38704475 10.75340464 8.04706555 8.46297580 11.01157817 8.67108421 7.47860057 5.33434659 1.35704521 9.26094916 8.65398363 2.16443232 4.91165803 8.96532226 2.88062676 8.83077314 9.78699716 5.88062921 12.48996313 13.18995744 10.28150886 11.03103893 16.13466309 8.40419127 10.58016414 4.74938409 9.37596298 7.90009938 6.51188545 1.77256135 11.90721295 8.70911070 8.50554403 9.41573564 9.42517393 7.99369191 9.91596645 7.29075798 13.63177317 10.68910396 NA 11.48312655 9.96039239 11.29627930 NA 7.02949264 12.12752485 7.34575207 10.80182353 7.99731217 6.88062921 11.49437881 9.82569151 7.24885073 4.23971117 9.05837386 -1.64295479 NA 9.70302697 5.29958170 8.29223235 8.98003444 10.83229423 8.29370522 8.49533940 10.02639549 11.71803521 9.67165075 10.16240820 12.73603958 -0.05799229 11.36821429 11.34112983 10.26621052 7.33434749 10.42315657 -0.64295479 -0.05799229 1.94204526 1.16440014 -1.64295479 13.52421112 5.65168892 4.16442427 8.80930864 10.06183572 1.35704521 7.90973651 8.24733180 11.63260999 10.08200756 11.40677474 7.73210704 6.66995084 10.94343811 5.91165563 9.55120876 2.35707337 1.35704521 10.11529067 13.95909930 9.17164994 10.92597361 10.15188938 7.85092316 10.43921649 7.10190111 10.31950436 7.15796734 10.68096663 10.92810897 10.50530881 9.24200102 9.41505913 12.30305985 12.70226473 10.74562290 7.80001072 9.01267873 3.80894101 12.09642613 9.07474384 10.37039012 8.64823821 10.14047500 -1.64295479 9.07560028 11.81457658 8.23343082 6.84418351 10.84892052 9.20020344 11.56316604 10.17004685 10.76990188 11.40623530 9.60202588 8.49334071 3.35707337 8.43521811 11.09663709 NA 11.14945106 10.36163909 7.86287908 13.29632523 9.80827853 8.42046261 11.15756294 8.54565645 10.18123066 10.41270575 8.70911070 10.75901357 9.36479565 2.60499644 11.80078801 7.63086338 -0.64295479 0.35704521 3.11194940 10.91333397 6.57138709 11.02590148 5.51289687 4.58588793 -1.64295479 -1.64295479 11.14354125 10.35283454 11.18659198 10.28817431 7.98642402 10.35018980 6.24891239 10.90637083 10.95045857 11.88332213 8.99459811 9.88209873 12.08264671 1.81651779 7.00811932 0.94200771 NA 10.49693854 8.77386482 8.83280079 8.21504854 9.23435162 12.72536926 14.28018596 1.52697021 12.16180349 10.37317924 10.31924049 -0.64295479 3.43217105 -0.64295479 NA 7.41505891 14.25833504 7.97728737 9.27742039 11.76672356 NA 9.09431473 8.82973795 9.07987487 9.59487489 7.89039744 11.54209768 10.16522722 10.87079500 10.09600417 8.01170360 11.18698832 8.28484538 5.17481785 7.69642789 9.66084824 0.00000000 -0.00013862 0.00108430 0.00013863 -0.00055444 -0.00304750 -0.00097017 -0.00387790 0.00288170 0.00041593 0.00041593 0.00041593 0.00166420 0.00000000 0.00000000 0.00000000 -0.00013862 -0.00747200 -0.00232750 -0.00232750 -0.00232750 0.00083195 0.00013863 0.00346870 0.00346870 0.00402430 -0.00581400 -0.00581400 -0.00097017 0.00055459 0.00000000 -0.00097017 -0.00097017 -0.01697900 -0.00069303 -0.00207840 0.00288170 0.00041593 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.67772700 12.52800961 9.08923489 10.41573564 10.16884345 NA 6.21504757 9.74723633 11.23990148 -0.05799229 9.90058262 9.22897257 9.23128047 10.91763911 4.62385516 5.20255877 6.83280142 8.84390253 5.47600898 8.83684756 11.88038436 9.20725426 0.94200771 8.13514441 10.14537788 10.85242284 7.92121672 3.00091943 11.44998971 11.03654750 12.38755267 3.94202649 6.43921587 7.67447972 10.74723641 10.64996415 10.4298699 10.5128344 7.1740508 NA 11.1547290 9.2312805 7.7407718 11.5290260 5.7916969 10.2855858 9.3856642 5.1644243 6.4914940 10.1728510 7.5834800 13.2693954 10.2107669 10.2992153 12.8766423 13.2416673 8.6132760 10.0099124 9.7754472 5.3457512 9.3278923 8.8923428 8.9532571 4.8806317 13.8311536 8.4603551 10.8211026 8.9307146 1.9420453 9.2033414 9.5188292 14.3580357 8.9900625 12.7360396 8.9029973 9.0832857 7.3634497 13.7426265 10.3421978 16.0404665 11.4067747 12.3355992 13.2058371 11.1808327 1.9420453 10.1367867 11.4776293 10.9772872 9.2166023 9.4150591 7.4285302 10.2208666 13.2139306 7.7472363 11.5485878 3.1644162 5.9936925 8.4966189 14.0813801 11.0631317 12.5444195 6.5017257 0.3570452 NA 11.9022732 12.5912861 11.7523284 7.5042724 11.2029495 11.8605205 13.2338721 10.1859932 10.8759664 5.5762349 11.4743858 8.2669603 5.4863508 9.9049260 14.4978772 6.1962706 8.4629758 13.4111511 8.1052601 12.3619024 10.8877176 3.1119494 14.2445975 6.6109628 6.8884486 7.2645890 9.4972581 9.5695638 10.0369873 8.6493891 9.0179547 8.6250246 10.8421420 9.7008083 10.7709598 10.4695069 9.6636988 11.0060990 12.4093808 2.3570734 9.6857424 2.1644323 13.4569646 9.3815146 7.0081193 10.1518894 9.1167393 12.1017962 0.9420077 7.7080065 9.3514210 11.8145766 10.8591533 11.2751853 13.2963252 10.9637040 11.0409393 10.7590136 10.8950138 11.2471759 9.2150485 9.8195697 9.8967110 -1.6429548 1.5269702 NA 9.0661514 9.8183933 10.1891663 3.7493841 9.0943147 8.0435682 10.6358073 TCGA-DV-5568 26 0 NA 370 kidney stage i t1a nx m0 19-3-2015 male 2009 370 NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 2 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.467973e-07 6.935946e-08 10.8708445 9.9445725 7.4414246 7.8314675 13.2672775 7.9427843 11.9696077 NA 3.3603362 6.0614436 9.8516358 5.8783207 10.4336025 7.7269211 12.3359029 8.9144745 9.9835408 7.4117533 5.9105024 10.1421466 8.5912235 7.7293583 13.5042774 -1.1769029 7.2783658 -1.1769029 NA 10.1055483 9.7389184 8.3088682 4.0324888 9.0542603 9.3288506 9.7779623 11.0125547 10.2228509 9.2690883 6.8060327 7.9341744 9.5535091 7.0991637 10.5073493 6.0709667 11.0091532 11.1640018 4.0324888 10.7374241 9.3776279 10.5543580 10.3098740 7.6271698 3.4669011 10.0915810 9.6669600 7.3928944 7.6142019 1.4080053 9.6957139 8.6416212 -1.1769029 6.6368203 9.8850852 8.4432589 9.6182669 9.2834949 5.1084408 9.8030357 11.7721361 10.8205713 10.1095968 16.3273459 8.5112893 9.5903958 3.5234741 9.8349651 7.4414246 8.4023551 1.1449600 8.9197542 8.8877817 9.2566243 9.6957139 8.4023551 8.2408915 8.3068546 6.3699340 14.2459579 11.0361432 2.8230360 11.6962909 10.3189190 10.3529575 -1.1769029 6.9315637 11.4501168 8.0804269 9.3038291 7.9315637 9.1291006 10.9526440 7.9289476 11.3360732 3.5779242 8.3347917 -1.1769029 NA 9.9111647 5.6934033 8.7626182 9.9367812 9.4285185 8.0446264 10.2196437 9.6027584 11.2241052 10.2191086 10.3118834 12.1754963 0.8230156 10.8608056 10.2633892 9.8633288 7.9157963 9.7815917 NA -0.1769029 3.0709732 0.4079509 6.5978261 14.3091198 7.8173924 13.1721129 10.4740907 10.3684862 4.6559299 6.3148923 9.2555810 10.3607427 10.9390580 11.1261747 8.6716621 9.6479978 10.6821855 3.6303938 4.1805935 2.1449600 -1.1769029 9.6802424 14.3848639 8.5458464 9.2377243 9.3208908 8.4210916 9.9302561 7.9954664 10.1308318 6.0128636 9.6630300 10.6376215 10.1472421 9.7931448 8.3660708 10.7877409 13.6816514 11.4952434 9.6076739 9.6863503 2.8621736 12.3857584 9.6303940 9.7471092 8.6887724 10.0458339 1.1449600 7.4919236 10.3138899 5.5642349 7.4768515 11.7293660 8.5661903 10.8823834 8.5712320 9.7522973 11.8896328 10.1706604 9.0955173 5.5372836 8.5879106 10.1222470 -1.1769029 10.5775090 7.8756068 6.3852809 12.9248506 9.4659932 9.3158936 11.2855413 9.6464062 9.4839262 11.2332068 9.5130371 9.8653824 7.2618307 -0.1769029 11.2458922 6.9051884 8.6221261 8.0470405 2.7299225 10.3148921 5.4812505 10.4682471 6.4313304 5.3308344 NA NA 10.9419801 10.7786889 10.5585950 11.2175017 8.0177961 7.5959146 5.8753894 11.4839263 10.8038927 10.7265443 9.0650221 9.7873799 10.6704879 -1.1769029 7.9445727 0.4079509 -0.1769029 9.9400327 8.9105018 9.8850852 8.4432589 10.2393088 13.4413098 13.9504692 5.0709646 11.0685917 11.9274739 10.3871885 0.4079509 4.1449682 -1.1769029 NA 6.0029477 13.3905198 8.7801411 7.3228845 12.0107004 -0.1769029 7.9445727 8.9626158 10.4610223 9.2865633 7.5678732 11.4576232 9.2783663 11.0010813 9.4671386 9.6646034 10.4234166 9.1980784 4.1449682 8.2826552 10.7321820 -0.05549900 0.01056400 0.00847430 0.55018000 0.00736090 0.00889200 -0.02393900 0.00694350 -0.00054624 -0.01629200 -0.01629200 -0.01629200 -0.01629200 -0.05549900 -0.05549900 -0.05549900 0.01056400 -0.54482000 -0.54482000 -0.54482000 -0.53875000 -0.03504000 0.01223700 -0.12564000 -0.12564000 0.00555290 -0.02411400 -0.02411400 -0.01326400 0.00000000 0.00000000 -0.28510000 -0.28510000 -0.03517600 0.10424000 0.00444110 -0.00054624 -0.01629200 0.000 0.000 0.000 0.000 0.000 0.000 -0.285 0.000 0.000 0.104 0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.533 0.000 0.000 0.000 -0.545 0.000 0.000 0.000 0.000 0.000 -0.131 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.285 0.000 0.000 0.104 0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.533 0.000 0.000 0.000 -0.545 0.000 0.000 0.000 0.000 0.000 -0.131 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.450573 12.048849 9.176186 10.608900 8.852326 1.408005 1.630405 9.267019 10.975099 -1.176903 10.579595 7.070967 8.953610 14.282022 8.044626 7.875607 6.845407 8.282471 7.872888 7.720884 10.981649 9.702622 6.012864 9.240891 9.629589 10.394318 8.549257 8.572909 11.160940 7.997965 12.414675 3.777230 6.610942 7.484817 7.047041 10.711021 10.715961 10.046437 8.550960 NA 10.515655 8.059053 6.523479 10.080427 4.550962 9.810303 9.825151 6.729929 6.265983 9.981649 7.158429 13.151153 11.412690 9.735928 13.451826 12.549470 6.699556 8.559441 10.484372 8.202417 9.963230 9.649587 6.144966 6.032493 13.354786 9.291663 9.012864 6.488375 3.144960 10.620295 8.756730 13.467177 9.246155 12.175496 8.171767 7.051858 6.184018 11.560709 11.203771 15.980327 11.126175 11.112482 14.120421 10.875607 1.144960 10.706064 9.004191 10.862301 8.957465 8.366071 7.677907 10.550109 12.635818 10.323881 11.180591 4.972785 6.249303 4.108441 14.470174 10.752297 12.162054 6.206743 -1.176903 NA 10.350027 12.784579 11.064119 6.977857 10.767751 11.9566629 12.3672790 9.9835408 10.1421466 7.6622425 10.2201788 10.6724441 5.0898244 10.0626375 13.7431350 7.0991637 6.5645062 12.5274733 8.6174550 11.8004978 10.3563688 2.8230360 14.1812781 7.4806077 6.2576669 8.7489938 9.8823835 8.2576674 10.4089404 7.9702440 8.4699039 6.0709667 11.6681370 10.4772275 8.8742480 10.9699259 10.8650403 10.1308090 10.0880679 2.9105024 10.0821938 7.2534920 12.6430644 8.1268196 7.9078473 9.3208908 9.3600923 12.4140938 3.3466024 9.0017037 3.9929678 10.3138899 10.3856392 10.5699731 12.9248506 10.8478324 8.6934037 9.8653824 11.8845790 10.3123853 5.8564629 9.9510333 10.0282213 -0.1769029 1.1449600 0.4079509 9.9542529 10.5963473 9.0578564 1.4080053 7.9445727 8.4650909 9.4248098 TCGA-DV-5569 29 0 NA 355 kidney stage i t1a nx m0 19-3-2015 female 2009 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 3 3 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.161568e-07 1.387189e-07 10.28206073 10.16316723 7.92396385 4.65466467 9.85301631 7.77624746 12.06797510 NA -0.08957433 7.61647974 9.81136859 6.36336034 10.94942083 8.19775238 12.09636840 9.10722702 10.26761398 8.46815685 7.56585380 10.11751623 8.22700986 5.87397557 11.73386907 -0.41138729 6.19590465 -0.41138729 -0.41138729 9.78271505 9.58434096 7.96143870 3.17354323 8.38136385 9.60468554 9.85594564 11.34158153 10.49057194 8.56011727 6.58292777 5.35675654 10.29031335 5.36993404 11.29873443 6.02320212 10.81498598 11.64266927 3.67604169 11.14866774 9.44810846 10.04287302 10.64283891 7.70231608 4.31649334 10.42138469 9.13257222 7.35012503 5.17353523 -0.41138729 9.84772857 8.64114173 0.91050243 6.34346112 9.46815705 1.17351125 9.66805848 9.66739171 4.75850040 11.08431638 14.34799386 11.01142694 10.12384916 16.64090830 8.13353835 10.17541357 4.58857673 9.15081630 7.13932009 6.91500334 0.67265163 9.50892655 8.93882799 9.00325900 9.75849873 8.68133084 7.85301631 8.68000923 7.13546818 14.08664382 10.88089540 1.17351125 11.78348448 10.37215322 8.16977421 NA 4.31649334 11.69480952 7.57156760 9.54494995 8.61509733 7.55724082 11.02632584 9.22247711 11.41413083 2.28900815 8.91275434 NA NA 10.02059359 4.58857673 8.14316277 9.89520506 10.27112951 8.66939143 9.27857165 9.29938022 11.92348389 9.92619561 10.02580565 12.53145476 0.58861271 11.16570044 10.63808198 10.15462776 8.31989291 10.11800431 NA 0.58861271 3.17354323 NA 7.80531954 13.94299533 11.61941329 13.09822506 9.31052735 9.66137622 5.01483730 6.90598622 10.98115953 10.91416026 10.15652985 11.86700578 8.33676673 8.69840429 10.77592586 5.01483730 1.17351125 1.58856474 -1.41157918 8.47274444 14.11809581 9.55291458 9.88089532 9.70491777 6.92396445 9.71398718 7.64926983 9.55567756 10.55760050 9.00748061 7.74339177 10.19749390 9.64588860 8.87397587 10.77344906 12.57023021 11.14436113 9.20879352 8.96143870 3.94365882 11.89263980 9.13739568 10.45701051 8.89783396 10.40595716 0.17351125 7.01902577 10.82099472 9.23911397 8.24807035 11.72860464 8.95161344 11.49396075 8.90145674 10.27638686 11.75959412 9.75033551 8.20344932 4.51930915 8.04595456 10.51968057 -0.41138729 10.13063826 8.28727835 7.32328359 12.98551295 9.88663626 9.06126452 10.69186153 9.64994502 9.60538210 10.65011705 9.03255327 10.08542758 8.38298968 1.91050243 11.19080866 6.93287024 2.17354323 8.45893848 3.91050243 10.66805857 6.40875261 10.95919577 5.42411925 4.98088901 NA 0.17351125 11.13691404 10.56728418 11.00431550 10.68133093 9.07138164 8.97846308 5.90082093 11.64741107 10.83590789 11.30774863 9.05107595 9.90881021 11.45701051 1.58856474 7.57441566 0.17351125 NA 9.92508039 8.77963302 9.30881795 8.56728418 9.56298839 14.56949428 13.61531331 2.17354323 11.38014365 13.30945926 10.37034325 2.91050243 6.04669404 NA NA 6.98945354 13.64935411 8.48490625 8.18662634 11.86774901 NA 7.85770051 8.91177486 9.67802418 9.45275994 7.62199689 11.67852070 9.64791814 11.32095321 9.27682418 7.95707998 10.22927054 8.71914441 4.73567922 7.81957878 9.91724869 0.00062646 -0.00650500 0.00180300 0.60937000 -0.00719580 -0.00290910 0.00388540 0.00444110 0.00791750 0.00221930 0.00221930 0.00221930 0.00221930 0.00322760 0.00322760 0.00062646 -0.00650500 -0.63450000 -0.62236000 0.00124810 -0.62417000 -0.00595220 -0.00539920 0.00000000 0.00000000 -0.00290910 0.00013863 0.00013863 -0.00277070 -0.00277070 -0.00277070 -0.00069303 -0.00069303 0.00097064 0.00291330 -0.00055444 0.00791750 0.00221930 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.596 0.596 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.596 0.596 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.127732 12.088171 9.290746 12.171186 9.656008 NA 1.758516 9.681331 10.946972 2.047992 10.072389 8.048006 8.996904 13.289718 7.395929 7.985179 6.989454 8.536941 7.477317 8.127732 10.894920 9.727486 5.554359 8.748445 10.160326 10.461633 9.567999 9.340954 11.520419 8.386235 12.124447 2.676042 6.195905 6.802892 8.952708 10.771278 10.459709 10.331304 7.867023 NA 10.658024 8.666725 7.048005 10.538036 5.621996 10.115562 9.843012 5.928425 7.135468 10.147473 7.516352 13.413085 10.405957 9.894066 13.591960 12.997457 7.654663 8.548576 10.016934 7.829365 9.796198 9.028405 6.336767 6.031517 13.462979 8.230625 9.401553 5.395930 3.112133 9.678686 9.134504 14.036851 9.085428 12.531455 8.536941 7.932870 6.376216 9.492456 12.395224 15.982584 11.867006 11.710107 14.195528 10.770347 -1.411579 10.440323 11.152485 9.854189 8.992651 8.873976 7.326666 10.215652 13.027301 10.457011 11.485663 5.434064 6.188486 5.997965 14.412681 11.185695 12.451211 6.616480 NA NA 11.890499 12.930857 11.550378 7.127732 10.801982 11.714956 12.926544 10.267614 10.117516 6.616480 10.912192 10.837391 5.446554 10.097854 14.827053 5.369934 6.519311 13.097290 8.927310 11.756776 10.596652 1.910502 13.829775 6.650512 6.356758 8.645266 9.984108 9.256572 10.186161 8.720431 8.966359 6.748445 11.277261 10.528887 10.088420 10.685948 10.479218 10.351371 11.263649 2.047992 10.167418 4.369934 12.506029 9.108210 8.508927 9.704918 8.955300 12.703699 4.421466 9.065320 5.748445 10.820995 10.429745 10.966598 12.985513 11.127005 9.559399 10.085428 11.499966 10.658352 5.826978 9.700362 9.602594 3.048009 5.313224 NA 11.242315 11.008134 9.627493 2.676042 7.857701 7.802893 10.059233 TCGA-DV-5573 41 0 NA 1130 kidney stage i t1a nx m0 19-3-2015 male 2008 1130 NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 1 3 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4465442 10.6164929 8.0345629 2.5312941 11.4154755 7.9040830 12.7121021 0.7239517 0.6688453 6.1076544 8.8913681 6.2861918 10.9659332 8.3946063 11.9672728 10.8027680 11.0517834 8.1290913 6.4654178 10.2426032 8.8926220 6.4381964 12.0331422 NA 6.2785387 -1.2761357 -1.2761357 10.1596204 9.9653374 7.6635289 4.6065903 8.5803754 9.7246544 9.8615817 11.6197147 10.2022141 9.5473174 7.3238627 12.4781068 10.0087741 6.1751613 12.3168742 6.9187070 11.0433399 10.2737348 3.5819297 11.3331288 9.1617020 10.5631538 10.7122797 7.5248496 5.3678079 10.3711701 8.3857283 8.0000744 6.1585774 0.7239517 10.0754414 8.5710074 3.9718746 7.0902723 9.2231382 5.4654162 10.1022449 8.4467574 5.3238636 10.7483833 12.3323204 11.0390996 9.6517280 15.7426067 8.3404991 10.8982516 5.0815015 9.4679430 7.5473172 6.4174374 2.4266136 8.2494709 9.2658211 9.2746968 9.5377313 8.6020010 8.3696087 8.6708563 6.7295745 13.3997969 10.6697596 -0.2761357 11.7376217 10.4344250 8.9907365 1.0458623 4.1502185 11.0951822 8.0070385 10.0621293 8.7940711 9.2426032 10.6532085 8.6825027 10.8224230 0.7239517 8.7281705 0.3089433 -1.2761357 9.9575698 5.4921352 8.4139482 9.5369294 10.1859410 8.3032661 9.8762348 9.9569705 11.7096408 9.5061292 9.7799102 12.5458237 3.6308364 11.0968641 10.8124071 9.9242356 8.7832946 10.2928562 NA 4.9527669 5.1162691 -1.2761357 7.9599643 13.7228049 10.8574134 12.2023405 9.5441291 9.7866708 5.8007653 6.7012302 11.1264292 10.8308401 10.7295746 11.5682047 8.8480714 9.0548669 10.7299254 5.4104497 2.8114094 4.2785424 -1.2761357 10.0000745 13.8911330 9.5935439 11.2227992 9.5881361 6.5377309 10.4565415 7.8609411 9.2595074 11.6344054 9.3839459 6.4104514 10.0322094 10.1285594 8.8441879 11.2589824 12.3083254 11.4877849 9.5819310 9.1237940 4.1823983 11.7549620 9.0254463 10.1328105 9.3767950 9.4578128 1.8938670 8.0458781 11.1674117 10.1061742 8.0721251 11.2722904 8.5927725 11.4172192 8.4535707 9.9094449 11.4444081 9.8114129 8.0050457 6.5756996 7.2077660 10.3954911 NA 10.0875374 8.7477043 7.2746968 12.6095511 10.9263800 9.0604565 10.8223112 9.8622218 9.2006963 10.7645823 9.2168048 10.4738195 8.5741367 1.5313191 10.9239291 6.5756996 4.8736951 7.3750021 6.1666452 10.6861231 5.1333416 9.1173405 6.5954246 5.9137750 4.1833833 -0.2761357 11.2706034 10.4817568 11.0464416 10.9239291 9.2861925 9.4859084 6.1892711 10.4821733 10.9739523 11.1707749 9.0804021 10.0430576 11.8636613 2.4243847 8.1011605 0.7239517 NA 10.2592254 9.0012376 9.4165655 8.3496590 9.6248168 13.0087019 14.2020245 -1.2761357 11.1828692 13.1088687 10.1168041 -0.2761357 4.1502185 1.5313191 NA 7.0638006 14.9764677 9.4954395 8.0047210 11.6879299 NA 8.9309644 9.0924020 9.7893662 9.8850820 7.6126931 11.3662275 9.4896505 11.2411273 9.9671419 6.9431184 10.1910461 9.2631088 4.9718792 7.8695254 10.2421114 0.00471900 0.00847430 0.02062300 0.46502000 0.00097064 0.00110930 -0.00609040 -0.01931400 -0.02452400 -0.01257600 -0.01885100 -0.01885100 0.00124810 -0.01243100 -0.01243100 0.00471900 0.00847430 -0.49120000 -0.46696000 -0.46696000 -0.46696000 0.00847430 0.46502000 -0.47374000 -0.47374000 0.00110930 -0.00774820 -0.00774820 -0.00609040 -0.00553750 -0.00553750 0.00416320 0.00416320 -0.47427000 0.41563000 -0.00180140 -0.02452400 -0.01257600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.474 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.431 0.000 0.000 0.000 -0.467 -0.467 0.000 0.000 0.465 0.465 0.000 -0.463 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.474 0.000 0.416 0.416 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.431 0.000 0.000 0.000 -0.467 -0.467 0.000 0.000 0.465 0.465 0.000 -0.463 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.6997980 11.2541125 9.5717904 13.2347760 10.0087741 -0.2761357 1.0458623 9.3229331 10.7999439 1.5313191 9.2347142 7.3013791 8.7628690 14.0430576 7.7765179 8.8875996 6.3460013 7.6308408 8.8660570 8.6248170 10.0770969 9.9094449 8.1627418 8.9647414 10.1081942 10.7487435 7.8762351 6.5118523 10.7348278 8.5943149 12.0416284 3.8532372 7.4313096 7.5788187 9.0968150 10.8803492 9.716888 10.366904 8.229761 NA 10.427854 8.848071 6.858376 10.714054 6.511852 9.618768 9.887600 6.286192 6.618767 9.977207 6.346001 13.116804 10.568263 10.045315 13.410505 12.825351 7.255332 9.125896 10.025446 7.482173 9.878768 9.758749 9.094637 8.679600 13.218306 8.231745 9.355127 5.063801 2.424385 10.271327 8.448464 13.147000 9.587362 12.545824 9.139692 8.048130 6.459946 10.850332 10.175676 14.752914 11.568205 11.604490 13.489961 11.105763 2.531294 10.859980 9.894501 11.139692 9.455269 8.844188 8.103328 9.977207 12.742324 11.811910 11.750992 6.531305 7.171034 6.231745 13.602885 11.318275 12.735090 6.654688 4.367804 NA 10.623685 12.836797 11.601794 7.431310 10.815716 11.171292 12.613549 11.051783 10.242603 8.678146 11.012816 12.137181 5.505310 10.235703 13.865778 6.175161 7.063801 12.386158 9.326649 11.852750 10.512261 1.045862 13.327692 9.018341 7.800766 8.168592 9.831821 8.500383 9.615734 8.465417 8.966981 7.107654 11.587556 10.320606 9.353307 10.423956 10.423089 9.891368 10.662059 6.666464 10.525658 7.955171 12.751890 8.828549 6.729575 9.588136 9.603158 12.674962 5.642814 9.045878 6.353307 11.167412 10.525254 11.491307 12.609551 11.157535 9.557631 10.473819 10.755307 10.818688 7.141803 9.622551 9.611171 2.308914 5.200171 1.308885 10.164819 11.135262 9.337740 5.166892 8.930964 8.667930 10.200190 TCGA-DV-5574 37 0 NA 2016 kidney stage i t1a nx m0 19-3-2015 male 2008 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 2 2 2 3 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.7164964 8.8331665 9.4181292 9.3555876 9.4696595 8.2910800 8.9641520 7.0882307 13.0403625 11.2676708 3.3472688 11.6720268 10.0895436 9.8271928 NA 7.3338423 10.2788758 7.4472436 10.8042636 7.7920478 8.8509413 10.5319545 8.8163770 9.2179381 3.8403021 9.0363550 NA NA 10.1056095 7.9143032 9.1913583 9.5007680 9.9889802 8.4550128 9.8955853 10.0741748 11.8372297 9.6851325 9.4417804 12.6469796 5.4252646 10.7616897 10.9224519 9.8771995 6.9052582 10.2744921 -1.4077463 -1.4077463 3.6367638 NA 7.0599804 13.7880167 8.6340345 10.4962572 8.9836190 9.5370873 6.4688928 5.9052594 10.3819090 10.8476990 9.3296226 11.5776089 9.0609993 10.2330722 10.4390410 6.2217321 5.2647991 2.6798291 -0.4075549 10.1026450 14.2798330 8.3439194 9.1829624 10.1707481 7.8497629 9.6745244 7.6851321 10.1383871 11.7394212 8.9007144 6.7522468 10.1649145 9.6388173 9.2594869 11.0869810 12.3906446 11.3192321 9.4992659 8.9879095 4.1090178 11.1088141 9.4977622 9.2488002 9.6857928 7.2180846 -1.4077463 8.3835384 11.7610474 9.6462876 7.0388378 11.2603739 8.6422239 11.3865881 8.2253704 10.3485146 11.6550961 10.3708632 8.7435443 5.3338423 7.7920478 10.2634740 -1.4077463 9.1866999 8.3505985 7.5895545 12.9948545 10.0604902 8.8042637 11.6081388 8.8995763 10.3737350 10.5123671 9.0507819 10.6761870 7.7822002 3.2362324 11.3543420 8.6476577 2.7623063 7.1431219 6.6202814 10.5930796 6.5112387 10.6696083 6.3682166 6.0681097 NA -1.4077463 11.0394585 10.2683324 11.3126196 10.3712738 8.9029882 8.4897974 6.5563114 12.1010367 10.9927211 11.1966969 8.8626705 9.9733774 11.4141493 1.9142966 7.9760795 -1.4077463 NA 10.1820264 8.2594867 9.3074793 8.5682233 9.5231126 13.7908204 14.6349538 2.4992719 11.7224632 11.9803926 10.3823164 -0.4075549 6.2844679 0.1773438 -0.4075549 6.8961556 14.6778893 7.3965063 8.1507962 12.6902428 -1.4077463 8.9521250 8.9846392 9.1517523 9.4013395 7.8823019 11.1674418 9.8538826 11.1610440 9.5647880 9.7242323 10.9806617 8.7809642 5.2875351 7.3304679 10.1208295 0.07407000 -0.00185070 -0.12607000 0.24508000 0.42867000 -0.00240460 0.00000000 0.00717220 0.00661580 0.05888700 0.05888700 0.05888700 0.06746700 0.07407000 0.07407000 0.07407000 -0.00185070 -0.12607000 -0.12607000 -0.12607000 -0.12607000 -0.00862570 0.24508000 -0.00198910 -0.00198910 -0.20140000 0.00355820 0.00355820 0.00000000 -0.00185070 0.00299780 0.10652000 0.10652000 -0.00157360 0.00731140 -0.00088091 0.00661580 0.05888700 0.000 0.000 0.000 0.000 0.000 0.000 0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 -0.126 0.000 0.000 0.245 0.245 0.000 0.000 0.429 0.429 -0.199 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 -0.126 0.000 0.000 0.245 0.245 0.000 0.000 0.429 0.429 -0.199 0.000 0.000 0.000 0.000 0.000 9.614049 11.861210 9.343082 12.307372 9.901852 -1.407746 -1.407746 9.327931 10.880376 4.569655 9.114957 5.100170 9.576081 13.352731 8.148881 8.721658 6.711316 8.824796 8.383538 8.255934 11.567686 9.628549 4.425265 8.885847 9.932782 10.833465 9.235330 7.882394 11.737671 9.951026 11.973640 3.499272 6.997517 7.415743 7.963063 10.830481 11.1904278 10.3831311 7.7164964 1.5923972 10.1584293 8.8766210 6.7969468 10.8944430 5.1001703 10.0751832 9.1820266 6.1469647 7.9143032 10.3827238 8.9131758 13.3635037 10.3489316 10.3741449 12.8666079 12.3660297 7.6285491 9.5436600 10.5824793 8.2910800 9.7629263 9.5119835 7.1237572 7.5610420 13.2016695 9.1237567 8.5171879 6.0681097 4.3472617 11.1031395 9.7459274 13.9121885 9.1149567 12.6469796 9.0981869 7.3472626 5.7112113 11.6076161 10.7757006 14.2779728 11.5776089 11.6463012 13.3397291 10.7929675 1.9142966 10.3049023 10.8751742 10.9814688 9.1622309 9.2594869 7.7087190 10.1740467 13.1719270 11.3896316 11.7915875 5.3338423 5.1922889 7.1276508 13.9360163 10.8760425 12.4181292 6.6367696 -0.4075549 NA 10.5145880 13.1009129 11.5282715 7.5523771 11.1083215 11.529933 13.168151 10.003886 10.253263 7.620281 10.513844 12.213053 6.487194 10.431579 13.641160 6.108075 6.859162 13.235383 8.929997 11.762144 10.624765 2.177344 12.790744 6.587464 6.517187 8.280346 11.031687 9.143122 10.306621 8.710018 8.955415 8.043586 11.857258 10.146005 9.502268 10.550203 10.786824 9.435511 11.051551 3.177344 10.765740 7.514216 12.619237 9.198780 8.301459 10.170748 9.243867 13.105733 8.078205 8.715203 6.923292 11.761047 10.817884 11.197160 12.994854 10.897297 9.754137 10.676187 10.816678 10.676260 7.611966 9.700900 9.555994 2.051790 5.772284 NA 10.856231 10.098365 9.640862 5.001766 8.952125 7.971754 10.301890 TCGA-DV-5575 52 0 NA 1729 kidney stage i t1a nx m0 19-3-2015 female 2007 NA NA 100 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 90.48.0 NA NA 3 2 3 5 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.14773458 NA 0.02019992 6.03116137 9.91473164 6.39980512 11.15913826 8.67428585 11.95318949 9.22722532 10.37348813 8.88093159 4.45530091 10.30055333 7.76355300 6.31234207 12.08121558 NA 6.03116137 NA 0.31231665 10.16148653 9.71960974 7.87203765 2.89729852 8.58068896 9.79212230 9.83263325 11.11270274 10.39670752 9.60159253 6.19498530 4.39980683 10.26265490 5.68157576 11.59272621 6.85666207 10.51324063 11.32659504 2.31234570 11.02085122 9.36309769 10.06667288 10.73370565 7.95860085 6.87203826 10.66062758 8.76903877 7.85408419 5.49556406 0.31231665 10.00117509 8.52666120 1.31231665 6.42086637 9.28170938 3.89730820 9.63276660 9.67428585 6.17032369 11.33234274 15.31417536 10.65737759 10.19549439 16.20399919 8.17446285 9.90604442 4.65811435 8.54436328 7.90728848 7.24701605 1.72739772 9.07721362 9.49225119 9.14628635 9.73930554 8.60389632 8.17032319 8.95138118 7.08493166 13.59340271 10.58224794 NA 11.67647670 11.04897225 8.71606423 NA 4.97530918 11.77858847 7.89980703 10.07942291 8.23517417 7.40685976 11.44462757 9.68593227 11.56187627 2.97530001 8.97293213 -0.27264585 NA 9.80285866 7.21119525 8.39271540 9.75459442 10.35445734 8.41212819 9.01739834 9.78198387 11.71642449 9.99709069 10.12985869 12.89197227 1.31231665 11.06216118 11.24603267 10.19447555 8.66989416 9.92090496 NA -1.27264585 -1.27264585 -1.27264585 8.43818596 13.70559841 8.99182226 11.23814370 8.80285882 9.54596181 3.93683578 6.93195011 11.05661530 11.12318144 9.66989399 11.74280158 8.49225098 8.28771238 10.61307595 6.82541168 6.96099931 -1.27264585 -1.27264585 8.85150076 14.03891501 9.94896667 10.07831869 9.65811685 7.06277041 10.12985869 7.88472673 10.08330313 14.16191004 9.81550530 9.52098279 10.03127443 9.97114863 9.23913211 11.58185840 12.35502742 11.11889164 8.63276660 8.82865919 2.87874496 11.22722544 8.96099931 10.35628073 9.35764657 10.37213711 1.04928225 8.31234207 11.46462687 11.95795395 8.27664461 11.58536055 9.02773214 11.17342892 8.84891302 10.34484702 11.52686353 9.72031780 8.21772898 5.45530091 7.11969647 10.42217265 NA 9.83981901 9.01739834 7.43818638 13.11828740 10.27908784 8.73300413 10.81318395 9.02085108 10.15678630 10.83971478 9.04026259 10.35308837 9.13358459 3.04929968 11.14206480 8.36581543 2.18681746 6.98947398 4.15364323 10.86405031 6.74974744 9.61078660 5.79109775 4.72738138 NA NA 11.17058214 10.35354484 11.21747829 10.13677046 9.01624558 9.23613501 6.82946017 12.27174031 11.09397499 11.47494318 9.17859066 10.07278485 11.32100408 -1.27264585 7.83851504 -1.27264585 NA 9.58613759 8.67866422 8.46039487 8.47389404 9.80952860 14.30846241 15.50656025 2.18681746 11.77807849 12.51109400 10.17084117 NA 4.68157857 -0.27264585 -1.27264585 7.20715980 14.53968222 8.20108540 8.36762442 11.72843581 NA 7.00815070 9.00137329 9.49721735 9.69099808 7.61916354 11.47683003 9.75459442 10.93683291 9.82935520 7.67282344 10.64176466 8.74279446 5.13405251 7.63384893 9.54035901 -0.00443120 0.00000000 0.01978300 0.01501300 0.00805670 0.00957420 -0.00021287 -0.02808100 -0.03776200 -0.05967100 -0.05967100 -0.05967100 -0.05482500 -0.00443120 -0.00443120 -0.00443120 0.00000000 -0.50981000 -0.50981000 -0.50981000 -0.49819000 0.01964300 0.02230400 -0.49788000 -0.50809000 -0.51135000 -0.00110870 -0.00110870 0.00132150 0.00830440 0.00013863 0.00722170 0.00722170 0.00285440 -0.01519100 -0.00069303 -0.03776200 -0.05967100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 -0.475 0.000 0.000 -0.511 -0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 0.000 0.000 -0.475 0.000 0.000 -0.511 -0.511 0.000 0.000 0.000 0.000 8.8254117 12.0056838 9.0816288 12.2837659 10.0549322 -1.2726458 1.7273977 9.6499639 10.8394932 0.7273542 9.7860477 7.2972354 9.3104624 11.6303199 7.6282465 7.5760028 6.7497474 8.4243469 7.2781260 8.5185426 10.7659556 9.6107866 6.4688472 8.6757468 10.0784679 10.4330119 9.2665383 8.9906489 11.5703191 9.1504955 12.0661062 3.7273759 6.8411215 7.5347348 9.0716755 10.5853605 10.1868111 10.4843528 7.7273793 -1.2726458 11.1811646 8.7745034 7.1367707 11.1056744 6.1868115 9.9190556 9.6706269 6.1110835 7.1744623 10.3207707 7.2934339 13.3891576 10.2051378 10.1271915 12.9770856 13.0255137 7.4033368 9.4424835 10.0871290 8.0334412 9.5752199 9.1282589 5.9368334 5.1703217 13.2936120 8.4586986 9.4518933 5.4955641 2.8972985 9.8809316 8.7880755 14.2799586 8.9621970 12.8919723 9.2041258 8.0915142 6.8695371 9.8527931 12.5719873 15.5845587 11.7428016 11.8110251 13.3701646 10.7010769 0.7273542 10.7901003 11.2331911 10.6804847 9.2282215 9.2391321 7.6698942 10.2524109 13.0650711 10.5058674 11.8598793 3.1868175 6.3784319 6.7772277 13.9061868 11.1783330 12.4991785 6.5602702 NA NA 11.8359040 12.7190785 11.6790176 7.5915657 11.0824553 11.598900 13.192818 10.373488 10.300553 7.162008 11.825905 11.636523 5.760804 10.368076 15.244849 5.681576 6.956198 12.867722 9.433876 11.743143 10.402896 2.049317 12.797500 7.052595 6.448478 8.044815 9.955597 9.405980 10.769723 9.360120 8.662544 6.334709 11.923213 10.154168 10.363551 10.436032 10.788751 10.279088 10.670261 3.371238 10.359466 6.049308 13.036375 8.991822 7.190904 9.658117 8.920264 12.770749 5.585359 8.872038 5.203111 11.464627 10.475572 11.092335 13.118287 11.084107 10.120234 10.353088 11.039128 11.045453 6.084932 9.698923 9.560270 2.727376 5.622198 -1.272646 11.099428 11.052235 9.737208 4.186810 7.008151 8.128259 10.262169 TCGA-DV-5576 55 1 727 NA kidney stage i t1a nx m0 19-3-2015 female 2008 NA NA 100 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 90.48.0 NA NA 2 1 1 2 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.9797492 NA 0.8896293 5.0755027 10.0715344 6.2259208 11.4901072 8.4178955 11.8544108 7.8623293 10.1615666 8.7771619 4.8896390 10.9960688 7.5102230 9.2870975 9.7814205 1.1527026 6.0755027 NA NA 10.3292599 10.3746610 8.2629367 3.5677036 9.5153456 9.0764939 9.8617550 7.9053304 10.5374549 9.2853851 5.6866490 4.4256876 10.1741139 5.5219050 10.2427836 4.1824222 10.2205537 11.3394044 0.8896293 8.5507022 9.1498507 9.7722798 10.7844545 8.0794613 6.6969912 11.0867527 9.0048261 8.0535382 6.6284047 NA 9.2681485 8.8600304 1.7376435 4.5219050 9.1825657 3.6551686 9.8096918 9.0605633 6.4685752 11.1787081 11.9705875 10.0912706 11.3219699 16.3327940 8.3556114 10.5556832 4.7174571 9.7862719 7.7426342 6.4745999 2.7011054 10.3313360 8.6458594 8.8156363 9.7488609 9.4587328 8.4442256 9.1704076 7.0147916 13.3950514 11.1133971 -1.4324546 11.7245818 9.8454319 10.7950238 NA 7.4745991 11.8239173 7.5983756 10.8490592 8.0414144 7.6311036 11.5523051 9.8019274 9.1936458 3.6969953 9.1545485 0.1526377 NA 9.9600261 7.7225268 8.4131989 9.8391717 10.4579729 8.3259319 8.7008510 10.0655605 11.3871653 9.9030990 10.0774836 12.4710257 -0.4322599 11.2890642 11.0964070 9.7917104 8.0106523 10.3576498 NA 8.8851213 4.3750603 -1.4324546 4.6969898 13.4266610 8.4334419 9.6564969 9.1375642 10.0946969 2.7376435 7.8646251 8.6969915 11.4192625 10.3738555 11.3746872 8.2750676 6.4564513 10.5255362 6.3621244 8.3474278 1.1527026 1.1527026 9.8680612 13.5929780 9.5956146 11.5743854 10.0028580 6.8013281 10.2196573 7.3686086 10.2057327 12.1125524 10.4303460 10.6073132 10.4450350 9.7199935 8.8286281 11.9604286 12.7336363 10.7679943 7.5789357 8.9318432 4.0228738 11.9176810 9.4526424 10.1526712 9.0745121 7.2577065 1.1527026 8.6257004 11.4625264 9.7594219 7.5426109 10.7566065 8.8646248 11.4253009 9.6458594 10.6277290 11.2515805 9.7686073 8.6214310 3.8156369 7.9855613 10.6627760 -1.4324546 11.3942572 10.3702250 8.0106523 13.1043201 9.9701879 8.5956148 10.5983758 8.7525840 10.1819584 10.7714390 8.8963836 11.0286764 8.8298036 2.9600297 11.6847023 7.6391714 1.3750672 6.3490680 5.5900750 10.8478995 5.9770990 10.4399987 6.6695271 6.2956294 NA 2.6551686 11.3114912 10.5890357 10.9495219 10.9874056 9.3441416 10.1882814 6.3130136 11.4738477 10.9557260 11.4545484 8.6736172 9.9345772 11.7644645 4.1223000 7.8203743 0.8896293 0.1526377 10.2763615 8.7820278 8.9373061 8.2542090 9.1582956 12.8929438 14.6832197 0.5677401 11.7641571 11.8253911 10.2986033 -1.4324546 4.2514086 -0.4322599 NA 7.3125427 14.6313144 8.8438331 8.4730957 12.0459727 NA 8.6525170 8.7336960 9.1460814 10.2823835 8.0250897 11.4025747 9.9131140 10.9648485 10.0535379 7.9120043 11.3202984 8.7808130 5.4174576 7.3852679 9.7275800 0.00211880 -0.00871460 -0.00705760 -0.00180140 0.00000000 0.00166420 0.00680440 0.00513590 -0.00178470 -0.02520900 -0.02520900 -0.02520900 -0.02903800 0.00263570 0.00263570 0.00211880 -0.00871460 -0.00083160 -0.00083160 -0.00218070 -0.00218070 -0.00055444 0.01460900 -0.00263220 0.01223700 0.00300080 -0.62941000 -0.33237000 0.00282780 0.00254340 0.00254340 -0.00207840 -0.00207840 0.00499690 0.00917050 0.00000000 -0.00178470 -0.02520900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.607 -0.607 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.607 -0.607 0.000 0.000 10.712048 12.226032 9.267281 11.988458 9.785666 NA 7.777162 9.820965 10.905052 NA 10.102498 8.106868 9.300724 10.506921 4.091268 4.240131 6.993973 9.253333 5.960025 8.899745 10.856575 9.611420 1.152703 8.405337 10.169670 10.598031 8.227704 7.047489 11.028421 10.025602 12.243431 4.925259 6.083409 7.641850 10.016341 10.726949 10.4214080 10.2690151 7.5102230 0.5677401 11.5015837 9.6351431 8.3192526 11.2746363 4.2115652 10.2930749 9.0220079 6.1897613 6.8805913 10.0250896 7.4411531 13.3146428 10.4419216 10.0660593 13.1163500 12.8380040 7.6551715 9.7066203 10.0419217 3.8531074 9.7575332 9.2750678 10.2388074 7.2819541 13.4719669 9.1117072 9.5535506 8.9108945 3.0271364 9.4311206 8.7501030 13.5655938 9.6617863 12.4710257 9.0116882 8.3926673 7.9128031 13.7798630 10.9944976 15.3246037 11.3746872 12.1912473 13.1472014 11.1404089 -0.4322599 10.0680526 11.2196573 10.8513758 9.1385132 8.8286281 7.7820278 10.3230135 13.1642479 7.2990276 11.4503517 1.8896293 5.9252613 8.5648880 13.8469482 11.1027410 12.5772749 5.7275802 1.3750672 NA 12.1582957 12.5025052 11.6464832 7.5072880 11.1724935 11.7960764 13.1791946 10.1615666 10.9960688 5.9164360 11.1975206 9.8055161 6.7917099 10.0358236 15.2671862 5.5219050 6.9030985 13.4992172 8.7844546 11.8811586 10.9944976 3.0912767 14.2268126 5.1628545 6.3878881 7.6980219 9.4495874 9.5698205 10.1000646 8.9362151 8.9236433 8.7338719 11.2250271 10.2272587 9.8588793 10.3087543 9.8114778 10.9158836 12.1505563 0.8896293 9.9765691 5.5789357 13.3054171 9.2629370 7.6814507 10.0028580 9.1196283 12.2507032 2.2681349 8.6311039 8.3209255 11.4625264 11.0740163 10.8412129 13.1043201 11.1104987 10.9760384 11.0286764 10.6131271 11.1397409 8.9241608 9.9158836 9.8788893 -0.4322599 5.4552351 NA 9.3926673 7.8325268 9.9855612 4.2401311 8.6525170 8.2681485 10.4151576 TCGA-DV-A4W0 55 0 NA 2008 kidney stage i t1b nx mx 19-3-2015 male 2008 NA yes 90 kidney clear cell renal carcinoma yes 33 1968 black or african american not hispanic or latino 274.28.0 NA NA 3 2 3 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9774688 10.3325939 7.6425146 7.5016525 13.5987660 10.1053462 12.0137494 -1.1056285 -0.8069222 4.7016766 10.0927669 7.6691090 10.8430542 9.1797243 11.4117453 8.8629888 11.1814571 8.6805916 1.7016821 9.3588676 7.9249888 7.2737005 11.6995197 NA 5.9387163 NA -0.1056285 10.2677309 9.9644428 7.5090315 3.9387186 8.7335259 9.2375076 11.0595430 9.8191344 10.0884631 9.7577338 6.1797240 7.8943218 10.0453384 7.9550181 10.0497726 7.1327269 11.1156070 11.1192280 1.2162376 9.6137107 9.7073013 9.5623205 10.6175563 8.4979484 8.8161629 10.4039287 8.5035006 7.5417804 5.1981012 2.8012208 9.5658629 8.7631446 0.8942939 6.9870787 9.4774047 1.4792823 9.9764709 8.3496492 3.9817887 11.5925578 13.8586628 10.5186604 9.9704695 15.9841344 8.2139941 9.3383014 4.5947635 9.5363737 7.5127073 5.8250580 1.2504766 9.7024816 9.9908066 8.9897189 9.6583641 8.0313130 8.2823393 8.9387160 6.8601062 13.0424807 10.6736309 5.7523017 11.8163487 10.0056206 8.7287930 NA 1.8943327 11.9227460 7.8915012 8.8701699 8.5108710 8.3801511 10.9731398 9.2173766 11.5663958 2.9817796 8.3372655 1.8943327 NA 10.1912382 6.6357892 8.1958181 9.4536991 10.2774862 7.8886751 8.3861751 7.8456067 11.4706716 9.7623727 10.0132629 11.9173832 4.4489076 10.9842424 10.7739052 10.0119650 11.0579716 9.7200758 NA 0.4793341 3.3537467 -1.1056285 7.2994636 13.8476999 4.8716022 11.0067614 8.3496492 8.8042149 3.1422500 7.3821623 10.8790964 10.9083424 9.0988930 12.8174070 9.0210263 9.0223162 10.4872461 6.1517107 2.9817796 4.2518705 NA 8.9949841 13.4985276 10.2430501 10.8543238 9.2072050 9.1134903 10.6416757 7.7861056 10.0334191 11.9060733 10.3331137 6.9764713 10.9202436 10.7421623 8.7662271 11.5882444 12.4172712 10.8038400 9.3568241 8.7343601 2.5947635 11.7014755 9.3153348 10.3424382 9.7081031 10.3470780 -1.1056285 7.5596578 11.0491400 7.1467509 9.2801089 11.3776339 9.1001151 11.3450177 9.2823393 10.4579949 11.7439225 10.0370673 8.4592525 5.1037746 7.7982035 10.4679691 NA 6.2072057 9.5649781 6.9657843 12.6652955 9.6960303 9.1386857 10.5507468 9.7358863 9.6332586 10.7254906 8.8280127 10.2190650 7.8250593 0.8942939 11.4193533 6.3619280 4.6492073 9.0427986 4.0211332 10.8950262 6.1981032 9.8723174 7.6606192 4.5381781 NA NA 10.8485183 10.3761214 10.9577170 11.5919411 7.8971369 9.1386857 5.2651818 11.0726755 10.5729221 11.4215545 8.9208453 10.4183738 11.9057239 1.8943327 7.8915012 1.2162376 -0.1056285 9.7677660 9.1398746 9.1808796 8.9590647 9.9173831 14.2498107 14.4535496 -1.1056285 11.0497727 12.0603281 9.6492095 1.8943327 4.7272125 -1.1056285 NA 7.0541930 14.3501628 8.8191345 7.6492095 11.8944980 NA 7.5596578 8.5658808 9.2015226 9.7600552 6.9496038 11.4548936 9.5878088 10.8437839 9.6879252 9.7200758 10.6862987 9.5569903 3.5084413 7.7113056 10.2747830 0.00184760 0.58166000 0.00819590 0.60160000 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1.894333 9.246365 12.953666 6.269360 6.216249 6.655873 6.960411 6.386175 9.171609 9.849972 9.354778 2.216238 7.894322 10.291333 10.962764 9.592158 13.095221 11.151120 8.760055 11.825043 2.353747 5.871602 6.714501 6.949604 11.184917 10.3496491 10.3486212 8.2117345 -1.1056285 11.9175565 7.8368362 3.7522990 10.8886754 5.0028465 9.9048500 9.8012125 6.5163745 6.4178846 10.1434354 7.7800180 13.1065143 10.6822245 10.1452124 13.9302808 12.9795578 7.4174137 8.2952014 9.9916957 6.8773160 9.7105056 9.3434707 3.7016821 5.5808238 13.5490139 8.7445086 9.8154190 3.7016821 -0.1056285 9.8272747 8.8412281 14.0796233 9.6567039 11.9173832 9.7437270 8.0364292 6.5740137 8.2628282 13.0323537 15.4982090 12.8174070 11.2745124 13.9715966 10.9962976 1.4792823 10.9817847 9.0754741 9.9236092 8.9604112 8.7662271 8.7000658 9.9744732 12.8356447 9.4021165 11.2914617 3.1422500 6.7523030 4.6492073 13.6990560 10.9560307 12.9398256 9.6993564 -0.1056285 NA 11.4874796 12.3616727 10.9529766 7.6119986 11.1192280 11.5980093 13.0859981 11.1814571 9.3588676 5.9496050 11.7486059 10.4637029 6.0541930 9.8615482 14.4243764 7.9550181 6.4178846 13.0271269 9.0679990 11.4946995 10.4923744 1.4792823 13.9801263 6.6849632 6.2606448 9.6073819 9.5191175 8.9604112 10.6653986 8.4923744 8.6871121 6.0236058 11.7985802 10.8023392 10.2529731 10.3252971 10.0210265 9.9916957 11.7612145 2.5947635 9.5426794 3.5947635 12.7207622 8.3901771 7.8514242 9.2072050 9.2093015 12.7083035 5.0841451 8.9644428 6.6756819 11.0491400 10.5011897 11.2611905 12.6652955 11.3031824 8.4717508 10.2190650 11.0982816 11.0155316 4.6222451 9.4383203 9.6960303 0.8942939 -2.7948578 -1.1056285 10.5007272 11.5244957 9.6715772 0.4793341 7.5596578 9.0779573 10.2780262 TCGA-DW-5560 38 0 NA 353 kidney stage i t1b nx m0 19-3-2015 female 2009 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.55.0 NA NA 1 3 4 6 1 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.3566080 8.3372026 6.2247272 1.4303388 14.2535798 8.3224298 12.3910380 1.0152835 4.2687563 6.4415399 6.7064366 8.9868182 10.3794092 8.8815233 11.1518385 11.6675220 10.8799766 8.5071278 6.2632016 12.8937087 10.4787989 7.8565768 10.2703032 1.0152835 6.8649401 NA 1.0152835 11.7102128 10.7420604 9.5017745 5.9060464 7.8311913 9.9954141 10.7928039 10.5117955 10.1176878 8.0039592 6.7157149 12.8301240 9.8773953 4.3845058 9.6782396 2.4303120 9.0849481 9.7226337 2.6002460 11.3458180 8.5177749 10.8711812 9.5634543 7.7834586 5.3372044 10.0050381 9.9810589 9.1376713 7.8979174 4.6782410 9.2710899 8.7249330 4.8226282 6.1852005 9.6567243 2.7522348 11.7286611 5.4747053 4.8226282 8.3873272 8.9906449 9.5453557 6.9221657 14.4502502 8.4303120 10.0441016 6.8732558 11.2400802 8.3281574 4.8226282 5.8879395 11.2186226 10.3808679 7.8140165 10.8354535 10.0486976 8.4415395 8.3757558 5.3372044 12.6871104 10.8912798 0.4302853 10.5237296 8.7579993 6.2376670 -0.5696077 7.0596689 13.0480091 10.3874141 7.9499481 7.1097920 8.7064366 11.9201600 8.5177749 6.4347016 3.3371973 8.6994388 4.0152745 0.4302853 9.5017745 4.7522401 8.2944981 10.8412933 10.6114643 8.7878640 12.1635393 9.1885352 10.8205563 10.2336360 10.3439495 13.8476372 1.4303388 11.5676939 11.9249177 11.0564774 12.1402574 10.2149469 NA 2.8897461 3.2376708 1.0152835 6.8897437 12.7498431 9.7955408 6.9141280 11.2218820 12.2210678 5.0152745 9.3580901 5.0152745 10.6597318 12.2336360 10.9689715 6.5388361 6.3372026 11.7318082 2.6002460 5.3129555 6.6970982 1.4303388 9.0920901 12.1327012 10.8550032 13.3892272 9.8118550 5.7701630 10.8343892 8.1616313 12.1848238 4.5595958 9.5939617 11.5352384 10.2152658 8.7226337 7.1097920 11.1556783 10.9977928 11.7536484 7.7157143 10.1979420 6.6958797 12.0079769 8.4331272 9.8825533 9.5914440 10.0974235 NA 8.3815966 9.6876999 1.1129003 7.5364827 9.4047267 8.2944981 10.6794255 7.1376716 9.8407634 11.2536793 10.9887328 8.9235471 5.7878634 10.4061600 9.6262993 1.7522348 6.6102217 8.5335999 4.9221645 11.8615485 11.0601240 8.7657025 9.2456953 10.9514217 9.2312121 12.0158028 9.2247279 11.0091564 4.7878660 6.8565774 11.2718764 4.7522401 6.4747070 7.3845083 2.6002460 9.0669368 -0.5696077 6.9772066 7.0619986 5.1307538 -0.5696077 2.6002460 11.6938747 10.5434031 11.1789242 12.9220399 5.9849015 9.8115414 7.1553718 9.1565301 10.9151350 10.1106716 7.9301578 9.8907680 11.1743049 4.9848992 9.9060455 -0.5696077 NA 11.1237990 7.6687170 7.8140165 8.5698636 11.5666624 11.0880771 8.3037561 6.4964016 9.2279735 11.1488450 11.2944982 1.0152835 2.6002460 2.0152835 0.4302853 6.6877004 14.3437158 11.6494806 6.2882940 10.3296690 NA 8.7409249 7.8979174 10.0929804 9.8042646 7.1717793 11.3175327 9.9060455 9.8835826 9.6853407 2.2376555 10.5717806 10.0422590 4.5177733 9.1829435 12.1361604 -0.00539920 0.01936300 -0.00830050 0.00000000 2.54100000 0.00208050 -0.00553750 0.80733000 -0.04217700 0.09550800 0.09550800 0.09550800 0.09987000 -0.00539920 -0.00539920 -0.00539920 0.01936300 0.87727000 0.87727000 0.87727000 0.87727000 0.00305220 0.00000000 0.00194180 0.00194180 -0.93843000 -0.01174900 -0.01174900 -0.00553750 -0.00332430 -0.00332430 0.00694350 0.00694350 0.00055459 -0.01381500 0.88846000 -0.04217700 0.09550800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.807 0.807 0.888 0.888 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.877 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.890 0.890 -0.932 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.807 0.807 0.888 0.888 0.000 0.000 0.000 0.000 0.846 0.846 0.000 0.000 0.000 0.000 0.877 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.890 0.890 -0.932 0.000 0.000 0.000 0.000 0.000 10.3647401 12.5941189 10.6900553 11.8460538 9.5939617 -0.5696077 5.4303120 10.9738273 10.2254914 -0.5696077 8.9440397 8.1951837 9.0920901 13.6097547 7.1851995 6.3129555 6.1852005 7.7157143 6.0450213 8.5309743 9.7443288 10.9236672 0.4302853 10.5787886 8.7725422 9.6336601 7.0376425 11.8704026 10.0532790 6.6102217 12.6344170 3.9538705 7.4075924 9.8418230 8.4218338 9.5851302 9.4664856 9.9820203 10.5157845 -0.5696077 9.9410762 9.8711812 9.8311915 10.5230692 3.1307497 10.8301240 8.7340928 7.4359369 3.8226282 8.2975908 6.4747070 11.7556175 11.2392762 9.5427516 13.5600780 12.7230651 7.0805020 9.4664856 8.8979177 3.6782410 11.2683341 10.4111656 5.1852005 3.1307497 13.2885845 9.2279735 7.1984961 3.3371973 1.7522348 9.4855945 8.3037561 12.5939617 10.7289475 13.8476372 9.4359367 7.6002370 6.6379116 11.9624244 7.9694711 12.3262659 10.9689715 11.8167135 11.9834613 10.1734634 2.8897461 11.5197625 8.1548257 8.7657025 8.8544782 7.1097920 8.7386510 10.0587577 12.0348653 6.7790404 10.3006768 7.6348829 9.0920901 8.0302252 13.2386438 10.3098953 13.2273656 11.1234156 3.0152835 NA 8.6591307 11.6272215 11.6700269 7.2820607 10.1272796 12.5860790 11.6506904 10.8799766 12.8937087 5.6591311 12.1251052 7.7922561 4.1852005 9.5660213 12.4879011 4.3845058 9.3356990 11.9251376 8.0920901 10.1843645 10.7477247 3.6002341 13.7730812 7.5792465 7.9341379 7.0284388 7.4189969 6.9221657 8.7634673 9.0133947 8.9610697 2.7522348 9.7645853 10.5164483 6.7790404 12.5195970 10.4499028 11.0320829 12.4165096 3.0152835 10.3543823 4.1852005 13.5585481 6.2882940 5.4964016 9.8118550 10.6224692 11.8134763 -0.5696077 9.9430525 2.0152835 9.6876999 11.1671367 9.8742916 11.8615485 9.4260792 8.5595951 11.0091564 11.4709442 11.2812802 8.7318081 10.8086069 11.5762442 3.8897461 4.1307497 NA 8.2726624 13.1039336 7.6924070 2.4303120 8.7409249 7.4415391 11.2647831 TCGA-DW-5561 51 0 NA 414 kidney stage i t1a nx m0 19-3-2015 male 2008 NA NA 100 kidney papillary renal cell carcinoma yes 36 1971 black or african american not hispanic or latino 71.55.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.4669683 12.6009634 10.8964407 8.9216943 3.6873071 10.7675606 9.8739353 6.6339717 9.5988388 0.7330940 5.7217910 -0.2669060 5.1424951 11.2257098 10.9404250 8.9498515 4.3478145 8.9192197 9.2527418 10.5980654 9.8059081 9.8012120 8.6623640 6.2722640 11.1443517 9.8185780 6.4542055 9.9210761 5.4879943 9.1812218 8.9583129 2.9030383 9.7246274 7.4779396 10.0459885 10.6656894 7.7160992 7.3769615 10.8324073 8.7978483 8.6339724 4.8828533 3.9425614 9.6111565 9.6527138 4.7774986 6.3551573 9.9887243 2.5404489 11.1382470 2.3180565 9.6011564 8.6929192 10.2138957 9.8474985 7.0684956 15.3105786 8.2047809 10.3147770 5.3478145 10.4507819 8.5675766 4.7554751 4.6291351 10.3246279 9.8403225 8.6843903 9.8285026 9.3805639 8.4779396 8.5532845 5.6399961 12.7474748 11.7885575 NA 11.1968854 8.5905579 7.1339847 NA 5.8416310 12.4025443 9.0707274 9.3850541 7.2409001 9.3913171 10.9735988 7.4404647 9.1106415 0.3181143 9.5652043 -1.2667324 NA 10.1801888 3.5910810 8.3606395 9.7897433 10.3330183 8.6873018 10.5307671 9.2299594 11.5174071 9.6226096 10.5832924 14.1950006 2.0550221 11.7409755 11.7143160 10.6741532 9.7003319 10.4686616 -1.2667324 3.9425614 3.1254197 1.0550568 7.8726570 13.7583316 10.7064441 12.3344121 10.5961303 11.3434384 3.3769571 8.9869530 4.9810352 10.8923462 11.1184287 11.4666039 7.7637727 7.2409001 10.7182359 0.7330940 2.3180565 6.5404598 1.0550568 9.7554733 13.2810243 10.4460623 12.1581903 8.7526964 6.3330176 9.9721073 8.5832923 10.8597100 9.8152546 9.6286808 10.1504307 10.5776975 10.4117057 7.3984419 11.2838523 11.0280134 12.7232982 9.2239563 9.4274025 7.5456680 12.6465560 9.1232746 10.0305950 8.7017722 7.6188017 NA 7.0323136 9.7931260 1.3180565 8.9875082 11.0071924 9.1541184 10.9346169 8.8403225 10.0696121 10.9685215 10.3161883 9.6693828 5.2249587 8.4387378 9.4888277 1.7330940 8.7623927 8.8891885 5.2249587 12.1076017 10.9810331 8.9703156 10.2620480 10.3371954 9.2819275 11.3094647 8.9916715 10.5132352 7.5691561 1.0550568 10.7256899 4.8623869 3.3180709 7.0045688 4.2249587 10.1682549 -1.2667324 7.1760494 6.6108492 5.2088372 NA NA 12.0254272 11.0598159 10.7675606 12.4583653 6.1339847 10.4503407 7.1003459 8.0572862 11.0999741 10.3491949 8.4178542 9.8526952 11.6843903 5.3180673 9.8059081 1.5404737 -0.2669060 9.5801628 6.7829537 9.1178893 8.6960015 10.4460623 8.6741531 9.6785494 7.1339847 9.2924827 12.3774125 10.2329514 1.3180565 1.3180565 0.7330940 3.6873071 7.0045688 14.5914266 10.8507486 6.7387300 10.5648087 -1.2667324 8.4178542 8.9340532 10.0712848 9.3868463 7.8390141 11.3610953 9.6697434 10.1755307 10.0271518 2.7331157 9.2586263 8.9822190 5.6760897 7.3255627 12.3174809 -0.0218470 0.7024800 -0.0316320 -0.0165670 1.5162000 -0.0274470 -0.0241140 0.7761800 1.4143000 0.2245300 0.2934200 0.2934200 0.2284300 -0.0066432 -0.0066432 -0.0218470 0.7024800 -0.0216470 -0.0216470 -0.0216470 -0.0216470 -0.0310860 0.0022193 0.7564700 0.7564700 -0.0167040 -0.0142740 -0.0142740 -0.0204120 -0.0260300 -0.0260300 0.7399200 0.7399200 -0.0139530 0.0129340 0.0000000 -0.0202750 0.2245300 0.000 0.000 0.000 0.000 0.744 0.744 0.740 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.817 0.817 0.000 0.000 0.710 0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 1.528 1.528 0.000 0.000 0.000 0.000 -1.293 -1.293 0.000 0.000 0.000 0.000 0.744 0.744 0.740 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.817 0.817 0.000 0.000 0.710 0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 1.528 1.528 0.000 0.000 0.000 0.000 -1.293 -1.293 11.892031 12.115865 10.190486 12.423867 9.693832 NA 2.903038 10.012136 10.024915 NA 7.724627 8.182254 8.776133 15.209883 7.291526 7.467815 7.133985 6.627923 6.990493 8.092855 9.848799 10.464849 2.433547 9.613454 9.711544 9.827843 6.559654 4.461024 9.373350 8.240900 12.185469 6.633972 7.200711 8.701772 8.807247 9.310534 9.1005202 9.9253984 9.7781826 NA 9.4846495 9.0173513 8.6050109 10.5340055 3.5404613 9.5029434 9.5715215 7.6248890 3.9030286 8.9017777 6.8726564 12.6041444 11.1843166 9.6195643 14.1375819 12.1720273 7.1551704 7.4644249 9.3895305 7.1382472 10.5396551 9.7904203 4.5659931 4.9810352 13.8242930 6.7331062 10.2828902 2.1925414 NA 9.6988899 7.1801886 12.0742073 10.7781826 14.1950006 9.1874048 8.0994278 6.2619106 11.8207341 8.2428807 11.1010663 11.4666039 11.7649790 11.9808847 10.4117057 2.1925414 10.6862107 9.5120040 10.3208830 8.4143440 7.3984419 8.2389172 9.8052381 12.1890749 8.8700965 11.1938174 6.7938010 7.6369871 8.5785957 13.2495012 10.6534584 13.4227760 9.1146484 0.3181143 -1.2667324 8.5062449 12.1254230 11.6442784 7.5144655 10.4833938 12.0260023 12.1259596 10.8964407 10.7675606 6.3180673 10.7078787 9.1189681 4.1254197 9.2838523 10.4758824 6.4542055 8.7203695 11.2871667 8.7499137 11.2783114 10.4724642 4.2249587 15.7041438 6.8018299 7.0414445 8.8060153 7.5307668 7.1635581 9.4821370 8.5754560 8.8067516 5.8311375 10.0516483 9.5840737 8.5372367 11.2993974 10.0516483 10.5480884 12.2528646 2.9810306 10.2833713 1.0550568 13.1544255 7.0950488 7.7359208 8.7526964 9.6006777 12.2650961 1.9030383 9.0895575 1.0550568 9.7931260 10.5222316 10.8455450 12.1076017 11.1395763 8.6096224 10.5132352 10.9694188 10.5501572 7.3292950 10.4859043 10.5392524 0.3181143 NA NA 9.3661008 11.7103425 9.1467334 -1.2667324 8.4178542 8.9522742 10.4042043 TCGA-DW-7834 53 0 NA 3950 kidney stage i t1 nx mx 19-3-2015 male 2001 NA NA 90 kidney papillary renal cell carcinoma yes 80 NA white not hispanic or latino 194.47.0 NA NA 1 3 4 6 2 2 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.942065e-06 8.323135e-07 10.0328845 10.3005279 8.9315796 -0.2244858 12.9367072 10.5693275 13.5938291 0.7755142 1.5367989 5.5436815 5.8089204 5.8307801 10.4202542 8.6288060 11.8096077 12.0162879 9.8774723 7.9970835 6.3754096 10.5888770 8.4845804 5.4337073 11.0254989 0.7755142 4.9047779 -0.2244858 2.0974085 10.2668487 9.9176036 9.0079176 3.3604626 8.8970301 9.5428535 10.3851371 10.9022011 10.2400424 8.7599151 4.1330456 8.9277815 9.8814051 6.8629596 11.5719419 8.5763967 10.6307545 11.2590605 2.3604486 9.8109830 8.6504781 9.8911906 10.7730290 7.2990587 4.1330456 10.9365245 9.1429114 7.7354985 8.1286435 4.1330456 8.7121345 7.7839254 3.9454204 7.7811210 9.5328865 3.0974254 9.9770080 9.1635138 7.0562670 8.9958508 13.9017171 10.4558561 8.5370479 15.7658444 8.0422832 10.9843406 4.9252447 9.8402394 7.9603721 5.7527753 3.7532301 8.3679537 9.2502164 9.3434527 9.6980809 9.6846396 8.3883652 8.5102064 6.5633992 12.6082877 11.3192535 NA 11.6919359 9.1787216 9.3846754 -1.2246544 6.4619967 12.8873658 8.0162879 8.8549815 8.2813083 9.5486358 10.4265483 7.7783118 7.4036137 NA 8.7656007 -0.2244858 NA 10.6797549 4.4193501 8.1041715 9.5161206 9.0666672 8.1108868 9.9751690 9.6068038 11.1347410 9.2783284 9.6311438 14.2326209 2.4759409 10.0927735 10.5178061 10.8109830 7.8334885 10.0222373 NA 2.2349304 1.7755142 1.0974085 6.1763766 13.3449369 10.7158102 10.3429775 10.2966063 10.7150759 3.9849539 8.2287672 4.9047779 10.8646160 11.1546042 12.3617172 6.8944382 9.3107720 10.6782485 6.3377396 2.4759409 5.7180108 -1.2246544 8.8429311 13.2276735 9.6060119 11.6071997 9.1710306 7.9849499 10.2517365 7.6703142 10.7223700 8.8442749 8.9315796 7.5568562 9.9645490 10.0498748 7.8787842 12.0524933 10.9051016 11.9754756 9.2990585 9.4802649 7.1042161 12.4868409 8.7769048 9.4567351 9.2892242 8.5453344 -1.2246544 7.0792778 10.3768032 3.1794474 8.2296932 11.0815583 8.7895170 10.7961293 8.2287672 10.3209438 11.8619646 10.9025237 8.8733577 2.2349304 8.6272457 10.0632090 -1.2246544 9.5059667 8.3698211 5.8523110 12.5513126 10.9451085 9.7216719 10.8030571 9.4461528 9.5900791 11.0614912 9.8774723 10.4080375 7.9873851 2.6823935 11.0452077 4.1330456 3.7754931 6.6642396 3.6334777 10.3194951 2.0974085 8.6178469 5.8535940 3.9849539 -1.2246544 2.7754931 11.5709275 10.9619204 10.5896785 11.1838263 7.0139010 8.0422832 5.8290428 9.2132486 11.3625709 10.6969657 9.3156246 10.3034623 10.9121674 4.3604626 8.6178469 NA -1.2246544 9.9086388 7.2512296 9.9041354 8.8523123 10.1774427 13.8954914 12.1994004 1.9454204 11.2246453 13.8778824 10.0781356 1.5828450 2.0974085 NA 2.2349304 5.2673485 14.0678542 9.2990585 5.8944370 12.1193763 0.3604205 8.3698211 8.3061369 10.2344158 9.2743458 7.3300851 11.6502859 9.1891245 10.9031686 9.1527072 3.8198929 9.7534921 9.1483617 4.3670565 6.5205323 11.2590605 -0.0106340 0.0027865 0.0082079 0.0175560 0.5496700 -0.0013739 -0.0176540 0.5013500 -0.0422310 0.0447280 0.0440550 0.0440550 0.0440550 -0.0106340 -0.0106340 -0.0106340 0.0027865 0.0058830 0.0058830 0.0058830 0.0058830 0.0080687 0.0175560 0.0077903 0.0077903 -0.0013739 -0.0098066 -0.0098066 -0.0176540 -0.0098066 -0.0098066 0.0050089 0.0050089 -0.0163720 0.5063900 -0.0077363 -0.0422310 0.0447280 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.506 0.506 0.501 0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.550 0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.506 0.506 0.501 0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.550 0.550 0.000 0.000 0.000 0.000 0.000 0.000 12.1999254 12.1214562 11.0115108 13.1987438 9.2532549 NA 2.5828450 9.3670189 10.3519526 0.3604205 8.2813083 6.7121349 9.4075830 14.5180692 7.2390209 7.1153465 7.0328844 7.2753423 6.4479213 7.9378881 11.6995668 9.3529253 3.5303829 9.2653445 10.2773338 10.0923438 7.4479221 13.8614254 10.2542662 9.0804184 12.2404201 3.9849539 6.5169638 8.5584950 10.1817016 9.9910296 9.6943598 9.9733276 9.1440030 NA 10.8361926 8.5972704 7.9970835 10.5118985 2.4759409 10.0626317 9.0031125 5.2017632 4.3604626 9.6075955 5.8944370 13.1153466 11.4622160 9.5642149 14.6054918 12.0469596 7.1197929 7.2990587 10.3688877 9.7698501 10.4328151 9.9547837 6.1763766 9.6958494 14.8674691 4.2673485 9.4130272 2.5828450 NA 9.3291258 8.0678183 14.2556872 9.2163659 14.2326209 8.0043154 7.9504223 6.1205904 12.5730568 11.4258752 13.0355340 12.3617172 12.0617656 12.5172796 10.1075332 2.8629671 9.9485490 10.1832954 9.9391463 8.6131246 7.8787842 7.3902068 10.1986125 12.8201469 9.4863031 11.3952580 5.5568555 6.0328855 6.9946646 13.6415193 11.0689683 12.2596901 7.7811210 -0.2244858 -0.2244858 10.6131246 12.9922425 10.7655154 7.1763756 11.2166252 11.8626279 12.1958516 9.8774723 10.5888770 6.3146548 11.1434573 10.9677894 4.2673485 9.4654946 10.7609828 6.8629596 9.4854419 12.0210478 9.2069943 11.2643410 10.1494493 2.3604486 15.5535481 6.6804017 5.4759377 7.7062342 7.9073534 7.9800676 10.0591638 8.9554058 8.5572990 6.6642396 10.0632090 10.3228732 8.4265482 10.6943598 10.5106295 10.7253233 11.1763761 2.0974085 11.0821279 5.4619967 12.2188455 7.9702532 6.9849504 9.1710306 9.2411039 12.5960745 3.0234328 9.3911263 3.7754931 10.3768032 10.8781285 10.7047550 12.5513126 11.4569547 8.9277815 10.4080375 10.7839253 10.6186443 8.9441688 9.2663476 10.0334737 2.3604486 0.3604205 NA 10.7495526 10.2124735 8.6350313 -1.2246544 8.3698211 8.8402394 10.3712203 TCGA-DW-7836 55 0 NA 1093 kidney stage i t1a nx mx 23-10-2014 male 2008 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.37.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6670171 9.6627821 5.3401456 -0.3322441 12.0969977 10.1010463 12.9952744 -1.3324257 0.6962610 6.2223100 4.7121170 6.8275930 10.3011710 8.7378426 11.7214779 12.5388569 9.8953376 8.7175702 5.8868891 11.8385857 8.8977420 5.5865846 10.9470421 0.2526579 5.5006109 NA 3.7551867 10.6403426 10.0147893 9.0008772 1.8376607 8.7270662 9.4209386 10.0739268 8.5100722 9.7892552 8.6900895 5.8965407 10.3366068 9.6956276 6.0340440 7.6873127 4.2526806 10.7957161 10.8040720 -0.3322441 9.2261424 8.0813497 9.7970047 10.2136515 7.2223109 4.3401492 11.2633289 9.4083457 8.6859219 6.5380865 2.4750849 8.7683842 9.0427611 2.4750849 3.5746102 9.4342506 1.4750849 10.0945106 9.0514259 9.5932761 8.6072715 12.0925441 10.3352768 6.9715022 15.2966656 8.6248236 11.5382791 3.9156452 10.2856483 8.3716255 6.9806046 3.6459207 10.0103520 9.9868293 9.0771127 9.9221599 9.4734657 8.3436787 8.3205668 5.7762461 12.8453748 11.0955583 -0.3322441 11.0966053 9.4390296 9.2536232 NA 7.7311167 12.8436610 8.4007369 6.8965407 7.8550740 9.9049317 10.9215692 7.9646378 6.4269440 -1.3324257 8.6970089 2.3681537 -0.3322441 10.2285322 3.3681677 8.0296655 9.4234439 9.4251118 8.5954996 10.2559679 8.9461711 11.4660315 9.5858395 9.7148457 14.0060751 2.6677105 10.0383655 10.7710095 11.0947726 9.1774968 9.8587809 NA -0.3322441 0.2526579 NA 6.6335053 13.1693101 9.9890862 6.1189328 10.1230490 11.5858395 5.0252725 8.3025329 4.7551867 11.0293914 11.1978842 12.3190807 5.1755166 4.8771749 11.2692604 3.7970026 3.8771749 6.6335053 1.4750849 7.2824315 12.6119762 10.9004424 11.8410865 9.4234439 8.2952556 9.3973424 8.0362280 11.3746278 8.7578340 9.4117146 6.7391838 9.8731912 9.2337757 8.0535844 12.1379993 11.0955583 11.6015968 8.6549857 9.5783644 7.5835710 12.3738939 8.7879597 9.3383781 8.9391848 8.9496517 NA 8.6117017 10.0929376 3.4750719 8.4269939 10.3419139 8.3524703 9.9444277 7.6845298 10.5988286 11.6947638 10.6904363 8.8804492 2.3681537 8.4342508 9.9067235 0.2526579 8.5021929 8.4091885 5.5257025 12.2215910 10.5595054 9.8149267 10.8968410 9.1804622 9.8288535 11.1291986 9.3956421 10.7328012 7.0813492 4.3401492 10.8710697 4.4226098 3.1912784 5.6450012 2.8376405 10.2708844 2.1271380 6.9298170 5.2375790 2.6677105 NA -1.3324257 11.2883997 10.9640644 10.8532167 11.0779080 5.4359052 8.4309342 7.2944893 8.6663121 11.1179019 10.5476878 8.9025391 9.8407741 10.6869650 7.3681616 8.9952745 0.2526579 NA 10.6715910 7.5100718 9.4734657 8.3905293 10.1670693 11.5450059 10.7700256 3.0600474 11.1853911 14.1189650 10.6295331 -1.3324257 2.9896477 NA 2.1271380 6.0686020 15.2316181 9.8959392 6.8722932 11.4803002 NA 9.0546618 7.9366615 10.3029864 9.4670033 7.1475021 11.3694614 9.3594652 10.7052686 9.7230042 4.0939826 10.2237487 9.4572553 4.9466373 7.3502249 11.3335017 -0.00271730 0.02357400 0.84652000 -0.01354000 0.85938000 0.00256190 -0.01670400 0.78582000 -0.05549900 0.14503000 0.14503000 0.14503000 0.14503000 -0.03803400 0.00272350 -0.00271730 0.02357400 0.84652000 0.84652000 0.84652000 0.84652000 0.01488800 -0.01354000 0.00471900 0.00471900 -0.01278400 0.00583090 0.00583090 -0.01243800 0.00000000 0.00000000 0.00694350 0.00694350 -0.00526100 0.81064000 -0.00055444 -0.05549900 0.14503000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.796 0.796 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.145 0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.796 0.796 0.786 0.786 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.847 0.847 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.145 0.145 11.3922356 12.3308350 11.2634454 12.9651396 9.1292011 NA 1.2526579 9.8463866 10.8206815 NA 8.5610233 7.3577200 9.2309180 10.5419347 4.9156500 4.2526806 6.9484922 8.1893220 3.3115758 7.8401491 12.2128068 9.2916031 0.2526579 9.1271532 9.6633263 10.1049536 6.4226098 13.3882332 9.6641952 9.0643265 12.4229191 5.5984605 7.9061264 9.3594652 9.9646379 10.3664264 8.8649386 10.3427966 9.1903032 -1.3324257 10.7941036 9.1625774 8.7378426 10.3768055 2.5746102 10.4718527 8.9565879 6.4226098 3.1271545 9.3178759 6.5194711 12.7173150 11.1888314 9.4871024 13.2443242 12.8582409 6.8326280 9.1922635 9.8661668 4.6219171 10.5342280 9.8989429 4.0600387 6.5925348 14.2823741 7.0384087 7.4847053 2.9896477 NA 9.5092861 7.9783347 13.4048106 9.1824358 14.0060751 9.2261424 8.3836836 5.6437408 11.6976991 9.1535510 12.5875161 12.3190807 12.3713009 12.0679341 10.0976515 0.6677559 10.0818784 10.2356778 10.0036703 9.2088184 8.0535844 7.1873580 9.9097049 13.0901807 7.6900895 11.3252635 5.2526844 6.3681607 8.3436787 13.2555643 11.2540924 12.2960533 8.2280543 -0.3322441 -1.3324257 9.5014025 12.5956848 10.7599239 7.0075723 10.7624592 11.501205 12.354660 9.895338 11.838586 4.025277 11.790873 8.425945 3.989648 9.420102 11.421126 6.034044 10.542703 12.612610 8.705269 11.087419 10.206881 1.667710 14.838507 6.133777 6.807272 7.457809 6.462137 8.640702 9.891723 9.078131 8.291603 2.667710 9.919796 9.717570 8.187358 10.712116 9.911491 11.740357 11.582481 2.837641 10.535000 4.755187 12.377913 8.131246 6.842647 9.423444 9.548775 12.371409 1.475085 9.601412 2.755187 10.092938 11.268564 10.451129 12.221591 10.941809 8.185391 10.732801 11.177002 10.672293 9.542703 9.709381 10.860323 -1.332426 -1.332426 NA 8.633506 10.734514 8.187358 -1.332426 9.054662 8.545773 11.036228 TCGA-DW-7837 43 0 NA 1142 kidney stage i t1b nx mx 23-10-2014 male 2007 NA NA 90 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.7212563 4.7735902 10.4460155 6.2794806 10.1610906 10.0070180 2.5891642 10.5978488 8.2615910 9.7014865 10.7375266 7.4011970 5.3965192 11.1030474 8.2794810 7.7590906 3.5220557 0.1297446 9.1590211 8.5559986 4.7146961 7.3244911 9.9400405 0.1297446 10.0962393 8.1850161 5.9110947 8.9160036 10.1084443 10.4283694 7.2065495 15.6343047 7.9531011 11.1833204 3.9370901 9.6414866 8.2408695 4.9110923 2.9100418 9.3525288 9.8700629 9.1325488 9.6295797 9.8912852 9.0290909 8.7128165 5.9370878 12.5440228 10.8946055 -0.8703873 11.1566032 9.7895336 7.7481197 NA 5.1070141 12.4484180 8.4584087 9.8414010 8.1041484 9.2290817 10.5225880 8.0184773 9.7073798 NA 9.4312301 1.9370807 NA 10.9614370 3.5220557 7.9338647 9.7240585 9.9362836 8.1548733 9.7645450 9.5747489 11.8491506 9.1141523 9.6295797 14.0268231 4.6532951 10.8765212 11.0619487 10.6881547 8.4266501 10.1084443 3.2171997 2.2996550 0.1297446 0.1297446 7.9403054 13.7023749 11.9636123 13.2506198 9.9233373 10.4801207 3.5891642 8.1381627 5.5047729 11.1686529 10.4695839 11.8338537 7.2896049 8.1576400 10.6518250 6.6688921 2.2996550 5.7146961 1.4516463 9.5643622 13.2469712 9.8362300 11.2052131 9.1240874 7.0663723 9.6601403 7.7296466 10.0254909 12.7484635 9.1041484 9.2782106 10.0976735 11.0991205 8.5004213 11.7430630 10.5544251 11.9267874 9.3501122 9.1479342 6.6045755 12.3353745 9.0751777 9.9306339 9.0515749 5.7296479 1.1297446 7.2330214 10.3717171 4.3199502 9.5224056 11.1758348 8.5134382 10.7919572 8.7807855 10.0678433 11.4400627 10.5819752 9.5712257 3.6533008 7.6255890 9.9634147 NA 10.3083988 8.5433617 6.2692857 12.1787316 11.1958231 9.7389127 10.3800323 9.3847626 9.7024342 10.6792442 9.0306007 10.7481195 7.8439794 0.1297446 10.7453636 5.3776617 2.2996550 7.5433621 3.4516595 10.7600011 1.7147071 7.7146961 5.5726775 3.9877120 0.1297446 -0.8703873 11.3034111 10.7981758 10.9147777 10.9740474 8.3561460 8.8091787 6.9412695 7.8912849 11.0123770 10.5896777 9.1672809 10.2211694 10.8728853 6.7071631 9.3207931 0.1297446 NA 9.8904538 7.5601868 9.3918287 8.6995895 9.9346716 11.3832860 10.8657129 0.7146632 10.9447169 13.8848301 10.1924547 1.4516463 1.9370807 NA 1.9370807 6.2996586 14.0352620 9.6611154 7.4960564 11.2128808 NA 8.6454336 9.1480037 9.9877149 9.7090499 7.7807858 11.4448835 9.6483871 10.5912134 9.5591407 4.1297364 8.9939200 8.8627492 4.4872870 6.6834789 11.0733476 -0.00350650 0.00694350 0.12167000 -0.00475260 0.68328000 0.00471900 -0.00401620 0.65498000 -0.03749000 0.09086500 0.09086500 0.09086500 0.09323400 -0.00350650 -0.00350650 -0.00235530 0.00694350 0.12167000 0.12167000 0.12167000 0.12167000 -0.00083160 0.01195800 -0.00664320 -0.00664320 0.00471900 0.00221930 0.00221930 -0.00401620 -0.00069303 -0.00069303 0.00430210 0.00430210 0.00000000 -0.00290910 0.00750000 -0.03749000 0.09086500 0.000 0.000 0.000 0.000 0.655 0.655 0.000 0.000 0.000 0.000 0.000 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.683 0.683 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.655 0.655 0.000 0.000 0.000 0.000 0.000 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.683 0.683 0.000 0.000 0.000 0.000 0.000 0.000 12.032863 11.945718 10.755443 14.095834 9.485085 NA 2.937081 9.547587 9.792037 NA 7.560187 7.953101 9.275666 13.811302 7.509112 7.405858 6.987715 8.341622 6.496056 8.187726 13.679579 10.165220 2.714707 9.378847 10.651482 10.282652 6.621587 12.345267 10.189754 8.941911 12.041118 5.487287 7.714696 8.003178 7.714696 9.961833 9.3847626 10.1652204 8.8542479 -0.8703873 10.5370017 8.6746983 9.4300864 10.6991148 1.7147071 10.0321091 9.4460155 7.0897354 4.7444464 9.5871148 6.0245524 13.2143763 11.3309389 9.6054673 13.7142267 12.5717703 6.7071631 7.8678261 9.6185782 9.5953004 10.3735029 9.2984061 5.1958240 5.7590892 13.5622106 5.1521023 9.9338650 2.4516727 -0.8703873 10.1247944 8.2011962 13.1526218 8.8559520 14.0268231 9.0853838 8.8491226 5.7175503 11.7693007 9.6795186 13.0940748 11.8338537 12.1392127 12.3534340 10.3894772 2.2996550 10.2971521 10.1191284 11.3585526 9.0969602 8.5004213 7.6650090 9.8021593 13.0025050 9.7128167 11.7465125 5.7444437 5.3776617 8.2251308 13.1037155 11.1829811 12.3169313 9.3585525 0.1297446 NA 9.6552547 12.6589204 11.2227586 7.5891657 10.9853811 11.2999720 12.5146525 9.8970908 10.3651499 6.2896058 10.9032853 10.9499129 5.8846223 9.7221909 10.2699246 4.7735902 9.0290909 12.1428751 9.5993758 11.3767714 10.3663461 3.0366264 15.3723312 6.0342179 5.8162336 8.1848808 8.0396270 8.1768578 9.9507106 9.0031780 8.5932581 6.3871212 10.4000293 9.8576543 8.8678261 10.5845473 10.7142267 10.8179842 11.4781854 2.9370807 10.5295459 4.9626231 12.1496460 8.5496942 7.0366242 9.1240874 9.3511641 12.7603423 4.2996623 9.1451491 3.2171997 10.3717171 10.7291819 10.6345529 12.1787316 11.4426169 8.9354777 10.7481195 10.5380637 10.7161046 7.3343055 9.4572865 9.7986189 2.2996550 0.7146632 NA 9.3108863 10.7630879 9.2807504 NA 8.6454336 8.0456133 10.5901898 TCGA-DW-7838 66 0 NA 744 kidney stage i t1b nx mx 23-10-2014 male 2009 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.37.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.8916525 9.8098435 11.9726084 11.1108114 7.9978422 16.2336480 8.0571080 10.9195488 4.7440857 9.5538166 7.4665513 7.3691759 3.1147168 7.9408862 9.5145081 9.3207008 9.0094303 10.0357346 8.9469253 9.5734669 6.3510753 13.6055066 11.1113492 2.3066705 11.3132402 10.7518918 7.8171148 NA 7.2530996 12.5255462 7.0704462 9.2403709 8.7702047 9.6846138 10.5242341 8.4099683 8.3494887 NA 8.8866248 -0.2782336 NA 10.2428274 2.5290713 7.5982349 9.6561458 9.0481473 8.2530991 10.0531946 9.1667328 11.6733796 8.8978908 9.3197703 13.9887971 2.6286103 9.8814253 10.9508370 10.7851129 8.7578913 10.2160735 -0.2782336 1.0436245 -1.2782336 1.0436245 6.0526354 13.3006801 10.2413541 11.9976968 9.8432514 10.8138142 5.0436463 7.7132394 4.8714642 11.0874935 10.8809584 12.1663044 7.5063528 10.3113689 10.5632822 6.6875017 4.2135728 4.1140338 -1.2782336 9.7146561 13.3384390 9.0413900 9.8953950 9.5161338 7.2374174 9.6405810 7.4665513 9.2798993 9.3151090 8.8078540 7.3253441 9.7190807 11.1305783 8.4308017 11.7608082 11.7674775 11.2265368 9.3976748 9.0163386 6.0780376 12.4499572 9.2175729 9.0956705 9.7585783 6.2915741 -1.2782336 6.9601224 10.1406245 0.8024000 7.9149723 11.1427307 8.3799293 11.1083887 9.0082757 9.8315484 12.0997417 11.0351678 8.4787243 3.2452827 7.6524549 10.3304347 -1.2782336 10.5354991 6.3510753 7.2215639 12.3489097 10.7029283 9.2472387 11.0232140 10.0902243 9.7925097 10.7076664 9.2530994 10.7118218 9.5506477 2.6286103 9.5226176 3.8916428 5.8490410 7.5096206 4.0436420 10.8841091 0.7216789 9.5546078 5.9248220 4.1140338 NA 2.0436595 11.0534745 10.5534209 10.5018474 10.9241478 9.0604541 9.1743914 6.5549878 8.5561887 11.1143036 10.2511484 9.3391853 9.9336061 11.1209958 3.0436420 8.2991466 0.7216789 NA 10.2896739 8.7061361 9.5354990 8.3327428 9.6882232 13.7702047 12.7903282 1.3066705 9.9469253 13.3983912 10.3547130 -1.2782336 3.8916428 -0.2782336 2.9696386 6.4082176 13.9747158 9.0924051 7.7018574 11.7691826 NA 9.4948570 8.8014025 10.1984641 9.2858673 7.1183223 11.7280439 9.7188972 11.6882233 8.9177050 3.6286103 9.6066515 9.2934705 4.3387809 7.1537172 10.5403000 0.00000000 0.00398960 0.30889000 0.31980000 0.31177000 -0.00249380 -0.00277070 0.30809000 -0.00304750 0.07685400 0.07685400 0.07685400 0.07685400 -0.00218470 0.00000000 0.00000000 0.00972760 0.31354000 0.31354000 0.31354000 0.30467000 -0.00152430 0.31980000 -0.00539920 -0.00539920 -0.00249380 -0.00575030 -0.00575030 -0.00277070 0.00083195 0.00083195 -0.00659480 -0.00166290 -0.00406040 0.31225000 -0.00484610 -0.00304750 0.07685400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.312 0.308 0.308 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.320 0.320 0.000 0.000 0.316 0.316 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.312 0.312 0.308 0.308 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.309 0.309 0.000 0.000 0.320 0.320 0.000 0.000 0.316 0.316 0.000 0.000 0.000 0.000 0.000 0.000 12.1486377 11.8065262 10.7478954 13.8265622 9.2743870 NA 0.3067289 9.0913150 10.5882317 NA 10.3090265 7.6165356 8.8841091 14.8927578 7.5096206 7.9743830 7.0391307 8.2763068 7.8432515 7.7931799 13.0623329 9.3736665 4.7440857 9.1780722 10.4960931 10.7790327 6.9408867 11.8905466 10.8856819 7.5193791 11.8921046 4.2135728 7.6875024 8.3976751 8.3104324 10.8825347 10.356983 9.914627 8.720308 NA 11.118055 8.105422 9.034601 10.089678 2.043659 10.401198 9.328123 6.291574 5.365574 9.626352 6.429077 13.661022 10.809844 9.351985 13.660654 12.718456 6.880176 8.887881 10.444952 10.252124 9.943305 11.159210 6.585904 6.372769 13.940735 3.579699 9.388829 3.365581 NA 10.433815 8.564068 13.325808 8.637597 13.988797 8.968458 8.819750 5.564320 12.877959 11.760980 14.185785 12.166304 12.435641 13.181854 10.394585 1.306671 9.843251 10.055432 10.936644 8.723126 8.430802 7.376354 9.684614 13.263540 10.675914 11.204778 6.351075 4.911543 6.469910 13.207418 11.574637 12.442603 8.077686 NA -1.278234 10.263298 12.855181 10.330781 6.886625 10.613122 11.3619627 12.4416413 10.0311942 10.9028701 6.2839607 10.4894884 12.0873568 4.2135728 9.5577681 11.1630384 4.9696432 8.9743833 13.0936244 9.4256215 10.8938328 10.2309980 2.0436595 14.4680747 4.7529359 6.7104028 7.7206465 8.1688010 8.5951620 10.1801245 9.5266555 8.4445254 7.6375972 10.8348088 10.3826051 9.3897163 10.2618459 10.2200685 11.1693177 11.0331823 2.4221523 11.3439985 4.6524578 11.6683189 8.9028701 7.7047115 9.5161338 9.5402600 12.5529261 5.0792714 9.9366440 1.3066705 10.1406245 11.1181861 10.4121523 12.3489097 11.2450347 8.8866248 10.7118218 10.6127420 10.3911875 8.2763068 9.1479825 9.3391853 2.9696386 0.3067289 NA 10.9130855 10.2229728 8.0163386 -0.2782336 9.4948570 8.8432512 10.7089819 TCGA-DW-7839 58 0 NA 419 kidney stage i t1b nx mx 23-10-2014 female 2010 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.37.0 NA NA 2 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.4640401 11.5926267 11.0296372 13.0449894 10.8427982 10.6358161 5.8201841 11.4453244 7.2261761 2.8518989 9.9676714 13.2020065 1.3283195 9.2094446 11.9946524 8.7503955 11.5184640 10.1878655 4.5377868 15.7331313 5.7970778 6.8479669 7.5499179 4.6858841 8.7836580 10.1280171 9.2708452 8.8883003 2.4982509 8.5193898 9.2501717 10.0309363 10.4904073 10.0477195 11.6150329 11.9854258 2.7206506 9.7702374 2.1356990 13.2133240 8.4459737 8.3367591 9.4111451 9.3378304 13.2729513 -1.6716231 8.4793474 -0.6716231 10.1612207 10.8574513 10.6105504 12.8594685 10.6392275 9.6831311 11.0207282 10.5933597 11.1797480 9.5218560 9.4511588 10.2759677 NA 1.1541295 NA 7.3890264 10.4605476 9.1792988 -1.6716231 9.1219342 8.4589012 10.7650422 TCGA-DW-7840 60 0 NA 114 kidney stage i t1b nx mx 23-10-2014 male 2011 NA NA 100 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.61667822 12.85366061 11.48178758 NA 11.39524605 8.65757213 6.61667969 NA 6.42841210 12.28729812 8.95842308 9.05502913 7.47148176 9.82447272 10.93515024 7.60512241 9.44683125 2.64706118 8.50710563 1.38399453 NA 10.03291563 3.45441281 8.99578128 10.35268560 10.04793258 8.63951943 11.35009160 9.28970654 11.70015774 9.86137231 10.36187109 14.46380355 3.06208716 11.28473470 11.31534727 11.16373816 9.42074197 10.06138604 1.64703815 4.48835433 1.86943715 0.64708421 8.10374992 13.34097568 11.35556236 11.22511131 10.24944273 10.95766595 2.23201600 8.61283754 5.52152192 10.70864939 11.85954958 11.40583163 6.71314178 7.97498008 10.50244080 5.89498021 4.27154520 3.70594474 -0.93787829 9.37042979 12.61427946 10.27823025 11.68734292 9.21183793 4.70594474 9.41413405 7.31475633 11.20284701 11.13288249 9.43821611 9.80355770 9.72815487 9.97348270 6.96295730 11.24789530 11.13790410 12.26681464 8.73628286 9.45921971 6.86918789 12.25884648 8.66200357 9.24075556 8.91383965 7.20164170 NA 7.99282790 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10.508140 12.976195 8.765994 NA 3.816979 10.337633 10.469528 1.062122 8.479943 8.204198 9.089997 14.712245 8.133553 7.541871 6.647053 7.772897 7.237017 7.458695 12.861069 10.166034 1.647038 10.003138 9.503655 9.559943 6.310018 13.999878 9.821147 8.261763 12.462833 6.319479 7.286092 8.691447 7.445795 9.667570 8.9169591 9.8027147 9.9099310 NA 10.2022814 8.7625305 8.6526776 10.1058015 3.8694470 10.6909919 8.8548808 7.5256148 4.7625295 8.6012497 4.8949826 12.7075240 11.2348307 9.0450842 13.6804762 12.0956858 6.1913731 9.1295252 9.5469136 6.9012941 10.8778742 10.0038719 3.9689847 5.5378241 13.4882899 6.0393709 10.9723586 2.5215282 NA 9.7095491 6.4371295 13.0408905 9.4360433 14.4638035 8.7763363 8.3862712 5.8518190 11.8601574 9.0955136 12.5148467 11.4058316 12.0470431 12.2214890 10.0507754 NA 11.1163559 10.3469148 10.2776237 8.6432913 6.9629573 7.3795031 10.1064848 12.6658329 8.9508341 10.7603613 5.9324557 7.3658718 8.8613723 13.2223214 11.4920204 12.1343908 9.4693585 -0.9378783 0.6470842 8.3052647 12.1905684 10.8661491 6.9987292 10.1555083 11.7140393 12.0513078 9.8442698 11.4767759 6.5619371 10.1568283 8.8918135 5.3288759 9.3896434 11.4181492 4.5856536 8.5559461 11.8532373 9.2029204 10.7586236 9.7814796 2.5215282 14.8109911 7.2532982 6.8302756 7.1834170 7.8136350 8.7984925 9.5245930 8.8491771 8.6675704 6.4967196 10.1764837 8.5174178 8.2370163 11.6248101 10.4097121 10.7819073 11.4804704 4.1064823 10.4146860 2.7625402 12.7577562 7.7590579 6.5378241 9.2118379 10.0844377 12.3880988 1.0621217 9.2181738 1.8694372 10.1920176 10.7014314 9.7581889 11.9069926 10.4709511 7.9012947 10.3885202 11.2099316 9.5499308 8.8565065 10.4956762 10.7972235 1.0621217 1.3839945 NA 8.4393011 11.7903577 8.3004953 -0.9378783 8.3288773 8.1810320 10.8730639 TCGA-DW-7841 61 0 NA 445 kidney stage i t1b nx mx 23-10-2014 male 2010 NA NA 90 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 194.37.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2323492 7.8364323 -1.3853373 6.4913625 12.1624626 8.8120618 10.0125198 7.3222040 9.4736033 10.8236891 7.9277282 8.9220914 NA 9.5529543 -0.3851488 NA 10.3953848 2.4222061 8.7062805 9.7357310 10.0525971 8.5529545 10.1770875 9.2775134 11.9807082 9.2577994 10.4116959 13.4665454 2.7847762 11.3713305 11.1046931 10.8710538 9.7174770 10.4599430 NA 3.0071596 1.7847552 0.6148512 8.6551350 13.9118330 10.6187143 11.3219885 10.2982784 11.0226440 3.4222061 8.5411412 5.5921251 10.8433632 11.2634274 11.2485647 9.2063675 8.0242360 11.1646298 2.3152764 1.1998137 9.7601404 -0.3851488 9.9657843 13.9447465 9.4205889 11.8154373 8.9657843 4.1067001 10.1241253 8.0452977 10.0650975 10.9468816 7.7233695 6.2221747 10.0253442 10.4786443 7.6288654 10.9795269 10.8337110 12.4947155 9.5418822 9.6074082 4.7763304 12.5155233 9.0252966 9.4374159 8.5949848 6.9767886 -0.3851488 7.4125063 10.2890373 1.9667627 9.2201023 10.6045944 8.3945643 10.6667338 9.0050139 10.0855039 11.3933330 9.9299947 9.9978041 4.8242994 8.4634680 9.7095826 NA 9.5878249 8.0804114 5.7543958 12.4985385 11.5365001 9.1423220 10.3896322 9.4790312 9.0557144 10.9813777 9.3030953 10.6368661 7.3994796 1.1998137 10.9860772 6.2221747 1.2633349 7.0536370 2.3152764 10.0976531 2.4222061 9.1818504 6.6955025 5.8909695 -0.3851488 -1.3853373 11.7209173 10.9668885 10.5999755 12.0386176 7.6619690 9.0252434 6.4241948 7.5396575 11.3011268 10.4485258 8.5646720 9.7266329 11.7924204 8.2073023 9.8868917 0.1997509 -0.3851488 10.0880435 6.5863880 9.3596789 9.2623035 10.2058999 10.2663454 11.2182396 1.1998137 10.7766068 13.0060887 10.3784725 2.3152764 2.4222061 0.6148512 3.2586998 6.5863880 14.1122604 10.6031747 6.9898849 10.8909695 -0.3851488 8.8059044 9.5972256 10.4544426 9.6253731 7.9163411 11.3421274 9.7607773 10.4704922 9.4591586 5.2586998 9.0844869 9.1865979 4.8503794 6.9496995 11.6689406 -0.01261800 0.00875280 0.00680440 0.00000000 0.57992000 -0.00387790 -0.01161100 0.53204000 -0.05509500 0.10389000 0.10160000 0.10160000 0.10160000 -0.01261800 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3.3152909 9.4019314 9.8061141 9.6330453 7.3962049 12.5821614 9.8406550 8.6063671 12.2412318 6.5806294 7.6316536 8.6969943 8.8181933 9.6091985 9.341915 10.028473 9.526237 NA 10.098661 8.236897 8.592125 10.320909 4.106700 9.773455 9.655135 6.932257 6.653764 8.988798 5.315284 12.784535 11.180185 9.395385 14.243462 12.700069 7.082450 8.606367 9.886308 8.104693 10.444568 9.724023 7.142323 5.447735 13.626859 4.680932 10.609199 2.199814 NA 9.486750 7.225870 12.665714 10.003939 13.466545 8.849662 7.923184 6.278901 10.711231 9.666054 11.971710 11.248565 11.525863 12.358417 10.522862 4.723367 10.798170 10.118671 10.696994 8.729889 7.628865 7.762050 9.885724 12.268922 11.241923 11.379717 6.376396 6.998550 7.974595 13.809176 10.986077 12.816127 9.118671 -1.385337 -1.385337 9.210103 12.723370 11.413900 6.843664 10.542623 11.647407 11.913194 10.584232 10.597839 8.329090 10.745737 11.201216 6.106698 9.582071 10.576584 4.744129 8.530724 11.970174 9.108701 11.414936 10.405194 3.422206 14.741711 6.967595 7.315285 7.889783 9.218471 7.479032 9.517220 8.760777 8.687648 6.308332 10.232772 10.176610 8.939026 11.088297 10.688987 10.208236 11.441195 5.024235 10.767130 2.422206 12.584182 7.744128 7.214758 8.965784 9.659294 12.303095 5.229553 8.931127 2.199814 10.289037 10.662991 10.418169 12.498538 11.024501 8.607783 10.636866 10.946602 10.489642 7.855637 10.035858 10.275287 1.614851 2.784776 NA 10.695330 11.669085 8.659239 2.074266 8.805904 8.399480 10.803434 TCGA-DW-7842 52 0 NA 92 kidney stage i t1a nx mx 23-10-2014 male 2011 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 194.37.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-1.7283353 4.4808790 -1.7283353 4.6289777 10.9942339 9.9596767 8.9552983 3.8260196 8.6322733 9.5683426 10.0154192 8.7029241 10.2529937 8.7989033 5.1540687 10.0183606 10.6599819 6.0396100 6.7712729 1.5933538 9.6218131 10.6945423 0.8563882 9.6497213 8.1858116 9.4667986 10.6226417 8.2826539 6.6594437 11.0649037 8.9465013 8.1540692 7.1294077 4.1540728 9.7532258 9.3199132 4.4808790 3.1783163 9.2861444 -1.7283353 10.5516172 10.5891216 9.8231347 10.9473305 12.3020935 9.3851685 8.2168700 15.0409285 8.6529693 10.6567496 5.1043157 10.2927535 8.4096981 2.5933538 3.9793394 10.2426107 9.8348468 8.4500911 9.8699442 10.1479434 7.9438516 8.3442289 7.2372109 12.5665496 10.9594581 -1.7283353 11.7117765 9.3531029 8.5169792 -1.7283353 6.7949889 12.6207076 8.4058528 9.0674661 8.2586904 9.7380127 11.3316157 9.0939972 6.4902556 0.5934016 9.2579797 NA NA 10.2058544 2.7308573 8.9787857 9.4141717 9.6196012 8.8497991 9.4667986 9.0739428 11.3918943 9.5774881 10.2689588 15.1059715 0.8563882 11.4021530 11.6615953 10.5571176 9.1745550 10.7580100 2.9152914 4.3799536 -0.7285743 -0.7285743 7.4413515 12.7078777 10.7275241 7.3185500 8.7060546 10.1490939 4.1540728 8.3158207 4.1294067 11.9561750 9.8479108 11.6534384 5.6723065 5.0263132 10.3290797 4.5752095 3.7632841 8.1106300 1.2714257 8.5899690 13.0292851 10.4278255 12.1955894 9.6322735 7.3981306 10.0884100 7.5797655 11.1360924 8.5820392 9.2777526 4.6112786 10.3029898 9.5689158 8.9233750 12.8350994 10.9392032 11.4333455 9.4698715 8.9420825 8.7235442 11.3462369 8.8431789 10.1118109 9.0939972 7.4930132 -0.1435321 9.8943934 10.5110249 -0.1245345 8.3434784 10.7117765 9.3233151 10.9128008 9.2529937 10.5226129 11.4013534 10.0449778 9.2164752 3.8861404 8.5614453 10.3069128 0.2714257 8.5956070 9.2400932 7.4186310 12.2817797 10.5874250 9.2896265 10.4369615 9.6470090 9.8436529 10.8563138 8.6157223 11.0402310 9.0932005 3.1783163 11.0989676 3.8563882 4.7918505 5.6551314 3.8554914 10.7675312 2.7949980 6.9925260 6.2993326 3.9438557 NA -0.7285743 11.9121232 10.7504487 11.2177844 11.5634604 6.8824511 10.1834961 6.8097707 9.9053298 10.5998208 11.2793297 9.1578850 9.9644776 12.0352612 3.8563882 8.4275094 0.8563882 -1.7283353 10.4322432 7.8934781 8.6786941 8.2501368 9.8154249 10.6432030 9.2679000 3.1294149 12.0328737 13.1610254 10.2168702 -1.7283353 3.5832182 NA 1.5933538 8.2328761 16.0251459 10.0112070 8.8240763 11.5881322 -0.1435321 9.2833526 8.7713023 9.7096985 9.8497991 7.1692716 11.9290798 10.3045052 10.2533504 10.3845174 3.8861404 10.9155080 9.0987690 5.7953799 6.6648170 10.4790509 -0.00387790 0.00221930 0.00305220 -0.00041585 0.72123000 0.00194180 -0.00332430 0.65756000 -0.03749000 0.04528200 0.04528200 0.04528200 0.10994000 -0.00387790 -0.00387790 -0.00387790 0.00221930 0.00305220 0.00305220 0.00305220 0.00305220 0.00221930 -0.00041585 -0.00124730 -0.00124730 0.00194180 0.00388540 0.00388540 -0.00332430 0.00000000 0.00000000 0.00041593 0.00041593 -0.00968060 -0.01487800 0.00416320 -0.03749000 0.04528200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 11.9937003 13.1512968 10.7425936 13.1733775 10.2080643 NA 0.2714257 9.8350993 10.0813793 0.8563882 8.7236678 8.0112071 9.4369615 10.3338099 3.7308573 5.5475516 7.2429702 8.3103456 4.9718654 8.4649516 13.6574910 9.6987392 -1.7283353 9.1184838 10.1730476 10.3117161 7.2714266 12.7426571 10.5390909 9.2826536 11.9276155 5.0128949 7.3981306 8.2784536 11.0112070 10.2608209 9.8154249 10.5717790 8.9197840 -1.7283353 10.0864093 9.5712067 8.5428895 11.5703481 4.5382153 10.5154929 8.6691012 5.6892796 1.8563882 9.8861363 7.1722935 13.4599380 9.8842949 10.0006223 14.0629963 12.8377023 7.6871685 8.7572557 10.1266842 4.4612535 10.7254686 9.7627785 2.5193658 5.4109787 13.9046487 5.6023440 9.6399329 -0.1435321 -1.7283353 9.1394772 8.9544208 13.0302742 10.0650297 15.1059715 9.2805553 9.8076735 5.9392477 12.6287722 8.0803907 13.5299556 11.6534384 13.6355953 11.9051028 10.9982832 0.5934016 10.4045686 10.8704093 10.9340948 9.4306671 8.9233750 7.9367622 9.7364826 13.0968324 7.7308580 11.8635318 7.2197939 6.3955478 9.3681415 13.0691705 10.7964578 12.8799700 7.6658894 NA NA 9.4581597 12.3948203 11.8772497 7.8067017 11.4245034 11.3656691 13.3554043 10.8122809 11.0162602 4.9856735 11.9618610 8.6432029 4.1294067 9.9925256 12.8120461 6.0396100 10.7057940 12.3580213 8.7702757 11.4678749 10.4723250 3.0263220 15.4363922 6.8790894 6.9402760 7.9086670 6.0329780 9.1555970 9.8989603 9.3292490 9.1473138 3.2256297 10.9738156 10.1015454 10.5399684 10.4447912 9.2335995 11.6150285 12.4064943 3.0263220 10.2996778 3.3588885 13.3339271 9.5056450 7.3428889 9.6322735 9.4707429 12.5650417 NA 9.2515660 0.5934016 10.5110249 10.9787855 11.0642167 12.2817797 10.7986590 10.1902897 11.0402310 10.4759975 11.0928815 10.5729226 9.9278513 10.6276032 NA 0.4604805 NA 8.5625969 10.6972743 9.7993920 NA 9.2833526 8.3864700 11.2595785 TCGA-DW-7963 43 0 NA 1240 kidney stage i t1b n0 mx 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes 3.5 1984 black or african american not hispanic or latino 299.44.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.4402147 7.9336505 8.2930522 9.5097481 9.9405995 10.0430358 8.8765928 6.0871488 12.6051395 9.6786535 7.3745666 11.7935028 9.9070950 9.0027560 11.8922764 1.3057955 9.6015572 3.6633446 12.9400322 9.0615105 9.6333411 10.6004091 9.8777306 12.4398136 0.8907191 10.8466430 2.3932514 10.9579612 10.7127906 10.8227196 12.1503961 11.1002042 9.6991789 10.4760264 11.2139933 10.9338556 7.4906640 10.4647136 10.2339366 -0.1092031 0.8907191 0.8907191 8.5865591 13.7480208 9.5213213 0.6277002 8.7362409 8.1914847 10.3257265 TCGA-DZ-6132 69 0 NA 2460 kidney stage i t1a nx mx 19-3-2015 male 2003 NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 162.50.0 NA NA 1 3 4 2 2 2 3 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.04332885 10.76940613 4.04463018 14.02564829 3.04462144 4.64797065 NA 5.00240099 10.32111229 9.78920513 8.35261906 4.64797065 8.79333897 9.77986050 9.20605269 12.57983055 10.19007232 9.69623365 6.00952633 6.03069141 10.43661702 6.17708063 13.11583446 9.73758064 9.43562568 10.32896467 5.95890066 13.01202251 9.15395831 11.21474762 10.40387270 7.65933949 7.41296862 10.38270810 9.00150869 8.15636779 6.37761313 1.92914713 10.53339710 9.32290068 4.09907634 9.27566639 10.30744765 4.66612030 9.26900275 10.14953108 8.01130162 10.40082459 12.97559469 10.71160503 8.94596112 15.14438237 8.57900775 9.00774829 4.15154226 10.10366234 7.49900872 8.06015225 2.56839699 6.57300938 9.37347748 8.93290478 9.92350621 9.24203581 8.78090191 9.05929416 7.12226789 12.87416976 11.21474762 4.57301090 11.83027105 10.15582182 7.63420917 -1.65562597 8.99344652 11.51661774 8.14670664 10.72112953 7.42367481 9.84950566 11.25314570 8.73005264 7.32430118 2.25108280 9.56517312 2.59211015 NA 9.97126806 3.43164970 8.99164854 9.75676012 9.65650602 8.83504106 11.02520900 9.62785741 12.21857516 9.52658453 10.15757065 14.03096432 1.80364036 11.69317146 11.20411320 10.04636296 6.94410294 10.74613638 -1.65562597 0.92918501 0.66612030 0.34414675 7.14832099 13.43326826 8.72789459 8.89204883 9.31788763 10.51474127 6.67510739 7.39675803 6.62031515 11.19496309 11.37967668 11.98784804 7.87166749 10.59330372 11.07889985 4.68403884 7.12882540 5.17708063 0.34414675 9.52036331 13.92586160 10.16197331 10.21108279 10.00374024 5.58259514 9.28450395 7.36099892 9.48092508 3.38858908 8.47989947 6.37209542 9.71421821 9.21609541 8.90356737 11.63852379 12.00797070 11.48916708 10.51849177 9.00863759 6.36489280 11.75212182 9.25032921 9.16914909 8.68737603 7.16755764 0.34414675 9.21532550 11.08186014 1.57990421 7.96426346 10.55394823 7.58736424 11.26603121 9.56032978 9.99209838 11.81421353 10.24430234 8.95466133 5.60157767 9.01484650 10.37795739 -1.65562597 9.57300900 7.56335875 7.46572393 12.16546599 11.36898361 8.80054468 10.51536701 9.07889985 8.55729444 11.26085351 9.02014741 10.74879966 8.41027962 5.85198385 10.81764236 7.28082829 2.98804840 7.22683314 2.43164970 10.46377989 -0.07081499 10.65933984 6.21954028 5.91404542 NA -0.07081499 11.83929576 10.69070395 10.83854584 10.96807174 7.71487742 9.74121230 6.91726943 8.94037997 10.75781817 10.67005780 9.11320144 9.63938521 12.18604938 4.59211613 9.49203122 -1.65562597 NA 10.44649404 8.23900797 8.79437038 8.50909723 10.31429615 14.15330520 11.71814291 2.86775812 10.28487094 14.11511218 10.28119621 1.51409700 6.65189266 1.80364036 2.66612030 7.72356880 14.01362899 9.21224102 8.79437038 11.45874597 NA 9.53463224 9.49191040 10.13698048 9.09154408 7.83604341 11.61900517 10.48597810 10.51192201 9.72793781 6.81992360 9.95936011 9.35051625 5.13886770 7.17213644 10.50909713 0.00215240 0.00312410 0.17009000 -0.00283740 0.37290000 -0.00159110 -0.00933310 0.15539000 -0.01443200 0.03859000 0.03859000 0.03859000 0.04578100 0.00215240 0.00215240 -0.00605580 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9.7407950 10.2344545 8.5814002 13.2091502 10.7313998 7.6593395 12.1645627 5.5141159 7.1090617 7.6433981 9.1024135 10.5618451 9.984887 10.360302 8.999721 NA 10.550899 8.979001 8.488848 10.947121 4.973547 10.741865 9.104078 6.774643 5.366557 9.709419 5.867753 13.822897 9.958900 9.878979 12.955330 12.236865 7.620128 10.299840 10.096571 11.263612 10.358211 10.572708 6.030691 5.980816 13.006803 4.944104 6.944103 3.251083 NA 10.768357 9.005968 12.851056 8.698440 14.030964 9.093222 9.242792 5.119506 8.342781 10.175498 11.321828 11.987848 12.960682 12.349376 11.049175 1.151534 10.728974 10.490122 11.566532 9.065290 8.903567 7.659339 10.097407 12.883107 11.517867 11.463615 5.226832 6.753582 7.914046 13.314113 10.840794 12.197792 7.955363 NA -1.655626 10.346302 12.714128 11.382243 6.891085 10.670901 11.4190007 12.5209867 10.7923066 11.0433289 7.3099747 11.0276235 11.4882111 5.4102800 10.5024844 11.5258674 6.1770806 8.1563678 12.6483911 8.8066927 11.7173273 10.0130753 2.2510828 13.5494108 6.6703957 7.4075856 7.3089069 9.6739865 9.2060527 9.4971087 7.7641504 9.0635790 9.8958985 10.7031161 9.7386530 9.6912579 10.8347904 9.9107201 10.9522140 10.8102667 2.5921102 10.5068962 5.2983871 12.7585471 9.3505163 7.3012922 10.0037402 9.9462721 13.2011020 5.5340149 9.3913141 2.6661203 11.0818601 10.9220911 10.9492067 12.1654660 10.6153614 8.8755718 10.7487997 10.7075037 10.5636946 9.5370994 10.0860785 10.4891671 1.9291471 NA -0.6558533 10.4491166 10.7780156 8.9934465 0.3441467 9.5346322 7.9826263 11.4013359 TCGA-DZ-6133 66 1 1557 NA kidney stage i t1a nx mx 19-3-2015 female 2004 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.50.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.6609885 5.9440783 8.4825434 2.1999079 4.5644879 -2.1221772 3.3698433 10.8118650 10.6251339 8.9366583 6.6724055 8.4152085 9.4723145 9.3567596 7.9799659 9.7514341 8.1247303 5.8087274 8.7108801 10.6044210 7.0328083 7.5272463 2.1259155 10.2481325 9.3047789 -1.1218632 8.7483546 7.0175411 9.5339678 10.7592952 7.7545067 8.1282882 11.6990663 8.3995903 8.5758262 3.6328731 6.8466563 10.3255898 9.9182796 4.7848808 3.3042482 11.0472887 -2.1221772 9.9090018 9.6703735 9.2868504 11.4077743 11.4358126 10.7659721 6.1817705 15.2914774 8.6772714 11.4344960 4.5784316 9.9312372 7.8042859 1.6853571 3.5287588 10.4492686 10.1460523 8.3897427 9.5204930 9.6075767 9.5150676 8.7475838 6.2399345 13.2150195 11.2114249 NA 11.5494205 9.6498301 6.4890146 NA 7.3718455 12.9723151 8.1056058 10.0529156 7.4760422 8.5137083 11.0019497 8.8160992 10.6423744 -1.1218632 8.5827581 -0.1220202 NA 10.8074333 2.5218548 5.9440783 10.5986617 9.7089013 8.8205045 10.6054851 8.5009570 11.8087569 9.1880347 10.3304886 14.4507050 0.6853571 11.6690643 11.9724801 10.6160822 10.9887995 11.4189655 NA 0.1998765 1.6853571 -0.5370054 6.2267185 12.7103361 9.7587214 13.3354029 8.9819334 10.6780810 5.2443125 8.3698429 3.1999236 11.6596571 11.1672884 11.5692984 5.0678151 5.3618070 10.4699798 3.1259155 1.3374257 5.7421760 1.4629423 10.4010618 12.6998636 10.5068911 10.7132509 10.1092111 7.2660069 9.8951464 6.9891254 10.9499400 13.0428184 7.9494521 5.0874416 9.1744703 11.0320169 9.0837833 11.4988971 11.0690492 12.5928258 10.0280545 8.6626249 8.2287413 11.9516295 8.8013174 10.4681092 8.9050458 8.6949735 NA 8.8124180 10.3728456 2.9973466 10.1657601 11.6099454 8.1424323 11.4429730 8.2968969 10.4864759 11.5737620 9.8930565 8.7513342 3.3374257 7.5714766 10.1205686 -2.1221772 9.6760567 8.2211758 7.4741797 11.5095081 10.9126170 9.2831314 10.2918823 8.9995234 9.1031973 10.8168749 8.7375249 11.4939644 8.7437233 5.1999196 10.9268174 3.3698433 3.7359662 9.3100099 3.1999236 10.8041006 0.4629946 5.8495340 4.3250697 3.9654518 NA 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0.000 0.000 0.842 0.842 0.857 0.000 0.000 0.869 0.869 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.806 0.806 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.298 0.298 0.000 0.000 0.000 0.000 0.842 0.842 0.857 0.000 0.000 0.869 0.869 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.806 0.806 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.298 0.298 11.479413 12.666708 10.784505 14.344672 9.551299 NA 2.685335 9.424402 10.030012 NA 7.428737 8.021373 8.509167 13.667855 4.578432 5.612700 6.784881 7.901744 3.784881 8.448794 12.360483 10.365076 2.462942 9.877990 10.455655 9.594381 4.605909 13.002717 10.286054 7.518235 12.010795 5.646174 7.174906 8.002111 9.488554 10.213659 9.169736 10.346868 9.086224 NA 9.545545 9.462013 10.281801 11.577888 5.261693 10.585565 10.280736 7.496375 2.270320 9.264391 7.856701 13.876316 9.788258 10.043211 13.117439 11.794523 7.718469 7.331261 9.754123 5.163394 10.101690 10.278216 3.710878 7.253030 13.254285 5.320932 8.362813 2.047922 -2.122177 10.831823 10.295579 11.852136 8.802803 14.450705 9.563615 10.118781 5.722100 9.170887 8.923750 13.069512 11.569298 13.116507 11.231826 10.794429 -2.122177 10.672406 11.167865 10.812602 9.019458 9.083783 7.994334 9.629952 13.018101 7.106809 11.604208 5.605909 7.017541 9.226165 12.385591 11.509735 12.528930 9.880520 -2.122177 -1.121863 11.461425 12.228998 11.419450 6.811680 10.956975 11.8568792 12.9901444 10.5234233 11.9979848 5.9917327 11.3147015 7.2724525 6.0175411 10.1071092 10.2558648 7.0328083 10.1894545 13.1473987 9.5697335 11.2281004 10.1016900 1.6853571 14.7730090 8.3247634 7.6544234 7.7831816 5.9169089 9.6126995 9.4440440 9.1754794 8.9447519 4.2873836 9.8369051 9.1187812 10.0641043 10.4892454 9.7491251 11.8116806 11.9071909 1.4629423 10.6548343 2.7848808 12.7984377 9.2676212 7.2464964 10.1092111 9.8144844 12.2126823 0.1998765 9.5036988 2.6853347 10.3728456 11.2426718 10.5285930 11.5095081 11.3169118 9.2239496 11.4939644 10.8923592 10.6930950 8.8836144 9.5969510 10.0834779 -2.1221772 NA NA 8.3618056 10.4031143 9.8786942 NA 9.7510496 8.1576006 11.2790028 TCGA-DZ-6134 69 0 NA 1856 kidney stage i t1a nx mx 19-3-2015 male 2005 NA NA NA kidney papillary renal cell carcinoma yes NA NA white NA 162.50.0 NA NA 1 3 4 6 1 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.46237139 10.48546346 10.47010985 7.40338874 8.20914969 11.52187197 8.65072902 7.84712627 7.05445129 4.27522314 9.97303290 8.76793944 2.65071861 7.77312602 10.74590630 1.76621350 9.48361911 8.59030821 5.58146574 11.29773623 12.78038776 10.77657302 7.80723383 15.94759751 8.06153375 10.69966996 4.45808666 9.99428498 6.88275064 6.75226690 2.45325417 7.28735409 10.10228361 8.45270703 9.71457352 9.80301387 9.60783110 9.41725802 6.59324320 13.90556088 11.06047357 0.06571016 11.42180586 9.81041129 9.40227323 -1.93401417 7.68231555 12.53991615 7.55962182 10.99779673 7.92063511 8.64602509 10.83498459 8.44730974 10.58616922 NA 8.75838214 2.15322166 2.58933205 10.36640517 4.68047627 8.69421230 10.62538265 10.00203651 9.08396670 10.60952348 9.13454491 12.29463338 9.39892193 10.53871120 13.85496907 3.82065893 11.69964276 11.38839896 10.70533345 8.26421175 11.17722835 -0.93428984 1.06577909 1.52521697 -0.34923544 6.44514566 13.39972555 10.34653733 13.04318069 9.83519127 10.38487417 4.55761840 7.52724631 5.49203262 11.80839181 11.48137635 11.38843275 7.44297749 9.83766861 10.47754235 4.93612908 4.99650174 4.78001082 -0.34923544 9.60928181 13.73495617 10.10708353 10.71142504 9.79962938 5.76620555 9.24691894 6.95451041 9.97444815 12.56977861 7.55360626 8.40450296 9.46242497 10.82128011 9.01923543 11.89221576 12.16322265 11.90112620 10.18891802 8.73199066 5.13110379 12.44845817 9.48203630 9.85407702 8.81647363 6.96964899 -1.93401417 8.21297149 10.82877143 3.91901584 9.54470812 10.86261737 8.55260148 11.24536475 8.65728879 10.57875393 10.71119985 10.11833468 9.06571016 4.80723126 7.00534609 10.38402692 NA 10.77893830 9.36726272 7.15057491 12.05578190 11.38105772 8.91829618 10.43590909 9.38034980 9.35751286 10.83435411 8.93767189 10.66032443 9.97453447 4.11016276 10.65869072 5.46664670 2.82064872 6.41006291 4.44080606 10.76728964 2.31368121 9.09082988 4.45808666 3.79368784 NA 1.76621350 11.98332516 10.71300014 10.97959096 10.65377848 10.31665715 9.69599729 5.76370635 8.43208877 10.85121910 10.70125802 9.47568784 9.62800893 11.59885293 4.73818956 9.12037086 -1.93401417 NA 10.37011795 8.49307927 8.54554680 8.40561675 9.61651337 13.07673170 12.32278605 0.38769340 10.70759260 12.48124429 10.41394150 0.38769340 2.70962149 0.38769340 0.38769340 7.81731051 13.75647395 8.57157822 8.65822362 11.66962471 -0.34923544 8.65728879 9.64730623 10.07978702 9.87151041 7.35573958 11.70499422 10.67863508 10.49752535 9.23023352 5.65822291 9.66474948 9.47992331 4.03593177 5.96808153 10.64978950 -0.0058140 0.0059700 0.0853650 0.0000000 0.4189800 -0.0012473 -0.0099565 0.3843600 -0.0393940 0.0668020 0.0668020 0.0640110 0.0640110 -0.0058140 -0.0058140 -0.0058140 0.0059700 0.0853650 0.0853650 0.0853650 0.0853650 0.0020805 0.0000000 -0.0015243 -0.0015243 -0.0012473 -0.0008316 -0.0008316 -0.0099565 -0.0030475 -0.0030475 0.0041483 0.0041483 -0.0067813 0.4001100 0.0051359 -0.0393940 0.0668020 0.000 0.000 0.000 0.000 0.405 0.405 0.000 0.000 0.000 0.400 0.400 0.384 0.384 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.419 0.419 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.405 0.405 0.000 0.000 0.000 0.400 0.400 0.384 0.384 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.441 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.419 0.419 0.000 0.000 0.000 0.000 0.000 0.000 11.6280090 12.3561455 11.1890797 13.7846740 9.2450537 NA 0.8731045 9.5480703 10.7718050 -0.3492354 8.0112105 7.0459060 8.8080761 14.7055171 7.9920625 8.7962366 7.0991900 7.4645106 8.4033883 7.9861196 11.8677780 9.9476453 5.2456744 10.1203709 10.7614299 9.9879794 8.6039556 9.0615337 10.9260776 9.3780824 12.2661978 4.4751562 7.3580885 8.0516087 8.8487647 10.3494337 9.4089523 10.3275677 9.4483906 2.2356964 9.8106004 9.0998777 9.8471263 11.0434042 3.7662029 10.6584572 9.2867495 6.7381923 8.4559354 9.7979340 5.2356926 14.2809583 10.3047684 9.8483553 12.9431466 12.2794025 7.7522669 8.2001929 10.2718652 10.3266861 10.4312689 10.4011570 6.4494706 7.0141343 12.9186862 3.6507301 9.2325574 4.5735624 -0.9342898 10.5149152 9.8034365 12.2511067 8.3148800 13.8549691 8.4602294 9.7596892 3.7915120 12.6382892 10.7527048 14.1236314 11.3884328 12.8885366 12.1709385 10.8432274 1.7662135 10.4252416 10.9035916 11.5494564 8.9575502 9.0192354 6.9816461 9.8755347 13.0277588 10.8241981 11.5041686 5.7096215 6.0373097 8.7748503 13.2653922 11.5348996 11.9761282 8.2861451 -1.9340142 NA 8.4418922 12.5131082 11.1070801 6.5087107 10.8231566 11.744477 12.701825 9.998719 10.755546 6.993544 10.593732 10.368977 6.680476 10.159184 11.013221 3.110163 8.384309 12.630627 9.452707 11.529291 10.239444 1.766214 14.990811 6.405528 7.085358 7.262786 8.952225 9.537950 9.579001 9.646703 8.992804 9.056580 11.380916 9.576036 9.412280 10.955841 10.220268 10.698762 11.439583 1.065779 10.654950 7.334894 12.545661 9.527246 8.032993 9.799629 9.495754 12.366262 8.239444 8.875535 5.432088 10.828771 10.821697 10.868081 12.055782 11.294736 10.108452 10.660324 10.673790 10.686195 9.102627 9.681856 9.986864 5.184709 2.589332 NA 9.919466 10.574010 9.566111 1.525217 8.657289 8.747883 10.715921 TCGA-DZ-6135 45 0 NA 1670 kidney stage i t1a nx mx 19-3-2015 male 2006 NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 162.50.0 NA NA 2 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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10.66464461 8.17935529 9.83026658 11.55591885 9.24876797 7.94323098 7.07578718 5.46021505 9.96085455 8.72272353 2.99655145 6.32776639 10.48068015 1.84971910 10.20758506 8.74626741 4.83677752 10.35098171 12.08051131 9.58200740 7.14039626 15.54991084 7.79558060 11.98414517 4.82372389 10.31936063 7.71478952 5.15088863 2.46393628 9.47490587 9.23712079 8.82618078 10.08402306 9.49201299 8.21228918 8.68982225 7.17935479 12.93642378 10.74302042 3.99656049 11.67410940 10.02715626 7.31382720 NA 6.95525351 12.75263228 8.68982225 9.48375190 8.18702242 9.10912598 11.22196206 9.12717231 8.55250503 -1.95791604 9.87801964 0.04236418 -1.95791604 9.86413785 2.12981053 8.73236181 9.84931627 9.20034250 8.63855357 9.50179559 9.26997988 11.30528093 9.60746607 10.47281652 13.99250972 2.43466826 11.57320309 11.30313647 9.88785392 8.73585079 10.72908333 -1.95791604 6.54221006 1.21225804 0.36423623 7.61979300 12.84669667 14.00100727 11.36780994 9.17293449 10.45784163 4.01963965 7.72886470 5.19211129 11.40074044 10.71191342 11.86816945 7.50793018 7.72008347 10.45413969 1.04236418 5.37327931 9.84285944 0.04236418 9.21791360 13.54164928 11.02321757 11.93822319 10.03140361 8.54916742 10.04868998 7.39551100 9.91607337 10.57545028 9.03883753 4.64227413 9.83514199 9.85132804 9.67717505 11.93291323 11.00995049 11.24601782 10.35297674 8.59407225 5.42087647 11.75618001 9.00381359 10.12750444 8.21853708 6.12451218 NA 8.99219060 10.66258373 0.04600205 8.00390071 10.88097695 9.05289215 11.31251322 10.02321750 10.52365888 11.26410212 9.41359599 8.23553178 5.14039421 8.70947537 10.44750543 -1.95791604 9.85854755 7.78551524 7.91580829 11.81766558 10.79808609 8.78719769 10.20192002 9.61695752 9.35864549 11.12749277 8.78383083 11.04394806 9.52365879 5.50996814 10.76196670 4.21228918 3.99656049 7.57374564 3.02695937 10.75446098 1.04236418 7.77876578 5.72423552 4.08675829 NA 0.62732668 11.78383092 11.04728665 11.20302327 11.13462558 8.48944700 10.54961594 6.65777289 9.58491216 10.89684278 11.25956439 9.24080898 9.71523119 12.34913770 7.13512132 8.74886003 0.62732668 -1.95791604 10.09289282 8.52919900 8.72272353 8.08812357 9.83474755 11.64064912 9.09561117 2.21228918 11.55374601 14.41825184 9.94624573 -0.37276672 3.21228918 0.04236418 NA 7.91272889 14.92759558 10.17903475 9.41032457 12.16511106 NA 9.39219805 8.84932440 9.87129369 9.57179454 7.78719801 11.80069128 10.20223527 10.32226461 9.86187242 3.84971910 10.88706971 9.56052524 5.64998902 7.78033766 9.96494829 -0.00110870 0.00000000 0.61208000 -0.00041585 -0.00152430 0.00583090 -0.00235530 0.01377200 0.00933320 0.02848100 0.02848100 0.02848100 0.02848100 -0.00110870 -0.00110870 -0.00110870 0.00000000 -0.00581400 -0.00581400 -0.00581400 -0.00581400 -0.00263220 -0.00162380 -0.00290910 -0.00290910 0.00777830 0.00110930 0.00110930 -0.00235530 0.00027728 0.00027728 0.00332990 0.00332990 0.00124810 -0.00470790 0.01153900 0.00933320 0.02848100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.612 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 13.4475054 12.6604626 10.3617538 12.8013679 9.9458693 1.6273267 0.8496791 10.1003556 10.2702657 -0.3727667 7.9250072 8.6422767 8.9088702 13.2125629 7.5911857 7.8878542 6.8972320 8.8545412 7.5099697 8.9173452 12.3699166 10.2786771 2.2902769 9.4411077 9.8681177 10.3855497 5.4769908 12.9095944 10.4365586 6.9522567 12.1846210 3.9492548 7.6952088 7.7130201 10.7924428 10.4360225 9.649694 10.504099 8.556091 NA 10.491771 9.767304 8.136442 11.253492 4.290292 10.095272 9.368231 6.430381 6.987807 9.738462 5.664415 13.312404 9.591667 10.075098 13.274335 12.902626 8.207547 9.143026 9.754891 8.367669 9.891378 9.766878 4.875254 5.581523 13.149745 4.251818 10.590945 -1.957916 NA 9.727113 10.605322 12.634237 9.793490 13.992510 9.313243 9.681705 5.570936 13.929489 8.940965 13.599828 11.868169 13.605769 12.131235 11.093063 1.627327 10.677402 10.233423 11.060564 9.046584 9.677175 7.873671 10.099002 12.525550 9.826181 11.769112 5.803914 6.192111 8.825362 13.002494 10.890204 12.640009 9.146163 NA NA 9.552634 12.675189 11.727326 7.318489 11.175988 11.4920285 13.2440284 10.8396202 10.6839641 6.0367165 11.5459413 9.4801160 6.0757872 10.0619546 12.1364631 6.5853952 8.9011221 12.8197143 8.7804561 11.7285361 10.7425869 2.1298105 14.9405520 7.1308341 7.1403963 8.2108608 8.1600070 9.5180974 10.0430682 9.4368267 8.8202521 6.9642045 10.7510168 10.0434202 10.4943477 10.7334531 10.1911583 11.5320865 12.0843652 3.6570683 10.2672700 2.2902769 13.2420961 9.5703295 7.0139077 10.0314036 9.7862095 13.1345430 10.0041754 9.2554682 -0.3727667 10.6625837 10.9044200 11.2000267 11.8176656 10.5137851 10.3623182 11.0439481 10.9261528 10.9807030 7.9447390 9.8014200 10.4565206 0.8496791 2.9492548 -0.9576358 9.8335269 10.9681909 10.1492540 4.1084492 9.3921981 8.5786112 11.1251783 TCGA-EU-5904 47 0 NA 551 kidney stage i t1 nx m0 19-3-2015 female 2009 NA NA 90 kidney clear cell renal carcinoma yes NA NA white NA 105.52.0 NA NA 2 2 3 5 3 2 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.1083572 9.7936544 8.2045976 0.5233612 6.6318842 8.9274364 2.2237932 10.3331272 10.0988984 5.8452868 10.9610748 16.7119769 10.6448926 11.0044017 15.9854459 8.7107111 9.8191280 4.7131844 9.0182146 7.3047191 6.3562495 1.8452692 9.4399850 9.4848088 8.7665332 9.8390748 8.0051585 7.6001746 9.2840791 7.5345861 13.6010511 10.4952618 NA 11.6789679 10.7631396 6.8940465 NA 2.6932751 12.2751123 8.0051585 9.7291523 7.5429498 6.2376039 11.5916336 10.0096913 12.5445915 2.6932751 8.8362420 2.3307018 NA 10.0001052 6.4481708 8.6718358 9.3507019 10.1708175 8.4302497 8.2964982 9.3379416 11.5065736 10.0157130 10.0152122 12.4040905 1.5233612 11.2595601 11.1481546 9.8351074 7.1120735 10.0182146 -0.4767392 1.3307305 2.1083237 -1.4767392 7.9930006 13.4774645 9.7930702 13.5338435 8.8168307 9.3898653 2.9827837 6.8087609 11.3051286 11.1087911 8.9694084 11.4093814 9.3914099 7.6081676 10.5803355 6.3875452 1.8452692 2.4302585 0.1083572 7.8587494 13.5660445 8.8110715 10.3022576 9.9501480 7.6882657 10.0026342 7.8609808 10.2191702 11.6011762 9.0331342 5.3813388 10.5560661 9.9574660 9.5120437 11.4117218 12.6116504 10.8729168 9.5779633 8.7857241 3.0469275 11.6320469 9.0625179 10.5998407 8.9338104 9.8447235 0.8452692 8.6147945 11.2834552 12.4499127 8.5059818 11.5682654 9.2072311 11.3489142 7.3210207 10.2534046 11.1451820 9.3944942 7.6895724 4.0779522 7.1343842 10.5173589 -1.4767392 10.1667644 9.3088116 7.3937242 12.7917549 9.1297642 8.9889255 11.5129310 9.3538744 9.9113764 10.7390771 8.6731062 10.4677051 7.7156518 1.5233612 11.2382485 9.7309836 0.5233612 7.5401676 4.5677523 10.8205620 6.5457275 10.4029423 5.6017767 3.5677523 NA -0.4767392 10.8102056 10.4706307 11.0793861 10.6108219 8.7328126 9.3966955 5.9081860 11.9713463 10.5453801 11.6502249 9.0182146 10.2580687 11.8855769 NA 7.2815823 -1.4767392 NA 9.8219944 8.9391008 8.8842062 8.5303864 9.5799968 14.2485922 15.2374167 1.8452692 12.1112538 12.0311537 9.6481266 0.5233612 4.5233612 0.1083572 -1.4767392 7.9559009 15.4693744 8.5894482 8.6995322 11.8709805 NA 8.6397032 8.8395613 9.4234712 9.8989416 6.9827906 11.2921637 9.8967680 11.0343704 9.4310009 9.4136233 10.7346390 8.7020241 4.7510245 7.4954769 9.8809111 0.00013863 0.00360760 0.00291330 0.54101000 -0.00512270 -0.00415460 -0.00595220 0.00404820 0.00680440 -0.00035190 -0.00035190 -0.00035190 -0.00553750 0.00013863 0.00013863 -0.00503810 0.00360760 -0.57061000 -0.54633000 0.00083195 0.00083195 -0.00443120 -0.00484610 -0.00304750 -0.00304750 -0.00415460 -0.00058872 -0.00058872 -0.00604000 0.00097064 0.00097064 -0.00277070 -0.00277070 -0.00121830 0.00180300 0.00666530 0.00680440 -0.00035190 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.8087609 12.1039710 9.0081821 12.5385999 10.2652474 NA -1.4767392 9.6435970 11.0731149 -0.4767392 8.8486646 7.1599833 9.3797847 10.4905854 6.8179801 6.9070637 6.5345861 8.4934648 7.8339716 8.5772849 11.2863639 9.6584270 4.5006364 8.4151426 10.0401671 10.8452872 9.5027843 4.2782450 11.8466954 8.8598655 12.1729353 2.7712940 6.3242598 7.1007874 6.9868830 10.9462123 10.472456 10.416281 7.964228 -1.476739 10.696099 8.793654 5.393725 10.924505 3.167213 9.844723 9.277412 5.652641 7.573208 10.380174 7.926371 13.214612 10.128839 10.157716 13.480733 12.910771 7.723032 9.288231 9.958508 8.256374 9.504213 8.934870 6.100788 4.589446 13.517005 8.994018 9.099844 6.251280 3.223793 9.708234 9.716884 14.572484 9.523359 12.404091 9.690777 8.143579 6.137848 8.771287 12.890569 16.477237 11.409381 11.497774 13.526174 10.833404 2.108324 10.900027 11.280541 10.190027 9.010194 9.512044 7.613471 10.013709 13.118791 10.207231 11.778091 2.610818 4.610824 6.631884 13.587680 10.885303 12.758476 6.115816 -1.476739 NA 10.459629 12.348914 11.727001 7.531788 11.054497 11.267983 13.148040 11.041766 10.075067 6.845287 11.986117 10.607503 6.278247 10.271133 14.061457 6.771286 8.150893 13.009999 9.043978 11.382700 10.320615 2.330702 14.147441 4.792767 5.393725 9.005512 10.293197 9.421960 10.467705 9.031154 8.907711 5.343539 12.604343 9.894591 10.711020 10.450767 10.141286 10.877608 11.337741 3.330716 9.486255 7.843031 13.051098 9.083692 8.549882 9.950148 9.194918 12.751501 4.932751 8.971475 5.264825 11.283455 10.470265 11.207012 12.791755 10.966821 9.939629 10.467705 10.743737 10.816190 4.631884 9.556782 9.556782 2.693275 7.592137 NA 12.029791 11.111591 10.062518 4.015212 8.639703 7.797154 10.325067 TCGA-EU-5905 67 0 NA 119 kidney stage i t1 nx m0 19-3-2015 female 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white NA 105.52.0 NA NA 3 2 2 4 2 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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-0.6815385 NA 9.8430924 9.0241831 8.3157301 3.0189902 8.5806456 9.4283813 9.4568226 10.8940900 10.3457656 9.7851371 5.3185518 9.9731868 10.4033591 5.5473696 10.7146203 6.9909764 10.8572247 11.4257678 4.0734347 11.5392313 9.8664093 9.7563028 10.0684201 8.3241751 7.2785526 10.0455182 9.0178281 7.5377193 6.7022544 0.9035011 9.4020301 8.7841172 1.9035011 5.5083748 9.7130134 7.4784218 9.0137791 9.1796377 5.3185518 11.6705500 10.5894300 10.6410423 10.7531790 15.2557636 8.3241751 11.8983381 4.2254446 9.1765317 6.8884060 7.8615826 1.3185772 9.3157301 8.7881927 8.6517061 9.5581492 9.4296865 8.6404789 8.1514408 6.7779825 13.1951636 10.4211826 NA 11.6799463 11.3320758 9.1145903 -0.6815385 9.0464711 10.8950351 7.0667436 10.9821089 7.9660093 8.8978666 11.4247865 10.0215891 12.1530968 2.9035204 9.8567397 6.0734389 NA 9.5841658 5.4270765 8.5133076 8.8673727 10.5096099 8.3765426 9.3171412 8.9442596 11.9840110 10.1749762 10.0490208 12.1141846 3.1258990 10.6351378 10.5077576 10.4504077 8.9295756 9.6914159 -0.6815385 NA NA 0.3185772 8.9016335 14.2163017 6.0050518 11.1534167 8.8921979 9.5328698 3.7779772 7.2314401 10.9861058 11.1699094 9.7000937 10.8174000 7.8884066 8.2900944 11.3252275 3.2254446 1.9035011 -0.6815385 NA 9.2800005 13.8340658 8.9387707 10.8406418 9.6438562 8.7942843 9.6650644 7.5034259 9.5612723 4.6761038 7.3683991 6.1514408 9.4569634 9.7500484 9.2359228 10.6062632 12.8996336 10.7749051 9.4859689 8.7841172 3.9035107 12.0013259 9.0883886 9.7952970 8.8043802 7.8959793 3.4884764 7.2492879 11.5563582 6.4052708 7.2174847 11.4510504 8.3213658 11.4523352 10.0515661 9.5818199 12.6733511 9.3846400 8.0816634 6.2610644 8.8144059 10.6246124 -0.6815385 11.0306478 8.5876774 7.3353591 12.9465405 9.3832935 8.7841172 11.2900943 8.6494674 9.1593287 10.8825763 8.8460278 10.1966016 9.8460277 1.6404821 10.7353483 8.4529771 8.2042469 9.1656080 3.9624102 10.4277284 5.2492898 10.3499074 7.0301142 6.4165831 NA 0.3185772 11.1182371 9.9767621 10.6091456 10.3656746 8.6404789 9.5069789 6.1315627 10.6177587 10.5599381 11.4743176 9.3805968 9.3547243 10.8625492 NA 7.7321790 -0.6815385 NA 9.9776547 9.5449629 8.5993215 7.8104039 9.0900402 13.7659569 13.4460615 5.6761038 11.6672789 12.2678303 10.6973874 -0.6815385 4.1259073 NA NA 6.8807933 14.5885540 8.3629450 8.9785466 12.7076443 NA 8.4708358 9.0962500 10.2603320 8.9053906 7.1889152 11.3036811 9.5521705 11.4073390 10.2522414 8.9642092 10.2216794 8.6404789 5.7421302 7.4192127 9.7011748 -0.0114730 0.5438300 1.1674000 2.2021000 -0.0134020 -0.0465830 1.1074000 0.5285300 0.5098500 0.3243100 0.3243100 0.3243100 0.3243100 -0.0114730 -0.0114730 -0.0114730 0.5438300 -0.0157410 -0.0157410 -0.0157410 -0.0157410 0.0000000 2.2425000 -0.0096806 -0.0096806 -0.0219210 -0.0158790 -0.0158790 1.0958000 0.5095000 0.5095000 -0.0116110 -0.0116110 -0.0158790 0.5396000 -0.0136770 0.5098500 0.3243100 1.107 1.107 0.510 0.510 0.559 0.559 0.000 0.000 0.000 0.540 0.540 0.529 0.529 0.000 0.000 0.510 0.510 0.000 0.000 1.096 1.096 0.542 0.000 0.544 0.544 0.000 0.000 0.000 0.000 2.265 2.265 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.324 0.324 1.107 1.107 0.510 0.510 0.559 0.559 0.000 0.000 0.000 0.540 0.540 0.529 0.529 0.000 0.000 0.510 0.510 0.000 0.000 1.096 1.096 0.542 0.000 0.544 0.544 0.000 0.000 0.000 0.000 2.265 2.265 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.324 0.324 9.6716976 11.7424545 9.2239377 11.3474928 10.5003241 NA 2.6404821 9.2329358 10.5673737 NA 9.3325712 6.1259052 8.7087197 13.2525179 6.7779825 7.5664780 6.5377185 8.4033589 7.1640410 8.5157672 12.9774316 9.7583816 0.9035011 8.1950675 10.0549526 11.5768223 7.5521703 8.4374920 12.7230271 8.7364033 12.1068510 3.7779772 6.9479069 7.5280039 9.9184636 11.5632119 10.3464568 9.5958382 8.2814470 NA 10.7718214 8.5157672 8.1609010 10.8474931 5.3629432 10.4928523 9.6793978 5.5280055 6.5182235 9.7204969 7.6359633 13.3957002 9.7033345 9.9082020 12.4612960 13.4600193 7.0532602 9.2929653 9.7676993 8.2756529 9.1355344 9.5712162 4.7108670 6.5664788 12.7595496 9.0137791 7.7614941 4.3185482 1.9035011 10.6656184 9.9341803 12.9042175 8.2224327 12.1141846 8.9314192 7.1387295 8.0538021 10.2441051 9.6606254 15.4717465 10.8174000 12.1351344 14.6428719 11.6263208 0.9035011 10.4702016 10.3656746 10.9745286 9.5401379 9.2359228 7.9369365 9.7065680 12.5930745 9.9865493 10.8134063 7.5425521 5.3629432 6.7194299 15.1792267 10.4132883 12.1335337 6.7697625 NA NA 9.9128753 12.3091866 11.0679425 7.0667436 11.0595963 11.2526101 12.7711781 10.6611810 10.3778952 6.0464714 10.5089928 11.4119683 5.9767623 9.8940900 14.3262351 5.5473696 6.9980307 13.1466833 8.9997892 11.5566569 10.2734740 1.6404821 13.3119314 7.3308398 6.3738326 8.0718678 9.7749051 9.2148832 9.6617364 7.7194299 8.9016335 6.7194299 10.7060296 10.8278309 9.9442596 10.9346400 10.0692578 11.0293572 10.9419750 2.1259155 10.4446098 6.6404792 12.8563612 8.4113080 7.7861566 9.6438562 9.0962663 12.6639560 3.3185482 8.6650644 6.2492879 11.5563582 10.7162254 10.8567396 12.9465405 10.5328699 9.0834224 10.1966016 10.9869926 10.3304768 6.2254408 9.6177587 9.7881925 0.3185772 0.3185772 NA 9.7531790 9.8891844 9.3792467 3.0189902 8.4708358 8.4708358 10.6903273 TCGA-EU-5906 55 0 NA 206 kidney stage i t1b nx m0 19-3-2015 male 2010 NA NA NA kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 2 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.62397803 8.10258045 6.80225527 10.81784163 8.41352258 7.92969870 6.31927651 -2.07704104 10.09697310 8.13090565 NA 6.61615917 9.44329024 -0.49228146 9.30637572 10.18799360 6.82956165 11.46190912 14.94521274 10.84618473 10.54472338 16.02380599 8.72841545 9.86591897 4.66413578 9.11002361 7.70894109 6.13699111 0.44868955 9.54929316 9.77870797 8.86738346 9.38107806 8.29335899 8.14062939 9.71505509 7.30421440 13.59868368 10.52652966 NA 11.41527583 10.41296333 7.67588860 NA 2.50764244 12.14644702 7.91135603 10.40774607 7.74125394 6.63347771 10.78782479 9.17178503 12.17235093 3.17059810 9.35573540 -0.49228146 NA 10.28844716 5.02070220 8.45014848 9.40598343 10.02759780 8.69910461 8.61266949 9.43393006 11.78471217 9.43689244 9.92020381 12.76865155 1.24458266 11.50749314 11.40080917 9.83331422 8.41652690 10.39027710 NA 1.38211386 -0.07734543 -1.07734543 8.39840510 13.41927570 8.19296690 12.70684627 8.91064603 9.25358846 3.67756462 6.52258467 10.60698181 11.47654077 9.63777560 11.86283004 8.63261685 9.30691566 10.33100133 6.19879665 5.36561556 2.01013531 -1.07734543 9.15748892 13.72629817 9.22016112 10.16584550 10.32648252 8.12968588 10.44230782 7.53738150 9.65079615 14.89999618 8.79380682 5.58800698 10.37700941 10.54472338 9.78608352 11.42351341 12.22445350 10.83143939 9.93039968 8.59531791 3.81676352 10.90566514 9.34368430 11.04953732 9.21153767 9.43689244 NA 8.69416110 11.53323506 11.61562371 8.65270840 11.64515890 9.47004812 11.62538534 8.56020213 10.50316564 11.14259628 9.31068889 7.68344171 4.96706714 6.11742908 10.58110622 -0.07734543 10.30367368 8.80913015 7.62311112 12.65928487 9.73444764 8.83556096 11.33801720 9.74643689 9.70853266 10.43415490 8.79688453 10.48943917 8.39840510 2.78064606 11.31847338 8.37388264 6.84430404 8.36354082 3.96531331 11.07622357 7.47149314 10.13695729 5.34018481 4.80531309 NA NA 10.80302033 10.27636976 11.12004181 9.90281117 9.08883461 9.80646037 6.11644378 12.40434486 10.51442766 11.77695557 9.23951881 10.06318176 12.02890731 NA 7.64034762 -2.07704104 NA 9.83443802 9.23044153 8.82278367 8.64633261 9.33788522 14.91244298 14.72779820 1.24458266 11.72124460 13.13774945 9.96638245 -0.07734543 5.15859151 -0.07734543 0.24464355 8.43442432 14.71736662 7.96843122 9.19413459 11.83864424 NA 8.86371921 9.17613499 9.53507937 9.60829641 8.01653811 11.45551443 9.69581082 10.85192991 9.46134540 8.74922015 10.45454031 8.45014848 4.94625830 7.55704701 9.66624371 0.00027728 0.00138680 0.00652620 0.50481000 -0.00124730 -0.00138580 -0.00373950 -0.00691950 -0.00387790 -0.01161100 -0.01224200 -0.01224200 -0.01224200 0.00027728 0.00027728 0.00027728 0.00138680 -0.49882000 -0.49882000 -0.49882000 -0.49882000 0.00179330 0.02286500 0.00416320 0.00249690 -0.00138580 -0.00055444 -0.00055444 -0.00373950 -0.00360110 -0.00360110 0.00000000 0.00000000 -0.00290910 0.00055459 0.00555290 -0.00387790 -0.01161100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.788405 12.199159 9.035111 12.715462 10.423513 -2.077041 2.677553 9.436399 10.800812 1.730009 9.595539 7.031196 9.327281 12.830548 6.911356 7.967065 6.856362 8.191798 7.750808 8.875413 10.445743 9.645052 3.829565 8.668346 10.318763 10.773249 8.368721 13.311530 12.001906 9.348936 11.963204 3.208080 6.911356 6.897087 8.825047 10.876504 10.4135224 10.5034012 7.5188616 NA 10.1400235 9.0774898 6.5701305 11.1185051 5.9338983 10.0503435 9.2275933 5.7991884 7.6658227 10.4217700 7.4618306 13.6894851 10.1592838 10.4661867 13.3982150 12.6869730 8.1309057 9.2658572 9.7614816 8.4972651 9.4972651 9.0094712 4.8053131 5.1418415 13.0485289 8.6666643 9.2017017 5.2445979 0.9226546 10.1547927 10.1526920 13.8294447 9.0134455 12.7686516 9.2851634 8.4734184 5.1525485 9.5323121 11.2218796 15.7469404 11.8628300 12.0968951 13.4441800 11.1931129 2.0101353 10.2031523 11.3526013 10.0803343 9.3246176 9.7860835 7.8739565 9.9335493 13.2049998 10.8902580 11.8040685 3.3149865 5.5447234 7.3128403 13.5095796 11.3711751 12.5411717 6.5629171 1.2445827 NA 10.9818469 12.5171128 11.6856639 7.6941608 11.1132679 11.3204798 13.4744699 11.0749564 10.1327340 6.5225847 11.4814510 11.0251394 6.7492205 10.6209421 14.4678623 5.1223455 8.3697548 13.4148258 8.7073063 11.7326406 10.6802699 1.9226546 13.9341827 6.5851624 6.3320616 9.1660061 10.4545403 9.4516140 10.1019586 8.9648575 8.9923966 6.8504494 12.4226420 10.0137763 10.8045502 10.2083628 10.2527481 9.9550617 11.6256017 2.6775533 9.9286469 5.9887597 12.8142037 9.4491707 9.1217304 10.3264825 9.2445432 12.8361220 2.5665229 8.7195223 5.7744207 11.5332351 10.4540530 11.3752989 12.6592849 11.1878470 10.0078121 10.4894392 10.7410540 10.9926029 6.3447362 9.3779987 9.3861960 1.6231177 7.4944244 -0.4922815 10.8940354 10.6609412 10.3684624 4.5808811 8.8637192 8.2491011 10.1205025 TCGA-EU-5907 81 0 NA 127 kidney stage iii t3a nx m0 19-3-2015 male 2010 NA NA 90 kidney clear cell renal carcinoma yes NA NA white not hispanic or latino 105.52.0 NA NA 3 2 3 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.61489854 8.15286992 5.90689060 10.70446679 8.46279058 7.64385619 4.12398893 1.84386328 9.37748863 8.33573379 1.35845253 5.65123543 9.94491846 2.84388337 8.34713854 7.41590398 2.20645569 12.67442770 12.60756741 10.46488601 9.93588283 15.58686685 8.21145177 10.01523634 3.68038062 9.80388280 7.20143293 6.39407850 2.43159622 7.90380474 9.55321092 8.63829653 9.23374261 7.94641915 8.09722205 9.64107904 5.93134267 13.77107674 10.97353178 NA 11.30857243 10.78130086 8.65307471 -0.96353183 3.99071893 11.57058555 7.34940863 10.12332554 10.25569439 11.31410385 10.81295894 8.88671261 12.26680756 1.35845253 9.56008784 1.03653850 NA 10.45226760 2.49595094 6.93739265 8.70008386 10.21954089 8.94791800 8.92526899 8.02521045 12.11022731 8.82931619 9.55222566 13.61407272 0.62152444 10.81931939 11.38994840 10.17863298 10.22758514 9.64015219 NA NA 0.62152444 -0.96353183 8.03652586 13.88123164 11.52235520 13.51599039 9.32539204 9.25084507 3.28445491 7.06994915 11.70718211 11.19355696 10.75933338 11.51816642 6.90689060 9.01809305 10.97463521 2.03653850 5.14504971 -0.96353183 NA 10.21519067 13.24811003 8.99507856 8.36520085 8.00231041 7.65123543 10.48205808 7.77799300 9.36262944 8.37414790 9.39846966 6.10261404 9.68006638 10.52938048 8.80305489 11.19513557 12.09637730 11.24384530 10.36239350 9.38636003 0.05797007 12.18770101 8.66405967 10.40284814 10.08160287 10.61064627 2.73697281 8.22140103 9.39517701 5.39899673 8.15761877 11.89993785 9.11334159 11.40612325 7.94941529 10.11734336 11.48309228 10.52486812 7.61335042 6.34030589 6.99072233 10.61206512 NA 10.99181255 7.06994915 7.33114626 11.96910976 8.96874051 9.01237397 11.64593551 9.43205995 9.27612441 10.77864580 9.18118407 9.83661690 8.81295894 0.03646817 9.90071197 6.01380614 1.84386328 9.59590305 1.62147756 10.29744537 3.84388337 9.46593264 5.35755200 4.56008517 -0.96353183 -0.96353183 10.62664501 10.41047849 11.28148429 9.83580757 8.84709745 9.17095231 5.80365069 10.52235515 9.89372942 11.21207543 9.32423816 9.28326642 10.72521329 NA 7.89761255 NA -0.96353183 9.70008403 10.24170817 9.33458839 8.38082164 9.04215046 13.60085403 14.51690587 9.00663184 9.26173342 12.81172461 10.06857166 NA 3.56009128 NA NA 7.89139427 13.49050380 7.86307428 8.71248298 11.09755951 NA 7.90071227 9.29932549 10.44219926 8.91610906 7.34940863 11.75634249 10.12597636 11.23681146 9.91916888 8.90843105 10.85829989 8.46906788 4.50738873 6.19488290 9.21519079 0.0310140 0.0373200 0.0666470 0.8500800 0.0609360 0.0245480 0.0000000 -0.0435220 -0.0814720 -0.1913700 -0.1913700 -0.1913700 -0.2083800 -0.7868100 -0.7868100 0.0310140 -0.0468540 -0.7970300 -0.7970300 -0.8094000 -0.7727900 -0.7477700 0.7731000 -0.7671500 -0.7824200 0.0245480 0.0018030 0.0018030 -0.5590700 -0.0030475 -0.0030475 0.0353830 0.0353830 0.0150280 -0.0362650 0.0203430 -0.0814720 -0.1913700 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.756 -0.756 -0.748 -0.748 0.839 0.839 -0.782 -0.782 0.000 0.000 0.000 0.000 0.000 0.000 -0.191 -0.191 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.756 -0.756 -0.748 -0.748 0.839 0.839 -0.782 -0.782 0.000 0.000 0.000 0.000 0.000 0.000 -0.191 -0.191 3.6214893 12.5244915 9.4897966 12.7140253 10.1059757 -0.9635318 NA 9.1226621 10.5059744 0.6215244 9.8788763 0.6215244 9.0379340 11.8045034 5.6512354 7.4711541 7.0421507 4.9434150 6.8945074 8.4690679 10.4406030 8.8013973 3.0365209 9.3184558 10.5452714 10.7365320 5.9672632 9.1875424 12.1276306 5.9068906 11.9713114 4.5283775 6.9130426 6.4288425 11.2799974 11.5122593 10.35337303 10.29803323 8.06719286 NA 10.08433140 9.04915044 2.62147756 10.92717017 5.54432155 9.84709745 10.32135000 6.21643546 4.32192809 10.59255290 4.94341503 13.80419309 10.74733234 9.73956427 13.10160537 12.27955107 8.06994862 7.56008746 9.73523056 6.19639656 9.51428424 9.13587368 4.03652971 2.62147756 12.99262973 7.12398893 9.17990909 2.94341503 1.03653850 10.94040772 9.58823416 12.72663300 8.53836317 13.61407272 9.30214103 8.64755053 6.96572542 9.24962998 11.60376898 16.52745508 11.51816642 10.86902035 13.52981845 11.30008854 NA 11.15156953 6.94341620 11.11634396 8.92374642 8.80305489 8.13718841 9.90457667 12.79245662 9.31845582 11.10630794 1.03653850 4.79141298 5.77799300 14.13464557 11.44936034 12.41914991 5.97903985 0.03646817 NA 12.06149237 12.77757146 11.61253303 7.41590398 11.00591243 11.50183718 12.94566893 11.12033755 9.82768869 5.26534312 10.91840457 11.64084742 3.28445491 9.78220017 14.54032056 6.81131303 5.32192809 12.07269778 9.70895126 11.81686058 10.16452019 -0.96353183 13.67569698 7.16519041 5.47946987 7.58731098 8.54035164 9.14635662 11.17127302 8.75396248 9.17863298 7.16580846 12.22542373 11.04074637 10.05054632 10.65857773 10.70141754 10.03370532 9.88044692 -0.96353183 10.50413143 9.86148460 12.69835406 9.42991635 6.20645178 8.00231041 9.04345497 11.99108571 0.62152444 8.24354009 2.49595094 9.39517701 9.93890105 11.37554076 11.96910976 11.28118699 9.31961432 9.83661690 11.04179951 10.85527177 5.95538953 9.60638152 9.24962998 0.03646817 0.62152444 NA 9.46488612 10.70327360 10.11734336 1.03653850 7.90071227 8.21394553 10.85190915 TCGA-EV-5901 47 0 NA 1040 kidney stage i t1 nx m0 19-3-2015 female 2010 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white NA 71.55.0 NA NA 1 3 4 6 1 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.73478031 6.61623123 11.42850983 7.31639196 9.32419900 10.11637853 2.98323990 11.69608565 8.73059003 10.22641027 10.55095471 7.82086440 7.90656355 11.43624962 9.50544498 7.84742259 9.11766258 3.79059482 10.22611266 9.62076674 4.17306345 6.12278866 9.93050791 5.39262654 10.00837582 11.43753555 8.99586069 11.45744034 14.73068190 9.97298553 9.31359301 14.77219670 7.90804849 10.22730270 4.97192056 10.43984740 7.95621583 7.67148658 2.95501516 10.46856244 9.94721612 8.13044135 10.07467160 10.04291200 8.39050390 8.26632462 7.38411545 12.47032261 11.00195807 NA 11.95082280 9.80877550 9.42876842 NA 7.16811148 12.40313064 8.74395618 9.66579193 8.16687157 9.34133802 11.91628140 9.92281554 7.14295659 2.15315679 9.47258261 8.95190305 -1.01683308 9.91840129 3.59794825 9.01114226 10.00074074 9.34955857 9.26921646 10.68020382 10.09143393 11.57840751 9.50238113 10.64568212 14.71371968 2.37553994 11.68282284 11.43624962 10.40897674 8.49795041 10.82322734 NA 10.55972066 2.15315679 -0.01683308 8.05871532 12.51254481 11.38944130 4.72470484 8.68540899 10.28787280 5.24062345 8.45896964 5.20240597 11.79681706 10.84935607 11.79763048 7.96337586 7.56255230 10.49276391 3.86587923 6.02215472 7.65919318 1.15315679 9.49647034 13.44103395 10.03919653 11.66029519 10.26313702 7.62167242 10.20994945 7.06272077 10.32286081 4.93743385 9.14247700 8.31639151 9.96764762 9.06405372 9.58268433 11.69533331 11.07003599 11.38731342 9.67759422 8.83810465 7.30383371 11.23501455 8.96408985 9.72512457 8.62799380 8.55214225 NA 10.22462361 10.62573934 0.30521178 7.29029998 10.66447466 9.00421625 11.34161278 9.66359582 10.43135260 11.46893983 9.87577914 8.70814239 6.02762959 8.75472586 10.35474074 NA 4.73812469 9.73310568 7.88862332 11.71784004 10.64946026 9.35392377 9.90284448 9.38251423 9.34846504 11.08404479 8.85051504 11.03597409 9.16252326 6.72807016 10.96569512 4.00560659 1.96875433 5.97192056 2.44267815 10.39076956 2.15315679 9.64189405 5.86844478 4.59794825 NA -1.01683308 11.98235545 10.72764967 11.06322100 11.54857640 6.87197914 10.77457418 6.80277612 10.16687170 10.71434315 11.20270734 9.05067065 9.56113708 12.64094550 5.41786601 8.56160910 1.44265161 -1.01683308 10.38837770 8.07731404 8.43547733 8.56443686 9.93123835 14.87699995 10.82911834 3.89012563 10.36342671 14.99855331 10.61077018 1.44265161 4.51850996 -2.01683308 0.79060524 8.24885121 15.09388270 9.71073137 9.54595563 12.44784584 NA 9.66798488 9.11789993 9.83459493 9.62844445 8.02763014 11.84082854 10.40556389 10.15002700 9.95768669 4.79058960 10.33610728 9.20663468 5.75835382 7.27104090 10.15660114 -0.00138580 0.00889690 0.62351000 -0.00533290 0.74563000 -0.00341430 -0.00443120 0.71980000 1.40390000 0.07139100 0.07139100 0.07139100 0.07139100 -0.01089100 -0.00138580 0.00652620 0.00889690 -0.01023200 -0.01023200 -0.01023200 -0.01023200 0.00000000 0.00125750 -0.00498440 -0.00498440 0.00221930 -0.00110870 -0.00110870 -0.00443120 -0.00067788 -0.00067788 0.00069327 0.00069327 0.00194180 -0.00304870 0.02440800 -0.04590600 0.07139100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.720 0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.720 0.720 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.000 13.2958357 12.9253842 10.3014967 11.1999821 9.9934147 -0.4318706 3.1125167 10.1475147 10.1880520 NA 8.6931817 9.1981624 8.8780540 12.7902389 7.3883781 8.2500226 6.9490201 8.3253109 7.3819798 8.5320582 12.3977233 9.8935042 4.0706984 9.5789600 9.9633759 10.3166712 8.0838984 11.5086347 10.4959767 9.0173474 12.0915067 4.0276318 6.7580233 8.0720243 10.4635216 10.4149950 9.8192866 10.6443463 8.9619468 -2.0168331 11.1955807 9.6635958 9.0378407 11.8123644 4.2311636 11.1250241 8.9712107 6.3275329 6.3141527 9.8081950 6.7481083 13.6270925 9.2252195 10.1237465 13.5554628 12.8156813 8.4312698 8.9482989 10.2177543 7.7009127 10.6629362 9.9744038 6.4178643 9.2252195 13.5512814 6.1431077 10.3601756 3.2686440 -1.0168331 9.7752131 10.0904533 13.5622280 9.5430914 14.7137197 9.1080037 10.2599422 5.9499434 13.3882447 10.2949846 12.3032611 11.7976305 13.6177637 11.9691672 11.0995802 2.8901354 10.5058178 10.8910658 10.4000338 9.3085418 9.5826843 7.7760263 10.0354647 13.1539438 10.1415304 11.7379150 5.8658792 6.8381047 9.3995061 13.0464312 10.5192406 12.4327074 7.9959723 -1.0168331 -0.4318706 9.9867542 12.4028015 11.5698380 7.3275320 11.0899628 11.661616 13.317649 10.938884 10.927216 6.754726 11.954510 10.524575 6.806604 10.264007 11.992998 6.616231 9.547386 12.625788 8.511690 11.589063 11.005604 2.738119 14.591173 7.676950 7.102177 7.436919 8.653893 9.929046 9.984293 9.329196 9.063388 6.401089 9.711582 9.808195 10.688653 10.683459 9.968723 11.532419 12.463900 4.522395 10.409501 5.182907 13.190114 9.574759 7.127894 10.263137 9.731752 12.633166 8.993764 8.400034 2.231156 10.625739 10.799820 10.550717 11.717840 10.504837 10.552142 11.035974 10.649238 10.995651 9.374480 10.119907 10.770731 1.683696 1.442652 -2.016833 10.171516 10.861904 10.243274 2.627093 9.667985 7.479091 11.209347 TCGA-EV-5902 58 0 NA 578 kidney stage i t1 nx m0 19-3-2015 male 2010 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white NA 71.55.0 NA NA 3 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.219503e-06 6.935946e-07 10.5014773 9.7280567 4.2836922 6.1712188 12.9677399 10.3717464 13.3633298 NA 1.6217120 4.1544131 4.4023402 8.4444285 11.1453999 8.6631948 11.3986247 11.0597966 10.5177204 9.5152567 8.4293699 11.0274691 6.5337876 6.9904603 9.4875649 NA 5.6301433 NA 0.9617715 10.3913207 9.9573297 9.0732729 3.0123899 7.6179339 9.8268349 9.5690948 7.2365586 9.1565213 7.7691191 5.9553105 10.3790143 10.3190023 7.2285513 6.1316903 0.7393297 10.9236276 10.3503969 1.4763298 8.0416301 8.0030327 9.8448441 10.0564078 7.9455726 1.1543888 11.0653015 8.2015334 9.1115116 0.4763298 1.4763298 8.9936135 9.1345493 3.9617622 2.4023402 9.4182656 6.7982657 10.4627487 11.2864273 7.6701095 11.0496024 9.2332276 8.5467270 5.6701095 16.0928980 8.6984081 11.7884265 4.9092979 10.2298888 7.4987056 -1.8458057 4.0929347 9.6617086 9.1442440 8.6592285 10.0643026 9.3280867 8.5921617 7.9324864 6.1027778 14.4216901 10.6357045 NA 11.5496760 9.3755376 11.7198687 NA 9.6925986 12.3536985 8.8188570 8.8548494 8.1572246 7.7819432 11.1111487 8.7327824 8.3185622 0.1544536 10.0189827 2.3243210 NA 9.7608147 1.3243498 7.4374983 9.9841323 10.1778174 7.6014930 9.4937030 8.9488254 11.1107204 9.8018681 10.2554004 13.0377688 0.1544536 11.0489829 10.8016431 10.4197316 10.2949198 10.7603520 NA -0.2606703 2.4763298 0.4763298 7.5552893 13.4136011 10.9884855 7.2785312 9.8882723 10.7638192 2.4023402 7.7223656 5.4942588 11.1682557 8.2655452 11.4168554 4.5973524 4.8268332 11.4162107 2.0612923 3.1988084 8.9357694 -1.8458057 8.2798232 13.2640770 11.6502646 11.9781749 9.2836926 4.3832273 9.9936134 7.6402392 10.8087234 8.9316650 9.5014772 3.3243354 8.9242062 10.0836680 8.3940082 12.7758892 11.0797786 11.5536875 9.7723362 8.2431978 6.0634016 12.8462621 8.0998533 10.0240034 7.1201943 7.8634931 NA 8.9308426 10.6432539 0.1544536 9.0906280 10.7851318 9.0522550 10.7419527 8.4455802 10.4132701 10.9455724 9.1940141 8.8048422 4.3832273 8.5563558 10.1259531 -1.8458057 9.5864294 9.3957969 7.0431531 11.5391933 11.3860808 9.6993739 10.2137541 9.1788568 9.5848622 10.9017823 8.7571086 10.6921133 9.1994866 6.8720863 10.6260848 4.0370483 NA 6.9126331 2.3243210 10.5611461 1.7393729 7.2178046 6.0888073 6.2042581 -1.8458057 NA 11.5836855 9.8613373 11.1740003 11.4070750 7.4695588 10.0590443 6.1484806 8.9825462 10.5661854 10.9289908 9.3969883 9.8548494 10.3258992 6.2733499 8.6887126 0.4763298 NA 9.9435356 8.2694531 8.7700391 7.6896849 9.7482675 13.5878646 9.3975835 4.5637988 11.1069689 12.2306407 10.2448528 NA 3.9336671 -0.8455464 3.6462664 7.6661622 15.1632540 10.2338944 8.3104928 11.4287877 0.4763298 8.7041942 8.8552915 10.4541900 9.6447590 7.4398118 11.6910211 9.9291967 11.0084988 10.3624213 1.1543888 10.1448681 9.8996637 5.8352268 6.9788912 10.3258992 0.01216200 0.01542600 0.04591500 0.99078000 0.01970700 -0.00657930 -0.00048315 -0.01787700 -0.01361400 -0.02130900 -0.00187590 -0.00187590 -0.05443200 -0.00418170 -0.00418170 0.01216200 0.00313620 0.01607100 0.01607100 0.01607100 0.01607100 0.04648200 0.98145000 -1.00600000 -1.07270000 -0.00657930 -0.01842700 -0.01842700 -0.01900600 -0.01883900 -0.01883900 0.01537200 0.01537200 0.00000000 0.88075000 -0.00395230 -0.01361400 -0.02130900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.881 0.881 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.765 1.765 0.000 -1.060 0.000 0.000 0.000 0.000 0.000 0.000 0.981 0.981 -1.025 -1.025 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.881 0.881 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.765 1.765 0.000 -1.060 0.000 0.000 0.000 0.000 0.000 0.000 0.981 0.981 -1.025 -1.025 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.000292 12.325039 11.278046 12.449317 10.574633 -1.845806 2.402340 9.847025 10.811764 NA 7.685791 6.480839 8.845281 9.973790 3.154405 4.739373 6.650265 6.182315 4.304153 8.444429 11.467293 9.786950 2.476330 9.225201 10.833989 10.890812 4.854848 13.601234 10.700822 9.531620 12.288502 4.854848 7.480839 8.270754 8.831248 10.864140 9.5218244 10.4238286 8.9242475 7.7412492 11.0051825 9.3255863 9.7209394 10.9115912 3.9092931 9.8352086 9.3035216 6.8478967 2.1544212 9.7598892 6.2939608 12.9780256 10.7316024 9.9283730 12.6116622 12.4865161 7.6138410 8.0732729 10.1505300 4.6301433 10.0278538 10.4106183 3.3243354 2.6138381 13.0861166 5.8891182 9.2530996 0.1544536 -1.8458057 9.8522459 9.1473479 12.3026478 9.8036657 13.0377688 9.4188521 8.7810311 6.4837577 10.5012003 9.7327822 13.4679658 11.4168554 12.1782506 12.9145578 11.3144386 0.7393297 11.3052675 8.6341899 10.3583693 9.6552515 8.3940082 8.0522550 9.9975455 12.5504122 6.2629348 11.3036772 6.0792224 6.8617693 8.3293353 13.4125457 11.2243628 12.6395471 9.0807056 -0.8455464 NA 8.7589627 12.4713982 11.4477174 6.9967604 10.9380217 11.5752909 12.2417895 10.5177204 11.0274691 2.6138381 11.7755457 9.6507640 2.9617715 10.0313101 11.4827437 7.2285513 10.0799640 12.1006561 9.2946003 11.2044283 9.9067902 1.7393729 13.2125282 8.5853536 6.8054614 7.1115113 4.7837657 9.5853847 9.6427519 9.1042363 9.0522550 0.9617715 9.2504659 10.5017541 9.1136872 10.7894475 10.1970949 11.7623178 10.8918682 -0.2606703 9.8737984 6.0552759 13.0031230 9.0309264 6.9192817 9.2836926 8.7499187 11.9605564 -1.8458057 8.5627393 0.7393297 10.6432539 10.6179340 11.0496062 11.5391933 11.2684773 9.0139443 10.6921133 11.0827429 10.7538575 8.6492652 10.1892086 10.5994245 -1.8458057 -1.8458057 -0.2606703 8.3491666 11.1442440 9.3886283 -0.8455464 8.7041942 8.0821874 11.6234154 TCGA-EV-5903 57 0 NA 757 kidney stage i t1a nx m0 19-3-2015 male 2010 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 71.55.0 NA NA 1 3 4 6 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 3.225215e-06 7.282743e-07 10.38743848 10.05192617 9.61395996 0.50019018 12.41861529 9.36020294 13.42563324 -1.49980982 2.05481375 5.88392135 6.75288370 6.42502955 11.20044084 8.41011083 11.90269705 11.64168641 10.18846818 9.36826876 7.47463235 10.90934357 8.24336919 5.43095427 12.76245957 1.30754510 4.28157957 NA 4.40710798 10.58070233 10.38133183 8.65123435 3.92648340 8.46455882 9.55414370 8.95862463 10.56697979 10.21188489 9.32039690 4.85777204 4.52258310 10.35235721 6.86216124 11.88351715 7.00006424 10.16865971 9.82777045 2.40710798 11.49191686 8.25844119 10.00105979 10.46491970 7.75524613 8.40861040 11.30342271 9.14046272 7.56361272 8.82777045 3.99207048 10.03257379 7.64996531 5.20065736 6.05480724 10.15261480 6.59825055 9.06150594 10.57402476 7.67264527 11.08634930 11.97303563 10.40485247 9.08986913 15.43214419 8.20065736 10.39351938 4.33310883 9.99806967 7.77168094 6.20757664 3.70224750 7.53639177 9.35374584 7.65756498 9.73443663 10.72150288 8.45877078 8.85226139 6.88823548 12.70989969 11.86804213 1.67016051 11.70860469 9.53075395 9.37135303 NA 6.74814588 11.73308847 7.89468076 10.02916035 8.42947621 10.24336931 10.92280833 8.58900614 7.21037036 -0.49980982 8.93796990 3.58767702 NA 10.18803095 4.69004268 8.45586762 9.65059979 9.38438833 8.48178531 10.64360108 9.70784242 11.50499666 9.42577231 10.36633762 15.67695593 5.43095427 10.72461753 11.57853549 10.71514409 6.92648221 10.78243756 -1.49980982 -0.49980982 2.08518668 1.30754510 7.74577044 12.86585683 11.51789626 7.11492813 9.33705720 10.48712655 8.16910273 8.27665113 5.32039803 11.46473927 9.90642285 11.65970139 7.00404402 7.55820946 10.57435937 7.10384379 5.67014351 7.33626821 -0.49980982 10.32676641 13.42359180 10.13184963 11.45804543 9.70540016 7.08141846 8.81083059 7.09267470 10.51952362 7.40710883 9.32278872 7.07764678 9.71138821 9.23915455 8.84118063 12.60399742 11.43961342 12.37058261 10.19805429 8.74339177 6.33095451 11.88432707 9.13955851 9.19370473 8.69374341 8.00205494 NA 9.10569746 10.86763265 5.60780078 7.20557335 10.91516734 8.52950513 10.91938806 9.13230436 10.59132262 11.55804042 10.51598135 8.82172903 4.69004268 9.15126953 10.25301660 NA 8.89575188 9.03159921 7.18671844 11.80528210 10.95964947 8.89682281 10.59264465 9.07007344 9.73323824 11.10894858 8.67264527 10.87444227 10.21145469 6.15127029 10.99682201 5.18671844 3.35819931 6.62433928 3.25510790 10.47427389 4.20066128 8.95657218 4.70967111 3.45441281 NA 0.50019018 11.85364044 10.62563132 11.01443878 10.90934357 7.82889303 10.75878094 7.35514844 8.87851262 10.76407391 10.90216397 9.09547535 9.95503129 12.25092487 2.58767702 8.51563283 -1.49980982 NA 10.11814439 8.18496656 8.74695831 7.89038711 9.77168094 13.29316065 12.56420273 1.08515268 11.10384425 13.19702244 10.60972209 2.89252703 4.20066128 1.08515268 0.08515268 7.64996531 15.48845876 8.64742281 8.59033030 12.07682031 NA 9.13502894 8.88243121 10.20455391 8.58900614 6.92648221 11.82889279 9.95913707 10.37980115 9.59321948 5.98403331 9.39200158 9.65882753 5.31040556 6.28157771 11.13230429 -0.00083160 0.01349200 0.00666530 0.00000000 1.12080000 0.00000000 -0.00691950 0.54912000 -0.03463100 0.08175500 0.08175500 0.08175500 0.09304000 -0.00083160 -0.00083160 -0.00083160 0.01349200 0.00666530 0.00666530 0.00666530 0.00666530 0.00694350 0.00000000 -0.00097017 -0.00097017 0.00000000 0.00319100 0.00319100 -0.00691950 -0.00207840 -0.00207840 0.57719000 0.57719000 0.00332990 0.56739000 -0.59107000 -0.03463100 0.08175500 0.000 0.000 0.000 0.000 0.000 0.000 0.577 0.000 0.000 0.567 0.567 0.549 0.549 -0.591 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.121 1.121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.577 0.000 0.000 0.567 0.567 0.549 0.549 -0.591 -0.591 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.121 1.121 0.000 0.000 0.000 0.000 0.000 0.000 12.9089457 12.3875337 10.9751913 12.4132007 9.5198086 NA 2.5876770 9.7780865 10.5322050 -0.4998098 8.0605506 6.8533645 8.8028569 13.0210864 6.8445137 7.8795961 6.8311349 8.3674964 6.9348455 8.0643672 11.3626615 9.7971341 2.8221387 9.6974345 10.1805774 10.1989226 7.2978792 8.6863321 10.9609298 8.9575986 12.2077841 4.6701435 6.9960735 8.1884682 9.8577699 10.3255742 9.75288337 10.33784576 9.03646514 NA 10.11216489 9.10477119 7.90535932 11.23535077 2.95964034 10.53054016 9.06341423 6.49457082 5.82214632 9.79828046 6.19370473 13.69158559 9.99156989 9.94316137 12.74918315 12.22302541 7.66260928 8.65123435 10.52085063 8.02573867 10.40296983 10.19021581 5.69989028 9.73862261 13.43220188 2.95964034 9.53019523 4.95964962 0.08515268 9.85115701 9.79541290 12.80414129 8.66134986 15.67695593 8.54597763 9.94781779 5.04278440 13.15093308 9.70845230 12.47274899 11.65970139 12.98359282 12.11619228 10.53364092 2.67013785 10.46780442 11.09896828 11.08776103 8.92753058 8.84118063 7.48890217 9.88392211 13.11900484 10.16199598 11.61818560 5.84006789 5.93484671 8.70723211 13.14081474 11.05839937 12.13548254 7.78098850 NA NA 9.08893263 12.54102128 11.38211381 6.56091362 10.91965144 11.691431 13.027695 10.188468 10.909344 5.660090 10.250925 10.226010 6.085180 10.140915 11.837979 6.862161 9.418336 12.267883 9.279116 11.323784 10.313999 2.200661 15.309597 8.219333 6.376735 7.405876 8.372123 9.455141 9.997072 9.169103 9.024877 6.790236 10.130940 8.547342 10.115848 10.705706 10.027206 10.959649 11.457138 3.358199 11.054327 7.326767 12.586441 9.541192 7.251762 9.705400 10.015844 12.598990 7.379801 8.901097 3.500216 10.867633 10.742201 11.503560 11.805282 10.830575 9.525357 10.874442 10.972909 9.964983 8.956572 9.998568 10.282397 2.200661 -1.499810 -1.499810 9.924909 9.982396 9.865447 1.085153 9.135029 8.764661 10.911199 TCGA-F9-A4JJ 35 1 325 97 kidney stage iii t3a nx mx 19-3-2015 female 2012 NA NA NA kidney papillary renal cell carcinoma yes NA NA black or african american NA 266.43.0 NA NA 1 1 2 2 2 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213791e-06 4.508365e-07 11.13775127 10.03284884 5.16369999 NA 12.41549942 6.47666035 12.72098872 -0.98593042 4.33948661 3.01394457 7.01395350 6.67928867 10.08004242 8.74187378 12.47030761 4.89659639 10.77716554 8.96523798 5.56854292 11.15222500 7.35380317 4.53751351 14.13322182 0.01392671 3.10141476 NA NA 10.85039815 9.16242985 8.25235794 3.59891302 9.15222500 8.87348810 10.06855756 9.24397367 10.55795167 10.36710008 7.32683572 4.94468981 10.47082093 3.92084588 8.96377986 3.40626454 10.24397367 8.73846691 1.33588338 8.83572705 8.75035527 10.21730125 10.67573126 7.85630351 9.97540291 9.86648272 8.37896326 8.25950601 5.99123385 3.01394457 10.89391928 7.74866249 3.10141476 3.82131225 10.92422113 2.71439940 9.53260626 7.16877139 10.23493607 10.62678480 9.32342952 11.90288668 8.79038629 15.32805844 8.13289450 9.17256277 5.22340710 10.99194857 7.28541609 6.34486932 2.77416505 6.57619559 9.28658294 8.01113275 9.78874019 9.55311202 9.10671028 9.60360428 6.32683572 12.71309182 10.70831107 NA 11.73312810 11.09731286 6.47338430 2.92084588 6.03632090 10.45793271 7.85630351 9.98621508 9.35045968 4.89659639 11.55722674 8.83093694 7.25998142 0.01392671 8.70569666 -0.98593042 NA 9.61386606 2.18386758 8.41055777 9.33813378 9.88662803 8.62313197 10.89468463 9.64694836 11.92131898 9.15606032 10.47184701 13.59197201 7.41909472 10.98424605 10.36765139 10.83293470 8.54338375 9.83970707 -0.98593042 1.82130204 0.59893683 NA NA 13.85423938 8.31316103 2.59891302 8.30627500 11.00086184 1.33588338 8.39765752 10.59421178 11.41509938 6.33588159 12.37880329 11.59562454 7.52965309 11.49625696 2.33588338 0.59893683 8.18638071 NA 9.99837168 15.01799806 10.18887884 11.14870034 9.40734362 6.35380317 9.61200575 7.72819876 10.52898274 3.18388346 7.41055820 5.48968743 10.79142633 10.15669846 8.61572416 11.70918150 12.21024794 11.92534518 10.08608579 9.39333146 7.63552877 12.78698935 9.47338491 8.24996720 9.75120058 6.82773393 NA 7.72131250 10.76800555 5.17321940 8.33858397 10.80593004 7.92384623 10.73761418 10.14259200 7.72819876 12.94478291 11.17948835 9.26101430 3.92084588 9.75373389 10.36985478 NA 10.91331011 8.82613055 6.67928867 12.12590390 10.37095533 10.07059085 11.14355821 9.99337844 8.35602801 11.27999888 9.81566156 10.64921782 9.34374958 1.01392671 10.12443645 1.33588338 1.82130204 6.21362529 2.01396243 9.95279759 2.59891302 7.36736495 8.78936605 3.10141476 3.96814606 1.01392671 12.03423869 10.21055531 11.01782241 11.11625701 8.68991029 8.45896800 7.13128491 9.07194497 10.84605204 11.00405715 9.68372417 9.65329384 10.74950921 7.38027576 9.43496614 1.01392671 1.01392671 10.41803031 7.97973728 9.75457722 8.82773425 10.57905529 12.35963564 9.82693263 2.47339729 8.90877088 12.28176402 11.60570928 NA 9.17576535 0.01392671 3.71438841 6.76884067 13.48340424 8.64148714 7.97105548 11.87659054 NA 10.00121718 9.38839492 11.31287496 9.15478293 7.18387850 12.12964715 9.29819892 9.33588137 9.14452365 4.68637726 9.86960032 10.15542176 3.87193234 6.44473994 11.08071515 0.0181030 -0.0089666 0.0223040 -0.7509800 0.0151680 0.0000000 0.0172640 0.0094491 -0.0102320 -0.2778600 -0.2778600 -0.2778600 -0.2848800 -0.7251700 -0.7251700 0.0181030 -0.0111030 0.0223040 0.0223040 0.0223040 0.0223040 -0.7232700 -0.1340600 0.0253900 0.0253900 0.0000000 0.0270760 0.0270760 0.0225850 0.0119580 0.0119580 -0.7497100 -0.7312600 -0.7315200 0.0329860 -0.7302900 -0.0102320 -0.2778600 0.000 0.000 0.000 0.000 0.000 0.000 -0.731 -0.732 -0.556 0.000 0.000 0.000 0.000 -0.731 -0.731 0.000 -0.545 -0.725 0.000 0.000 0.000 -0.130 -0.738 0.000 0.000 0.000 0.000 -0.729 -0.729 -0.136 -0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.708 -0.278 -0.278 0.000 0.000 0.000 0.000 0.000 0.000 -0.731 -0.732 -0.556 0.000 0.000 0.000 0.000 -0.731 -0.731 0.000 -0.545 -0.725 0.000 0.000 0.000 -0.130 -0.738 0.000 0.000 0.000 0.000 -0.729 -0.729 -0.136 -0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.708 -0.278 -0.278 11.33813372 11.98225999 10.54679609 5.70045359 8.86257599 3.40626454 2.92084588 10.48053950 10.43632292 3.18388346 9.48359492 5.56854292 8.83572705 11.71352567 7.67928937 7.32229233 6.16369999 8.08273133 7.50179341 8.38899282 11.51255313 9.83173635 3.87193234 9.23312184 10.10008948 9.97540291 5.37150659 0.01392671 9.88123191 9.03632090 12.20515587 0.59893683 6.03632090 3.87193234 5.05834680 9.91557438 10.2221875 10.0699134 9.6978251 -0.9859304 11.0977649 9.7427241 9.2475730 10.0342387 5.5531116 10.7713432 9.9080131 7.0746489 6.6650047 10.1335428 5.8965964 13.4868344 10.5545656 9.8293365 12.7388933 13.0329357 6.4977688 10.9645091 10.1838782 5.9208435 10.6943127 13.2592831 11.2851244 9.2499674 13.3986021 7.0195774 5.7143939 8.6175795 5.5685429 11.0276248 7.4105582 12.6839455 10.1205161 13.5919720 9.4906995 8.2234066 6.1266529 9.8357272 12.7637179 14.5508682 12.3788033 11.6341730 12.7356932 8.7705096 4.5058084 10.5482561 7.8935363 10.1231309 9.6659019 8.6157242 8.7091814 10.4992794 12.2093254 9.5207566 11.8908461 6.1328935 7.8843177 6.7418741 13.5492723 10.9227211 12.5123038 8.0335441 1.0139267 -0.9859304 12.0776853 13.0250057 11.5797384 6.6934340 10.6106089 10.99230619 12.09527019 10.77716554 11.15222500 5.92084350 8.48968663 10.69738646 6.39765752 10.05971286 13.12349088 3.92084588 9.21974645 12.00316317 9.46825258 10.89888688 9.68372417 2.82130204 12.91679933 8.54883963 8.69694771 8.19729092 7.82452475 8.55698496 9.81404422 8.59891563 9.25355183 3.18388346 8.03632090 10.66096185 8.12247756 11.61804305 9.98333967 11.05355770 10.77217640 4.96815067 10.49221723 2.59891302 12.87877677 8.94764395 6.14323626 9.40734362 9.33668128 12.82913632 7.62128340 9.67751124 3.10141476 10.76800555 10.90839202 10.46206950 12.12590390 11.25355171 7.34487021 10.64921782 11.95848225 9.97105520 8.27134116 10.60641021 11.66657411 4.22340710 NA 2.59891302 9.95939706 8.15043173 8.36268116 0.01392671 10.00121718 7.79531305 10.89964959 TCGA-F9-A7Q0 37 0 NA 398 kidney stage i t1b nx m0 19-3-2015 female 2013 NA NA NA kidney papillary renal cell carcinoma yes NA NA asian not hispanic or latino 376.31.0 NA NA 1 1 4 2 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.20010374 10.93446416 6.60019094 2.71567377 10.01734015 8.78820282 11.44672597 3.01522993 0.49026205 5.71566827 6.61514112 8.19513742 10.12440607 8.40969090 11.95810940 12.03377634 10.98892578 7.79001544 9.51706561 11.71956436 7.91307370 6.69470890 12.07929747 2.47466966 7.46643951 0.01521209 NA 11.42832735 9.61885476 9.83859555 4.56981916 9.30755011 9.89634240 10.53092821 9.41504032 10.07524875 10.02435722 5.72947392 13.12236372 9.53879033 6.82258358 8.14708533 NA 10.57173444 9.43939458 0.01521209 9.80231473 9.33715646 10.04520568 10.37552680 8.67343982 10.58650703 10.79555081 9.12808483 8.42885634 9.36284967 5.30062895 9.75247565 8.60581543 3.82258740 5.64458601 10.10467881 1.01521209 10.57699369 8.38155074 3.33715446 8.24395083 14.11231405 11.19420441 7.13934977 15.13033302 8.50908377 10.35674719 5.50708104 10.57556118 7.30984920 3.71566278 3.59778143 4.33715446 9.65003948 8.72603487 10.46746963 8.82579993 9.18890554 9.02225572 5.60018946 13.86184510 10.11851625 -0.98478791 11.50833327 10.14965466 10.27849755 NA 7.84811838 11.69030329 8.84177692 10.27908436 7.39460674 8.79822650 11.31157106 8.37717235 6.89020955 -0.98478791 9.26434173 -0.98478791 0.01521209 9.45713500 1.60017459 8.72258761 9.19638057 10.51806022 8.51905395 10.85127876 9.05140201 11.43797912 10.43308088 10.92774352 12.36077223 3.10269172 11.18104613 10.83341108 10.74909107 8.33940911 9.57173444 -0.98478791 -0.98478791 2.60019838 2.47466966 8.84177692 13.76211005 12.43281723 11.08064454 10.51905414 11.89768038 3.01522993 8.20998502 8.02365678 10.81653259 12.84316646 11.21394352 7.54660975 5.20505229 11.30812517 4.94596346 1.82256701 4.01522993 0.60017459 9.87398648 12.90263941 10.27202681 12.56993714 9.19264790 2.33716873 10.62070791 8.29367763 10.90121069 2.01521209 7.80313079 10.20690459 9.82850449 9.55244682 7.82580025 10.90777120 10.42673942 11.09970463 9.01381870 9.28966481 8.48982669 13.60686761 8.88405082 8.94596580 9.14064191 8.34614537 0.01521209 7.53092831 10.88096165 1.82256701 6.78533084 10.26671077 8.30984920 10.54855810 8.53486468 10.10269120 11.84910676 10.27673568 9.97862309 2.82258740 8.66986441 9.89174528 1.33714018 10.13287151 9.54074916 5.31901090 11.69074445 10.47414762 9.90397160 11.14322274 9.93334617 8.30755011 11.60404138 9.63728021 10.97378108 7.72258761 4.14451142 9.99322373 4.84811713 1.01521209 6.49904381 1.01521209 9.35173499 0.01521209 8.72431227 7.14657071 7.25840209 NA NA 12.26745030 9.47875284 10.49854030 12.49134170 6.20505229 7.82177781 6.10300869 7.51108372 10.85364446 10.24344583 9.05551807 9.71132661 12.26167211 5.89787207 9.33264103 NA 0.60017459 10.61607047 8.77511673 8.76509776 8.53289783 10.36837517 12.78743985 8.67700640 3.10269172 10.94707392 11.88751849 10.12831931 3.96942682 2.92212171 NA 2.47466966 6.00391251 14.35560011 9.98173380 6.38154987 11.63476060 NA 9.00391307 8.62883373 11.00922819 8.74824385 7.14451142 11.72882972 9.65637695 11.31957972 10.18275312 4.50708422 9.01240777 9.65998591 4.30026286 9.02095106 11.51158288 -0.700010 0.019363 0.209010 0.184950 0.214370 -0.720730 0.211000 0.153670 0.113890 -0.296380 -0.298980 -0.298980 -0.298980 -0.739170 -0.709880 -0.700010 0.019363 0.188910 0.196190 0.196190 0.196190 -0.672330 0.227150 -0.690610 -0.702540 -0.697070 -0.692420 -0.692420 0.190460 0.181470 0.181470 -0.704560 -0.704560 -0.707200 0.174370 -0.685700 0.037818 -0.296380 0.199 0.199 0.181 0.181 0.189 0.189 -0.677 -0.707 -0.712 0.174 0.174 0.154 0.154 -0.703 -0.703 0.000 0.000 -0.699 -0.699 0.160 0.160 -0.698 -0.748 0.000 0.000 0.196 0.196 -0.679 -0.679 0.227 0.227 -0.691 -0.691 0.203 0.203 -0.697 -0.697 -0.692 -0.692 -0.299 -0.299 0.199 0.199 0.181 0.181 0.189 0.189 -0.677 -0.707 -0.712 0.174 0.174 0.154 0.154 -0.703 -0.703 0.000 0.000 -0.699 -0.699 0.160 0.160 -0.698 -0.748 0.000 0.000 0.196 0.196 -0.679 -0.679 0.227 0.227 -0.691 -0.691 0.203 0.203 -0.697 -0.697 -0.692 -0.692 -0.299 -0.299 9.5110833 11.3289618 11.1318973 10.3258412 9.3727804 NA 3.5387865 10.5060792 10.6731542 0.6001746 8.0124078 3.1026917 8.9679698 11.1244061 7.9694245 8.9882081 6.0920446 4.8481171 7.3235673 8.0786237 13.6160705 9.9176035 4.0152299 9.4736349 9.8710391 10.8177448 4.8481171 11.7041343 10.8366038 4.5387927 12.8312080 5.5543862 6.0813183 8.8963424 8.2749717 10.5135790 8.9236210 9.6179273 9.6805644 NA 10.9217432 8.6572802 9.0278529 10.2855237 4.4414901 10.2062875 9.5621228 7.4118330 5.3190109 8.5524466 8.6169990 12.8110651 10.8599342 9.7701159 13.2975205 13.3711988 5.2631546 7.0375964 9.5466099 7.0320369 10.3628498 10.6563770 5.2820135 4.6001924 13.3185811 8.1341696 8.7431487 1.6001746 NA 10.2595923 5.7294739 12.3043828 9.7482437 12.3607722 8.9548076 7.7734518 7.1146283 8.8080188 9.7499380 11.2377214 11.2139435 10.8626773 12.7026041 10.5050763 6.1851529 10.6761157 9.4889341 11.2331861 9.6885374 7.8258003 8.3683751 9.4818148 11.8471294 9.2234629 9.9795692 7.2246818 6.6001909 7.3902679 14.3910237 10.5582602 12.6410514 8.6787864 -0.9847879 NA 8.5964291 11.6025371 10.4865175 7.7998631 10.6128154 10.8852077 12.1689387 10.9889258 11.7195644 6.5309275 10.8728207 11.1538202 5.6445860 10.4357151 8.5379863 6.8225836 8.2222428 11.8563170 10.1637050 10.5850840 9.4267394 3.3371545 12.5289560 8.1645691 7.2866917 7.1602940 7.2001041 9.2476494 9.2416405 8.5907678 9.0866906 2.4746697 7.5543870 9.2050530 8.0095818 11.9935814 9.9788470 11.3472649 10.6197816 3.8732128 10.2124451 1.6001746 13.6778078 7.6554735 5.8732103 9.1926479 10.2232310 13.1810775 6.7499378 9.8128900 2.9221217 10.8809617 11.4083507 9.6671770 11.6907445 11.2852316 6.7701154 10.9737811 11.3078376 9.5456346 8.6876539 10.5085835 10.5085835 NA 0.6001746 NA 8.8669775 10.3757902 7.8096440 3.7156628 9.0039131 8.0840068 11.3771722 TCGA-F9-A7VF 75 0 NA 73 kidney stage i t1a nx m0 19-3-2015 female 2013 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 344.34.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.2570652 8.2921849 7.8587413 2.0730318 9.6378010 6.0116164 13.0609909 NA 1.5095438 5.1319104 5.5104208 7.7407192 8.8234443 5.6173367 11.4689075 12.6600125 8.7477972 7.6276054 5.8456055 11.8508196 7.7595167 4.6255569 10.0888959 2.6579829 6.5648689 NA 6.4767381 10.5406219 10.3676371 8.8609190 5.5104208 8.0953844 9.0767686 9.3934409 8.4681935 9.1246784 7.8144831 5.4422502 8.9433810 8.7803754 7.2362467 7.8189707 5.3460350 11.6517035 9.5473984 1.4880522 8.5541429 6.4880538 10.3437010 9.6160481 7.2429416 6.6877256 11.4908689 8.8587413 7.7780725 2.6579829 2.6579829 8.1604791 9.4767385 5.1027631 5.6778775 10.5324480 7.8499974 11.3405834 3.6579829 6.9799064 7.7501020 11.8687854 9.4320338 6.4767381 16.0467585 8.2726886 10.3760359 3.4880522 10.8122344 7.9998067 2.0730318 5.4244552 10.4710474 9.1745545 9.4653338 10.4458814 7.8323495 9.9698533 9.3630352 5.2954071 14.2629953 11.1936863 NA 11.2458605 8.3526425 7.1745542 NA 7.8717580 12.7764874 8.2595432 7.6877263 7.1101053 9.4964825 10.2986254 6.3949445 7.7727626 2.0730318 7.8323495 1.0729976 NA 9.0076900 1.4880522 7.0194351 10.2808442 9.8456058 8.3304042 10.5906858 9.2244559 11.0249713 10.0436016 11.2661310 12.6174979 -0.5118964 8.8513783 9.5351778 11.3956956 12.2626350 9.6778783 NA -0.5118964 1.4880522 3.4880522 4.8099803 13.5951074 9.9718696 10.3904290 12.0560099 12.0000535 4.1319104 8.5648693 5.3706979 9.8792974 12.4384275 10.1099043 6.3335436 5.7918349 11.6082917 4.0730147 4.1884959 5.2954071 NA 7.9998067 12.6068327 9.2611930 12.0172403 8.7918346 6.4069176 8.7711421 8.4480556 11.3691908 7.9474856 9.5034688 6.9799064 9.1039961 10.6654733 6.4538385 9.9546402 11.8153258 11.5173411 8.5242275 10.9236825 7.8370034 14.1257542 8.4158317 9.2694136 7.8499974 9.8156065 0.4881036 7.4538377 9.8400973 0.4881036 8.9788846 10.4113813 7.7359811 9.3002311 8.1426896 10.4039332 12.4786897 10.1282988 9.6771742 3.1884959 9.2159744 9.5228528 NA 8.9392651 6.0730168 2.9474791 12.7479442 11.3264699 9.6803467 10.2767722 9.4795758 8.2295206 11.6172145 10.0711366 9.8489010 5.2429416 3.8803721 9.4922742 4.5755181 2.4880522 7.8009368 0.4881036 10.0842436 3.1884959 8.1174104 5.0730147 3.6579829 NA NA 11.8217683 11.2299421 10.5372217 12.8691912 7.3828713 4.5755181 6.0607910 7.3889205 11.6551583 9.6069949 7.8456061 8.3798375 9.2496051 8.4158317 10.2954087 NA NA 10.4084067 6.4653346 9.7216736 7.4538377 10.6554720 11.1556090 8.9164139 5.2159736 8.6043979 13.1602582 10.9607447 1.8099906 3.5755181 NA 2.4880522 3.8099803 13.3760360 11.3877884 5.8803721 9.9464604 0.4881036 7.7216734 8.0654829 11.2375043 9.1710484 5.5755181 11.1013829 9.1569388 10.9408099 9.5006784 3.2954145 8.1426896 9.5541431 3.5130864 8.4022894 13.0276974 -0.00819950 0.02034300 0.82187000 -0.00828540 0.82784000 -0.00041585 -0.00415460 0.76504000 -0.06088300 0.13369000 0.13483000 0.13483000 0.15039000 -0.00819950 -0.00819950 -0.00819950 0.02034300 0.80092000 0.80092000 0.80092000 0.86553000 0.01293400 0.00952320 -0.00595220 -0.01987400 -0.00041585 0.00041593 0.00041593 -0.00415460 -0.00484610 -0.00484610 0.01447000 0.01447000 -0.01162200 0.76274000 -0.00193990 -0.06088300 0.13369000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.765 0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.135 0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.765 0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.766 0.766 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.000 0.000 0.822 0.822 0.000 0.000 0.000 0.000 0.135 0.135 8.823444 11.503120 10.591997 12.283891 7.677878 NA 5.011616 10.234568 11.123436 NA 8.262841 7.406917 8.905906 14.878525 7.465334 6.174554 6.394945 7.914319 6.827904 7.209153 10.359959 10.684041 1.072998 10.232888 9.526410 9.466764 4.346035 15.399493 8.997829 6.955659 12.905511 6.442250 7.388921 10.354560 8.139106 9.232888 8.9164139 9.5887161 10.9834092 3.0730147 10.7460309 7.8803715 10.3042376 9.0017814 NA 10.3591891 8.5702030 8.4305684 4.4422469 8.0916803 7.3767974 12.4507691 12.4674790 8.3366766 12.9954769 11.8311923 5.4880554 8.2496051 10.6428719 6.0426421 10.4639019 11.1520566 3.9474885 4.7734584 13.8185506 5.5324479 8.1027636 0.4881036 NA 9.5433362 7.8189707 13.0457568 8.7641783 12.6174979 7.6579786 7.3828713 5.1368066 9.6604814 9.8223272 12.5633658 10.1099043 10.4466065 11.7120555 9.4781578 1.4880522 11.7624320 9.6378010 9.3767972 7.5104216 6.4538385 7.2022992 10.3153965 11.8843910 6.1319104 10.1391056 5.3949428 8.0349480 7.6479253 13.6553442 11.3300112 11.0626474 9.4595974 3.4880522 NA 8.7312277 12.2231867 9.7565725 6.8009374 9.4276330 11.6920135 10.9849077 8.7477972 11.8508196 4.8803721 11.1292024 7.0272127 3.3949394 7.7688248 9.6014443 7.2362467 7.7216734 11.7026765 9.3522399 10.5900295 8.4964823 3.0730147 14.6174576 8.3781357 6.9059068 7.0654829 5.6975070 5.2954071 9.0502963 8.8032035 8.5755166 2.2953998 8.8739162 9.6852706 6.3335436 12.1162715 10.0272127 11.0086725 10.1988602 2.0730318 9.3737502 1.8099906 12.2109425 5.3949428 7.5104216 8.7918346 10.1993078 11.6320747 1.4880522 9.3722243 1.4880522 9.8400973 10.7282250 8.6173367 12.7479442 10.3858993 7.1675336 9.8489010 11.6507598 10.0455175 9.1498320 10.7041934 10.4852333 3.1884959 NA -0.5118964 7.0116153 11.7480177 7.2759569 0.4881036 7.7216734 8.6250451 11.4110098 TCGA-F9-A8NY 38 0 NA 36 kidney stage iv t4 n1 m1 19-3-2015 female 2013 NA NA NA kidney papillary renal cell carcinoma yes NA NA asian not hispanic or latino 376.31.0 NA NA 1 1 1 2 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3889634 10.4780470 3.6013043 NA 8.4757719 4.3382675 12.2420832 NA 4.4010024 3.4902749 7.8064169 7.7290585 10.3078945 9.0728274 12.3473815 9.5615192 9.7336358 7.6310497 7.3855743 11.0241461 6.3621157 5.8576427 14.1576313 NA 1.4313555 NA -1.1536070 10.4766822 10.1929288 7.6343174 2.3058538 3.8006100 8.9936200 9.2006645 7.6665940 10.2392691 9.8832756 6.5329154 4.4010024 10.2252519 4.0558724 7.4684668 -1.1536070 10.5329157 8.9125044 1.1683211 7.6697822 8.3894468 10.1722827 10.7771525 7.4010041 9.2387327 10.8447587 10.0806338 7.5258950 3.1683372 5.9338771 9.3787711 6.8121991 4.7043962 3.7043962 10.1297409 4.9756990 8.7786298 7.0558681 10.4119933 10.9401562 10.4323166 10.5433827 7.3971621 15.6347639 7.5606607 11.0564776 3.8464131 9.1444778 7.2039675 5.3855725 3.4313823 8.9718286 10.0393243 9.1049811 9.7152377 9.4602046 8.6871930 9.1479113 6.4463274 13.6004153 10.3150391 NA 11.1893232 10.2030321 6.4086575 1.4313555 8.2536830 12.1851515 8.4086575 9.1873778 8.8336792 4.6277761 11.5039569 8.9431302 9.1636809 -1.1536070 8.3140208 0.4313555 0.4313555 9.6302318 3.4313823 8.8150819 9.5416434 10.6641983 8.2279581 11.1355695 9.3402705 12.0407503 9.3211351 10.2176473 12.3719360 5.6277761 10.4042186 10.3317414 11.2750370 7.8908090 9.5250153 NA NA -1.1536070 1.8464331 NA 14.1974234 7.1410363 5.0752331 9.3282147 10.0583034 1.1683211 8.9111580 10.1178781 10.8548438 9.4162708 11.8195923 8.9272328 5.9232300 10.8261975 1.8464331 3.5468574 7.9205565 0.8463930 9.5845075 14.7056587 9.4929738 10.8614817 8.4702965 4.5743377 9.5117511 8.4351297 10.4408097 3.7043962 9.4266738 10.4000444 10.3914326 11.9103157 7.8935388 10.4997081 12.4675512 11.6158398 9.9955271 8.6934723 6.2289091 12.6051589 9.0125782 8.7771524 10.7987924 3.0163359 NA 7.6665940 11.3485011 5.4177884 8.2376803 11.1064526 8.3160570 10.6170791 9.6521589 10.1767718 12.1377298 11.1851515 9.1951433 4.3699759 9.1851515 9.7236993 -1.1536070 11.0241461 8.7697427 5.6277761 12.6051589 11.0207166 9.4153214 10.4486500 9.9673009 9.4574400 10.6672802 9.0752339 10.1884898 9.7397167 -0.1536070 10.1450506 4.4902685 0.4313555 8.0776361 4.4010024 10.2355087 3.3058538 7.2301194 8.5232538 2.4313823 NA NA 11.4893694 9.8121995 10.7446386 11.1459094 9.8251256 7.8147651 6.3557951 9.0931558 11.2653218 10.3492469 9.6104574 10.2127374 11.2047916 3.3699829 9.5828172 NA 1.4313555 10.0062865 7.4276154 9.5520475 8.3119817 9.8186769 11.9003410 11.1714395 NA 7.9627590 11.4100881 11.3017424 NA 6.8053157 -1.1536070 2.5468574 5.5878810 13.5380496 8.9232306 6.7533064 11.5012749 NA 8.1705956 9.5758915 10.3447657 9.5153001 7.3816909 11.4657181 9.2810433 10.4952221 8.7351583 5.3542088 9.7106012 10.1638278 -1.1536070 6.4749697 11.1358577 -0.00929660 0.62384000 -0.01508400 -0.01613200 0.68790000 0.69536000 0.67953000 0.68734000 0.01332200 0.18827000 0.18827000 0.18827000 0.19278000 0.02353600 0.00080183 -0.00929660 0.62384000 -0.00805430 -0.00805430 -0.00805430 -0.01690600 -0.01439600 -0.00418460 -0.01670600 -0.01670600 -0.75082000 -0.00973690 -0.00973690 0.67953000 -0.01243300 -0.01326100 -0.01053800 -0.01053800 -0.01480800 0.70004000 -0.00943460 0.01332200 0.18827000 0.680 0.680 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.690 0.690 0.687 0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 -0.725 0.624 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.688 0.688 -0.055 0.695 0.000 0.000 0.188 0.188 0.680 0.680 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.690 0.690 0.687 0.687 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 -0.725 0.624 0.624 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.688 0.688 -0.055 0.695 0.000 0.000 0.188 0.188 9.640018 12.305975 10.822621 5.518840 9.106158 -1.153607 3.305854 9.775673 11.141395 -1.153607 9.430438 2.431382 9.383633 10.495222 6.553774 5.944446 6.771228 7.055868 6.247295 8.154754 8.481226 10.636356 -1.153607 9.440740 9.852019 10.050375 5.823696 -1.153607 10.166087 5.203969 11.986762 NA 7.420062 8.134127 8.033767 9.773452 9.6871930 9.6310501 9.6112867 NA 10.3571793 9.2203677 9.0895892 10.1812471 4.2039685 10.5302870 9.6195544 7.5640916 4.5468574 9.3894470 7.2558057 13.6212022 11.8249469 9.6537700 12.6773264 12.9146896 5.3221481 8.9151934 10.6836488 4.0163359 10.1666516 13.3821158 10.4162707 7.3777962 13.4452237 6.6079664 8.7121483 8.6617984 -0.1536070 12.4829265 5.5188404 12.4886925 9.0424025 12.3719360 9.2171025 7.8236952 6.2069557 9.9980660 12.0141469 16.9810370 11.8195923 11.8354548 12.9222285 9.3640845 1.8464331 11.3107056 8.8421822 10.9542860 8.5589422 7.8935388 7.9312233 10.1513368 12.4866601 8.2192803 11.8105719 6.6919054 7.1038029 9.5276535 13.3650234 10.1433313 12.1936212 7.9098103 0.4313555 -0.1536070 11.6019287 12.1690475 11.1078813 7.0012337 10.8544936 11.273204 11.906773 9.733636 11.024146 5.186267 9.611287 9.168343 8.084820 8.969243 10.472147 4.055872 8.278957 11.767693 9.484851 10.763787 9.617905 2.653771 12.713694 7.374166 7.006287 7.169380 7.735159 8.502840 9.862527 9.036734 8.813425 2.016354 9.274775 9.951014 6.322148 10.779368 10.026946 10.895583 10.619142 2.168353 9.795512 2.016354 12.816740 8.055869 6.369978 8.470296 8.987091 12.262685 4.546857 9.298656 4.574338 11.348501 10.475316 10.440740 12.605159 11.321642 8.438872 10.188490 11.285207 10.547288 8.502840 10.244090 10.637171 NA NA NA 7.358168 10.528567 8.518840 -1.153607 8.170596 8.414371 11.091968 TCGA-F9-A97G 79 0 NA 13 kidney stage iii t3 n0 m0 19-3-2015 male 2013 NA NA NA kidney papillary renal cell carcinoma yes 15 1970 asian not hispanic or latino 398.27.0 NA NA 1 2 4 2 1 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7792997 10.7009947 8.5247333 1.9924784 12.6299154 10.7548381 13.1433611 NA 2.5515652 8.1354435 7.0024696 5.7052038 10.4878965 6.7052038 12.2962663 11.2636892 9.1635234 8.7854564 5.0513808 10.5029201 8.5572703 4.9100227 11.8938553 -0.1773922 4.7294494 NA NA 9.7021438 10.3003188 7.7941039 4.2819949 8.4878963 9.1399731 9.3283720 10.6411427 10.1085407 7.9544174 6.2234399 3.1444869 9.5807837 5.9415007 16.1683209 10.4117435 11.1140190 8.8504666 3.8669574 10.4632574 8.6990775 10.1433610 10.7944633 7.3771498 9.1845042 11.2921642 9.8859556 8.1557158 4.2488232 3.5774530 9.3694549 7.9492653 1.4075159 7.3144138 10.9385795 -1.1775554 10.5985822 6.3924153 1.4075159 9.5882610 12.4041142 11.3821766 7.5807839 15.9651762 8.3905168 11.2054547 4.7998385 10.1108498 7.4736124 6.6039200 1.6298928 9.3362881 6.7998398 9.1433610 9.5757773 8.8642196 9.7414238 10.3857568 7.1399728 14.1004654 11.1847784 NA 11.4803256 10.1754481 8.5956998 NA 6.8393688 13.3760698 7.9492653 10.0160859 7.0417292 8.9811702 10.7417963 8.7399325 13.1484049 -0.1773922 9.3752295 2.7294440 NA 9.5807837 3.2148708 9.0858296 10.8703661 10.4372704 8.8069791 10.1506744 9.4546470 12.5381622 9.5757773 9.9473281 11.5234337 1.9924784 10.3366039 8.9710371 10.4331241 5.3144138 10.7234273 -1.1775554 NA -1.1775554 NA 4.3144138 13.7483004 13.4532258 14.0422585 10.3980998 10.6960047 3.4075295 6.9723078 9.0393065 10.6909973 9.7196496 11.4582038 6.7532983 11.2789149 10.6173825 5.8993763 -0.1773922 2.9100227 -0.1773922 8.0393062 14.2124607 10.1433610 9.6530758 9.7731165 7.0893467 8.7128248 7.9824318 10.0385849 9.9427985 8.9415016 5.4224719 9.6203599 11.8172675 8.7488567 11.2711931 12.5080759 11.4539650 9.9576285 9.2748019 5.9490586 13.2194328 9.6578215 9.9893512 7.4409464 10.1166069 1.9924784 6.0893477 9.6983098 6.8014419 8.6447969 11.1973283 8.4628053 11.0552812 9.6967735 10.1148822 11.3214098 9.4298908 8.2529502 6.7532983 6.9047093 10.1073846 NA 11.0790641 7.1033308 6.2404136 12.7989456 11.1956976 9.4780913 11.1902483 10.3933649 9.3848030 11.2468055 9.3480812 10.5453680 8.3675248 2.9100227 9.2982940 5.8112449 3.6299161 10.1646352 3.5229973 11.6020747 3.6299161 8.6443344 6.2024589 4.9723067 NA -1.1775554 11.3721046 10.9238797 10.6789861 11.0948987 11.5650805 8.8253754 6.7737287 8.2084231 11.1587881 10.7067310 9.4280400 9.8940228 10.7391865 0.4075159 8.7128248 NA NA 9.7510789 5.1975981 9.7540368 8.0344490 9.4037611 11.2778877 11.5393800 NA 8.1354435 11.2146096 10.0758171 NA 6.1801120 -1.1775554 1.4075159 6.2234399 13.5875358 8.5055551 8.1444885 11.2932194 NA 9.1365772 9.4063955 10.5428048 9.1217684 6.4806287 11.5880538 10.2927110 11.2459391 8.7694670 4.5774470 8.0197770 8.9258484 4.6812862 7.9226183 10.8511573 0.00097064 0.00097064 -0.00719960 0.49666000 -0.00401620 0.47890000 0.00027728 0.00416320 -0.00110870 -0.13329000 -0.13329000 -0.12784000 0.78755000 0.00319100 0.00281950 0.00097064 0.00097064 -0.00013862 -0.00013862 -0.00013862 -0.00013862 -0.51404000 -0.00249380 -0.00664320 -0.00664320 -0.01587900 0.00180300 -0.00708250 -0.50204000 -0.49694000 -0.49694000 0.00249690 0.00249690 0.00416320 0.98266000 -0.49767000 -0.00110870 -0.13329000 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 0.000 0.000 0.000 -0.497 0.000 0.000 0.000 0.000 0.000 0.498 0.498 0.000 0.000 0.000 -0.498 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 -0.128 6.3382604 12.1280523 10.2078837 13.5087327 8.7883448 0.4075159 1.9924784 9.6898392 10.3413808 0.8225262 7.5264640 8.1997710 9.0099126 15.9742510 6.5973479 7.9389044 7.0465620 8.8846068 7.5055551 8.3597790 8.8084024 9.9258483 3.3461201 11.0142366 10.1962522 11.6361413 6.5160483 6.6039200 10.7432856 7.9518436 12.2423799 1.6298928 8.0916871 8.0197770 1.4075159 11.2509207 8.933696 10.841456 9.714344 -1.177555 9.040518 9.224507 10.157951 10.298294 5.126341 9.784010 9.177912 7.762139 6.079948 9.816914 5.822559 14.101191 11.878012 9.222373 13.203563 13.013465 6.361719 7.799840 9.869002 8.502041 9.888650 11.423170 3.822557 8.720406 12.246333 5.536805 10.761772 3.407530 NA 11.837278 8.829588 12.434046 8.548779 11.523434 9.012385 8.471817 5.208509 7.844929 9.678208 15.145316 11.458204 10.822561 13.780479 10.754406 NA 11.036576 7.779663 11.346367 9.917958 8.748857 7.584112 9.849775 13.144770 9.526464 12.139408 4.466418 7.633132 7.869685 14.303445 12.252098 12.367646 6.543660 NA -1.177555 7.498517 12.813196 10.405634 6.550481 11.156554 11.3983361 11.8176210 9.1635234 10.5029201 5.5774470 8.2383025 9.1801125 4.8886507 8.6491088 11.6189125 5.9415007 7.2446255 12.6723536 8.9949881 10.4609964 9.8785207 1.1445033 13.2801338 6.4545378 6.7354504 7.6933260 8.0681135 9.0307948 10.5059938 11.4929822 7.9849516 8.0513792 12.6808330 8.1377100 8.0049547 11.1959695 10.2691269 10.1444886 10.5640275 2.5230099 9.9633903 4.6805438 12.1356660 8.3733072 8.5841117 9.7731165 9.0167387 12.2058598 4.4664183 9.3104006 3.2148708 9.6983098 10.9106862 10.8883133 12.7989456 11.0203915 6.4591857 10.5453680 10.1679658 9.5690748 6.3224059 9.9172981 9.1701820 1.4075159 5.7998411 -1.1775554 10.1068063 12.1647672 8.5212651 -0.1773922 9.1365772 9.8737695 10.4112752 TCGA-G6-A5PC 54 1 242 NA kidney stage iv t1b n0 m1 19-3-2015 female 2012 NA yes NA kidney clear cell renal carcinoma yes 30 NA black or african american not hispanic or latino 340.22.0 NA NA 2 2 3 4 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.9511321 8.7230162 5.9985408 4.3629537 11.4541993 9.8565796 13.2930566 NA 3.1714791 7.9607393 8.6027219 6.6641230 8.4863355 5.9649900 11.4131902 10.4166849 9.9723956 6.3757762 4.1405578 9.0732673 8.0191225 4.0150336 11.9755581 NA 8.0908735 NA NA 10.1647767 10.6536301 8.1292454 3.1405660 8.0712977 9.3979484 9.5890209 10.2586363 9.4382411 7.1703077 5.9306380 7.2629574 8.4714773 7.6745390 10.2818161 3.3629467 10.9120500 8.9671089 3.8035267 11.0584297 6.7552708 10.7040746 10.1573688 7.4321151 4.5555953 9.9153475 9.9745046 7.6054462 3.9479186 1.1405824 8.0150297 8.4714773 NA 6.4504162 10.7059800 2.1405496 11.0811188 NA 1.8775087 8.8093980 11.0835636 9.5696185 9.2525654 16.6746809 7.2066501 8.9328085 3.5555953 10.3096503 7.5890211 3.7255230 3.3629467 10.3971623 9.3451315 9.4654911 10.5612225 7.1101868 9.0373973 8.3467610 6.3500145 15.1389158 10.6450484 NA 10.4336489 9.6595152 5.8593782 NA 3.1405660 11.2983285 9.3629529 8.6377472 7.6270603 9.9734504 11.0155418 7.3037908 12.4986530 2.8775283 6.2835181 -0.4443801 -0.4443801 8.7868192 5.4382396 8.5068828 10.8971168 10.0860043 8.0150297 10.1564401 8.5527774 10.8091441 9.9912683 10.9290069 13.1936944 NA 9.3290505 9.3613418 10.3797612 10.8519407 9.3221269 0.5556199 1.8775087 1.1405824 2.1405496 7.0394137 14.4276957 7.9902260 14.6397835 12.6683632 11.8014477 3.8775283 7.6054462 8.2138095 9.9403817 10.9618029 9.7267246 7.6324136 7.6693401 11.1301915 2.7255230 -0.4443801 2.3629467 NA 9.7167298 13.1392684 8.7868192 11.3225409 7.8410001 5.5999932 9.3581142 9.0170773 9.6572586 7.8775259 9.3154861 7.3500136 9.5852441 10.4572192 7.2350779 10.5800451 13.3949002 11.6887402 9.7699172 10.7563311 3.5042009 14.1005624 8.5640268 9.8616597 8.7404733 12.0406725 3.0150336 6.5442829 10.6660812 7.7255230 9.2427811 10.7583340 7.6430610 10.0272732 7.9522025 9.3385962 12.1527194 9.6874549 9.3063718 4.9131479 7.3757771 9.7699172 -0.4443801 8.3369577 7.5612223 2.8775283 13.1798223 10.9241044 9.3385962 10.2664044 12.1024924 8.2525656 11.9710334 9.7613912 8.8035254 6.0633929 NA 10.1629283 4.4624908 2.1405496 6.5097940 2.3629467 10.5242648 4.7255230 8.8082634 6.4750573 3.8035267 NA -0.4443801 11.9167193 10.2102340 11.3701804 11.6996188 7.9860508 5.7638816 6.0119115 9.7699172 11.6010164 10.1092272 8.6350829 8.7205049 10.5097943 3.2560445 9.3088148 NA NA 9.5737981 6.4624892 10.1582969 8.2066496 10.5457019 9.9219202 13.0189946 0.5556199 8.4654909 12.1316098 10.9511321 NA 4.8035267 1.8775087 NA 3.2560445 13.4586240 10.9839582 5.4382396 9.9349763 NA 4.8410019 8.4654909 11.2079948 9.1813068 5.5555984 11.9344347 8.4351810 10.7820102 8.8707475 6.6216871 9.2936903 8.6135898 2.1405496 8.0297096 12.4004999 0.39529000 -0.00415460 0.00638710 0.60196000 0.00000000 0.00194180 0.00305220 0.00263570 0.00263570 0.00124810 -0.00839230 -0.00839230 -0.01019100 0.00194180 0.00194180 0.39529000 -0.00415460 -0.60216000 -0.60216000 0.00638710 0.00638710 0.00291330 -0.00152430 -0.00180140 -0.00180140 0.00194180 -0.39575000 -0.39575000 0.00305220 -0.00232420 -0.00232420 -0.00054307 -0.00054307 -0.59536000 0.00958830 0.00430210 0.00263570 0.00124810 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.392 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.595 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.392 0.000 0.000 0.000 7.9818629 10.6081660 9.5612224 12.0638879 8.2030563 -0.4443801 1.5556199 10.5999920 9.9140514 2.1405496 10.0995965 4.3629537 8.1330266 15.8208284 8.1140187 7.7154692 5.9479162 5.4382396 7.9349764 7.3237826 7.1254538 10.7650513 4.3104855 10.3451317 9.9121710 9.7142077 6.8954480 8.6588859 9.6900243 5.9306380 12.7461943 4.4135805 6.3369582 8.2835186 -0.4443801 10.0129788 8.9607393 10.2138095 10.0899009 NA 9.4519304 7.1849547 6.5213822 8.6667335 -0.4443801 9.4275033 8.9479154 7.1629280 7.7053449 8.6483551 5.6216885 12.4303872 13.0992340 8.6324136 12.6022104 12.3042102 5.7844176 7.9087451 10.2603662 7.2066501 9.8513669 9.6189931 6.3369582 5.3629537 13.0986298 8.0594240 9.7674863 3.8035267 NA 9.2801119 7.5724062 12.9476470 9.4244206 13.1936944 8.1292454 6.7552708 5.9786716 10.0732674 9.9954288 16.4194938 9.7267246 9.6270603 13.8725865 10.2715599 1.8775087 11.9657843 7.3564977 9.8842730 8.1666226 7.2350779 7.5039648 10.7110487 11.7292751 7.6693401 9.9273746 6.5890204 6.9393018 2.8775283 13.9058452 11.3821465 11.8220917 8.7104159 0.5556199 0.5556199 9.0088686 12.7461943 10.6067661 6.2970648 9.5112478 11.6216872 11.5068827 9.9723956 9.0732673 6.1405599 10.8223845 11.6183187 5.0150292 8.1292454 14.7731646 7.6745390 3.8775283 10.2979074 9.1349140 11.4859657 8.7552702 3.4624843 14.5808241 6.8873205 5.1703097 8.5857959 7.8730103 5.1703097 8.7844166 7.3369573 8.1666226 4.4135805 11.2173761 9.3693792 6.5668258 12.1510886 10.7348850 9.7392333 10.7650513 3.0150336 9.3369577 1.8775087 12.4810671 5.8035267 7.5945172 7.8410001 10.0979527 12.1944864 4.5555953 9.4549548 2.5555953 10.6660812 9.9317234 9.6758359 13.1798223 10.4870742 6.1405599 8.8035254 11.7485072 10.0712978 5.1994525 10.9015576 9.8842730 NA 0.5556199 1.1405824 9.0353781 13.0716328 7.1024923 2.5555953 4.8410019 8.5779658 9.3853208 TCGA-G6-A8L6 55 1 313 305 kidney stage iv t2a nx mx 19-3-2015 male 2013 NA yes 90 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 387.18.0 NA NA 2 2 3 3 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8875620 9.3376632 7.9588456 NA 11.7718673 4.7021865 12.2865253 NA 2.5974358 4.9785801 11.2985486 8.4521996 9.6826361 8.4690406 11.3342204 8.7542281 10.8691768 7.9588456 NA 10.3475629 9.1812382 6.3043942 11.3660375 -0.5449819 7.7029477 NA NA 10.4620474 10.2232045 7.0843768 2.7769462 8.1829405 9.7065026 10.8590973 10.8755067 10.0143971 10.3215263 4.6249431 8.0210744 8.7542281 6.2879100 10.4557244 1.4550181 11.1065203 10.0916447 2.2623730 11.3303855 9.3098885 10.6772113 10.1167983 7.1964871 5.4092178 10.4068804 9.4806995 7.7124080 2.7769462 0.4550181 9.2099075 8.4690406 NA 8.4856872 8.7264832 3.7029456 10.8158672 8.3857576 5.0988743 9.3092496 11.6395856 9.8622879 10.8510897 15.8620887 8.0916448 7.9902957 4.8125701 9.9628148 7.7404223 6.2363797 3.5941663 9.3945992 9.5752581 9.3222989 10.1675471 8.1692656 8.6473131 8.6862414 6.0988764 13.8417583 10.8943316 NA 11.1795339 10.2623750 7.1623792 NA 2.9144497 10.9098335 8.8686482 8.6423723 8.8728728 6.6838382 10.6460793 7.5157164 10.4008370 4.2099056 7.9062310 3.3619087 -0.5449819 9.1502484 4.7029456 8.8791865 9.1060719 10.6299458 7.9628145 8.8037482 8.7194628 11.2303011 10.0277204 10.3361341 11.8095450 -0.5449819 10.2988783 9.8419604 10.6274476 9.1450181 9.3130011 -0.5449819 3.1554578 1.0399806 -0.5449819 7.5264828 14.9048781 8.1167983 11.6516222 10.4121222 10.7943134 3.7029456 7.5424833 10.8739268 9.9776016 9.6324396 10.8573501 9.8823329 8.0952651 11.3257701 7.1897297 5.7948707 0.4550181 NA 8.8343984 14.1914749 8.9124011 9.7357909 8.5635445 8.2815684 10.0898311 8.8037482 10.9735700 9.3901851 10.7282329 5.4092178 10.6494568 10.1485071 7.7264832 10.7415779 12.7187294 11.3720192 8.6981942 10.1247911 2.1532541 12.8095450 8.8300594 9.6559187 9.4437049 9.8004253 1.0399806 8.1203561 10.7696033 11.0264362 7.9703654 11.0930034 8.7792006 10.2736023 8.1203561 9.6946187 11.1658265 9.7253155 9.1107119 5.0399806 8.4408621 9.9834742 -0.5449819 10.1256764 9.0807291 5.2099095 13.6981197 9.8158673 8.5021440 11.0738644 10.0191697 9.7438862 11.3577306 9.1571928 9.6886399 5.6249460 0.4550181 11.1528565 6.3857572 3.2623730 2.2623730 3.7769462 9.6361723 6.6546919 10.5341915 7.8360005 4.8473355 3.4550181 0.4550181 10.9292330 10.5028256 10.9337897 11.9198211 6.5103021 6.3857572 5.6627182 12.0514428 11.2198917 10.9898093 8.6595914 10.2910705 11.5920112 0.4550181 8.7993159 NA 0.4550181 9.6874411 8.1931123 9.6098382 8.2559199 10.2074008 11.9682542 14.3854341 4.0399806 10.5237984 11.8295163 10.1450181 -0.5449819 4.6249431 2.2623730 NA 4.9785801 14.2811217 10.3083297 5.9144521 10.6826361 NA 7.8812847 8.6057066 9.6620344 9.0934561 7.0324491 11.1765466 9.2412896 10.5177409 9.3238427 8.0324491 11.1748367 9.0567908 3.1959460 7.8224784 11.3626619 -0.00249380 0.00471900 0.01279500 0.14607000 -0.00013862 -0.00249380 -0.00664320 -0.00401620 -0.00387790 -0.01202400 -0.01202400 -0.01202400 -0.01023200 0.00083195 0.00083195 -0.00249380 -0.00124730 -0.63765000 -0.63765000 -0.63765000 -0.63765000 0.00124810 0.14607000 0.00166420 0.00166420 -0.00249380 0.00235810 0.00235810 -0.00664320 -0.00180140 -0.00180140 -0.00041585 -0.00041585 -0.00775060 -0.00952140 0.00319100 -0.00387790 -0.01202400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.638 0.000 0.000 0.000 0.146 0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.638 0.000 0.000 0.000 0.146 0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.162379 11.236790 9.153725 12.805407 9.707686 NA 1.039981 10.086197 11.486435 2.776946 8.001915 6.758802 9.218232 13.974472 7.493939 8.145018 6.664473 7.039983 8.573961 7.493939 11.720928 10.200694 2.039981 8.649777 9.086197 10.200694 7.629946 9.224858 11.001915 8.151988 12.486029 2.039981 6.300510 7.938836 9.278387 10.160653 9.7792006 10.0770719 8.8728728 -0.5449819 10.6503924 7.9428599 5.9307539 9.5583080 1.4550181 9.1467637 9.2232044 7.3857572 9.2688014 9.5817246 7.3558867 12.1069687 11.1610844 9.5490977 13.3665994 13.4925671 5.6838396 8.6098381 8.9327784 7.7542281 9.5556825 9.6374144 5.6644743 3.3619087 13.5956901 10.1123385 9.2510598 6.3498376 3.3619087 9.5424829 6.7769488 12.7738453 9.8015338 11.8095450 9.1309772 5.4323014 7.3686278 10.3059883 10.8295162 14.7928162 10.8573501 10.4599428 14.0185739 10.0852872 -0.5449819 11.7076856 9.4222465 9.4578352 8.2910703 7.7264832 8.2330971 10.0371621 12.0134408 9.6850406 11.0460702 0.4550181 6.3005100 5.2099095 15.4608203 9.8791864 12.4144788 6.9468735 0.4550181 NA 9.3145549 12.6269787 10.7472210 7.5843034 10.3028605 11.8825949 11.8284291 10.8691768 10.3475629 7.1829405 10.8670606 9.4815436 6.8125727 9.5021440 13.4935011 6.2879100 6.7124073 12.1486987 8.5868769 11.5045284 10.1769737 4.0988743 13.2486234 5.4842509 5.4092178 9.3583598 10.5596189 7.0843768 10.7729979 8.9746564 8.9588459 4.9144497 11.5926517 9.5438083 7.9307533 11.5291616 10.9523730 8.8728728 10.9932091 2.4550181 9.4648488 9.6224383 13.3750919 6.1964871 7.5048690 8.5635445 9.2915598 12.0609626 4.6249431 9.8136714 3.2623730 10.7696033 10.3619107 10.6330624 13.6981197 10.7610818 8.6073048 9.6886399 11.4616968 10.4265780 5.8812853 10.5000971 10.3323042 0.4550181 3.3619087 2.2623730 9.6436089 12.9173038 8.2132433 5.9941792 7.8812847 8.3192060 10.1176886 TCGA-G6-A8L7 81 0 NA 2133 kidney stage i t1b n0 mx 19-3-2015 female 2008 NA yes 80 kidney clear cell renal carcinoma yes 40 1965 black or african american not hispanic or latino 387.18.0 NA NA 3 2 2 4 2 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.40233047 8.64825690 7.60363376 9.44616523 11.08148750 6.98967946 9.61491979 0.02616265 6.56691407 0.02616265 9.12160215 8.32082582 9.27413258 7.20611376 11.48512429 10.28712456 9.16831209 7.79438922 6.54976773 10.24295090 6.29299151 6.68441622 13.89155171 NA 8.61491961 NA NA 9.32082582 10.03743233 7.50193827 3.34813325 8.82710512 9.13472946 9.89502764 9.14254899 10.41422234 7.54976696 8.83033615 7.86540913 9.33226687 9.05411099 8.79438955 NA 10.32770128 10.92026494 0.02616265 9.23809348 7.61116721 10.87247897 9.61491979 7.52605081 7.34813325 10.23003017 8.76429738 8.02055832 1.02623349 3.02619807 9.31852677 8.74045067 0.02616265 5.19613095 9.98620698 10.20735738 10.11631745 6.92102328 4.27413491 9.96959906 6.90884773 10.40015769 10.81899536 16.73359117 6.95694296 3.02619807 4.34813325 10.47328830 7.91494835 6.72664460 4.64091587 6.88418640 8.40990936 9.20113074 10.25862598 9.32541318 9.12160215 8.40124433 5.95694180 14.38965544 11.74858572 2.61117238 11.03813112 10.18154189 10.56633313 NA 11.06786421 9.26699637 8.79769459 8.28829996 7.92707214 9.31852677 11.17595218 7.94506804 12.38976767 4.67005851 7.46083347 1.61117238 NA 8.22096206 3.93309103 9.02902020 9.73701152 10.03743233 9.38155615 10.92556201 7.60363376 11.18180126 9.72143333 10.53499021 13.20751265 NA 9.35083578 10.37935194 10.65647224 10.71007690 9.72490977 1.61117238 2.02619807 0.02616265 2.61117238 8.46914849 13.39075015 4.19612701 9.90578832 12.05411106 10.93083970 0.02616265 8.83033615 11.16319617 10.03603373 11.06649482 10.29870654 8.20113099 10.14384822 11.00991124 2.83355806 2.61117238 6.50193907 NA 11.11433078 13.65624463 8.54190507 8.31160710 7.68441622 4.88418762 10.19487724 8.60740578 10.76132101 8.18607659 10.14903309 4.88418762 9.93437245 9.67905004 6.67006135 11.38814884 14.17880681 12.08318142 6.92102328 10.62704719 4.15713266 13.81573871 8.75071904 9.24295090 9.58653790 12.73593512 0.02616265 5.85909492 12.59653517 11.65560724 6.26976067 9.67366348 8.53795762 9.72664477 8.43983296 9.32312121 12.54313620 9.74730431 9.63931303 5.15548615 9.25261718 9.10835404 2.61117238 11.79893204 7.79438922 4.54976773 12.53845171 10.15548805 9.05962810 10.70039732 11.89077814 8.65191382 11.72715190 10.16447682 9.26699637 6.74045000 NA 9.79769459 3.02619807 5.02620693 6.43559526 2.61117238 8.93309575 2.34811908 12.75221029 9.42328066 5.51805668 NA NA 11.84478723 10.12818074 10.56148042 12.36855759 6.43559526 4.34813325 5.41508258 10.59225912 11.51203440 9.80592440 7.90884833 9.21355725 9.37050106 NA 9.83838235 NA 0.02616265 9.85434153 7.94506804 10.28359286 8.45246983 9.63538384 9.83516932 11.46655519 10.18733698 7.60363376 9.18859651 9.94953260 NA 1.61117238 NA NA 4.27413491 12.03952775 10.63815205 5.48563613 10.56923692 0.02616265 5.11366716 8.75071904 11.26699643 8.49788017 6.79438987 10.90655385 9.45456519 9.97018500 9.18607635 6.29299151 10.06649476 9.53795781 3.02619807 8.16288876 12.62286073 0.0076392 0.0101460 0.0200630 0.0090312 0.5128700 0.0115390 0.0000000 0.4738800 -0.0418380 -0.0809400 -0.0809400 -0.0809400 -0.0809400 -0.0014326 -0.0014326 0.0076392 0.0026564 -0.5247100 -0.5247100 0.0200630 0.0200630 0.0244080 0.0036076 -0.5152700 -0.5152700 0.0115390 -0.5197900 -0.5197900 0.0000000 -0.0011075 -0.5156800 -0.5104300 -0.5104300 0.0073870 -0.0136770 0.0140510 -0.0418380 -0.0809400 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 -0.061 0.487 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 -0.525 -0.525 0.513 0.513 0.000 0.000 -0.520 -0.520 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.510 0.000 0.000 0.000 0.000 -0.061 0.487 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 0.000 0.000 0.000 -0.525 -0.525 0.513 0.513 0.000 0.000 -0.520 -0.520 0.000 0.000 5.235658 10.708322 9.524057 10.347006 9.006345 2.026198 3.196135 9.516053 10.371156 2.348119 9.429217 2.026198 8.994872 12.601272 7.781093 6.348133 6.565364 5.980402 8.348133 7.155488 9.040226 10.482560 3.196135 10.142549 8.383757 9.522060 7.754125 4.781092 11.457703 4.726646 12.367446 4.611166 8.031830 8.750719 8.014890 9.755826 9.733564 9.250207 10.656472 NA 11.655106 7.794389 9.118962 9.343618 5.518057 10.518058 9.158062 8.522060 6.070600 8.709200 7.698630 12.916089 12.642065 8.791077 12.579834 11.499403 6.092294 7.896570 9.147739 3.026198 10.786925 10.012047 5.274131 7.175953 13.104523 8.201131 7.225877 7.311608 NA 10.708322 7.255024 11.810840 9.399070 13.207513 8.804282 7.549767 8.054443 10.714455 10.410989 16.521857 10.298707 10.712706 12.649172 10.300001 5.383756 11.367724 6.684416 11.128181 8.392527 6.670061 8.965784 10.779422 11.513543 7.691541 9.953983 4.196127 9.495847 7.186077 13.964286 10.121602 11.879125 7.245374 NA NA 12.195817 12.222192 10.161055 7.549767 9.313917 11.97201465 11.73140546 9.16831209 10.24295090 6.15548817 10.53003084 11.60032551 7.04857297 8.57695175 13.93163251 9.05411099 5.45247024 11.00919865 7.80756487 11.14644292 9.81573872 2.61117238 12.59106906 9.17625694 7.34813325 6.99095032 7.79438922 5.61116648 9.45456519 8.41422223 8.70216195 1.02623349 12.75263613 10.05687218 6.15548817 12.52704694 10.27650353 9.08960011 11.20113074 2.61117238 8.91190156 0.02616265 12.32004454 5.85909492 5.23565814 7.68441622 10.43290963 11.66282968 4.41852056 7.03743274 4.54976773 12.59653517 10.47018461 9.25982469 12.53845171 9.04022560 9.01488973 9.26699637 11.87717322 9.68976321 7.14514654 10.80428222 10.29182017 1.61117238 NA 4.61116648 9.06786428 12.82139042 8.26937919 3.61117238 5.11366716 8.09229414 9.03182965 TCGA-G6-A8L8 62 1 1091 474 kidney stage i t1b nx mx 19-3-2015 female 2008 NA yes 60 kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 387.18.0 NA NA 3 2 3 5 2 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0544788 9.8263174 5.3967383 -1.1109159 13.0970255 6.6255481 12.3287745 -1.1109159 0.9593250 8.6151617 10.1147535 9.4897858 9.6295677 8.3463245 11.3560397 9.6066201 11.5822128 9.0824690 NA 10.0818529 7.0787678 7.4242192 10.2497908 NA 6.1927248 -1.1109159 NA 10.6596075 10.5958713 7.9577219 2.7958293 8.3887897 9.6604331 10.4625908 9.1927243 9.7170802 9.0000792 4.0588706 5.7715872 9.3173038 8.2812610 8.8122710 1.2108875 10.1726108 9.5657822 -0.1110717 8.9182309 8.7091228 9.9133908 10.2699458 7.7186664 5.7958345 10.5237230 9.7430329 8.0000795 -0.1110717 0.4739427 8.8503935 8.2398830 -0.1110717 6.5471552 9.0348757 -1.1109159 10.9054038 5.7344332 5.0588706 10.3320684 13.3135036 10.0150028 10.3550201 15.3596978 7.8048228 9.3677133 5.4281022 9.7943306 7.7867891 4.0983943 3.5322172 10.0329645 10.0156481 8.8416848 10.4823347 8.1835644 8.4663726 8.2855483 6.1273485 12.9428695 11.1330101 3.9764095 11.8394995 10.3211201 8.8358499 NA 3.2812680 11.9545281 9.5219388 8.6031890 8.6768464 6.8547275 11.9182309 9.1639042 12.0237373 3.4125106 8.4888564 4.0588706 NA 9.5867799 4.1368722 8.7139023 9.6057630 10.6870104 8.3173036 8.1008321 7.5754439 11.5439152 10.0676085 11.1032628 10.5937118 0.8889283 11.1315193 10.0812364 10.4630641 10.5833015 8.9577219 1.2108875 4.1743425 2.9764003 -0.1110717 8.1881516 13.9800484 7.8137562 13.4976027 9.7754024 10.2097442 2.2108564 8.1439724 10.1627392 10.1615734 9.9285481 11.3561620 9.0013831 4.9764049 11.2826023 4.0588706 4.0182247 NA 0.4739427 8.5273797 13.4551166 9.5569422 11.1904399 7.8107843 7.3025713 10.5828662 8.8987722 10.7177148 13.2105195 10.2585409 5.7218347 10.1019203 10.4435325 7.6962985 10.9896060 12.4844343 11.9917395 9.0195143 9.7367762 3.9987190 12.6391272 8.7202508 8.9724230 9.2431930 10.5151089 2.0588706 7.9922314 10.5087052 11.0841036 8.3912187 10.8376759 9.0750579 10.3550201 8.8804654 10.2639831 11.3386082 9.8496697 8.9578830 4.9333366 8.4164205 10.0532221 0.8889283 10.8310915 8.1032626 5.6438302 12.3234416 8.8387703 8.9415116 10.4227601 10.6083325 9.2265656 11.0332482 9.5155652 9.6809205 6.9764060 -1.1109159 10.6817340 5.6031901 2.2108564 5.9333389 3.6438331 10.0700958 6.4046443 10.3585855 5.8909719 4.5613689 3.7469254 NA 11.2153731 10.6168641 11.2726479 13.1766560 5.7837605 7.1321172 5.8070921 11.8715808 10.6104701 10.5622527 8.7406928 9.1309268 10.5467087 0.8889283 9.1297351 -0.1110717 1.4738908 9.5453684 8.1249577 9.5701821 8.1580704 10.5100797 12.1775214 14.4873451 0.8889283 9.4454497 13.6698934 10.3401548 NA 2.3483741 -0.1110717 3.1368640 5.1927228 15.3481511 10.4911786 6.7218333 10.4874614 NA 8.3298129 8.8030746 10.4071050 9.5054924 6.8196810 11.3146841 9.0026859 10.6341978 9.9355084 6.7654605 10.4392094 9.2254502 4.5422890 8.7821087 10.8163512 0.01056400 -0.02603000 0.00972760 0.00777830 0.00000000 0.02553100 -0.15873000 0.03439500 0.01112100 -0.20685000 -0.20685000 -0.20685000 -0.20685000 -0.84318000 -0.83373000 -0.84627000 -0.02603000 -0.85122000 -0.85122000 -0.85122000 -0.85122000 -0.00567570 0.00777830 -0.85647000 -0.85647000 -0.85765000 0.02316900 0.02316900 -0.15873000 0.00044889 0.00044889 -0.00456950 -0.00456950 -0.84982000 -0.83341000 0.01602400 0.01112100 -0.20685000 -0.159 -0.159 0.000 0.000 0.000 0.000 0.000 0.000 -0.819 0.000 -0.833 0.000 0.000 0.000 0.000 0.000 0.000 -0.834 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.851 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.850 0.000 0.000 0.000 -0.207 -0.207 -0.159 -0.159 0.000 0.000 0.000 0.000 0.000 0.000 -0.819 0.000 -0.833 0.000 0.000 0.000 0.000 0.000 0.000 -0.834 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.851 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.850 0.000 0.000 0.000 -0.207 -0.207 4.2108720 11.8394995 8.7852759 11.7440067 9.2715676 NA 4.3807987 10.2431930 11.3160286 -0.1110717 8.9264905 1.6963055 9.1927243 11.4181302 6.9974686 6.2552666 6.7531298 8.0488149 7.7776867 8.0130647 10.3355101 9.8130138 2.6963055 8.8532846 9.2254056 10.1737677 7.1129451 9.6446659 10.5653416 7.0983974 12.5742290 3.5328032 6.3152075 8.2683221 9.4212995 9.9909193 9.5710603 10.1362778 9.3057412 NA 10.8420488 8.6620830 4.3483741 9.9278627 3.4739038 10.0947368 9.0775325 7.4511864 7.3483750 9.3877929 6.0787678 12.3389950 11.0573024 9.2694047 13.3811098 13.0320079 6.1081125 7.7154919 8.9550329 5.8431397 9.5595998 9.4635372 4.2812606 1.6963055 13.4923961 9.9147753 9.2930207 5.2983357 2.5893800 9.3067961 6.2552666 12.9889489 10.1165596 10.5937118 9.0078848 7.1273485 7.4234412 9.3757786 11.1053864 15.9985703 11.3561620 11.1062956 13.0998432 10.1858599 1.8889283 12.0968731 7.6637310 9.0713379 8.6388131 7.6962985 7.9710929 10.3646770 12.0236908 8.6049057 11.1838515 0.4739427 6.2639827 5.9001712 14.1809629 10.6853889 12.3023071 8.2086158 -0.1110717 0.4739427 9.2387778 12.3606189 10.8857631 7.6735783 10.5767567 11.8905277 12.3627762 11.5822128 10.0818529 6.3152075 11.7731141 9.3907807 6.2108720 9.4105440 14.8955117 8.2812610 7.0284951 12.1309059 8.8402284 11.4203251 9.6396506 3.4125106 15.2220640 5.3399889 5.6833596 7.9411586 9.5444744 8.3767835 9.3225292 8.5309954 9.1054107 3.2812680 11.7059272 9.5073291 7.9737519 11.3162565 9.8416849 9.2780373 10.2978040 1.8889283 9.3360269 0.8889283 13.3915063 7.0182269 6.0983964 7.8107843 9.5530976 12.3529788 0.8889283 9.2497907 3.4739038 10.5087052 10.4425729 10.7367840 12.3234416 10.8604872 8.0983969 9.6809205 11.1827027 10.7457893 4.8431397 10.7146975 10.3817983 2.4739168 1.4858905 NA 9.1225632 12.3221261 8.0688530 3.1368640 8.3298129 7.6604331 10.3157325 TCGA-G7-6789 53 1 122 NA kidney stage iv t3a n2 mx 19-3-2015 female 2004 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.50.0 NA NA 3 3 2 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282743e-07 2.774378e-07 11.7529169 10.0681159 9.8760158 NA 12.5233298 9.0560752 12.6117044 0.2829735 2.7640701 4.1574076 9.5528418 6.1073636 11.0344800 8.8182115 11.9534447 8.0244028 9.4224874 7.7827820 6.5559542 10.8951901 9.9068174 7.7854361 14.6272781 NA 6.0288896 -1.3018704 1.0199154 10.2225151 9.5012974 8.7327725 4.3126797 8.8051905 9.5675673 9.0999195 9.6397547 10.6190705 9.1294711 5.0378215 9.5813804 10.2181010 7.3668581 8.1179334 7.3200252 10.3268746 9.9804828 2.0199154 10.2630755 9.1179337 9.4335295 10.5411094 6.7258788 9.0333638 9.8578448 9.7714456 7.5434634 8.2697261 2.6979739 9.3126833 9.6470705 4.3126797 4.3984119 9.5125560 4.8877982 9.3888446 9.3579694 7.2829355 9.9810271 11.7144336 11.3666369 9.5851941 16.0153684 7.8853254 12.0235600 4.2215369 10.6940938 7.2563946 10.2017992 4.5316247 8.4611860 10.2630755 8.5714174 9.6909119 10.9150224 8.0467017 10.0778933 5.9647590 14.0591634 11.6798975 NA 10.8803678 9.7126217 6.3703980 NA 5.5559542 10.5741067 7.5683385 10.3918959 10.2439032 10.5121554 11.7719476 8.9243856 7.2830865 0.2829735 8.7586693 5.9363788 -1.3018704 9.6831039 4.4528590 7.8038818 9.2592614 10.7137370 9.3975459 11.2798802 9.9624161 12.0876398 10.0784345 10.0892170 13.4762560 5.2829364 10.8608651 10.5980855 11.9644672 7.8246781 10.3543984 NA 0.2829735 1.0199154 1.2829142 8.6666401 14.7665628 7.4923892 2.8678965 9.8349646 11.1179336 5.4258923 7.9339874 9.9488641 11.4169344 9.6831039 11.4256259 7.2563946 6.1655784 10.7481622 4.1574076 3.7423728 9.1440229 -1.3018704 8.1429882 15.0941936 9.9845312 6.2978865 8.6550756 7.4018770 8.9914450 8.4326830 12.2513196 3.4528590 7.7203414 10.7244969 9.9201827 8.5790874 8.2621230 11.7324285 12.9785268 12.4631559 9.8502583 9.1052412 2.9542335 12.1748462 8.6738214 7.8169145 8.6213010 6.8828484 7.5775565 9.5473785 10.6884320 4.5803747 8.5468466 10.7637262 7.6375530 10.6220437 8.2848135 9.8628803 12.7734526 9.9885684 8.6738786 3.1573995 8.2602158 10.3535041 NA 12.9690717 8.5481603 6.5117542 13.1076959 9.8772605 7.8678983 10.5053284 9.5205442 8.3949411 10.8788523 8.2371325 10.1025828 9.8368851 4.4793341 10.6153456 8.8616232 5.5559542 8.2448680 4.1242371 10.1782587 3.7423728 8.6795406 6.8245744 5.2525633 NA NA 11.9191074 9.9937424 11.0770810 11.5666031 8.0244028 9.4122190 5.4970598 10.0444872 10.3413787 11.3115327 8.7491823 8.6301881 12.1383236 0.2829735 9.4411249 -1.3018704 NA 9.5729548 8.4070574 9.2146584 8.2640273 10.2777608 12.8396815 11.4962427 3.2829290 10.9147193 12.0175045 9.8058445 0.6979517 NA -1.3018704 1.2829142 6.3126833 13.8663322 8.5867167 7.3809684 12.0435173 NA 7.9553610 9.1232314 10.3300599 8.4360656 6.7478224 11.2020476 9.4536956 10.8149672 10.0885939 6.3126833 9.5316542 9.3227689 4.0902945 6.0833176 11.4551551 0.51490 0.46838 -0.33671 0.11213 0.51594 0.52031 -0.33456 1.35190 -0.29780 0.00000 0.00000 0.00000 0.00000 -0.31961 -0.31961 0.51490 0.47358 -0.33179 -0.33179 -0.33179 -0.33179 0.20396 0.11213 -0.35019 -0.35019 0.52031 -0.32797 -0.32797 -0.33456 -0.33756 -0.33756 -0.34010 -0.34010 -0.33133 0.54294 -0.32007 -0.29780 0.00000 -0.335 -0.335 -0.338 -0.338 0.516 0.516 -0.340 -0.331 -0.322 0.543 0.543 0.257 1.352 -0.320 -0.320 -0.298 -0.298 0.195 0.515 0.142 0.142 -0.327 -0.299 0.468 0.468 -0.332 -0.332 0.204 0.204 0.112 0.112 -0.347 -0.347 0.516 0.516 0.520 0.520 -0.328 -0.328 0.000 0.000 -0.335 -0.335 -0.338 -0.338 0.516 0.516 -0.340 -0.331 -0.322 0.543 0.543 0.257 1.352 -0.320 -0.320 -0.298 -0.298 0.195 0.515 0.142 0.142 -0.327 -0.299 0.468 0.468 -0.332 -0.332 0.204 0.204 0.112 0.112 -0.347 -0.347 0.516 0.516 0.520 0.520 -0.328 -0.328 0.000 0.000 11.886717 11.855952 10.217118 8.810413 9.299744 4.055525 4.604866 9.737578 11.529104 NA 9.057723 1.697952 8.183803 12.506837 5.764062 5.107366 5.370398 6.244868 6.669517 6.742367 11.099653 9.625011 4.398412 9.092436 9.095648 10.450772 8.028890 4.370401 10.759007 5.518151 12.045173 6.505329 7.530864 8.897646 9.953592 10.524522 10.244386 10.553621 9.494013 1.867896 11.409640 10.634979 5.785435 11.224717 4.604866 11.363754 9.125286 6.837524 5.073015 9.673105 6.412219 14.148250 10.961536 9.698678 12.527399 12.374261 7.006313 8.833683 11.423553 8.124238 10.473584 12.367966 5.867899 6.181788 14.915041 7.297887 8.022154 7.683816 -1.301870 10.110543 8.336409 13.773035 9.520544 13.476256 8.379212 8.923181 6.364233 10.785436 11.333465 15.659208 11.425626 11.991014 13.878854 10.191329 3.742373 10.889341 11.446586 11.058821 8.805191 8.262123 7.349026 10.856899 12.887875 7.271621 11.803553 6.055525 7.081677 10.460356 15.234532 11.255437 12.608241 7.697973 -1.301870 NA 9.476051 11.975406 11.700600 7.637553 10.052774 11.3781132 12.2836402 9.4224874 10.8951901 4.8272550 9.7960055 13.3852945 4.6287094 8.9565394 11.0192561 7.3668581 8.0751839 11.7752866 8.5450309 11.2836403 8.7355205 1.8678965 13.8477206 8.4280021 6.0642966 6.4687364 7.8117157 8.7203414 9.4932014 8.6880775 8.5744906 2.2829438 11.2094791 8.2810560 8.9086448 11.3113025 9.4343753 9.7946886 10.7643991 0.2829735 9.6852374 4.1574076 12.7897865 8.3255074 7.2563946 8.6550756 8.7474002 12.0406038 2.6048542 9.5644797 3.7423728 10.6884320 10.4545298 9.5575083 13.1076959 9.9897198 8.7707759 10.1025828 11.0910958 10.0993863 6.2057678 9.8038820 10.4070573 -1.3018704 NA 8.5213405 10.1403987 10.4004795 8.7035980 NA 7.9553610 8.3200252 10.2131805 TCGA-G7-6790 57 0 NA 1575 kidney stage i t1a nx mx 23-10-2014 male 2007 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.5464800 8.5294630 7.2467558 4.9330958 2.5407712 9.2693790 8.9703941 3.7107018 5.8627068 10.7998153 1.3887957 9.4838790 8.1846344 5.8912758 10.1781168 12.1938920 11.6108992 7.4762383 15.7716468 8.2412181 11.5829848 4.3063133 9.4276942 7.6597191 4.0517375 3.5375321 9.7433919 10.1506957 8.1406912 9.6314199 9.4926458 9.9262093 9.6419661 6.1672174 13.6862328 11.5934821 NA 11.5373930 9.6355475 7.3635084 NA 4.7887066 13.4530688 7.0705997 9.1532782 8.0390292 9.8014626 10.7782272 8.3377914 12.0863162 NA 9.0838101 -1.7809089 -0.7811568 9.5857188 -0.1961117 7.1317397 10.6690304 9.1503264 9.1279933 10.2450277 8.9969273 11.1778233 9.4518705 10.3752493 13.2885936 NA 10.3632950 10.6813525 11.4378674 9.6261179 10.9062258 NA -1.7809089 NA 0.5408208 5.4949756 12.7110789 10.3407074 13.0920058 9.8335600 11.3009992 3.2632448 8.0294220 6.5631459 11.4599395 11.3620739 12.0366672 4.9467683 7.9636839 10.3900269 4.5938915 3.3481333 5.2741312 0.5408208 10.0795492 13.2289848 10.4461652 9.5486464 9.9425111 7.0453982 9.2522732 7.4307386 10.8500295 13.8353990 8.2188499 8.1759522 9.3694034 11.2267534 8.4209741 11.1554881 11.9072098 11.5612027 9.3654187 8.8445589 5.4306399 12.5933463 9.2639271 9.6741774 8.6534785 8.1672174 NA 7.8038128 10.3168822 3.3327938 9.2935135 11.4624704 7.8699016 11.3061472 8.8271051 10.2879642 11.6606272 9.7236691 8.2573850 3.0768327 7.8645087 9.9476210 NA 10.3458772 5.6864557 7.6324784 11.5675783 11.4493210 9.0350338 9.9114657 9.6030942 8.8618044 11.1415274 9.3812414 11.0455972 9.9158177 3.5407836 10.3029941 4.6945849 8.3797678 9.0961343 3.2632448 10.6414405 7.3195123 7.6823745 5.4712330 3.2632448 NA -1.7809089 11.8280289 10.7946258 10.7214333 10.8775079 11.0312280 9.7084623 7.4869943 8.6068675 10.7640560 10.4955562 9.2096632 9.4512711 11.3755653 7.8663084 9.0619859 NA NA 9.8271050 8.2577692 8.6218621 8.1287435 9.7006495 12.1239551 10.3840712 1.6782973 8.8047515 14.1153718 11.1867969 1.3887957 0.2188432 -1.7809089 -0.7811568 6.9330958 13.3563217 8.6864557 8.3390879 10.9841362 NA 9.3705011 9.2117671 10.4821193 10.2916527 6.4762375 11.3906524 10.0217704 10.4566576 9.7236691 2.6782748 8.6229274 9.6106307 4.3107618 5.0542711 11.1941608 0.00000000 0.65785000 0.69046000 -0.00415460 0.70176000 -0.00207840 -0.00655700 1.37480000 0.00069327 0.18692000 0.18692000 0.24280000 0.18711000 0.00000000 0.00000000 0.00000000 0.65785000 0.69385000 0.69969000 0.69780000 0.69780000 -0.01261900 -0.00415460 -0.00802440 -0.00802440 -0.00207840 0.00097064 0.00097064 -0.00655700 -0.00304750 -0.00304750 0.70270000 0.70270000 -0.00373950 0.70776000 0.70157000 0.00069327 0.18692000 0.000 0.000 0.000 0.000 0.000 0.000 0.703 0.000 0.000 0.708 0.708 1.375 1.375 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.243 0.243 0.000 0.000 0.000 0.000 0.000 0.000 0.703 0.000 0.000 0.708 0.708 1.375 1.375 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.661 0.661 0.698 0.698 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.243 0.243 11.1455168 12.1513417 10.7458383 14.6798179 8.7991087 0.2188432 4.4476718 9.5469641 10.6558869 -0.7811568 8.3195123 8.7906026 8.5146190 14.3630105 6.4234219 6.4809453 6.6741767 5.4762391 6.2075356 7.4762383 12.0631636 10.5427493 2.9192829 10.0945995 10.3327323 10.1882367 5.1613637 9.0768311 10.1049277 5.0643397 12.0148827 4.4667772 6.9018444 8.7206872 7.5407782 10.2966673 9.1113929 10.1328615 7.8716952 NA 10.2956657 9.1136679 9.3494208 11.1710453 3.3481333 10.9638941 10.3076383 6.8261811 4.4476718 9.3685973 7.0830367 14.4191741 10.0737185 9.6409150 13.2436435 12.0317294 6.8627068 8.0690372 10.0477799 7.9603171 10.7901288 11.1714094 4.5938915 5.0768327 13.4188292 3.1730475 11.9794661 1.0262335 -1.7809089 11.1208483 8.7512059 12.6172598 8.0374322 13.2885936 8.4258646 9.4313465 5.0596927 9.0922941 11.7419220 13.8661680 12.0366672 11.9984669 12.0376320 10.4270845 -0.7811568 11.2815709 10.5013594 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NA NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 162.40.0 NA NA 2 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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4.5713188 10.3790790 6.9156177 3.4293080 0.8932845 8.7856408 9.3818933 8.9986344 9.8174683 9.6143489 8.3641119 8.9625652 7.4105251 13.2231581 10.7073515 NA 11.5841207 9.5125673 8.3689831 NA 5.8001415 12.3327689 8.0929220 9.7862477 7.9398278 8.6941496 11.4744503 8.5853419 6.9403958 1.7412297 8.5167653 NA NA 9.7995390 1.3786781 9.2898545 9.7697666 9.2375456 8.4661393 9.1851111 8.9055949 11.5780579 9.8445344 10.2512414 14.4927674 1.8932457 11.3889768 11.0970870 10.1158032 7.0059501 10.7688455 NA 5.2151777 1.8932457 0.1562672 7.2437471 13.0833830 12.4847720 7.2958350 9.2410925 10.3144730 3.1562833 7.8287096 6.7904906 11.4579708 10.5741366 12.6190863 6.5020584 7.2508015 10.7938146 1.1562672 6.3395062 6.2578215 0.1562672 9.4827136 13.4426493 10.8189525 11.4858936 9.6680367 6.6102409 9.5874334 6.4661393 10.2540090 9.8073358 9.5218776 5.1562833 10.0737506 9.9095009 8.8682376 12.8554227 11.0427428 11.2228218 9.6798460 8.8555674 6.2571917 12.2069263 9.2024985 9.6680367 9.1851111 5.8751018 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8.1823462 10.7651550 4.5486031 9.9625652 9.2516812 7.0987985 4.2992447 10.1454421 5.6157164 13.6983889 10.1515802 9.5072232 13.8074853 13.0020355 7.7309911 10.0997757 9.8281200 8.1693739 10.1070830 9.8578793 4.5255177 6.0225320 13.2053952 4.1860330 12.3980687 2.3786781 0.1562672 9.5825489 9.2446307 13.8850195 8.9561055 14.4927674 8.5020588 9.8433680 5.3683353 13.6682426 9.9479897 13.6133229 12.6190863 13.7874611 12.5921280 10.8541204 2.3786781 10.3734340 10.4593037 10.8616285 9.2330998 8.8682376 7.6693535 9.9673911 13.1592749 9.1814236 11.6145198 3.7412512 6.8796604 9.0899748 12.9398301 11.3637052 12.5496745 8.6929586 -1.4285659 -0.4287601 9.8503517 12.8758868 11.6973807 6.6746089 11.0353567 11.6816418 13.2301467 10.5258814 10.8165771 5.8097257 10.5356624 10.5553839 4.9975860 9.6999604 12.9900307 2.8192390 6.6798460 12.6222679 9.1693741 11.1114496 9.9299728 1.8932457 15.3700212 6.9905658 7.6400996 7.9057961 7.2006780 9.7115123 10.1883298 9.7044638 9.0111526 5.6266027 10.6607720 9.9689962 10.9067120 10.8969082 10.3428111 11.1459151 11.6690246 3.7412512 10.1186982 4.0631750 13.2573116 9.9759309 7.6534707 9.6680367 10.0582974 13.1700720 2.6587827 9.0581566 -1.4285659 10.5334946 10.5961150 11.0518594 12.1742524 10.3144730 10.0751474 10.7608374 11.0440124 10.6269124 7.1104802 9.7443741 10.4191619 -0.4287601 3.8567268 NA 10.1942885 10.0001423 9.7586736 -1.4285659 9.1440219 8.8156856 10.1407025 TCGA-G7-6793 60 1 336 NA kidney stage iv t3a n2 mx 23-10-2014 female 2007 NA NA 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 NA NA 1 1 1 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.06558874 14.05977185 6.99734774 11.50662252 10.59458111 11.14790753 5.13485342 11.05782768 NA 0.93847400 6.16727362 1.52341141 -0.64656378 13.01293019 1.93843636 1.52341141 8.91668802 10.68496851 4.16084760 6.84934630 8.97095917 11.28015831 9.80676226 11.17602869 7.04697882 7.26638084 10.99192760 4.89264845 4.18638170 7.55070831 1.16085567 9.57628668 15.06666337 9.31638766 11.62217988 8.82313346 5.35349268 8.25586703 7.40334016 10.88231940 6.62961599 10.17087509 9.91239074 9.53978539 9.29160103 9.21069521 11.41823444 13.51072019 11.45185281 10.02591705 8.87312785 6.88977772 12.25897273 8.43430921 9.20913896 8.99102234 5.62961599 1.81290890 8.62261853 11.22847306 9.93575601 8.03937915 10.69083488 7.72417889 11.22173549 10.39959249 9.54084369 13.30190455 10.53433323 8.10270747 3.93845518 8.66977337 10.58800979 NA 12.66318119 8.88682142 7.59904473 12.33906683 10.36401983 9.14465467 10.66637466 9.29747162 8.50450837 11.08615096 9.13239022 10.62757857 10.53929629 3.77975349 10.82618252 4.90808273 3.44095220 7.68216664 3.30769081 10.91406337 3.99734661 8.19851134 7.97578149 7.02591691 2.60141128 NA 11.96854653 9.43297652 10.91954575 10.74123978 9.74849025 8.85314828 6.09300233 10.25511286 11.16185261 10.84584566 10.02459035 9.33363125 11.32916055 3.30769081 9.00274780 NA -1.64656378 10.57990393 8.73611573 9.76075953 8.06429817 9.77187139 14.81236285 12.14821214 -0.64656378 14.04436270 12.09653787 9.24906698 -0.64656378 8.66587558 0.35343622 2.67540948 8.35067139 13.81921751 7.96820137 9.11086511 12.49408184 NA 9.70553511 9.07325684 10.77345187 9.59070156 7.25734352 12.39043796 8.98830266 10.63947177 9.47955071 6.14139396 10.44194871 10.24603451 1.52341141 6.94770472 10.46886054 0.0127280 0.0018755 -0.0123660 0.0016754 0.5673000 0.5775000 -0.0136050 0.8091900 -0.0206150 -0.1041400 -0.1041400 -0.1041400 -0.1096500 -0.0720710 0.0074336 0.0428060 -0.0010363 0.0021530 0.0021530 0.0021530 0.0021530 0.0130070 -0.5821000 -0.5910300 -0.5910300 0.0413910 -0.5724400 -0.5724400 -0.0136050 -0.5796400 -0.5796400 -0.5840700 -0.5840700 -0.5822000 -0.5875000 0.0389870 -0.0206150 -0.1041400 0.000 0.000 0.000 -0.580 0.000 0.000 -0.567 -0.582 0.000 -0.029 -0.577 -0.538 0.719 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 -0.591 -0.591 0.000 0.000 0.000 0.536 -0.572 -0.572 -0.104 -0.104 0.000 0.000 0.000 -0.580 0.000 0.000 -0.567 -0.582 0.000 -0.029 -0.577 -0.538 0.719 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.605 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 0.000 -0.591 -0.591 0.000 0.000 0.000 0.536 -0.572 -0.572 -0.104 -0.104 12.532468 11.696400 10.258126 8.219225 9.609700 NA 2.353493 9.775556 11.227228 0.938474 9.417561 4.160848 7.869192 12.400360 4.025915 6.278304 5.771344 8.528417 5.812924 7.319276 10.052196 10.652986 2.601411 10.513993 9.012596 10.971418 7.982848 3.260387 9.890225 8.009916 12.720624 3.353493 6.657273 8.111715 8.600232 10.975543 10.3499652 10.1930892 9.0478497 2.5234114 11.0530641 10.5504012 8.5445511 11.2005490 7.0117036 11.7831600 8.5158831 6.9718769 5.5334014 9.6663746 6.0539324 14.9898756 10.9695810 9.6849684 12.6404825 12.6619729 8.7776581 10.3869147 11.6355665 8.4006156 11.3428862 13.2710503 11.9108357 9.3105937 14.1787735 7.6504077 6.1083802 8.3307717 NA 10.8706689 9.3055048 13.0553396 8.8322612 14.0597718 8.5702375 9.6922281 5.8708455 8.8282117 12.4298898 16.8388533 11.1760287 13.2425678 12.6338275 10.4369710 3.9080827 10.9677414 9.9538692 11.1722735 9.4356407 9.2106952 7.0711684 10.5026037 13.7197798 8.3577121 12.0984296 6.3647195 8.1989817 7.4567799 13.5086072 10.6498344 12.3834690 8.2827502 0.3534362 -1.6465638 10.3120444 12.5218504 11.5343954 6.7328702 9.9787439 11.1558061 11.9889831 9.4704854 11.4321429 3.3076908 8.8593034 10.8505950 6.0399916 9.9389237 12.7993931 7.6526994 8.3730822 12.7692915 8.2346057 10.7705531 9.8083051 1.5234114 12.3870007 6.2725346 8.1083791 6.3401296 7.9309206 9.5574514 9.2641343 8.2361348 8.6014191 5.1863817 8.3149412 10.0865070 8.0099165 11.2452754 9.2238564 11.4143564 9.8583107 1.6754095 10.1158738 5.0259191 12.9338209 9.0915840 5.2238550 8.8231335 9.0598409 11.6509812 1.5234114 9.2414739 4.5234177 11.2284731 10.7482223 9.9085601 12.3390668 10.0013997 9.4534970 10.6275786 11.9117928 10.4641348 6.2783045 10.2645091 11.0498072 -1.6465638 0.6754546 -1.6465638 8.3250351 7.6607383 8.9375148 3.4409522 9.7055351 6.4303070 10.0294487 TCGA-G7-6795 56 0 NA 1194 kidney stage i t1a n0 mx 23-10-2014 male 2008 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.40.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.0545329 10.6834630 9.6782760 5.9597725 8.5005352 10.2445369 9.0603444 9.8741062 9.4941091 8.2259131 6.8699762 11.2502682 9.2591385 4.5612223 11.2638682 5.0559895 8.3591794 9.3662343 4.0086841 9.9155729 6.3014633 10.9809919 9.7302371 6.9535411 6.5447357 11.5643578 9.6923787 9.1692260 5.1241585 2.4237126 8.8978312 7.0325285 4.1017929 7.2767172 9.9519785 2.6867470 11.0266042 3.1892553 9.8970197 6.8566795 8.8798687 11.2171605 7.3209603 15.1713043 7.4768312 10.4686602 4.8297126 11.7861019 8.1516402 3.2717095 5.5589258 10.4015720 10.2304305 7.8365011 10.5048037 8.1866001 9.0947299 8.8466256 4.1892553 12.9584117 10.4844157 NA 10.5596855 7.9871827 6.6942492 -0.8980810 6.9283407 13.3362349 9.3615348 8.3848800 6.9472816 8.7456478 10.7247586 6.4681141 8.6049812 1.1017845 8.4962542 2.6867470 -0.8980810 10.4360649 3.0086841 8.5612234 12.0077427 10.4338282 8.8550083 12.3763154 9.2323622 11.4895020 10.0391654 10.7825906 13.2304305 3.5612284 10.9922041 10.6453069 11.9549062 10.2445369 9.8516611 -0.8980810 2.6867470 4.4593464 1.4237395 5.8566795 12.2176481 11.2307526 12.9797467 11.2223535 11.3203549 3.0086841 9.2103160 5.0559895 10.8765787 13.8374006 11.0614314 6.9409959 6.9905351 11.1147653 5.5936436 0.1017845 5.8566795 -0.8980810 9.0325290 11.6766217 10.0559880 11.3703337 8.8074242 6.8432590 9.1732541 7.7275005 11.5188029 9.3378059 8.8263054 5.8432578 9.1526334 9.4101308 5.0790708 10.5048037 11.0450390 12.0343755 7.4460875 9.6327441 7.1467866 12.8778134 8.6467560 9.4735684 8.6525385 7.5154199 NA 6.7528436 9.4768310 1.1017845 9.4686603 10.2096626 7.5026711 9.4315881 9.2037674 10.6881623 11.4270971 9.7384162 9.7747209 4.0559852 8.9488490 9.2692097 -0.8980810 8.1945486 8.5795498 2.8022346 11.1296977 12.1914076 9.2063905 9.0617935 10.1509596 7.7201772 11.4827694 9.9851987 9.8616798 5.0325285 4.7165026 10.7733327 3.6867582 3.8022346 6.5775255 1.6867470 9.6515763 1.6867470 8.1017919 6.4948812 5.3871936 NA NA 11.6942487 10.7197182 11.4301861 11.6103292 7.7847860 5.5447357 7.5747260 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0.000 0.000 0.000 0.671 0.671 0.000 0.000 0.611 0.611 0.000 0.000 0.644 0.644 0.000 0.000 0.000 0.000 1.267 1.267 0.000 0.000 0.000 0.000 0.232 0.232 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.000 0.000 0.000 1.257 1.257 0.000 0.000 0.000 0.000 0.000 0.000 0.671 0.671 0.000 0.000 0.611 0.611 0.000 0.000 0.644 0.644 0.000 0.000 0.000 0.000 1.267 1.267 0.000 0.000 0.000 0.000 0.232 0.232 10.3674067 12.2600857 10.8978312 11.2987011 8.5591725 0.1017845 5.3685798 10.7961496 10.4437440 NA 8.9091466 9.0718975 8.9441419 15.0666289 7.9566602 6.5856071 5.4768321 7.3638868 7.0443067 7.2259131 11.9008708 10.1509596 -0.8980810 10.9655907 8.9059228 9.2142312 4.6867526 14.5767650 9.6066106 7.0733350 13.2084347 6.8022320 6.6253538 9.4315881 7.1296972 9.3975606 8.9299283 9.3638866 10.5815719 0.1017845 9.9713855 8.5896317 9.3330129 9.6621245 1.1017845 11.3106356 8.9187753 8.2817006 4.8297126 7.8432584 7.0790719 12.5156840 11.3372076 8.6754388 13.4580373 11.2773412 5.3306086 8.8280098 9.0161768 6.7671277 11.4943774 9.9613264 4.2717170 4.6253523 13.1425951 5.2916146 11.6241280 3.2717095 0.6867918 10.1812764 8.1759332 12.6046235 9.3269990 13.2304305 7.9155729 7.9346816 6.2978279 9.6621245 8.2817006 11.4067133 11.0614314 11.3054455 10.6549409 9.6867542 1.4237395 11.2588227 8.8348070 9.7689032 8.2259131 5.0790708 7.4941091 9.8847899 12.5020040 7.1892543 9.5693973 6.1678817 8.2310747 9.0790716 12.9278465 11.8843804 11.6460317 10.5291045 0.6867918 0.6867918 8.4527309 11.5958972 10.0104169 6.9219706 9.0236327 12.1212086 10.9981241 9.1475514 12.2108061 6.9721561 10.7728904 7.9504148 5.3497191 9.0310500 11.2419152 4.5612223 6.5196441 11.2767174 9.3697487 9.8254525 8.9613264 2.8022346 14.4435884 5.8505219 6.2616624 6.7600027 7.1352147 7.3209603 8.5154195 7.8022314 8.2438985 5.4055738 9.8774019 8.2940845 5.3497191 12.1461858 10.3514977 10.8933615 11.3318121 2.6867470 10.1826091 3.4941083 12.6294336 5.7165026 5.8699750 8.8074242 10.7389916 12.2923880 0.6867918 8.8056952 3.1017845 9.4768310 10.4510729 9.5744825 11.1296977 9.5642939 7.6370668 9.8616798 11.7107395 10.2489966 7.3732549 10.7711197 11.1444770 -0.8980810 1.9091587 NA 7.5896317 12.0812615 7.0675763 NA 6.8499843 7.5154199 11.0007709 TCGA-G7-6796 58 0 NA 1059 kidney stage i t1a nx mx 19-3-2015 male 2008 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.50.0 NA NA 2 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.0154517 7.0626787 7.3579012 10.5465465 9.1993229 7.5134939 4.9783604 3.8084365 8.4522936 7.9029551 2.9239098 5.7780640 10.8131260 2.6829103 10.9108505 6.8308055 4.2234766 7.6951503 13.8515216 11.0187028 8.2760430 15.8240992 7.7548561 10.2617080 4.5454001 10.9488411 6.9581850 4.9783604 3.7731418 9.7980683 9.2276954 9.1091712 10.8816863 8.4949380 9.7771042 9.4083501 5.8528303 13.2514672 10.2298010 0.8084262 11.2139334 8.8985143 7.2733238 NA 8.0876612 12.8774395 8.0372559 8.4522936 7.7431110 10.4796836 10.5627682 6.8455264 10.8480693 -0.7764539 8.4426433 NA NA 9.3540455 3.6157929 9.4083501 10.4516923 9.7857173 8.5431471 10.1356157 8.8781110 10.8616166 10.0650392 11.2489605 12.6165971 2.5454001 9.9595722 9.6880207 11.2021853 8.2733233 9.5238273 NA 2.9239098 2.8084468 1.5454248 5.5272549 13.7359684 10.4749573 14.1188135 11.5949793 11.9260805 5.9099747 8.1273568 5.2007554 10.6586241 12.1222652 11.4764359 8.9547939 7.4808629 11.4782083 7.0876612 0.2234225 6.0563646 NA 8.8852528 13.6248211 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11.2188887 9.5487803 10.3168924 8.1571655 6.9029551 7.1423379 10.2078933 12.0816502 8.9308340 10.3195311 5.6829075 7.1718423 7.0626787 13.8918873 11.0845617 11.6588847 8.9850262 NA -0.7764539 8.5897972 12.5788260 10.2903848 7.0752235 9.9187032 11.093069 11.781656 9.149771 11.561933 6.762633 10.083786 11.803969 6.004834 9.009744 10.812986 6.342416 4.838185 11.456789 10.366858 11.246189 8.506563 2.393389 14.803174 5.361796 5.823388 7.707572 7.913473 7.947989 9.143828 8.284171 8.581027 2.030830 10.072098 9.398401 7.518095 12.224883 9.787624 10.440827 10.788101 2.682910 10.139354 3.615793 12.727661 7.342416 7.930834 8.895900 10.065464 12.343389 7.707291 8.897667 2.682910 9.999908 10.759722 9.860099 12.600957 10.703760 7.750952 10.022756 11.353724 10.100759 7.423147 10.861458 10.855107 6.923915 1.545425 NA 9.773260 11.527689 7.118292 NA 7.856470 8.163054 9.836343 TCGA-G7-6797 46 0 NA 765 kidney stage iii t1a nx mx 23-10-2014 male 2010 NA NA 100 kidney papillary renal cell carcinoma yes NA 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9.67162846 10.59427552 9.62407329 9.08104131 7.63946227 9.08104131 12.75688819 7.69206587 11.63130476 6.45608002 7.60460363 9.31825130 13.23903245 10.28071371 12.39179615 8.37566200 0.08106688 NA 9.79098669 11.78104753 10.64280661 6.96368450 11.54379923 11.98417006 13.07167721 10.77103934 11.19868451 3.83592407 11.64757117 9.48298760 4.25096915 10.60998382 10.89161300 5.27086528 10.04898812 11.95177981 8.70857525 11.49810274 10.64137424 2.78148562 15.06812771 7.91522808 6.84259297 7.88407464 6.18956564 10.20192725 9.81744339 8.90115653 8.62600575 4.36644112 10.56233631 9.64137424 9.45608084 10.81532765 10.08876956 11.10202129 11.72984835 3.66600665 9.62793581 5.80896160 13.10626315 9.79184776 7.22059308 9.63658910 9.09374978 12.16618185 1.66598392 9.07822074 1.66598392 10.53431203 10.86935186 10.94096439 11.14342486 11.06260867 10.46420561 11.29596759 10.95410090 11.13176412 9.81997802 10.29414559 10.85829671 -0.91893312 3.08104983 NA 8.12543569 9.88078438 10.00733736 0.08106688 9.42311612 8.57889306 11.39449131 TCGA-G7-7501 55 0 NA 416 kidney stage iii t3a n1 mx 19-3-2015 female 2011 NA NA 90 kidney papillary renal cell carcinoma yes 17 1978 black or african american not hispanic or latino 209.44.0 NA NA 3 3 4 2 1 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.103808658 8.158514263 4.619776867 5.476410852 10.207172373 9.260508419 4.639139531 4.964911479 10.269666128 3.054171241 10.432342603 5.039677987 2.732247488 9.845465744 11.836193118 11.557049358 7.415946224 15.067500456 8.771168541 12.442625669 4.165212524 9.385453040 8.163538482 4.082745161 0.732225777 9.833437565 10.504069247 9.170209755 9.618556009 9.077433152 8.779918922 9.762365095 6.421548164 13.694422718 11.513773333 NA 11.821170395 9.945995496 7.698033684 NA 7.503078364 12.566483690 8.635529134 11.251296174 8.847033223 8.600146332 11.064062342 10.046946223 10.560681332 -1.589876022 9.692251600 0.410341105 2.869752986 10.531531279 3.497778403 7.562606487 8.987750324 9.362334652 9.597054927 9.144184319 9.486469023 12.127570669 9.544106093 10.110761251 12.285590982 1.410341105 10.464037093 10.616114867 10.228903807 8.036030160 9.368874400 NA 0.995303605 2.732247488 -0.589658895 3.869752986 14.130218388 9.837110520 11.763606273 10.041953410 9.787532046 3.933884181 7.148413534 5.980176144 11.393136971 10.056430169 12.382818615 7.131420743 8.866675895 10.742637942 4.110764122 2.110764122 5.802637850 -1.589876022 7.802639142 14.314744533 10.294110432 9.308923044 9.355033669 8.073879666 9.947054483 8.236869985 10.389335887 8.877927029 9.012092333 3.268299640 10.590348827 9.237664332 8.658248978 10.854042180 10.653495562 10.316460641 9.292964605 8.948510618 3.206815112 12.620231810 9.527315329 10.258553315 13.004762832 8.729993859 0.995303605 7.370323854 10.450611341 3.327759210 7.546133566 10.991051264 8.446495281 11.079206552 5.465605584 10.369236791 10.822097396 11.808664467 8.150405834 4.639139531 4.677107908 10.380427514 -1.589876022 11.286838534 9.864106578 6.292963915 11.978634033 9.253457515 10.104679469 9.817589364 9.379708026 8.971609652 10.833865639 9.498447350 10.134408992 7.552428564 4.410320750 9.756835328 3.869752986 7.759049945 8.817589364 2.317217226 10.136539783 3.217680519 8.399006132 6.175259111 4.410320750 -1.589876022 NA 11.328253051 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10.2845345 8.7568352 -0.5896589 7.4574457 9.8433853 8.9716097 10.6864460 5.8779283 10.2963991 10.1297104 7.2714089 5.1107599 10.0769894 8.2868386 13.6832794 11.4487262 9.9980992 13.6365456 13.0281908 6.9610688 8.0577800 10.2675250 5.0250332 10.1068545 10.3081671 4.3172100 9.6013808 13.7420083 7.5877408 7.4737163 1.9952674 3.0541712 10.7752769 8.2651898 12.0223838 9.7634683 12.2855910 9.3043814 8.3818652 4.6009358 7.3818648 11.2388548 14.2313232 12.3828186 11.3694180 13.8298868 10.6665303 NA 10.3721330 10.6809089 10.5818111 9.5945771 8.6582490 8.2990647 10.1475690 12.8373070 8.7254712 12.2595312 6.0396780 7.3321628 7.9436512 13.6816124 11.2583576 12.9152026 8.5279649 -1.5898760 NA 10.9181162 12.7024994 11.6050569 7.2990651 10.4526649 10.9701767 12.1937291 10.5635569 10.0667465 4.2432121 11.5679843 8.1900409 3.9649069 9.9586619 13.1731707 1.2176650 6.7678733 11.7801847 10.3710476 11.3051394 10.1441843 3.3172172 14.3225326 7.1899095 7.5651394 8.1598557 7.1211284 8.4285218 10.4337294 11.5358965 9.1081580 3.5396055 13.4419797 10.6225139 8.2960177 11.1473576 10.1718728 10.7237715 11.7226373 3.4547155 9.5181924 3.6957266 12.2929742 8.3425365 8.6246409 9.3550337 9.2296146 12.8283718 1.8697530 9.7361891 2.2176650 10.4506113 10.3528361 11.2356779 11.9786340 11.6637259 8.3688744 10.1344090 10.6394408 11.0111916 4.7678719 9.6928310 9.9161331 1.5802420 3.7678772 2.8697530 8.6026142 11.5232253 9.1124942 0.7322258 8.9658694 9.4790998 9.2636312 TCGA-G7-7502 83 0 NA 786 kidney stage i t1b nx mx 19-3-2015 male 2011 NA NA 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 209.44.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.86638319 10.79926891 9.21430649 11.81494870 9.29672445 9.64667858 13.84334274 5.97704174 11.22433276 11.12983783 10.21984456 9.71885700 9.93196030 NA 1.96952812 1.84402403 -0.03047188 7.80874993 13.31785942 10.52061357 12.54121984 9.78225833 10.77394615 4.72443200 8.26416717 5.56449402 10.80691134 10.35828109 12.51311620 7.74652776 8.95823079 11.09366752 6.21747308 5.49310930 4.19194159 0.70655265 9.44662988 13.22290129 10.66680336 10.89039524 9.19996699 7.61580470 9.83630999 8.10397227 10.78717744 10.76855794 9.01120545 6.65137034 10.19089976 9.88492770 7.73552285 12.06428372 11.41041536 12.49995254 9.19836499 9.29648494 8.16854777 12.00400131 8.64197152 9.70482010 9.02211421 8.22063419 -0.61550806 8.80032562 10.17370974 1.57995247 8.19738676 11.39598567 8.61700455 10.75853638 8.38176312 10.24373024 11.54098284 10.77340826 9.01325706 4.49310930 7.45067268 10.96601971 0.38460246 10.36186363 8.55950940 6.13277629 12.35855008 10.88617211 9.17737394 10.25648894 9.84810805 8.99098889 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10.6313243 9.5349656 11.7926400 5.9391725 7.6229882 8.4733721 9.6860799 10.4173183 9.64491528 9.76558580 8.87643683 1.38460246 9.70820155 8.60858528 8.35325050 10.62418225 2.90814039 9.71773913 9.97984115 7.06406369 5.13946950 9.30195568 9.22221167 13.10097449 10.80269988 10.29372671 13.61114642 12.30148948 6.12604982 8.73552285 9.75581577 9.06230334 10.06538274 10.36436615 5.33878094 7.38176356 13.66731018 4.92374344 9.34095987 2.47204580 NA 10.69689947 8.00480361 12.46905994 9.56945900 13.84334274 8.67460259 7.90814580 6.44122118 10.89510067 9.76882777 13.32815162 12.51311620 11.54603056 12.13371988 10.45772109 -0.03047188 11.19354791 9.92131656 10.09839982 9.34892463 7.73552285 8.41387076 9.63547417 12.47643227 9.90863565 11.61250041 6.79397519 6.74652776 8.86436384 13.55368467 10.60284424 12.98554193 7.74871816 1.38460246 -0.61550806 10.97282984 12.19996699 10.87670479 7.47469643 10.44156004 11.4310256 11.9001603 10.5336925 11.1661483 6.7552708 11.1810290 10.3416857 4.9391749 9.5164407 9.8481030 5.5138665 9.1806233 12.4123066 9.1133546 10.9346089 9.8839313 4.5138697 14.7553222 7.4935000 6.9353301 7.5408441 8.1675817 8.2824291 9.7338649 8.4680631 8.5632485 6.1919376 10.4654012 10.1519406 8.3182744 10.4296607 10.0476971 10.5610685 10.8488741 0.7065527 10.6345860 7.5818001 12.4897401 7.7421356 7.2394525 9.1999670 9.1473810 12.3614163 5.5444545 9.7042559 2.4720458 10.1737097 11.2039645 10.1519406 12.3585501 10.8082249 8.8481080 10.8871669 10.4231598 10.9752058 9.6820732 9.4351127 9.6940601 1.1919416 -1.6152870 NA 9.7104512 11.3567684 8.5087052 0.9695281 10.1310980 8.2158911 11.3554086 TCGA-G7-A4TM 40 0 NA 194 kidney stage i t1a nx mx 19-3-2015 male 2011 NA yes 90 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 325.39.0 NA NA 1 3 4 6 1 3 1 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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13.6690612 2.3336241 2.5487079 5.9995108 6.5989726 7.7650454 10.8417274 7.8620068 11.6996138 11.9446527 10.0065972 8.0594532 4.7624711 10.8993892 8.1230360 5.8130962 11.3961931 0.6331987 4.3336312 -1.3669874 3.2181457 10.9923887 10.3439947 9.6932085 3.9907371 9.0168924 9.7312202 10.1084149 10.1733162 9.9785935 8.7469304 6.0255050 9.0276509 9.7120062 6.5873845 9.5204089 5.4786774 9.5378229 10.0818208 3.0255073 10.6430168 7.7955793 10.3431336 10.5054783 7.4597365 8.3161829 11.1126047 8.7701792 7.8377591 6.8715936 3.0926134 9.8024870 8.8870357 4.9907416 6.5757026 9.9819164 3.0926134 10.6610943 8.5844729 9.7390967 9.3677793 11.9925260 9.9098943 8.1409831 15.2537517 8.2643652 10.6809938 4.6331871 10.7315493 8.5310336 6.7778471 4.1837803 10.1887360 9.6823561 8.8976307 9.9511661 10.0103987 8.8402026 8.1350254 6.2106168 12.3273284 11.3706469 NA 11.4843517 8.8254317 8.2030440 NA 6.2478971 11.6266574 9.0222818 9.3144267 7.7547218 9.4739661 10.9412428 7.9730384 7.6638555 -0.3668013 8.7740181 4.7206506 NA 10.4042649 4.2478971 9.0308630 9.8632086 10.0109411 8.4243511 10.6289554 9.5902902 11.6878299 9.4966002 10.3470043 14.7980755 2.8031030 11.5952835 11.2460567 10.8316333 8.9652247 10.0667736 0.2180992 0.6331987 1.6331987 0.2180992 8.7980952 13.6599278 11.5349979 8.0802713 10.2428287 10.7759335 6.8571898 8.9438009 5.3336277 10.9338268 10.6257726 11.8954006 7.3370920 7.5400792 10.7573096 4.6992795 3.6331871 10.3955702 0.2180992 9.6796302 13.2446165 10.0265786 12.0683376 9.4700276 6.8668079 9.9375395 7.7905349 10.9921718 8.0147313 9.4644955 6.1877776 10.0784567 10.2497371 7.7126728 11.7322072 10.9272346 12.4051934 8.9162766 9.6635174 6.1481003 12.3895361 8.6147555 9.0489301 9.2770444 6.5219317 NA 8.3249316 10.2607221 0.2654369 8.6047463 10.2756913 8.7867401 10.6147555 9.2228393 10.1606652 11.4001312 10.7272659 9.4522017 3.9185866 10.0201285 9.6891485 0.2180992 8.3662037 8.8168237 6.0510414 12.4405431 11.0055092 8.9663437 10.2949663 9.7993512 8.9719246 11.3017541 9.2247105 10.6278952 7.5490677 4.9730372 10.6321311 5.3336277 1.4405270 5.7521304 2.4405536 10.2918461 2.9551082 8.7968378 6.4477379 4.3336312 NA -0.3668013 11.6905031 11.0531484 10.9452203 11.6650617 7.0636410 8.8870357 7.7490904 9.4660783 11.3922442 10.4465686 8.5490677 9.6104681 11.1347766 5.1877757 10.0033307 0.6331987 0.2180992 10.1355228 7.0425787 9.2824444 8.8799287 10.5363169 10.9286702 10.4397378 3.2770474 11.7722599 13.5844729 10.4884460 NA 1.6331987 -1.3669874 0.9550896 6.0510414 14.2604941 10.7123396 6.6938842 11.2368146 NA 8.6204523 9.3276245 10.1079082 9.4251651 7.5931902 11.6508666 9.7006226 10.2368146 9.6468389 5.6104668 9.8674069 9.6118986 4.9926733 7.5105640 11.7789612 -0.00271460 0.01782400 -0.00193990 0.00000000 1.78840000 -0.00119720 -0.00484610 0.87050000 1.98280000 0.12874000 0.12874000 0.12874000 0.12874000 0.00235810 0.00597000 -0.00271460 0.01782400 -0.00193990 -0.00193990 -0.00193990 -0.00193990 0.00249690 0.00000000 -0.00539920 -0.00539920 -0.00119720 0.00138680 0.00138680 -0.00484610 -0.00415460 -0.00415460 0.00041593 0.00041593 -0.00470790 -0.00083160 0.01488800 -0.08386400 0.12874000 0.000 0.000 0.000 0.000 0.862 0.862 0.000 0.000 0.000 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.788 1.788 0.000 0.000 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.862 0.862 0.000 0.000 0.000 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.788 1.788 0.000 0.000 0.000 0.000 0.129 0.129 12.265047 12.228213 10.359406 12.885780 9.348292 NA 3.587389 9.973595 10.269826 -1.366987 8.562447 8.326675 9.201144 13.631779 7.343995 7.835312 6.904651 8.201144 7.042579 7.906984 12.177670 10.358555 1.218161 9.452569 9.630848 9.722639 6.788006 11.251115 9.763115 7.630368 12.122280 5.262546 7.309145 8.080271 10.154789 9.679630 9.3805420 9.8876264 9.7752952 -0.3668013 10.7743375 8.5931902 8.0573544 10.6840572 3.8811164 10.1225345 9.2049408 6.6104683 6.1954303 9.0071408 6.0255050 12.8142628 11.1788767 9.4445629 14.3795713 12.2529497 6.9730384 9.1655442 9.7133396 7.6965830 10.7618270 9.8402026 4.1250394 7.5698260 13.9297819 6.0168930 10.9466382 3.4405403 NA 9.4525691 7.1645701 13.1011758 9.8260975 14.7980755 8.6555561 8.6218728 5.9023148 13.1914295 9.8733832 12.3718083 11.8954006 12.3181560 12.4081811 10.4473701 5.2331019 10.5628165 9.6254184 10.3615339 8.7854731 7.7126728 7.6965830 10.0905691 12.5053821 9.0874875 11.2747884 6.8475072 7.4046775 8.9116377 13.3444449 10.6040131 12.5993331 8.9696947 -0.3668013 NA 8.9973229 12.5515856 11.4497279 7.0594526 10.7547218 11.6847371 12.3036232 10.0065972 10.8993892 6.0761315 10.8037392 10.6884706 5.5639269 9.3721248 12.6921709 6.5873845 9.1068940 11.9000933 9.0573544 11.1820102 10.3153050 3.2181457 15.1660464 7.5329683 6.6721071 7.5905227 8.1210284 8.4340882 9.9232071 8.9517312 8.6803120 5.1567485 9.4731793 9.8864448 8.6472087 11.1701639 10.2666376 10.5276270 11.7472559 5.2030445 10.4668689 2.8811164 12.7777804 8.2913996 6.6775829 9.4700276 9.9187349 12.4916550 6.9819166 9.2887189 1.4405270 10.2607221 10.8099847 10.5931902 12.4405431 10.3909949 8.9874377 10.6278952 11.0163525 10.6200755 8.7086673 9.9306778 10.8099847 3.4911733 0.9550896 NA 9.4509714 11.5483001 8.6638555 1.2181612 8.6204523 8.4911693 10.1781527 TCGA-G7-A8LB 70 0 NA 547 kidney stage iv t2a nx mx 19-3-2015 male 2013 NA yes 100 kidney papillary renal cell carcinoma yes 46 1958 white not hispanic or latino 376.31.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0696591 8.1014815 4.0740001 NA 13.0864102 8.7051271 13.9966422 NA 0.8538360 6.2924247 5.8165050 9.0459862 9.9146575 8.6023797 10.2812027 11.8411664 9.8123527 8.5509803 2.8329913 11.5124726 6.8813551 6.0474010 9.0083720 NA 7.7871889 NA 3.0740087 11.0402287 10.6549114 9.1841325 1.6955039 8.6167348 8.9882708 11.5422330 7.9956128 9.0635588 7.5683179 5.8165050 7.5878803 9.2048682 5.4820867 10.3515562 0.3735090 10.9528768 9.0317723 0.3735090 8.0459862 7.7486001 9.7924676 9.3422276 7.6954886 6.8411668 10.7098554 8.4042279 8.3364570 -0.6263796 1.9585086 8.7637299 8.9845856 3.6214893 3.8971242 9.4950943 3.0740087 11.3969687 NA 6.9585237 7.7871889 9.0442171 9.2879460 8.1150280 15.0594320 9.0029174 10.2088218 4.8971242 10.3565544 8.7680235 -0.6263796 6.5918574 10.4301986 9.7078341 8.4715931 9.9386629 9.4234095 9.1099628 8.9937808 4.7311126 12.9282696 11.0839369 NA 9.9873503 8.5811365 8.5079873 0.3735090 8.3219281 12.0993531 9.6485213 7.2315419 6.8971230 10.0353389 10.9457874 7.5283791 7.6319853 0.3735090 8.4152199 NA NA 9.1483479 1.6955039 6.4820851 10.2781955 11.1720327 8.0029174 10.1549206 9.1598305 11.1075168 9.9020149 10.2253099 13.3903692 1.3735647 11.1101066 10.7567251 10.5787432 12.8331206 9.9377103 NA 3.8971242 1.6955039 3.1809117 6.8573764 14.1621263 10.5397239 10.6415179 12.0171916 12.6350682 2.3735647 9.2729178 2.5434959 10.1367733 11.5695481 10.8137397 5.8971218 3.7658742 10.8118330 3.1809117 0.3735090 5.5830135 -0.6263796 9.4124799 13.1316800 10.9919464 12.6573727 8.8247720 7.7572653 10.2470050 8.2531440 12.1275464 11.0644319 8.7044778 6.5028445 10.0322722 9.6344804 7.0174175 11.7128541 11.1837308 10.9882707 7.4873030 10.7360526 4.5610145 13.3176323 8.3190046 9.6119656 8.3537004 10.8288881 2.1809117 7.3219281 9.5805752 NA 8.6681815 9.4014669 8.7935211 9.8401472 9.1679768 10.0237151 11.7344079 9.0929498 9.8125709 2.1809117 8.9223828 9.6578067 NA 9.9864294 8.0774647 3.4610177 12.5769089 10.8159860 9.1857382 10.3636649 10.5775206 9.3565545 11.6800698 9.0757334 10.7956256 4.6589655 NA 10.2623041 4.7658795 1.2493240 8.5951478 1.6955039 9.6356557 2.3735647 6.6023797 6.9434162 2.6954817 NA NA 11.6926685 11.0946601 10.6824687 12.3355531 6.7829524 7.7696091 5.2160357 7.4069839 11.0997790 10.2048681 8.1712223 9.6333041 10.1124975 10.0972218 10.8411664 NA 0.3735090 9.8008737 7.2864506 9.3721514 8.7156357 10.9533482 8.5028437 8.3903693 7.0388970 5.4820867 12.0306560 11.0065560 NA 0.9585086 -0.6263796 4.0174142 3.8971242 12.6531714 12.0176425 5.1549193 9.7605011 1.3735647 6.5534696 8.2032834 10.3168083 9.6807616 6.8492937 10.8882749 9.4623491 9.6083783 9.3263021 1.3735647 10.7998256 9.5732333 3.6214893 8.2503539 12.3424076 -0.01312700 0.01377200 1.01170000 -0.00027724 0.99821000 -0.00802440 -0.03013100 0.89227000 -0.08187100 0.21864000 0.21864000 0.21864000 0.22505000 -0.04121700 -0.04121700 -0.01312700 -0.03958400 0.94721000 0.98059000 0.98059000 0.98059000 0.02160300 -0.00027724 0.00000000 0.00000000 -0.00802440 -0.03040400 -0.03040400 -0.03013100 -0.01752900 -0.03226100 0.00956000 0.00956000 -0.02466100 0.91339000 0.88386000 -0.08187100 0.21864000 0.000 0.000 0.000 0.000 0.965 0.965 0.000 0.000 0.000 0.911 0.911 0.886 0.886 0.864 0.864 0.000 0.000 0.000 0.000 0.899 0.899 0.000 0.846 0.000 0.000 0.981 0.981 0.000 0.000 0.000 0.000 0.000 0.000 0.998 0.998 0.000 0.000 0.000 0.000 0.219 0.219 0.000 0.000 0.000 0.000 0.965 0.965 0.000 0.000 0.000 0.911 0.911 0.886 0.886 0.864 0.864 0.000 0.000 0.000 0.000 0.899 0.899 0.000 0.846 0.000 0.000 0.981 0.981 0.000 0.000 0.000 0.000 0.000 0.000 0.998 0.998 0.000 0.000 0.000 0.000 0.219 0.219 10.3400663 11.8459978 11.2748049 13.6129356 9.0335568 NA 4.5830135 10.4035382 9.6741880 -0.6263796 6.9434162 7.8452360 8.1679765 14.6006503 3.5434835 3.8329913 6.1417454 7.2315419 4.5434835 8.2954016 10.4172717 10.7415216 1.3735647 8.8634089 9.2290055 10.0174170 5.8165050 13.1246865 9.4056065 5.7658795 11.8865482 6.1549214 6.6403476 9.2894403 8.8833358 9.1450502 8.8350404 9.7233949 10.4616865 NA 10.0210192 7.8614009 9.5384677 10.2493102 3.6954928 8.7333103 9.4220477 8.4610239 4.2804516 8.1647239 4.9585226 11.7131325 12.1685858 8.9716134 13.5571962 12.9022591 6.6214878 7.1082704 9.8319675 4.2804516 10.6853092 10.0056473 2.1809117 3.5434835 12.8439655 5.5434866 8.1351121 -0.6263796 NA 9.3579793 7.0740001 10.9785773 10.2998569 13.3903692 9.5182192 6.4610243 6.5091162 11.1606472 7.8040135 11.8172814 10.8137397 10.5328015 11.9983563 9.9329380 NA 11.4007758 7.6909736 9.3579793 8.7111827 7.0174175 8.0101857 9.6612732 11.4976822 5.3508402 11.0097323 6.9281500 8.2834537 8.1417449 13.2727724 9.5866651 13.2484462 10.2523782 1.3735647 1.6955039 8.6796226 11.2695148 11.1900446 7.4124801 10.2531442 11.8404021 11.2725401 9.8123527 11.5124726 4.1809196 11.5057393 7.0600614 3.9585272 9.2968885 8.0204433 5.4820867 8.5854493 11.0652782 8.9901096 10.8629071 10.1622792 3.6214893 14.3275299 8.4782381 7.4288434 7.6836740 5.8813563 4.6589655 9.1167123 8.3249622 8.5156679 NA 9.0495178 10.7610397 7.1351121 11.7100674 9.8813555 11.0174171 11.7214590 2.1809117 9.4768487 -0.6263796 12.7794761 5.2064518 6.8081894 8.8247720 9.5509182 11.6517199 -0.6263796 10.0219184 NA 9.5805752 11.4380544 9.3422276 12.5769089 10.2024907 7.7529392 10.7956256 11.4659877 10.8457440 9.1614635 10.1841325 10.9992697 0.9585086 -0.6263796 3.5434835 7.6543317 11.9522472 7.2190514 0.3735090 6.5534696 8.7156357 11.2672416 TCGA-G7-A8LC 61 0 NA 527 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 376.31.0 NA NA 3 3 4 2 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1137177 10.5636708 6.6905065 NA 12.5132944 10.8608502 13.9136853 NA 1.3816156 4.6905065 7.7894952 8.1618121 8.8253993 8.2140684 12.1562582 11.8906247 10.6233921 8.0287360 8.3185374 10.4047518 5.4009989 5.5903864 9.9632420 -0.7688134 5.9589958 NA 2.2310637 10.8402534 10.1772498 8.7702334 5.9589958 8.9017310 8.8676994 10.5670232 8.4742486 9.9767490 9.8937431 4.8457861 9.2197593 9.4417459 9.1691839 7.5842214 0.2310637 10.3738199 9.7209226 0.2310637 8.9775890 8.4670887 9.5963035 10.7492360 8.2534424 8.5164769 10.0743912 10.6546318 8.2562144 3.4789977 4.1379625 9.1867246 7.9210727 1.8160262 5.0124346 10.2951437 NA 10.0890557 6.1852719 5.8309879 8.9521396 10.3152186 10.1961375 7.7507110 15.0794286 8.4035021 11.9030579 4.7856656 10.3038772 7.3185374 2.4010024 3.4789977 7.1852709 8.9674767 9.6667449 9.9967751 10.7174069 9.0718525 8.8420995 4.5886247 13.5810469 11.0890557 -0.7688134 11.1417174 9.0910907 9.2154932 -0.7688134 8.9742261 13.1210539 9.3642170 10.6483997 7.1137182 9.9496076 10.6683065 7.7856637 8.2443134 NA 9.4990317 1.8160262 NA 10.0246780 2.0384362 7.9349782 10.9096748 10.1106579 8.0157094 10.1721223 8.7624561 10.7173466 9.9184503 10.7103497 12.9993624 5.8160364 9.8900894 10.0148914 10.7398598 8.3105596 9.6520876 NA NA 0.2310637 3.1379625 4.2310714 14.1568609 12.8684920 10.8174454 11.7128741 11.3638957 2.2310637 8.0765650 6.6147790 10.6874291 11.7794149 11.0527969 7.4009998 4.5886247 11.4221339 3.4789977 0.8160672 7.5348553 -0.7688134 9.9606954 12.3277898 10.7561060 10.5319992 7.9175750 7.9892980 10.1997414 8.5371365 11.0306032 6.2423014 9.0352057 9.4955173 9.7519781 9.5742603 6.7148898 12.0882781 10.4861032 11.2720493 8.7507110 9.5025377 6.8824853 14.1596856 8.6657029 9.0921614 9.8731263 6.2310752 2.4010024 6.7229277 9.8319168 0.8304176 7.6468589 10.7561060 8.5348553 10.6012172 9.6201681 9.1983009 12.7492360 10.4706732 10.0302834 4.6233928 10.2233049 10.1603331 NA 10.9657843 9.3198629 3.8160364 11.9963608 11.2391531 9.5941142 10.2958175 11.1228583 7.2310743 11.8454877 9.9323812 9.5314273 7.2310743 7.0576236 8.9959463 2.8160467 0.2310637 6.6404662 3.8160364 10.8604313 2.4010024 8.5484871 7.5624394 5.6233928 NA NA 12.0199969 9.7721712 10.3058852 12.0382283 7.2366992 6.9589946 6.0549505 8.1349566 10.9087943 10.2809233 8.1409678 9.5775884 11.1133356 9.6874291 9.6677862 NA NA 9.2040544 9.7319165 9.4295197 8.1106582 10.0368186 12.8246992 11.2201143 0.2310637 10.5886267 10.9971894 10.1881767 NA 2.0384362 -0.7688134 4.9315129 5.4009989 13.8211353 9.8160372 4.6573370 11.1182953 NA 6.5348553 8.6573395 10.9289110 9.7516933 6.8964111 11.8506069 8.7068082 10.7189147 10.1514275 5.8009310 9.9026157 9.0173443 3.3185338 8.9847762 12.1501242 -0.4518400 0.5343200 -0.4549000 0.5845300 0.5818400 -0.4670600 -0.4627600 0.5641800 0.5110700 0.0000000 0.0000000 0.0000000 0.0069435 -0.4675400 -0.4518400 -0.4490000 0.5343200 -0.4549000 -0.4549000 -0.4549000 -0.4549000 0.5615200 0.5881100 -0.4641900 -0.4641900 -0.4810200 -0.4607800 -0.4607800 -0.4586400 0.5664400 0.5664400 -0.4686500 -0.4686500 -0.4617400 0.5906200 0.5804100 0.5110700 0.0000000 -0.459 -0.459 0.566 0.566 0.562 0.562 -0.469 -0.462 -0.457 0.576 0.576 0.564 0.564 0.580 0.580 0.511 0.511 -0.452 -0.452 0.562 0.562 0.574 -0.470 0.534 0.534 -0.455 -0.455 0.562 0.562 0.588 0.588 -0.464 -0.464 0.582 0.582 -0.467 -0.467 -0.461 -0.461 0.000 0.000 -0.459 -0.459 0.566 0.566 0.562 0.562 -0.469 -0.462 -0.457 0.576 0.576 0.564 0.564 0.580 0.580 0.511 0.511 -0.452 -0.452 0.562 0.562 0.574 -0.470 0.534 0.534 -0.455 -0.455 0.562 0.562 0.588 0.588 -0.464 -0.464 0.582 0.582 -0.467 -0.467 -0.461 -0.461 0.000 0.000 9.872223 10.796177 10.245793 11.727679 9.547356 NA 5.459894 9.907032 10.079103 1.231064 8.588627 4.231071 8.546224 10.842100 6.497861 5.606113 5.754636 6.860431 6.038430 7.653140 12.562691 10.016527 2.931513 9.497861 10.413301 10.760505 6.360357 12.216027 10.364859 6.682285 12.605841 5.845784 7.202619 8.012435 9.824466 10.579803 8.7148905 8.7990306 9.9079133 NA 10.7002077 7.7624565 8.0254906 9.7418389 4.0384274 9.4646944 9.7148905 7.6698665 4.8457861 8.5233961 8.9674767 13.0940994 11.8729007 9.0384296 13.5506762 11.9217275 5.4209000 7.7779693 9.7731392 4.2310714 9.9367070 10.3376376 4.4405270 4.6905065 13.1595930 6.2534429 10.2910951 2.2310637 NA 10.3376376 5.6404648 11.7695061 9.3795512 12.9993624 8.0952609 6.8676988 7.1878865 6.0639645 9.1137177 11.1098920 11.0527969 10.3953531 12.8283125 10.0765647 NA 10.8503776 6.3185374 10.6462882 9.5279909 6.7148898 8.4526617 9.4825571 12.0671250 7.8531268 10.1121886 7.7779693 7.2026185 7.1319413 14.2733710 10.3513125 12.6150489 8.2534424 -0.7688134 -0.7688134 8.3959818 11.7181610 9.9389773 6.5530026 9.8411767 11.1921625 12.2969956 10.6233921 10.4047518 4.9315129 11.0572258 10.0968079 5.4790009 9.6039397 12.0108515 9.1691839 6.0254895 10.4307286 10.7779691 10.7702335 9.1213390 2.5529918 13.7567790 7.4433033 5.9725410 7.2384945 7.0448564 6.2754690 9.2225964 8.4646944 9.2197593 -0.7688134 9.5853241 11.3402524 7.3185374 11.9390808 10.0576232 10.6340867 10.2436992 3.4789977 9.7923626 6.2863563 12.3830029 6.4405287 5.6905065 7.9175750 9.8254273 13.3192832 2.5529918 8.9555886 0.8160672 9.8319168 10.0017385 9.6308867 11.9963608 11.7712027 8.0890558 9.5314273 10.9026157 10.6812549 7.6017619 10.4362570 10.2679351 -0.7688134 NA NA 8.0448558 10.6943283 7.4694790 1.2310637 6.5348553 9.1765185 10.1364617 TCGA-G7-A8LD 71 1 514 NA kidney stage iii t3a n1 mx 19-3-2015 male 2012 NA yes 90 kidney papillary renal cell carcinoma yes 28 1967 white not hispanic or latino 376.31.0 NA NA 3 3 4 2 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.4322450 10.6709093 8.1765591 0.6879565 13.0253146 9.1085412 12.6358448 -0.0490091 0.2378084 4.6139147 7.6834003 7.8678248 10.4865496 9.2471015 12.0966701 7.9090194 9.9843732 7.6233753 8.5245973 7.8895496 5.9282305 6.7349304 12.6331554 0.6879565 7.0206233 NA NA 9.8457679 8.9061155 8.2177367 5.6606092 9.4907552 10.0282109 10.7050025 8.8727912 10.9928374 8.6151010 8.6629037 2.8895514 10.5960081 8.5170044 8.2516841 0.3660284 8.5705589 9.9939774 -0.6339716 9.6617565 8.3489813 10.2409690 11.0887952 7.7711289 8.4952706 10.3175310 9.9694285 8.2051916 3.4952730 3.4103818 10.8730389 10.8231120 2.8895514 3.3201814 10.4079889 2.5359036 10.1493952 9.4494669 3.5359161 10.7393857 10.8312989 11.7826533 8.5619749 14.1756553 7.1006970 9.3827958 5.0524898 9.5290082 7.7301223 5.7496925 2.2603268 10.0840923 10.5322762 8.6548537 10.2497764 11.0326555 8.4185556 8.0594748 6.6834003 12.4595703 10.8097082 NA 12.2641166 10.3019777 6.0313246 -0.6339716 7.1893551 11.9372663 8.9443604 8.6327742 10.4158362 11.3412983 11.6051386 9.1116620 6.7070844 NA 7.8026992 -1.6339716 NA 10.1579644 4.0098398 7.8558359 10.9111935 10.7737865 10.3048321 10.2467191 13.0096748 12.7122881 9.9443604 9.8831649 14.7116874 6.5656596 11.8181207 10.7450952 10.8873427 6.9509501 10.3911272 -1.6339716 -1.6339716 -1.6339716 -0.6339716 8.8295119 13.8177139 8.2130449 2.3660004 9.5809139 9.7753785 3.4103818 8.8836572 7.8396932 11.8085424 11.8550829 11.6124522 6.0242000 5.6233753 10.9859783 8.7312165 6.3375309 10.0960332 -0.0490091 9.9852906 15.2191632 10.2332664 10.2600475 8.5042593 7.1988772 9.9405811 7.8192582 10.0191552 4.8737837 8.7838400 3.6513847 9.6195339 9.9774736 9.2554915 11.4511281 10.7314899 10.7080623 9.5899893 9.8272266 5.8416411 11.5472952 9.1530739 8.6421120 9.4481368 8.0698912 2.5359036 8.0802334 10.5474505 3.7462375 8.5876230 10.2110856 7.7625927 11.2297868 9.9663651 9.2301737 11.9405812 10.7572312 9.2209418 3.6513847 7.9471881 10.5100085 -1.6339716 8.3617548 8.5434073 6.5208057 11.7991818 9.5277493 7.5681112 10.1275389 9.8533253 8.8213148 10.5613937 9.4580840 10.2505398 10.1137610 5.4212704 9.1530739 3.2239631 3.5137055 9.3077689 1.8254193 10.0459075 6.6651952 9.4454724 7.2736595 5.3883549 -0.0490091 -1.6339716 12.6596748 10.3921652 12.1097702 11.8414678 8.6362831 9.4196623 7.0719997 8.4561001 9.9434165 11.0208474 9.3652831 9.4448056 13.1486788 4.1473474 9.9820769 0.6879565 NA 10.5914964 7.4266832 10.3103336 9.6554302 10.5055390 9.7207881 9.4633615 1.1733194 6.3659882 13.7031217 10.8799619 -1.6339716 9.3868010 NA 4.6513904 6.1074556 14.2630768 9.4185558 7.1701183 11.4988086 NA 10.4468052 9.8180127 10.4965582 8.7036095 8.1668876 12.4337581 9.1789671 11.2101049 11.7782399 4.2486335 8.7657996 9.4666500 4.1871897 7.6466422 9.9765511 0.7524200 -0.0136640 0.8196200 -0.0190400 0.0150280 0.7166000 0.0120400 0.4914900 -0.1156100 -0.1862200 -0.1921000 -0.1921000 -0.1921000 -0.9451800 0.0356650 0.7643600 -0.0136640 0.0182430 -0.8855000 -0.8855000 0.9279700 0.0526680 0.0953630 0.0207630 -0.0046526 -0.8726000 -0.8516200 -0.8516200 0.0120400 -0.8604200 -0.8604200 -0.8569400 -0.8569400 -0.8806200 -0.8751100 -0.8457900 -0.1156100 -0.1862200 0.000 0.000 -0.897 -0.897 0.733 0.733 -0.857 -0.864 0.000 0.000 -0.842 0.491 0.491 0.000 -0.846 -0.116 -0.116 0.000 0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.820 0.820 -0.845 -0.845 0.000 0.000 0.000 0.000 0.000 0.000 -0.827 0.000 -0.852 0.000 -0.192 -0.192 0.000 0.000 -0.897 -0.897 0.733 0.733 -0.857 -0.864 0.000 0.000 -0.842 0.491 0.491 0.000 -0.846 -0.116 -0.116 0.000 0.697 0.000 0.000 0.000 0.000 0.000 0.000 0.820 0.820 -0.845 -0.845 0.000 0.000 0.000 0.000 0.000 0.000 -0.827 0.000 -0.852 0.000 -0.192 -0.192 12.8864222 11.5856100 9.2600475 7.4560997 9.5754409 4.0664251 4.3432657 10.2189072 10.1490145 1.1733194 9.8472826 6.1473474 8.0853763 11.1943225 6.0026125 6.9621777 5.5055385 3.8578417 6.1797698 8.2486307 3.4103818 9.4725505 4.7922515 9.4049065 9.0603455 11.0518314 5.3546708 0.3660284 9.8228554 4.4320775 11.8884368 5.6421124 6.3026261 7.4692755 2.3660004 10.4997721 10.5505531 10.4630321 9.3223638 -1.6339716 8.6432750 10.9348938 4.3659864 11.3937209 8.3158144 11.9152910 10.2047977 8.5705589 4.7058397 10.4468052 5.7147153 14.2725025 11.0489822 10.0659938 13.3488921 12.4927728 9.5923999 7.8954184 10.9322796 5.3317733 11.2034185 9.8146203 3.6513847 5.7323099 13.4063630 7.4347658 10.3614015 5.3317733 4.6327742 9.4607252 6.5508637 13.4667732 10.3568008 14.7116874 9.6227860 10.4962364 7.8547518 12.1882597 11.8800852 12.2888507 11.6124522 12.6795793 13.3557813 10.7577683 2.0664337 11.2104973 10.2948761 10.3949297 9.5613599 9.2554915 8.9099861 11.2630768 12.3914733 8.1158573 12.7113187 8.7636622 9.3911271 5.8171986 12.7503174 11.4656642 12.8787898 10.0516125 1.9509536 -0.6339716 9.5638186 12.7158217 12.6992604 9.0179364 10.3997547 9.9329930 12.2406809 9.9843732 7.8895496 4.9205744 10.1857676 11.2373154 3.8578417 9.3274374 10.2302202 8.5170044 8.0990032 11.6697513 9.0463473 10.7383086 9.5899893 2.1733513 13.9107408 7.7989260 9.6145083 7.5725380 6.6280824 8.9509501 9.7812012 7.6942360 9.4712413 1.8254193 7.5055393 9.3820994 6.7838403 11.2053883 9.7415701 9.5869705 10.7240893 5.2608048 10.1049243 2.8895514 12.9553836 8.3814028 6.2668540 8.5042593 9.3803011 13.4865090 0.9509163 7.9167346 4.2967217 10.5474505 10.7630606 9.8052991 11.7991818 9.4421351 6.7583045 10.2505398 10.4293827 10.3115814 7.5607448 10.7450952 11.3907810 NA NA 0.6879565 9.5576638 10.1955836 8.7202371 -1.6339716 10.4468052 6.6467589 11.0505171 TCGA-G7-A8LE 62 0 NA 2453 kidney stage i t1a nx mx 19-3-2015 male 2008 NA yes 100 kidney papillary renal cell carcinoma yes 40 1965 white not hispanic or latino 376.31.0 NA NA 1 3 4 6 2 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.00786586 9.94065760 8.19902888 0.08011186 12.64113715 10.61623151 12.37058680 0.08011186 2.03861177 6.81253801 6.84827239 8.38690921 11.20075782 8.80460184 11.39561489 11.19252739 10.87314924 8.87882985 7.98296563 10.82911929 10.17372560 5.70457875 11.76330334 2.74306251 5.25001412 NA 4.32801782 11.13943240 10.02553175 9.29278704 4.16755062 8.66379753 9.45077535 10.99272779 9.45150148 10.20507074 9.32801536 4.74305173 9.64804402 10.25501358 6.97894150 9.23321773 7.32801513 10.05736782 10.67658829 1.66502887 9.88206570 8.51749342 9.73770417 10.52061102 7.88744302 4.78052533 11.10383534 8.88417602 7.92975372 7.93391722 2.74306251 9.61665893 9.25750736 4.58258611 4.85267806 9.22559548 0.81705016 10.82576226 10.81140697 10.53507257 10.11485475 15.82781761 10.11167430 8.81930606 14.72694659 8.43617309 10.32286509 5.40201607 10.64296631 8.05545815 6.24331872 3.61696928 10.50600314 9.85615906 8.81253801 9.89280007 9.72994289 8.23152745 8.94427399 7.03040119 12.33196478 11.38671930 -1.50471417 11.68464116 9.46617315 9.36085871 -1.50471417 7.92138991 12.65971814 8.89920252 8.91719005 7.82604250 9.20075788 11.25771506 8.86144769 6.51621691 2.19556808 9.54361226 1.49513230 NA 10.17943578 5.49512590 8.44495192 9.43617309 9.44932180 8.56658762 9.96578428 9.67751969 11.12727544 9.77473600 10.26330970 14.23967021 2.66505161 11.19006651 11.49265778 10.56155097 9.09875167 10.51853327 NA 7.09503828 1.81705016 -0.50491888 7.45802102 12.73241008 11.39240367 5.38994189 9.11992079 10.30690142 2.88744729 8.54497409 4.37776928 11.42826280 10.32286509 11.92187500 7.42881573 5.59315654 10.34413953 6.04202046 5.94633552 5.38994189 1.30246529 8.85706907 13.03870104 10.30408957 12.07879587 9.58059795 8.17987427 10.33668976 7.73352992 11.00858164 7.44932201 9.50914594 6.63467748 10.43612164 9.80914205 8.76425193 12.29774274 11.19361308 11.67689884 9.25334854 8.97692493 6.99321694 11.40838882 8.70701360 10.08196523 8.99297713 9.46523130 NA 9.83997612 10.42438383 4.40657749 7.60519132 10.41808145 9.22134351 10.68309603 8.99297713 10.36856954 11.60348652 10.02455600 9.30581757 5.66505161 8.30408980 9.97742919 NA 7.93183668 9.48025583 6.76658854 12.09026631 10.51714634 9.63850868 10.32722421 9.86744632 9.69049759 10.97387986 8.88529431 10.83858878 8.39900741 4.98697971 11.03137266 6.26991211 3.29990401 5.53951866 3.62440508 10.38690911 3.35311153 8.16223673 6.62883337 4.68494774 NA -0.50491888 11.80445966 10.70427415 10.90053281 12.10937515 5.92139110 10.11133876 6.35036818 9.92400900 10.68278676 11.06403155 8.84716887 9.88797939 12.14438159 4.08008627 8.72994289 -0.50491888 -1.50471417 10.16622410 7.89173025 8.93391722 8.45222765 10.16666649 12.92119357 11.37087476 2.30249453 11.10845448 14.07526618 10.18250112 -0.50491888 2.40201266 1.08011186 1.49513230 7.25001317 15.07430874 10.23617101 8.02260251 11.83928258 -0.50491888 9.19035361 8.70139484 9.68865071 9.68247744 7.41398835 11.50022360 9.86853430 10.46379225 10.19122359 4.04971788 10.51297773 9.17372560 5.36943158 7.26783633 10.64709330 0.03778200 0.00930980 0.00558340 -0.00097017 0.85392000 0.00235810 -0.00068605 0.80792000 -0.04102400 0.05081900 0.05081900 0.05329900 0.05329900 -0.05223900 -0.05223900 0.03665700 0.00930980 -0.00346270 -0.00346270 -0.00346270 0.00861350 0.00666530 -0.00097017 0.00000000 0.00000000 0.00235810 -0.00110870 -0.00110870 -0.00401620 -0.00561060 -0.00561060 0.00722170 0.00722170 -0.00166290 -0.01422800 0.00666530 -0.04102400 0.05081900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.808 0.808 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.854 0.854 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.808 0.808 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.854 0.854 0.000 0.000 0.000 0.000 0.000 0.000 12.12425433 12.64598334 10.30970792 12.24625101 9.86744632 NA 2.49513230 10.09782422 10.23811689 0.08011186 8.26496328 8.74542391 9.31849265 11.47186849 5.98697743 6.64487293 6.96273062 8.00292019 6.29602600 8.76425193 12.71784486 9.78974620 0.08011186 9.02455600 9.82772139 10.29238157 9.34374825 14.59892545 10.30489350 9.07160984 11.95377297 5.23659211 7.20937051 8.60103384 10.64614195 10.15244381 9.81140697 10.79776429 9.06308143 0.08011186 10.93365739 9.87450375 8.78052763 11.33550994 2.66505161 10.36856954 8.92871082 6.73353060 3.85267806 9.64169413 7.18861258 13.06977806 10.25418136 9.78917170 14.16389962 12.77197679 7.09875220 8.09131531 9.95506923 5.34061567 10.61536333 9.86526792 5.90451541 9.69049759 14.09084911 7.02260195 10.46199136 4.01868758 0.49508112 9.17899717 8.12083402 14.18662359 10.19383013 14.23967021 9.54701404 9.34999372 6.17734778 12.76117987 10.33393542 12.34862991 11.92187500 12.73323154 11.94401605 10.62311971 2.08007774 10.58192514 10.86962152 10.09224682 9.05832164 8.76425193 8.06308170 9.92296209 12.92328926 8.66505055 11.60690988 6.62440801 6.38994361 9.73054129 13.07837569 10.85706915 12.83761682 8.79662176 2.08007774 -1.50471417 9.31928871 12.33117577 11.63561810 7.57194069 11.25438943 11.46756678 12.97060553 10.87314924 10.82911929 6.44932201 11.84868580 8.77241289 4.81705528 9.97793343 11.09281487 6.97894150 10.17284500 12.18444315 8.48664721 11.29622749 10.43653989 2.88744729 14.82376528 4.99529004 6.67503398 7.80294087 7.33747562 9.20593177 9.87504526 9.37805117 8.89414688 3.74305173 9.80970865 10.20937087 10.05689074 10.55582133 9.60756483 11.10730281 12.31978588 2.66505161 10.21065844 6.09503828 13.22912738 8.97994844 7.30569698 9.58059795 9.47972187 12.57060457 1.30246529 9.06877264 5.03428616 10.42438383 10.94730490 10.42549319 12.09026631 10.71217437 10.10291804 10.83858878 10.69694302 10.94068351 9.79376082 10.11121472 10.56725803 0.49508112 0.08011186 NA 9.40501847 11.06320266 9.39448242 0.81705016 9.19035361 8.24499501 10.86799049 TCGA-GK-A6C7 76 0 NA 61 kidney stage i t1a nx mx 19-3-2015 female 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 340.22.0 NA NA 3 2 3 5 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.90825750 10.64685775 7.07909112 NA 11.00455034 6.12835733 11.15565318 NA 0.23376538 7.97085998 11.05994785 8.14752549 10.82126058 8.26488214 11.71746669 10.03262531 11.23872119 9.37966558 4.08590899 10.51628576 8.32665823 6.84583124 9.70948313 NA 5.92023374 -1.64205395 -0.64205395 10.62799489 9.94576921 7.05147869 3.40238111 7.79678332 9.61773486 10.71993542 10.30745357 10.36677036 9.55274843 5.09945933 8.60235555 10.40443356 7.80093483 10.20112755 3.11288359 9.89375308 11.57261431 2.16533314 10.76525941 9.55090086 10.20112755 10.41429063 8.21441724 5.45602415 10.54721083 8.93980427 8.02510301 6.83372502 -1.64205395 10.18533435 8.20348162 -0.05709145 6.34667683 9.10198460 4.75031172 10.28872895 9.47173373 6.59639701 11.19360784 12.29002181 11.13832633 10.72949610 14.49552318 8.45206947 9.20817850 5.15240654 9.96763206 7.36642014 7.54781610 2.56198592 9.48598604 9.31873214 8.76525924 10.20544053 8.09608366 7.79053357 9.19246272 7.69561389 12.81402515 10.59370671 -1.64205395 12.18046290 10.41440586 8.30489795 -1.64205395 0.67996420 11.64079050 8.24825588 10.08973489 8.50646826 7.34098501 11.79248957 9.81485944 12.81231471 3.91258281 9.05582795 NA NA 10.10408605 3.97270184 8.41327419 9.50392370 10.53603395 8.61065725 8.60116573 8.83169740 11.48720218 9.98734830 10.45371829 10.29278819 0.94298360 11.60671681 11.08654993 10.11704759 10.13894140 9.92594766 NA 2.05842041 -0.64205395 -1.64205395 8.25280922 13.28549185 6.13935079 11.62477819 8.94013356 9.57594931 3.21597363 6.79678332 11.30781835 10.85209718 9.52791659 12.09209473 9.77320532 6.78425662 10.73845272 6.19088149 5.50773757 -0.05709145 -0.05709145 9.09270139 13.30370980 7.49498275 9.62419249 9.77426143 9.23680901 10.59788849 7.83979083 10.20634078 14.89607445 9.05756399 6.36361615 10.40198270 10.04054741 9.04274036 11.33884528 11.86318291 11.19758912 8.04098610 9.14098975 4.25596142 11.37862438 8.90392130 10.18573129 9.05582795 9.97086012 0.67996420 8.90392130 10.53385298 11.96005368 8.31884781 11.52776009 9.19009059 11.73709922 9.83321838 10.50233120 11.04711607 9.59161136 8.48385728 5.40238452 7.33527154 10.30050620 -0.64205395 10.06275989 8.86677695 7.94857866 12.06416385 9.14834006 8.17497510 10.91856334 9.63760228 9.29683616 11.00230534 9.30050609 10.38139954 8.09945880 2.16533314 11.52697711 8.18771431 3.40238111 8.18612811 4.26488168 10.55244076 5.71554473 10.09650618 6.18033885 4.81742372 NA NA 11.18334799 10.68329713 11.16050799 11.22758550 9.08079914 8.78530435 6.18250559 12.85040819 10.37479998 11.08420980 8.69226503 9.86429930 12.76545858 NA 7.86974435 -0.64205395 0.94298360 10.01128457 8.42273422 8.84180742 8.29903947 9.67483878 13.16343324 15.03290111 2.05842041 11.32557817 12.14935807 9.69839821 NA 3.35978821 0.94298360 NA 7.55766434 13.64368283 8.38727895 8.62360682 11.85870908 -0.05709145 8.72867903 9.15027762 9.16695591 9.40988031 7.95044858 11.34525565 10.18612811 10.84382097 9.88400181 8.89520990 10.35693455 9.60829013 5.27291526 7.61285523 9.77795175 0.0000000 0.0037295 0.0090312 0.5157500 -0.0109390 -0.0076270 -0.0070745 0.0159890 0.0243910 -0.0022337 0.0097106 -0.0090779 -0.0090779 -0.4904000 0.0058140 0.0000000 0.0037295 -0.5166800 -0.5131100 -0.5131100 -0.5131100 -0.0051396 0.5079100 -0.0071557 -0.0038947 -0.0076270 -0.0026660 -0.0026660 -0.0070745 -0.0149840 -0.0149840 -0.0147950 -0.0147950 0.0010924 0.0067994 0.0069265 0.0243910 -0.0022337 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.511 -0.511 0.000 0.000 0.508 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.511 -0.511 0.000 0.000 0.508 0.508 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.30050449 12.53049730 8.90585028 12.91778694 10.41868762 NA 0.94298360 9.94013356 11.09359206 -0.05709145 9.10450598 NA 9.30343556 12.23757489 7.51786305 7.57473732 6.58680977 8.35375863 8.35658226 8.00184783 9.08676254 10.01441653 4.31218594 8.85684100 9.59834175 10.66633071 7.34383328 12.41851871 11.45766821 8.43480709 12.15878238 2.75030636 6.02332855 6.98370049 7.06879762 10.61920509 10.767913 10.395539 8.129481 1.358002 10.015310 8.553979 4.800936 10.822793 5.252809 10.090583 8.890348 6.030418 7.861818 9.863307 6.845831 13.205538 10.226814 10.024216 14.052322 12.890591 7.717742 8.942014 9.738453 6.429454 9.559503 9.355171 5.767382 6.139351 13.338131 9.870238 10.107442 5.357992 4.085909 9.697842 9.350930 13.211691 9.468475 10.292788 9.731944 8.186128 6.580979 7.142627 11.992576 14.742893 12.092095 11.293525 13.296928 11.130719 1.679919 11.247115 9.544106 9.180562 8.895210 9.042740 8.097772 10.124521 12.778873 10.004100 11.275921 3.750306 6.450749 4.527915 13.641690 11.124935 12.712654 7.243688 NA NA 12.235084 12.464391 11.608127 7.825597 10.858585 11.7213051 12.9935964 11.2387212 10.5162858 6.3121878 10.6262412 10.5576640 6.0994593 10.4759593 15.0951315 7.8009348 8.2283565 13.5103775 8.1377110 11.4368096 10.2820618 1.6799192 14.5752678 6.8393071 6.1458934 8.7259415 10.6074014 9.8367613 10.1187115 7.9909866 9.1925180 6.0162021 11.1007221 9.7248602 10.0286479 10.8063661 10.0657822 8.3900374 11.6494502 1.6799192 9.7826828 2.8815472 13.1719136 9.1228632 7.8276336 9.7742614 9.6461194 12.3059938 3.7155420 9.1829505 6.7199350 10.5338530 10.6091782 11.1197506 12.0641639 10.7243139 8.8092028 10.3813995 11.3827850 10.8164034 5.4132725 10.0361516 10.0675063 2.0584204 0.6799642 NA 10.8783648 10.7402590 9.8986041 5.1393508 8.7286790 8.3664201 10.6294547 TCGA-GL-6846 52 0 NA 5925 kidney stage iv t4 n1 mx 25-9-2014 male 1996 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 162.37.0 NA NA 1 3 4 2 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 2.150143e-06 6.935946e-07 10.31350402 9.79348285 5.27951958 2.09730739 12.36437460 7.19628933 13.83794189 -0.60318290 2.17823658 8.07987247 6.32761552 6.66366483 11.61619791 8.03892996 11.65662141 10.66249321 10.06487666 9.70635442 4.41924898 11.90454890 6.04073465 4.41924898 10.77001515 -0.60318290 5.38556219 NA 3.88873351 10.91553128 9.62389228 8.49359330 3.78919714 8.94762496 9.39052410 9.30677124 9.18966842 10.21426156 8.55548795 6.99679095 5.02623349 10.05285602 6.49490997 8.49491037 -0.60318290 10.70122943 8.61483571 1.85630849 9.98324887 7.79134069 9.94377265 10.22620444 7.91454778 5.88873107 11.51012055 8.76210693 7.61846553 7.59409465 4.64480805 10.06974539 9.43167707 3.75442790 3.56680298 9.91503950 1.98185265 9.65190665 11.04321181 10.81420328 11.47068165 10.58392087 11.00305200 9.34451496 15.62746154 8.89572734 10.47369378 4.46296844 10.27799207 7.82733064 6.55169596 3.04706718 9.96768263 10.20060562 8.62087998 9.82733064 10.34012549 9.20342778 9.35252814 6.68689686 12.90479662 11.09319371 NA 11.24843201 9.81600091 7.61362373 -1.60296376 8.83878478 11.85566920 8.22818521 9.18722661 7.64005184 9.25096726 11.03757496 8.41924603 9.90295253 -0.01814735 8.89771993 -1.60296376 NA 10.73672815 2.30378075 6.78058307 10.01526367 9.55106337 8.98090101 9.99399951 8.92923414 11.88170102 9.53514996 10.27837453 14.25079680 1.20420333 11.59120254 11.22163805 10.73003344 9.21944904 10.90937170 -1.60296376 1.56681515 3.20423464 NA 7.86448394 13.33208924 9.60328213 9.33130617 9.62509566 10.86422895 2.39687189 8.21546020 4.30376614 11.41438256 11.15009486 11.50895759 5.80626992 6.01893011 10.50082157 2.64480229 4.62569716 6.87665814 0.39692668 8.92630875 13.08387100 10.72190245 10.56899306 10.04208615 8.10078164 9.57429758 7.21065966 10.79788829 9.35325425 8.98652926 5.13834349 9.23855258 10.46901078 9.31871904 12.42193116 11.70990287 11.11883176 9.27646131 8.75589203 4.30087783 11.84331531 9.12989346 9.37415812 9.10423731 9.19696918 NA 8.98559265 10.74947334 3.10175091 9.18293532 10.70436355 8.65072579 10.71824260 8.90467285 10.40880419 11.75690215 10.11412610 9.74253294 2.78918670 7.97996073 10.42201766 -1.60296376 10.60358731 9.67009092 7.28562138 11.72429044 11.59639711 9.60572211 10.60389242 9.33865929 9.11369763 10.76523180 8.81050609 11.42823474 9.12479855 3.09732425 10.79214452 3.64480229 3.04073465 7.75442991 3.64480229 10.54821186 3.35107704 7.29774535 5.08938798 2.78918670 NA NA 11.94882665 10.57678721 10.71372528 10.80441146 8.50278646 9.08917979 6.27099793 8.24393560 10.61816312 10.84731618 9.09297617 9.50540250 10.69149892 6.62087961 9.37701765 -1.60296376 NA 10.33167477 7.71880615 8.51970622 8.41646906 9.87514220 9.77733916 11.28104867 1.20420333 10.29321056 11.73157042 11.29736764 -1.60296376 1.20420333 -1.60296376 2.56681515 6.93215332 14.16503660 9.58051354 9.02441194 11.22838329 -0.60318290 9.62329039 9.40256593 10.04568514 9.81999399 7.72330735 11.56178507 10.41681631 10.21025856 10.20020209 5.17823658 9.82209405 9.41159615 5.68735749 6.14761808 10.76183351 -0.00124730 0.01195800 0.83215000 -0.00539920 0.83498000 0.00000000 -0.01005600 0.81630000 -0.06798900 0.11487000 0.15084000 0.15084000 0.15263000 -0.01953700 -0.00124730 -0.00124730 0.01195800 0.83215000 0.83215000 0.83215000 0.83215000 -0.00470790 -0.00539920 -0.01050800 -0.01050800 0.00000000 0.00360760 0.00360760 -0.00581400 -0.00027724 -0.00027724 0.00402430 0.00402430 -0.00688430 0.85581000 0.00624810 -0.06798900 0.11487000 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 -0.873 0.833 0.833 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.832 0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.000 0.151 0.151 0.000 0.000 0.000 0.000 0.823 0.823 0.000 0.000 -0.873 0.833 0.833 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.832 0.832 0.000 0.000 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.000 0.151 0.151 11.6684870 12.4391360 11.7804475 11.9948143 9.6111973 NA 4.1247996 9.7730035 10.1921224 -0.6031829 8.4053066 7.4330521 8.5879372 11.7272348 5.2795196 6.2977453 6.6111975 7.9321533 5.0550915 8.2595154 11.3736212 10.0248679 3.9514666 9.6032821 10.0829408 10.4896353 5.7006589 5.2916956 10.3279849 8.3022651 11.6829969 5.4949116 6.8806941 8.8552846 8.9724172 10.5431286 9.8220940 10.4122931 9.1823305 NA 9.2470650 9.3568800 9.6834359 11.2462833 6.1650617 10.7964231 9.5904035 7.0515146 4.7719173 9.5611566 4.5668030 13.7907043 10.3576041 9.8867260 12.8596999 12.3646448 7.4602732 9.2250146 10.2486272 4.7544279 10.6692163 9.8593804 3.3037661 7.3216909 12.7715780 4.3741562 9.8872276 NA NA 10.0890577 9.7740886 12.4086295 8.9695785 14.2507968 9.0189298 9.1349704 5.1279262 10.4433201 11.1440221 12.9228882 11.5089576 12.8199940 12.2065458 10.7875845 -0.6031829 10.4463864 9.9466627 10.8207819 9.3648248 9.3187190 7.5491632 10.0239560 12.7410353 8.3112633 11.6912117 5.9743067 7.2886622 8.3641044 12.9182718 10.9919025 12.2332244 6.8644833 NA NA 8.8817010 12.3167657 11.5664744 6.7675661 10.9007039 11.1870230 12.5439240 10.0648767 11.9045489 4.3037661 11.1040216 8.0389300 3.9514666 10.2038304 10.9586434 6.4949100 8.5491628 12.8626320 9.6926471 11.1115530 10.1937289 1.9818527 15.2758630 8.1594264 7.9086310 7.4548158 7.0728347 9.1196856 9.7908048 8.8867260 8.8262850 3.7188109 10.2825745 9.9595976 8.6845905 10.6767789 10.2146613 11.6404984 11.4465565 1.8563085 10.3608579 2.6448023 12.7916295 8.8957273 7.7740886 10.0420861 9.9029228 12.5515380 2.6448023 9.3961736 2.0973074 10.7494733 11.1164809 10.5897874 11.7242904 10.8670286 9.8715980 11.4282347 10.8801901 10.7555513 9.9423254 9.3149960 10.7193697 0.9818527 3.3510770 2.6448023 8.6799663 9.8429121 9.5630412 1.2042033 9.6232904 8.5222916 11.4457055 TCGA-GL-7773 63 0 NA 393 kidney stage i t1a nx mx 9-10-2014 male 2011 NA NA NA kidney papillary renal cell carcinoma yes 34 1993 white not hispanic or latino 194.36.0 NA NA 2 3 4 2 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.294574e-06 1.28315e-06 10.3968258 9.8184018 6.9670464 3.6145332 12.8621180 10.3913244 12.9201842 NA 3.3506670 6.2747797 5.4510297 6.9052065 11.1553495 8.0856238 12.1373912 8.7155674 10.5507468 8.0994961 6.0551024 11.0911311 9.3636808 5.8515692 12.3792826 3.6651540 7.0263431 NA 6.7379125 10.7883851 9.8454077 8.9657843 1.9770967 8.6177462 9.5909914 9.8225896 9.5418842 9.8197991 9.2879649 5.0551002 6.1734973 9.7873141 9.1245871 12.2057847 0.3920976 9.8092863 9.9383886 3.1291016 9.3911976 8.3636805 10.1086708 10.5774255 7.3424499 8.0043913 11.4464904 9.4188081 7.6928707 4.6145273 4.7379139 9.8163034 7.8759527 1.1290851 5.5885348 10.1734968 4.5885348 10.2075204 2.8071694 9.8309290 9.3040083 13.3685222 9.8611004 8.7379118 16.1150247 8.6510955 10.1778620 4.5620592 10.3655953 7.7408655 3.6145332 3.4035132 8.4145047 9.0395955 9.2165654 10.0461763 9.5299821 8.4456104 8.6636001 7.2376268 13.8940986 10.5171200 NA 11.6481492 9.7849196 9.8712436 NA 8.2808802 10.5574628 8.4600196 9.4733985 8.4954250 9.6573615 11.9519922 9.4135799 6.4684546 4.8515692 8.5452668 -0.1928100 NA 9.4707327 2.2666067 8.9492816 10.0908418 9.5102129 8.6032142 10.3119936 8.9170053 11.5882228 10.0598401 10.3569593 13.6917744 0.3920976 10.8400847 10.8644895 10.0080732 9.0751317 10.4000988 NA 4.5350949 NA 1.1290851 8.3883751 13.1409589 9.4145049 6.4145043 9.7635507 11.0050056 7.9994673 7.8786371 5.2334394 11.1669242 10.9065224 12.0649926 8.8542984 6.6959173 10.5528489 8.6573613 6.7080410 8.5983377 0.3920976 8.2186858 13.5259750 10.3756058 11.2454466 9.6257567 5.4510297 9.9248177 7.6432249 11.2101094 7.0019317 9.9733376 4.8732620 10.0520557 9.1570086 8.5214202 12.1247285 11.8911525 11.4568799 9.7312449 9.3502064 7.7691449 12.1607350 9.4005657 9.1177875 9.0539153 8.7215596 NA 9.8057650 10.6104985 0.3920976 7.6992622 10.7908808 8.7305021 10.9225434 10.0539152 10.6581427 11.6945856 9.8853254 9.2057046 4.5076171 9.1908788 10.4214243 -1.1929749 10.3258278 7.2909901 6.6589241 12.4348225 10.6538403 8.8433483 10.4195824 9.6368974 9.4383517 11.1895365 8.7065316 10.5649812 9.5376447 3.2666067 11.1243045 9.4428927 2.5076171 5.8732645 -0.1928100 10.7408653 1.3921525 9.3502064 5.4262950 6.4510314 NA NA 12.2820213 10.9708243 10.9309727 11.6349143 6.2909901 10.0401231 6.0238231 9.2552909 10.7969239 10.9892585 8.8085829 9.9651531 12.5383875 2.5076171 8.6048360 -1.1929749 NA 10.1542423 8.4255600 9.0129678 8.0809704 10.2625019 11.9102985 10.1302293 4.1647300 11.1000713 14.0088391 10.3164548 1.9770967 4.1291016 -0.1928100 0.8071900 7.2459662 14.5231098 10.1172193 8.3713241 12.4344805 0.3920976 9.4070874 8.7587362 10.3535868 8.5435767 7.5316887 11.9179841 9.6510957 9.5595553 9.9934560 2.1291181 9.4962990 9.3463333 5.3733802 7.6592674 10.7106799 -0.0049844 0.0031910 0.0077783 0.0072217 0.0000000 0.0038854 -0.0018014 -0.0216470 -0.0287650 -0.0556340 -0.0515310 -0.0515310 -0.0438730 -0.0049844 -0.0049844 -0.0049844 0.0031910 0.0041448 0.0077783 0.0077783 0.0077783 0.0104240 -0.3785300 0.0030522 0.0030522 0.0038854 0.0066653 0.0066653 -0.0018014 -0.0027707 -0.0027707 0.0028625 0.0051359 0.0000000 -0.0041546 -0.7386200 -0.0287650 -0.0556340 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.733 -0.733 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.733 -0.733 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 12.445497 12.570698 10.536370 8.798696 9.334652 NA 1.977097 10.135288 10.304737 -1.192975 9.113236 7.807175 9.420964 12.346818 6.581961 6.361763 6.665155 8.568726 6.677539 8.173497 10.507181 9.482250 4.361761 9.339530 10.028768 10.517120 5.562062 6.290990 9.310006 8.436531 12.404524 6.155903 6.548642 8.669812 9.304028 9.737912 9.3732286 10.4528330 9.0007000 NA 10.9228685 9.5893538 9.2449268 10.6165408 3.5076171 10.1843851 9.0227076 7.1603212 4.2990248 9.8336980 5.7729598 13.2963954 10.6080745 9.8253748 13.0046985 12.7290155 7.6620431 9.6015905 10.7110565 7.7110564 10.1608728 10.4287686 4.1994918 6.4653868 13.3366051 8.1713094 8.9833476 1.8071900 NA 9.1109554 8.2037792 13.2458365 9.5393420 13.6917744 8.7930167 9.6859918 5.9114064 11.5792829 10.2630155 12.9261968 12.0649926 13.3506898 12.6900087 10.6962983 -0.1928100 10.3282842 9.7027498 10.5248510 9.2532240 8.5214202 7.8043543 10.1470246 13.0000068 8.8309290 11.5065280 6.1109562 6.6080744 8.0763015 13.2494099 11.1732235 12.6745499 6.5620623 0.3920976 NA 9.9486432 12.4439125 11.3314519 7.0925764 10.7794365 11.5156119 13.2247634 10.5507468 11.0911311 5.9670464 11.0827172 11.6215568 4.8732620 9.9091502 12.2424841 9.1245871 8.8184019 12.8047863 8.3129859 11.6557975 10.2107193 1.3921525 14.7028445 6.3603818 6.5486416 7.9454462 6.8786371 9.3375809 9.9839711 9.5502502 8.8919829 4.8295401 9.7452839 8.8732638 10.3689399 11.2796116 10.0092985 11.2498590 11.3979955 3.2666067 9.7245466 3.1994996 13.1922665 9.3482712 7.4108007 9.6257567 9.7506638 13.4902789 6.0832985 8.4310563 NA 10.6104985 10.8103411 10.6542320 12.4348225 10.6561887 8.7858850 10.5649812 11.2152389 9.6854861 7.6400649 10.4260189 10.8166534 -1.1929749 0.3920976 3.7613704 9.8467791 10.7994438 9.5852518 0.8071900 9.4070874 8.4600196 10.2329151 TCGA-GL-7966 28 0 NA 112 kidney stage iii t3 n1 mx 19-3-2015 female 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 209.44.0 NA NA 3 1 1 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109751e-06 6.935946e-07 11.4814357 11.2455017 6.6000497 NA 14.6951027 7.8867903 9.8130435 1.4243847 3.4274989 3.7045179 7.0093740 7.9434854 10.9803696 9.5194312 12.1746395 9.2563969 11.4758142 7.8908516 8.7334001 10.8711990 8.1754767 5.5595713 13.2182466 1.4243847 1.2020102 NA -1.3830778 10.2801694 9.0938023 8.3585233 5.6831462 9.5455746 10.1327560 10.0354359 8.5900361 10.8216273 10.6593995 7.5943358 3.1406151 10.9977878 6.4372344 8.5209380 4.2020180 9.9333376 9.0754628 NA 8.9635698 8.9602418 9.1581527 11.2262349 8.4546842 7.6750481 10.3621632 8.9613522 8.7744029 6.8506757 3.9024595 11.3441257 8.4451924 3.7045179 3.3174922 10.2103072 3.1406151 9.1089091 10.8949247 9.4897310 12.2298049 10.9869260 11.9605195 7.5943358 15.0547432 7.8289444 10.0553281 5.2894804 10.3897831 7.7869812 8.1888089 2.4140814 7.6587156 9.9570341 8.8578476 9.6532297 9.6338644 8.3466768 8.1169022 6.9877438 13.2460712 10.3092357 NA 11.7508405 10.4852807 7.5536938 -0.3828896 8.5164131 10.1450218 8.2188267 11.1658780 8.7756659 10.0641393 11.7063411 9.9784516 8.4400569 -0.3828896 9.6824723 4.3174994 6.0846617 10.0380690 3.6614532 7.9833784 9.6470335 10.0211332 9.5668829 9.9668903 9.8673546 12.4512131 9.9070750 10.0243238 13.4585222 7.1327557 11.6876886 11.1718848 10.9027473 6.3918433 10.5470542 1.4243847 4.6614475 0.9390008 NA 1.6170633 13.9616988 12.9555140 3.2020258 8.8228493 9.4820161 11.3118493 8.7857284 10.7559679 12.0031881 8.1792986 12.3775796 8.8118130 6.4114720 11.0399093 3.0764907 5.4499476 7.9546779 -1.3830778 10.0698121 15.4003869 10.1644327 9.6511672 10.0438451 5.8838432 9.9931815 7.6449623 10.4853694 4.6614475 8.1008720 8.2317660 10.7284853 9.4672430 9.3261400 10.9384206 11.4619580 10.6359518 9.4171470 8.7701396 7.8124527 11.8027059 9.2527742 9.2169689 9.2823921 10.8652802 0.9390008 9.8404546 10.3848268 7.1049363 7.5093562 10.6576883 9.8099654 11.9589919 6.9070745 10.2748212 12.9131120 10.3731954 8.9157945 6.2095138 8.5741583 11.2236927 -1.3830778 10.4163377 9.6891887 7.0475089 12.8462505 10.1193907 10.1687644 10.5344282 9.1581527 10.2788342 10.5996933 9.3287232 11.0007605 9.2797246 3.5239508 10.0522054 5.9569070 2.3175067 4.9746073 3.2020258 10.3860675 7.2894813 7.9855625 8.6968744 7.1089091 3.8265078 -1.3830778 11.8719371 10.0641393 11.4252159 11.2183626 8.9265326 8.9070748 5.9181858 9.6050307 10.4252159 11.7849447 9.7476267 9.9401109 12.5823895 6.4179554 8.5871621 2.5239383 0.9390008 9.7988296 9.0548083 9.0734106 9.0243238 9.7863547 12.7160751 12.0481619 4.7045179 11.0335898 11.8975369 11.5344282 NA 9.6934242 -1.3830778 3.2609139 8.1445333 13.6486712 8.2573011 9.2645146 12.2976354 -0.3828896 9.4244111 9.5930402 10.7262338 8.9657843 8.4594066 12.0672364 10.4723139 10.3513423 9.9259640 5.3852412 10.3454018 10.7744030 5.4314792 7.4795079 9.5239467 1.03060 0.42167 -0.18672 -0.50090 0.20353 0.42016 -0.39415 0.40028 0.27585 0.00000 0.00000 0.00000 0.00000 -0.46142 -0.46142 0.48475 0.42167 -0.18672 -0.18672 -0.18672 -0.18672 -0.40219 0.59476 -0.13920 -0.17018 0.42016 0.25558 -0.51784 -0.37786 0.41078 0.41078 -0.46188 -0.42407 0.44884 0.34567 -0.42909 0.27585 0.00000 -0.378 -0.378 0.428 0.428 0.453 0.453 -0.424 0.449 -0.445 0.331 0.331 0.400 0.400 -0.438 -0.438 0.276 0.276 0.007 0.469 0.379 0.379 -0.375 -0.351 0.405 0.405 -0.187 -0.187 -0.422 -0.422 0.000 -0.195 -0.133 -0.133 0.101 0.101 0.420 0.420 0.229 0.229 0.000 0.000 -0.378 -0.378 0.428 0.428 0.453 0.453 -0.424 0.449 -0.445 0.331 0.331 0.400 0.400 -0.438 -0.438 0.276 0.276 0.007 0.469 0.379 0.379 -0.375 -0.351 0.405 0.405 -0.187 -0.187 -0.422 -0.422 0.000 -0.195 -0.133 -0.133 0.101 0.101 0.420 0.420 0.229 0.229 0.000 0.000 11.716733 12.846551 10.006688 6.879151 10.407405 NA 3.704518 10.117898 10.199095 3.475033 9.397596 6.026446 9.987199 8.762988 4.704518 5.965784 7.391843 9.273481 7.883843 9.155245 10.347102 9.547054 3.371949 9.285941 10.449155 10.024324 7.092790 3.864988 10.104896 11.212780 11.796625 -1.383078 7.120882 5.559571 7.925395 10.875033 10.900723 10.720016 9.014731 -1.383078 10.230846 10.140618 5.650480 11.354726 8.205771 10.476203 9.825900 6.934469 3.864988 10.656318 7.314024 14.054028 9.828336 10.468024 13.287989 13.295051 7.967995 10.113411 10.880619 6.060000 10.741501 12.613265 9.491269 9.834408 13.481242 6.385241 8.049598 7.092790 1.939001 10.896957 9.986108 12.866318 10.355148 13.458522 9.577782 9.131770 5.252086 12.451626 12.407506 14.202870 12.377580 12.390710 13.299118 10.324847 5.437234 10.105398 10.326140 10.467634 10.249142 9.326140 8.890852 10.271245 12.998531 8.479693 12.366820 7.748913 8.034908 9.054808 14.459891 10.956906 13.122868 8.163951 4.009374 NA 11.021666 12.756048 12.554609 7.303557 10.728518 11.556452 12.799916 11.475814 10.871199 4.140615 8.985562 9.511116 6.911677 10.885890 13.875585 6.437234 8.722965 12.481816 9.719032 11.703192 11.150386 2.202010 13.006755 8.578404 8.467243 7.171606 7.140618 9.312284 10.794787 9.999140 9.568887 3.617052 8.618464 10.402509 9.628982 11.179537 10.491653 10.474260 11.105147 5.289480 7.348375 5.475036 13.281791 9.677752 5.992095 10.043845 9.221461 12.837812 3.076491 8.432440 5.725580 10.384827 10.532189 10.767438 12.846250 11.089747 9.430837 11.000760 11.377776 9.386894 9.868539 9.854864 11.152575 -1.383078 -1.383078 3.009365 9.374446 7.449946 10.447571 -1.383078 9.424411 8.417956 10.942080 TCGA-GL-8500 63 0 NA 841 kidney stage i t1b nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.5663e-06 9.710324e-07 10.0779897 10.6011184 6.3742240 NA 12.1047286 9.5945622 13.5003095 -1.2695122 NA 6.2141850 5.4852561 7.3560769 9.3358479 8.2202163 12.2327029 12.5626650 10.0807550 8.6053499 7.9615898 11.3009356 5.7527352 5.5377247 10.5895148 1.7303574 6.1898008 NA 0.3153344 10.0923121 10.6776400 8.4203662 3.7747660 8.7359929 8.7582742 9.2973737 8.2617499 9.3533352 8.4045604 4.3450770 11.4783515 9.6743482 1.5377433 11.5575125 1.5377433 10.6907323 9.4993797 1.3153344 9.1259024 7.6432573 9.7366945 10.7415956 7.7637913 8.1162306 10.5564043 9.2020435 7.9177206 3.2539288 3.4308071 9.2926108 8.2500046 4.4027904 4.0522942 10.4952400 7.1312479 9.7870061 9.9331045 7.1312479 9.4446139 9.5875718 11.1602981 6.3228259 14.7159657 8.0522963 11.3492127 4.1566312 10.3965924 8.0249889 0.3153344 3.4435138 9.6514654 8.7924145 9.6084193 9.4718353 9.4844207 9.2820767 8.6099514 5.0879210 12.9083329 10.9986179 NA 11.7128272 9.3766661 6.6007336 NA 7.1397590 13.1366398 8.8018306 9.5133666 7.6787353 10.8515781 10.5493499 8.2242236 9.5700367 -0.2696861 9.1513812 1.7303574 NA 10.8447614 1.3153344 7.1608214 10.1156915 9.8191566 7.8927595 10.5723257 8.7004744 11.4370414 9.8750265 10.0779897 12.7858203 2.9782872 9.9129552 10.5766423 10.2641848 8.6206326 9.5223451 NA 0.3153344 1.3153344 2.1897929 5.7076490 13.2745480 12.9046699 12.4105081 10.4199296 11.2551549 1.7303574 7.3115685 3.9782963 10.5809459 11.8888203 11.5865254 5.3302823 5.6961524 10.9337163 4.8596516 NA 5.3885788 1.0522768 8.0966904 12.4803425 10.4076475 11.2536852 8.5930056 8.2926106 9.2411325 7.2222211 9.1197953 8.7706579 9.2341940 4.9002920 10.4251049 11.4527490 8.0409812 11.6800127 10.2111585 11.4665589 9.6801951 9.7026302 8.4134684 13.4083632 9.3760268 9.2791904 8.6903703 9.0122983 NA 7.7218901 10.3952600 -1.2695122 10.0508925 11.3302812 7.6130115 10.7250753 9.5043318 9.5836780 12.1824809 10.8421561 8.8075578 5.3002226 7.3376986 10.0082369 -0.2696861 10.9768120 7.7692871 6.5441500 11.5465520 10.0950502 10.1237588 11.1341793 9.2646713 8.2617499 11.3486552 9.5141852 10.5961016 9.1032335 0.3153344 8.9495370 5.5117274 2.1897929 9.1534841 4.7964576 11.4264665 0.3153344 7.0249889 5.2605000 2.5377185 NA -1.2695122 11.2895064 10.8356221 10.1424088 11.2803936 8.4394523 8.4978578 7.6561896 8.6477405 10.2040741 10.4424654 9.3423154 9.2753328 11.2015355 8.5821175 8.9842159 NA -1.2695122 10.1189238 8.7582742 9.8984137 7.4377271 10.0192345 13.3475488 9.4919196 -1.2695122 10.6957919 12.9643624 10.1540096 -1.2695122 -0.2696861 -1.2695122 -0.2696861 6.5821179 13.1944673 8.6699476 7.3524204 11.2002645 NA 9.0713312 8.2258037 10.3701612 9.4944106 7.0111389 11.3669930 8.2061015 11.0389918 10.2627243 2.0523115 9.1439964 10.0255633 5.4925839 7.8794803 11.4800283 -8.2282e-01 -5.2393e-03 0.0000e+00 -1.7605e-03 8.0304e-01 -5.4967e-03 9.6294e-03 4.0792e-02 4.5891e-02 -1.1236e-01 -8.0083e-02 -3.7723e-02 -7.7864e-02 -8.3847e-01 -8.3892e-01 -8.6126e-01 -5.2393e-03 6.5672e-03 0.0000e+00 0.0000e+00 0.0000e+00 -1.4924e-02 -1.7605e-03 9.6223e-05 9.6223e-05 -2.4210e-02 7.8194e-03 7.8194e-03 -6.9337e-03 5.5938e-03 5.5938e-03 4.5680e-04 -1.7438e-02 -8.5969e-01 8.1167e-01 -2.8683e-03 4.5891e-02 -8.0083e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.810 0.810 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.810 0.810 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 9.388580 11.269285 10.512957 13.861663 9.121612 NA 3.978296 9.705500 10.093939 -1.269512 6.613011 2.637262 8.164996 11.376477 5.550547 5.402794 6.173311 8.232206 5.511727 8.263698 12.072582 8.503508 2.315334 10.227721 10.607050 10.566419 3.684561 15.435987 9.557711 5.968773 12.866389 4.374226 6.678735 7.880116 9.384109 10.468461 8.1010559 8.8218036 8.9226611 NA 9.2050882 7.9002932 9.4531760 9.9883454 4.3153344 10.2500046 9.3965924 7.3190832 3.1897929 8.6903703 8.5852367 13.5331876 11.0432513 9.3200195 13.0037269 11.7445632 4.6372567 8.5976470 9.9226611 6.1979735 9.7836154 10.6270792 3.2539288 4.7303682 12.5316725 5.3742257 9.5018579 -1.2695122 NA 10.1774516 6.7471766 11.7730537 7.6787353 12.7858203 9.3651794 8.4168689 5.4700813 8.6130115 9.5742894 12.7373080 11.5865254 10.0053288 12.3408165 9.9693701 -0.2696861 10.9278922 9.1429382 9.4735197 9.2490215 8.0409812 7.9300407 8.9711596 12.8439477 7.9102776 11.3533330 6.1649974 7.5280297 7.9027960 13.1409290 11.2878321 11.8333283 9.4203664 0.7304008 0.3153344 8.9543699 11.7986428 10.1102665 6.8388925 11.1469020 10.7883601 12.2040741 10.0807550 11.3009356 3.4852594 10.5926182 7.8204809 3.6845607 9.6304805 11.8598156 1.5377433 8.9994950 12.2493829 9.3769270 11.0409811 8.6402616 2.6372625 14.9573637 7.4339259 7.6191114 7.9713746 6.1733114 9.1618660 9.3876867 7.1439964 8.6990352 4.1566312 10.4269012 10.0477810 8.3002240 11.1021450 9.3246929 11.3622275 10.6936257 1.0522768 9.6758122 2.3153344 12.1688601 9.1226857 7.9077878 8.5930056 9.4801540 13.1075789 0.3153344 9.2242239 1.0522768 10.3952600 10.8382393 10.2973737 11.5465520 11.6302917 8.1918479 10.5961016 10.7808972 10.4922478 6.9782963 10.1908242 9.9404308 NA 4.4582901 NA 8.2000104 9.5340394 8.4480448 NA 9.0713312 9.6045812 10.7832760 TCGA-GL-A4EM 61 0 NA 32 kidney stage i t1b nx mx 19-3-2015 male 2011 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 266.43.0 NA NA 1 1 4 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.6832305 12.5128719 2.5677645 1.9828020 NA -0.6020875 10.8146257 10.1543845 7.8282806 4.1527189 7.7016087 9.5089640 8.9884152 11.6990386 10.0461859 8.3432719 4.8240906 3.0982679 9.5501130 7.2986950 12.2951065 12.2205982 9.7761231 8.8008404 4.6457535 11.0790666 7.8407716 10.8219945 9.8418077 6.1660124 9.5167692 11.2856048 9.1460210 7.9331034 6.3403433 2.3978303 9.5851802 8.2835246 -0.6020875 7.9056229 11.0711373 5.5876530 10.0326392 8.0843285 6.5475748 7.9638821 12.4551431 10.8991678 7.1460208 16.0796431 7.7772066 10.0235370 4.4422203 11.2685782 6.2681930 5.5271110 2.3978303 9.4298739 10.3751081 8.3607242 9.9884153 8.8695035 10.3166914 9.5399352 6.1257482 14.5937386 10.9533760 0.3978030 11.3166914 9.1540009 7.5271110 NA 7.9977412 12.3636125 8.1257487 9.5488448 7.2051833 9.5627351 10.7766649 7.6169965 10.3775178 NA 7.8856683 2.2051735 NA 9.2941605 4.3047155 9.8856683 11.1155046 11.0083917 8.8219946 10.8308920 8.9447226 12.4458433 9.9930857 10.8366201 12.0461858 3.8572644 10.6224027 8.9771442 11.4062568 5.8407729 10.7652430 NA 2.5677645 0.9828020 -0.6020875 1.3978030 13.9316446 8.7858454 12.9728947 10.7208829 11.1456016 5.5876530 8.0596062 7.5424864 10.7863837 10.8392162 10.9030393 7.0344523 10.8628843 10.6433809 4.9827928 1.3978030 3.8572644 NA 8.0088532 14.0745566 9.1510450 9.7858454 8.6169968 5.3751090 8.4558200 7.4852908 10.0519271 8.0235370 8.9350466 7.1257482 8.7147885 11.2627881 7.4090557 11.1800074 12.4774797 11.2739614 9.5232416 9.4786457 4.8520038 13.1264928 9.7804522 9.4408555 8.6832305 9.4558200 NA 7.4367473 10.0326392 4.2568069 8.8916236 10.6410022 7.5011159 10.4062568 11.1129322 10.2842869 11.1291472 10.0244499 9.0261643 6.3285654 7.5063528 9.7220088 NA 11.1240464 7.5219498 5.3285672 12.4253887 11.4435878 9.4326271 10.7061672 10.0398799 8.7509749 11.6812754 9.6528568 9.3196692 8.7421241 5.3978269 10.1025965 5.3520240 2.7197530 8.5702557 1.3978030 10.6308486 4.7197584 9.3256061 5.6646137 5.8572595 NA 1.9828020 11.7807224 10.9233490 10.4625710 11.0244499 10.1189275 7.6535652 6.6722768 8.7597720 11.0803839 7.9562489 9.0344529 9.2148118 10.1635287 3.6457593 9.6036215 NA NA 10.0443869 7.7597717 9.6657854 8.3196690 10.1376088 11.5235646 11.5258225 -0.6020875 9.4932252 10.3196692 10.6895745 -0.6020875 6.7975980 2.9827837 -0.6020875 5.6457564 12.8066886 9.1857308 7.1257482 11.2164104 NA 8.9977409 9.8186095 10.7992411 9.3447344 6.9369865 11.7471095 10.3024628 10.9145132 8.3950075 4.9524174 8.7465563 9.6278487 2.9827837 6.7016087 10.8474928 -0.00083160 0.00430210 0.00041593 0.37858000 -0.00180140 0.37002000 -0.00401620 0.35643000 -0.01681400 0.05761000 0.08796900 0.08796900 0.08796900 -0.00544380 -0.00083160 -0.00083160 0.00430210 0.00041593 0.00041593 0.00041593 0.00041593 0.00000000 0.37117000 -0.00401620 -0.00401620 0.37002000 -0.00415460 -0.00415460 -0.00401620 -0.00401620 -0.00401620 -0.00069303 -0.00069303 -0.00415460 0.36204000 -0.01179400 -0.01681400 0.08796900 0.000 0.000 0.000 0.000 0.363 0.363 0.000 0.000 0.000 0.362 0.362 0.356 0.356 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.371 0.371 0.000 0.000 0.000 0.000 0.370 0.370 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.363 0.363 0.000 0.000 0.000 0.362 0.362 0.356 0.356 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.371 0.371 0.000 0.000 0.000 0.000 0.370 0.370 0.000 0.000 0.000 0.000 9.879628 11.928235 10.248796 11.815944 7.897674 1.397803 3.098268 9.801905 10.985367 1.719753 8.659923 7.697036 8.132538 16.030909 7.616996 8.728745 7.034452 7.768516 8.397828 6.386513 7.755380 9.839735 4.952417 11.174672 10.655805 10.354204 7.431251 9.246451 9.688999 8.414637 12.492068 4.442220 6.807220 8.582704 2.205174 10.584561 9.0434867 9.6843859 10.4679492 NA 8.5602197 8.6855407 10.8162079 9.2019592 2.2051735 10.7679707 9.3403426 7.6646151 5.9676828 9.0434867 5.7728675 12.8432311 11.7251001 8.5475751 12.9963460 12.7847685 5.9524174 10.2612401 9.8008402 9.0344529 10.5925850 12.6998959 5.4639167 7.4852908 12.7670166 5.0416854 8.4201960 3.6457593 -0.6020875 11.1287228 6.9600703 12.0430363 8.2558090 12.0461858 8.4984906 8.4312510 4.4099475 7.6552159 10.7836906 12.9137744 10.9030393 11.3607242 13.1235140 10.4469961 1.3978030 11.5170936 9.6657854 10.4388028 8.2211956 7.4090557 6.6169972 10.0569322 12.6327953 9.6563943 11.3574680 5.9676828 6.8240932 7.5627355 13.4607142 12.0339997 11.7920229 7.9827906 1.9828020 NA 7.4692910 12.6130578 9.1341963 6.0416854 10.2565864 11.685829 11.958161 9.354930 11.249577 5.952417 8.722009 8.648127 5.152715 9.536100 12.188500 7.298695 6.577737 12.256196 8.283525 10.712978 9.059606 0.397803 13.672134 6.484549 5.997742 7.378368 8.307721 8.863395 9.161041 10.136765 8.826188 8.800840 11.537699 8.572754 8.258915 11.620925 10.449717 9.687847 10.282762 2.205174 10.282762 5.889680 12.306024 8.624241 7.409056 8.616997 9.800638 11.998903 7.552646 9.010697 4.205181 10.032639 10.520456 9.935047 12.425389 11.660510 7.746557 9.319669 10.754280 9.671624 7.436747 10.104324 9.552646 2.982784 4.921389 NA 8.921390 11.623228 6.719756 0.397803 8.997741 8.997741 9.562735 TCGA-GL-A59R 79 0 NA 378 kidney stage iii t3c n0 mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 281.43.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323542e-06 9.01673e-07 9.7474326 9.7044297 7.0306042 1.6943008 12.6169057 8.7430588 13.4253008 3.1797499 1.6856262 6.1272804 6.3265895 7.8801878 10.6344880 8.4249611 11.7962969 12.0428281 10.0693607 8.8801878 6.2912573 11.0514334 7.4598562 5.8642456 10.4585293 3.8959521 4.9871025 1.3723950 4.2792856 10.8435603 10.1821613 8.9611079 3.1797499 8.9573557 9.6179458 10.0198516 9.3667467 9.9629803 8.9173575 4.8642456 9.8122240 9.9667177 6.4167874 10.6432725 7.4058163 9.1104854 10.9332036 2.8318165 9.8132624 8.1732929 10.0840601 10.3582351 7.5068193 6.6203210 11.0393672 9.2473745 8.0198514 2.6943231 3.0728261 9.6391797 8.5068193 4.9573575 6.0728325 10.3023913 -0.6277165 10.8132624 8.8070213 7.0377292 9.0693260 13.8926435 10.4126829 6.9944451 15.8202997 8.3119726 10.4697670 4.4598578 10.7496037 8.1504703 1.9573575 4.2313710 9.9037746 10.1322813 8.5671499 9.9498220 9.2115970 8.9815718 8.6577954 6.5720650 13.3926787 11.2822863 4.5423200 11.7102938 9.0168264 8.1668088 NA 6.6203210 13.1418178 9.0180516 9.3396193 7.6852758 8.7582555 11.0588937 8.2458374 7.5434696 2.9573575 8.8007534 NA NA 10.6090054 3.2792781 8.5423180 10.3695726 10.3244063 8.6531639 10.3968403 9.3496731 11.5197921 9.4518779 10.4411715 13.9145182 0.3723950 10.9628960 10.7419905 10.7200145 9.6784549 10.1917740 -0.6277165 NA -0.6277165 -0.6277165 6.2052830 13.1696494 11.0439343 11.9662511 9.6727457 10.7506880 6.3265895 8.5398114 3.8959521 10.9755558 11.1032878 11.3684641 6.8880930 7.2550361 10.3539605 1.9573575 2.5423076 5.4384825 NA 9.3905933 12.8498985 10.0279238 11.9401116 9.1765242 6.8070213 9.6473535 7.4861351 10.6121349 7.8762192 8.9384472 8.4677902 9.9702968 10.4558724 7.4913344 11.6096031 11.1619268 11.6048141 8.6415200 9.1410242 7.7615300 12.2305685 8.8420351 9.8722390 8.7860209 8.8028456 NA 7.7817839 10.5010319 2.8719225 9.7687945 10.7754052 8.5246780 10.2762749 9.9027996 10.2725052 11.4625056 10.1925721 9.8037027 4.6577943 9.3338428 9.8038907 0.3723950 9.6830060 8.6012118 5.8153372 11.7258157 11.0421641 9.3468078 10.2163142 9.3723932 9.3822217 11.1411482 9.1553913 10.5074611 7.5170512 4.9573575 10.5976006 4.3265877 2.1294149 7.2672109 3.1797499 10.6102006 -0.6277165 8.5448207 5.9141866 4.3265877 NA 0.3723950 11.7515007 10.9144577 10.7310444 11.7038700 7.3723932 8.5297401 7.4553404 9.7321427 10.7944579 10.2381264 8.7496037 9.9279409 10.8777085 5.5622180 9.8460988 NA NA 9.9990149 7.2912564 8.9704456 9.1537529 10.4815709 12.6277169 10.6624120 3.6203166 9.9066961 13.8027150 9.8831574 0.9573203 3.7647071 0.9573203 2.9573575 6.0588944 14.3496731 10.0994627 6.5221405 11.4351139 NA 9.0216493 9.2597661 9.8541925 9.4371360 7.5373000 11.8572161 9.8328490 10.2170990 9.7849629 4.7299443 9.4371360 9.5423182 4.8642456 7.8602334 11.0973333 -0.00788630 0.00060583 0.00041558 -0.00443120 0.84435000 -0.00069303 -0.00995650 0.79956000 -0.06316600 0.08262100 0.08262100 0.08262100 0.06621800 -0.00788630 -0.00788630 -0.00788630 0.00060583 -0.00061977 -0.00061977 -0.00061977 -0.00061977 0.00652620 0.00819590 -0.00429290 -0.00429290 -0.00069303 0.00000000 0.00000000 -0.00995650 -0.00484610 -0.00484610 0.00498250 0.00498250 -0.01122400 -0.00995650 0.01349200 -0.06316600 0.08262100 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.000 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.844 0.844 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.000 0.000 0.000 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.844 0.844 0.000 0.000 0.000 0.000 0.000 0.000 11.0762967 12.4568694 10.5379283 13.4399116 8.9778726 NA 2.3723950 10.0571418 9.9590734 0.9573203 8.0518734 7.2611368 9.2005296 13.2930251 4.6203225 7.1797479 7.0162489 7.9037746 7.1205863 7.7775348 11.4222417 10.1331130 0.9573203 10.1037122 10.5714519 9.6999458 5.4598545 15.2022893 9.7870783 7.5473187 12.1821432 5.2550361 6.8153372 8.5423180 8.9384472 9.8277204 9.1521124 9.8652478 9.4505440 -0.6277165 9.4167872 8.8722390 9.4167872 10.6432725 4.3723950 10.5873193 8.9154250 7.3553863 4.2792856 9.1504703 6.5322640 13.3701901 10.7441698 9.1700547 14.1220531 12.0094708 5.8959545 8.8880930 9.4371360 7.1339447 10.5547875 10.1684328 0.9573203 4.1797499 13.5974499 6.2792837 10.9346356 1.3723950 NA 9.5448207 6.1138609 13.1612134 9.8692470 13.9145182 9.3075583 8.6060128 5.9483112 11.0505531 10.4016804 12.5509024 11.3684641 11.9190465 12.0205260 10.2725052 3.2792781 11.2381264 10.4167873 10.3639151 8.7860209 7.4913344 7.7211211 10.1708650 13.0222107 8.1138604 11.2264823 5.9269814 6.7299456 9.0017499 12.8930450 11.3214903 12.2886458 9.6309593 1.3723950 -0.6277165 9.1087952 12.5338400 11.1100335 7.3892011 10.8236042 11.7119649 12.2477586 10.0693607 11.0514334 5.5016748 10.9916961 8.6807322 4.9269814 9.3738013 12.4487261 6.4167874 8.7365278 11.8774554 8.9115520 10.8236042 9.4181528 3.4598513 14.7644087 6.3082061 6.7299456 7.6358030 7.2427578 9.1322812 9.6321364 8.7474327 8.4861355 5.6012122 9.2792837 10.2656947 8.4222418 11.0602062 10.2679684 10.9455670 11.5313184 4.6203225 10.0892126 2.3723950 12.6806597 8.5891391 6.9944451 9.1765242 9.5569834 12.3211254 -0.6277165 8.9269820 0.9573203 10.5010319 10.9606393 10.4330891 11.7258157 11.1627416 8.2972056 10.5074611 10.8354066 10.5341549 9.1071028 10.3251344 10.2131711 NA NA NA 8.0658803 11.4661771 8.9479323 NA 9.0216493 7.5221405 11.3853668 TCGA-GL-A59T 46 0 NA 546 kidney stage i t1b nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 5 NA white not hispanic or latino 299.44.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323542e-06 1.109751e-06 10.1581446 9.6942205 8.4812683 0.6589198 11.8068040 7.6834382 13.5086940 -0.9260427 1.3901724 5.1400915 5.5334325 6.4663188 10.0128450 7.2539099 12.5810519 12.7332161 9.3720632 8.4071560 6.4049167 11.2473654 8.3360955 3.8288854 12.4552731 2.5334388 5.6589626 NA 3.9808936 10.5303550 10.3437117 8.1799091 4.7744392 8.8036213 8.9319817 9.3789223 10.3897162 10.2173838 8.4791420 5.3959299 10.5416061 9.5262418 6.0852271 12.1103459 8.1825250 10.3183644 9.3857490 4.8288905 10.1896945 7.2032834 9.9566436 10.6697243 6.8154678 7.1614635 11.1452853 9.0032590 7.7178567 2.7744392 3.6589655 9.1183948 9.7753071 3.8813514 7.6053817 10.8703282 5.7033582 10.0303768 7.4791424 8.5798122 8.1046679 10.9887594 10.8413574 7.8520775 16.0112824 8.5127926 10.1421071 3.4663139 10.1387433 7.7393364 2.5334388 4.7117867 8.9005490 9.5956010 9.0963683 9.4706054 9.3004127 9.5231493 9.4587843 5.8421844 13.4552055 11.1541519 4.3219281 11.5303550 9.6587094 7.0281967 -0.9260427 7.1238493 12.8879821 7.9319814 8.9350875 7.8388724 10.3112105 10.3993060 7.0047385 9.2775443 NA 8.3147921 0.6589198 -0.9260427 9.5127924 1.0740258 7.9688183 9.9988131 9.9147786 8.9748674 10.3863164 9.9312041 11.9498632 9.2007052 10.3460471 13.6084859 NA 9.5274152 9.5808041 11.5228912 10.4337501 10.1218061 -0.9260427 1.0740258 1.6589655 1.8813514 5.2237469 13.7514450 10.6481210 11.6706562 10.6631835 11.5324072 3.7178573 8.8619033 4.8288905 10.8095566 12.0603760 12.0628539 6.0047373 8.9853926 10.9132044 5.1614645 4.4663204 4.8019191 NA 9.5678561 12.8175728 8.5578163 10.0289238 9.1812176 7.0569942 8.7605011 8.0311024 10.4298636 9.5608357 8.9226236 5.0512807 9.3562666 11.2310316 7.3219281 10.9950976 11.7707508 10.9447506 8.8765169 9.7151492 5.5345784 13.0621527 9.1667576 9.2032836 8.3501250 8.8586353 -0.9260427 5.8553594 10.3034203 0.9058900 9.2242301 11.3871671 7.6247472 10.5537809 9.4716752 10.2097098 12.6470560 10.5138315 9.5795243 2.3959402 8.7813597 9.7700988 NA 10.0039986 6.3959282 4.8288905 12.1319923 11.2548421 9.3981810 10.3976184 9.7286367 8.4004299 11.0285531 9.8610869 10.4517534 8.4620180 2.5334388 9.2785717 3.0740087 4.0281978 8.2338718 1.6589655 10.1494798 -0.9260427 8.6073303 6.1508155 4.5334325 NA 1.6589655 11.6636517 11.0318281 10.5169441 11.4074355 8.6923860 6.2398124 6.8333557 8.1183945 11.0956747 9.5837755 8.8221935 9.1387433 10.4495831 8.1825250 9.9257497 NA NA 10.1122337 6.7393364 9.3709169 8.4981667 9.8322237 11.7826534 9.4425071 2.5334388 8.8238700 14.9811025 10.8757090 0.0739573 2.7744392 -0.9260427 -0.9260427 4.5002667 13.8374205 9.3135991 6.0852271 11.0803267 0.0739573 9.1654359 9.2053045 10.4260440 9.3536111 6.6664569 11.6119469 9.9045159 10.9096563 9.8087102 2.9808844 7.8553600 9.0838293 4.5658530 7.0337126 11.8370054 -0.01464100 0.61770000 0.66420000 -0.00415460 0.69623000 0.00000000 -0.00968060 1.36520000 -0.04521600 0.19649000 0.19649000 0.19649000 0.19649000 -0.01464100 -0.01464100 -0.01464100 0.61770000 0.66420000 0.66420000 0.66420000 0.66420000 0.00346870 -0.00415460 -0.00719580 -0.00719580 0.00000000 -0.00041585 -0.00041585 -0.00968060 -0.00235530 -0.00235530 0.00013863 0.00013863 -0.01519100 0.70438000 0.00014413 -0.04521600 0.19649000 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 0.000 0.695 0.695 1.365 1.365 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.623 0.623 0.664 0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.704 0.704 0.000 0.000 0.000 0.000 0.196 0.196 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 0.000 0.695 0.695 1.365 1.365 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.623 0.623 0.664 0.664 0.000 0.000 0.000 0.000 0.000 0.000 0.704 0.704 0.000 0.000 0.000 0.000 0.196 0.196 10.249550 11.559830 11.019810 12.613402 7.753481 2.881351 3.931986 9.596582 10.521704 NA 8.956644 7.617032 8.805320 15.205817 6.161462 7.685026 6.440323 6.760502 6.636243 7.161463 10.617516 10.072591 1.074026 10.006215 9.910840 9.621859 5.565853 14.181831 9.409391 6.753480 12.257772 6.581796 7.288320 9.310015 8.361713 9.388017 8.8305570 9.4381352 10.4353961 0.0739573 9.5768324 8.3052218 9.4403227 10.4293517 2.5334388 10.7835153 10.2084269 7.9226236 4.9068906 8.6831792 7.4227283 13.8819592 11.2868009 9.0527110 13.7544700 11.9021371 5.2638269 9.7295314 10.2256514 9.5283000 10.7065414 10.8491993 3.3219281 6.9505174 13.8610869 3.7744392 9.8095566 0.0739573 NA 10.9194906 6.6514292 12.6171533 8.7196589 13.6084859 8.3914133 8.3981810 5.4854268 9.2797937 10.9909997 12.0970618 12.0628539 10.9778824 12.2498620 9.8594531 -0.9260427 10.8925827 9.4876284 10.3058218 7.9657843 7.3219281 7.9596971 10.1380697 12.5455488 8.0683543 10.8175727 5.9688188 6.5975625 8.4981667 12.7909465 11.5560522 12.1849732 8.6570833 NA NA 8.9642649 12.4684633 10.5822212 7.0796256 10.1149752 11.4312776 11.5474527 9.3720632 11.2473654 5.4833902 9.9132043 8.2858890 3.9808936 8.6073303 11.2152903 6.0852271 7.6362432 12.5014431 10.1067351 10.6039191 8.7639984 1.6589655 14.7424147 6.9187380 7.1019064 7.5456758 7.0397843 7.6362432 9.5778263 9.5405868 8.5758376 6.9988127 9.6457532 9.7223581 7.7393364 10.8688226 10.1922928 11.1187362 9.8163099 1.3959402 10.5293278 0.6589198 10.8493393 7.4093909 6.4663188 9.1812176 9.5152331 12.4651099 2.0739916 9.9068906 0.0739573 10.3034203 11.0918529 9.7169547 12.1319923 11.2154691 7.4918531 10.4517534 10.7348878 9.7596254 8.6150973 10.0347266 9.3834769 0.6589198 0.6589198 NA 7.8454901 10.9044881 8.2955876 -0.9260427 9.1654359 8.1614635 12.0694144 TCGA-GL-A9DC 66 0 NA 27 kidney stage i t1b n0 mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 386.28.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5453345 9.7989469 8.9531989 6.7290075 12.3699629 9.9903939 13.3767645 0.8897850 0.2402533 5.7352947 5.6971594 6.8670835 10.6542608 8.3389525 11.7541834 12.4667605 10.5081801 9.0458869 7.6777063 10.7135691 7.3574095 6.7918167 11.1484641 -1.1102928 6.2906824 0.4747735 4.6446927 10.5617871 9.9752762 8.5372623 2.3492237 9.1635994 9.1554189 9.5586888 9.4766435 10.2072164 8.7755003 5.4443921 5.5336599 10.0054978 4.7477848 8.8279130 7.1041228 10.7183371 10.3690788 2.9772616 9.6571607 7.8234946 9.8584706 10.4625040 7.7570826 6.9232264 10.9255652 10.0734392 8.0009397 2.5902427 5.0395508 9.9450862 7.4250791 3.7477848 6.3244326 10.5591318 2.5902427 10.5286922 10.2517476 5.2821210 9.5797668 11.7783568 10.5789282 6.9066116 16.2248016 8.4366982 11.1401022 4.4747670 10.4128756 7.4055040 1.8897850 1.7012829 10.1924427 9.4653431 8.9719527 9.7686210 9.5841617 8.7179403 8.3614789 6.2648442 13.8277753 10.1717339 NA 11.6917142 9.6337966 6.9825613 NA 7.8264417 12.3896497 8.3975985 9.6521858 7.8146164 8.6379967 11.6461516 9.2648432 9.3373211 -0.1101371 9.2853379 1.2117598 NA 10.5386108 0.4747735 8.0267951 9.8381710 10.1353566 8.4250791 9.6168734 9.0870204 12.1439895 9.6907038 10.3836593 13.0135211 2.4747735 11.1386920 10.4975965 10.8410885 10.1010838 10.5980255 0.8897850 -0.1101371 -1.1102928 -1.1102928 6.7163517 13.7655052 11.3358532 13.0381215 9.7578547 10.6760734 2.5902427 8.3181641 7.6074805 11.5869886 10.7996969 11.6236813 6.0395508 8.0672235 10.6534312 3.5902427 3.2117287 5.5902427 0.4747735 8.2735080 12.9612662 10.1477809 11.5280135 9.2117319 8.5318555 9.5227990 7.2207208 10.1929281 9.2495534 8.5063528 3.7966912 10.0774652 11.0565946 8.3856588 11.8062431 11.9669533 11.1545396 9.3966073 9.1270139 6.9423714 12.3398552 9.2991947 10.5622292 7.7601684 8.2495534 -0.1101371 8.4153247 10.2976026 2.4950555 9.1484522 10.7043863 8.5155126 10.6409294 10.3680678 10.3685735 12.0370088 9.5127707 9.6283183 5.8205415 8.0992573 9.7617091 0.8897850 10.2970716 7.6612936 6.2561256 12.4027911 10.9548833 9.8160998 10.5648788 9.7360777 9.1305953 10.9093216 9.1981430 10.7804481 8.3836594 4.4747670 10.4299318 2.0597360 2.3187507 8.1353563 1.8897850 10.6886806 2.6971511 8.3181641 5.2512230 4.5336630 0.4747735 0.8897850 11.7659370 10.9795853 10.7333324 11.8443637 8.1258179 9.5035656 6.7544239 9.6329552 10.7466184 10.7329397 9.0344620 9.8490813 11.7425284 5.2117326 9.5444398 -1.1102928 NA 9.9619364 7.8727974 8.9904662 8.7663209 9.8512535 12.1445372 9.8138740 0.4747735 9.9832214 13.9341126 10.1670912 NA 6.0980868 -1.1102928 0.8897850 6.8264417 14.9270719 9.7936857 7.8897193 11.4843617 0.4747735 8.9218496 9.5829859 9.9963667 9.3213015 7.4934304 11.8218340 9.9599247 10.5332091 9.6379967 3.7966912 9.7187337 9.4943570 5.1377330 7.1862153 10.5876402 -0.01739100 0.00523750 0.00027728 -0.01070500 -0.00360110 -0.00512270 -0.01656700 0.73473000 -0.07907700 0.04783600 0.04783600 0.04783600 0.04783600 -0.01739100 -0.01739100 -0.01739100 -0.00126730 0.00027728 0.00027728 0.00027728 0.00027728 0.01112100 -0.00263220 0.00485790 0.00485790 -0.01312700 -0.00443120 -0.00443120 -0.01656700 -0.01174900 -0.01174900 0.00833510 0.00833510 -0.02008500 0.75681000 0.00046968 -0.07907700 0.04783600 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.757 0.757 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.757 0.757 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.3131824 12.3778950 10.5182494 12.8197095 9.4395884 NA 2.2117287 9.9504998 10.4058189 -0.1101371 9.6371577 7.6971587 8.8011958 13.6285822 5.0597273 6.8146158 6.6711631 8.1186224 6.6109023 8.3533281 13.6572641 9.8279132 0.8897850 9.6654141 10.1198242 10.3144950 4.5336630 15.6917647 9.8996324 7.2821210 12.2889362 5.9232276 7.6711638 8.6971587 8.5919767 10.2451549 9.3624947 10.2346545 9.1682532 -0.1101371 10.3655373 8.9355635 8.5118558 11.0168308 5.0190881 10.5354622 9.1282086 7.4520460 3.9341957 9.5309525 7.9772668 13.6559186 10.5560279 9.5426489 13.6723926 12.2934816 7.0087446 9.8933217 10.0759180 8.8234946 10.2799728 10.5793651 1.4747735 5.6040506 13.4694733 5.3160697 11.8613474 1.2117598 NA 9.8756457 8.4114042 13.0606678 9.7936857 13.0135211 9.5471222 8.9369276 5.5191613 11.3197336 11.0525098 14.1752422 11.6236813 11.9285514 12.3686998 10.4929665 1.8897850 10.7812078 10.4472675 10.0158630 8.8249689 8.3856588 7.9066122 9.8512535 12.9857777 8.3389525 11.6147418 6.6109023 6.8381715 9.0126318 12.8782959 11.5493538 12.5497997 8.8912120 NA NA 9.0759182 12.5545844 11.2086008 7.2864090 10.9742801 11.4436731 12.5487963 10.5081801 10.7135691 5.4133673 10.4966717 7.9719527 4.9772662 9.3926356 12.5534420 4.7477848 9.1282086 12.4069700 9.9558930 11.0644175 9.8153583 2.3492237 14.5191889 7.7496489 7.2296542 7.7518834 6.9983287 9.0572220 9.7352939 8.8140226 8.8968310 6.3975976 10.2139844 9.9898090 9.5560278 10.7974456 9.8996324 11.5502455 11.1510173 3.8440039 9.9832214 1.2117598 12.6355065 8.8026931 7.6278964 9.2117319 9.3475335 12.8017575 0.4747735 9.2229591 NA 10.2976026 10.6014708 10.5538066 12.4027911 10.8216494 8.8813257 10.7804481 10.6509394 10.5686416 8.2184790 10.0363726 9.9878359 0.4747735 3.6971622 NA 8.3076562 9.2532597 8.7617091 -1.1102928 8.9218496 8.9204711 11.2097581 TCGA-GL-A9DD 69 0 NA 341 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes 20 1956 white not hispanic or latino 386.28.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8014231 10.0662612 9.2005468 -0.9567955 12.0421428 8.7996728 13.8975326 NA 3.2918835 6.4694644 6.7014118 6.5745814 10.4494049 8.1359570 11.8764853 11.3993767 10.1260142 7.8537718 6.5430457 10.9754147 9.5549525 5.6431116 14.1036847 -0.9567955 6.5270156 NA 2.8505594 10.5920218 10.3566498 8.3963466 5.1724835 8.8760899 9.2659947 10.6468263 11.8216877 9.8609830 8.4269042 5.5189348 5.0432001 9.3908214 7.3785905 12.2509768 8.8776709 10.4024004 9.4694646 4.7156243 11.5625904 8.6888584 10.2833949 10.1666747 7.6168473 7.6092541 11.0289600 8.6733395 7.7226798 6.8824034 3.5026361 9.6560683 8.1038957 3.3651326 8.5249992 10.4899834 2.7436442 10.2037016 9.7838240 7.2526531 9.5370454 10.1352963 10.6168471 8.2768195 15.6657522 8.5370553 10.0731773 4.3285995 10.1432051 7.6870558 6.4182389 4.4525888 8.3628718 10.1193474 8.6111558 9.6834449 10.2055912 9.2477711 9.5881642 6.1929477 13.4228490 11.6985070 NA 11.5879229 9.9525004 7.9042866 0.0432045 8.3963466 12.2741210 8.6225157 10.0807468 8.1146622 9.9470817 10.6761951 8.1543356 8.9279963 NA 8.9590792 2.6281670 -0.9567955 10.0190479 2.9500951 8.2206192 10.1840297 10.0460149 8.3785901 10.5696991 9.2206194 11.9079954 9.2055912 10.2299332 13.8657707 1.6281670 10.8330636 10.6333190 10.6149525 9.7922313 10.3372462 0.6281670 1.3651326 3.0432045 2.2131295 5.6281612 13.6327340 10.4531211 12.4492720 10.2404165 11.3372462 3.9011855 8.0875938 5.6281612 10.9668988 10.7005184 11.7775369 7.8792500 10.7353794 10.6229873 5.0204800 3.5667665 5.4694660 1.6281670 9.6915575 13.4669724 9.5618531 11.0244103 9.8155144 7.1929467 9.8689537 7.4985269 9.9694588 10.6500678 8.3099865 6.3919275 9.6221102 10.8039198 8.5706770 11.6611264 12.0984823 11.4523256 9.5087663 9.1682517 5.0373251 12.5684760 9.1916764 9.2696120 9.4913162 8.3538129 1.0432045 7.7540063 10.2617632 2.0611195 8.9512323 10.5598849 8.1464877 10.6168471 9.7156252 9.9365015 12.1206832 10.5618531 9.2808519 5.0204800 8.0627904 9.9857145 NA 10.9402890 7.0766232 6.7366874 12.1484537 11.1900867 9.3424078 10.4819917 10.2112451 9.3309122 10.9245127 9.0766230 10.7362511 8.7863513 3.7980920 10.2049616 4.7436388 5.7540056 7.7812922 3.9011855 10.3763552 1.3651326 9.3181605 6.3738483 4.9500904 -0.9567955 3.0432045 11.5000676 10.5450370 10.3228105 11.6549164 9.2243522 8.8045350 6.2284724 7.7677137 11.1438622 10.2131249 9.0247671 9.6761951 10.9327038 8.3874957 9.7947440 NA -0.9567955 10.0889595 8.1517244 9.1789091 8.4715602 10.1536832 11.5556935 10.7672873 2.2131295 9.9545918 13.4371266 10.2569117 1.0432045 3.5667665 1.0432045 1.3651326 6.5900945 14.0243212 10.1160024 7.7540063 10.6579097 NA 9.1464877 9.3998609 10.4339063 9.6906584 7.2672015 11.3291800 10.1432051 10.4214947 9.3297576 3.9500951 9.3718749 10.0060959 4.3163413 7.6103952 11.1415610 -0.00318590 0.00875280 0.40261000 -0.00290910 0.41312000 0.00041593 -0.01078400 0.41028000 -0.02493500 0.07915900 0.07915900 0.07915900 0.07915900 -0.00318590 -0.00318590 -0.00318590 0.00875280 0.40033000 0.40261000 0.40261000 0.40261000 0.00000000 -0.00290910 -0.00069303 -0.00069303 0.01293400 0.00124810 0.00124810 -0.01078400 -0.01161100 -0.01161100 0.00025518 0.00569190 -0.00318590 0.42385000 0.00208050 -0.02493500 0.07915900 0.000 0.000 0.000 0.000 0.412 0.412 0.000 0.000 0.000 0.410 0.410 0.410 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.403 0.403 0.000 0.000 0.000 0.000 0.000 0.000 0.413 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.412 0.412 0.000 0.000 0.000 0.410 0.410 0.410 0.410 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.403 0.403 0.000 0.000 0.000 0.000 0.000 0.000 0.413 0.413 0.000 0.000 0.000 0.000 0.000 0.000 11.3869408 11.7123064 10.9594526 13.7818200 8.8030882 1.0432045 2.5026361 9.5608693 10.2825120 0.0432045 7.8080716 6.6579101 8.7812922 16.0502929 8.3515391 8.2839912 6.8569807 8.2428721 7.9944847 7.8760896 11.0690315 9.9058372 4.4355153 9.5696992 9.8278347 10.0060959 6.2720195 14.0666944 10.1464877 7.8179871 11.8691405 5.5189348 7.4736522 9.0752457 7.7331977 10.0828044 9.6006636 9.9220172 9.6196843 1.0432045 10.5881643 8.3309124 9.7182748 10.4913162 3.1306673 10.4247428 9.5320442 7.0032019 4.7156243 9.2156274 5.9011807 13.4711674 11.1718387 9.4127972 13.4102733 13.0086234 6.6942520 8.8030882 10.1119782 10.1833906 10.3297577 11.5867151 5.2330252 4.6870551 13.0416140 3.9011855 9.8808278 2.2131295 NA 11.0215528 7.9197167 13.0650474 9.5569275 13.8657707 8.9440666 8.4799116 5.9814851 11.7427723 10.7897142 12.8671641 11.7775369 12.0242320 12.1343046 10.0984823 -0.9567955 10.8972891 9.9930265 11.3735566 8.6092541 8.5706770 7.6834445 9.7401675 12.7639785 10.4285231 11.2271423 5.0204800 6.8824034 8.3469808 13.0727063 11.3727159 12.4432788 8.4007518 1.3651326 0.0432045 9.2453238 12.5332986 10.6540218 7.1980177 10.5405527 11.5033998 12.1186790 10.1260142 10.9754147 6.2428730 10.5569275 11.5270157 5.5026329 9.4106146 9.7990138 7.3785905 8.2982285 12.4863934 9.0779989 11.0481225 10.0003019 2.9500951 14.2461654 6.3027541 7.1146627 7.9518926 8.6579097 8.6486793 9.7745189 9.2792140 8.5800494 7.5470256 11.1795502 9.4621065 8.5290291 10.9193331 10.4220366 10.3696294 10.7423385 3.4355219 10.5794471 2.7436442 12.1928279 8.5209581 7.3651282 9.8155144 9.5135434 12.3381078 4.9500904 9.6281624 2.6281670 10.2617632 11.0875940 10.2055912 12.1484537 11.0804036 8.4673663 10.7362511 10.6073494 10.3607142 9.3041195 10.0731773 9.8505547 2.0432045 -0.9567955 NA 9.8673631 11.5437132 8.5997061 0.0432045 9.1464877 8.9470817 10.9720883 TCGA-GL-A9DE 74 0 NA 140 kidney stage i t1b nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 386.28.0 NA NA 2 3 4 2 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.4388540 10.0725638 6.6066480 -1.1877072 5.7664282 8.7248221 13.8496076 NA 1.1712068 10.4474970 5.2551759 7.3668214 10.4677630 7.7161143 11.7862883 9.2290298 10.1414624 9.1741759 -1.1877072 11.2037444 9.1959366 4.9251402 9.3906049 NA 3.7664255 NA NA 10.3499360 10.4004784 8.0601598 1.6196008 8.5853716 9.7070500 9.8607190 9.5629392 9.5100687 6.9049898 5.3971937 4.7429709 9.3367739 3.2045477 11.9104289 8.4379410 10.5927720 7.9102644 1.9821448 9.8129365 8.7880801 10.0380421 10.4864245 7.4195625 5.0976361 11.9227090 8.9298753 8.2920124 3.7664255 0.8122107 9.3811384 7.9311730 1.9821448 6.6514364 10.7767717 -1.1877072 11.0225992 2.9821631 0.3971458 9.7743908 11.7497900 10.8514940 6.1959361 15.8465906 8.3259597 10.9787092 4.2716647 10.2285020 6.7310950 2.5126820 2.9005481 10.6541896 10.3445882 8.9402267 10.2237433 7.6131323 9.7459228 9.3763818 6.5604246 13.5127803 11.0912624 NA 11.8451389 9.7390694 6.7780167 NA 2.5126820 12.2514138 8.5195914 9.8504653 8.2798376 7.9337656 10.8542336 8.6050224 13.4413896 NA 9.6979286 NA NA 9.3070878 2.8996977 8.6050224 10.6167667 10.5956398 8.0743272 8.9246718 7.8783213 11.5658167 9.5427024 10.7392694 12.9490632 1.1341552 10.0756364 10.0601598 10.2458177 9.2582817 10.8857044 NA 1.6196008 0.3971458 -1.1877072 6.3744744 13.6932028 11.0032915 13.7223596 9.7902276 10.9230418 2.5126820 7.2551759 4.7429709 10.6667111 10.5113709 11.9054253 6.7191232 11.1634476 10.7580419 -0.1877072 -1.1877072 1.6196008 -1.1877072 9.5477883 13.7372766 10.6541896 10.2925175 7.5837214 3.3972006 9.5754447 8.1872719 9.9120336 12.7376940 9.6632003 1.8122518 9.0409787 11.3898971 8.4379410 12.5812436 12.2447742 12.0259440 9.6308144 9.4158586 0.4491123 12.6138396 9.0119045 10.1409072 9.0577849 8.0906820 NA 7.6324115 10.2195000 2.4537809 10.6234865 11.7492382 8.5384505 10.7168669 8.6561535 10.2018636 10.3155611 9.8009169 7.6238961 3.7664255 4.3971937 9.9292260 NA 11.5072430 5.4121447 6.0020566 12.4874175 11.3045862 9.8695471 10.3362842 10.6074602 8.8983686 11.1280724 9.1883576 10.5178646 8.0625308 -0.1877072 9.8199603 2.8996977 1.8122518 5.8996953 4.1341634 11.1744501 1.1341552 7.2426844 5.6195861 3.8122312 NA -1.1877072 11.4908324 10.9752529 11.0707983 11.3761435 11.2826369 8.8359866 5.7990977 7.8428997 11.0953206 10.9395818 9.4000097 10.3596088 11.5978890 2.3972006 8.9428027 NA NA 9.9076293 8.3801883 9.0941622 7.7808993 9.8401382 11.2460785 10.2655029 4.6948746 10.0866104 12.3454403 9.3792376 -0.1877072 3.2045477 0.3971458 3.1341552 6.3200261 12.4018834 9.9492234 7.2216229 10.9482621 -1.1877072 8.9298753 9.2348962 10.4850995 9.6131321 6.6260142 11.1626190 9.9016827 10.5717044 9.3370873 2.6195773 8.5804165 9.0766748 3.3959950 7.1061640 10.8097646 0.00221930 0.00000000 -0.00289190 -0.00207840 -0.00166290 -0.00055444 -0.00512270 0.00374650 -0.00193990 -0.01125500 -0.00235530 -0.00235530 -0.00235530 -0.00159530 -0.00159530 0.00221930 0.00000000 -0.01106000 -0.01106000 -0.01106000 -0.01106000 0.00138680 -0.00761430 0.00430210 0.00430210 0.00166420 0.00583090 0.00583090 -0.00435220 -0.00013862 -0.00013862 0.00430210 0.00430210 0.00861350 -0.00249380 0.01838300 -0.00193990 -0.01125500 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.961980 12.111870 9.736302 15.503090 9.198095 NA 1.812252 10.076088 10.521083 NA 5.412145 8.767882 9.234297 14.974210 6.519591 7.359127 7.129645 3.941520 6.567119 8.267560 4.512669 10.285431 1.134155 10.386353 10.657146 10.048844 8.004525 3.941520 10.453381 6.106853 12.153744 5.719123 7.426942 8.281874 5.204552 10.323491 8.8079995 10.0707982 9.5494795 NA 8.9607089 9.4864246 9.1872716 10.2242728 3.2716647 9.5629392 9.3571968 7.6195869 4.3357976 9.9556155 3.1341552 13.5583266 11.1467849 9.1598537 13.4296997 13.0144273 6.2045496 9.3239849 9.1774611 6.9871583 9.6340062 10.4601403 2.7191177 1.6196008 12.5308721 4.0601598 10.5654490 -0.1877072 0.3971458 10.4269421 7.4952267 11.7002144 8.9376457 12.9490632 9.4934706 8.6979288 4.8828387 4.8122312 11.6482826 14.4816156 11.9054253 10.6530102 12.9519435 10.2742232 -1.1877072 11.5386633 9.9466586 10.7870053 8.1273820 8.4379410 7.5091994 9.7569444 12.7485941 8.8470313 11.2093614 NA 6.3971954 7.4121447 13.2502040 11.6946843 12.3987202 6.6702129 NA NA 9.8715768 12.6272152 10.9616015 6.4775689 10.9610266 10.6998336 12.3393427 10.1414624 11.2037444 4.1341634 10.1125848 9.4837733 3.1341552 9.4424994 11.6849456 3.2045477 7.6482828 12.4503231 10.2018636 10.8442780 9.6363955 1.6196008 14.5302299 6.9566352 6.6825972 8.6748388 6.9971072 8.9285761 9.6678794 10.6344047 9.1476227 6.4269423 12.7288582 8.8620809 9.4306177 11.2673026 10.3249727 10.3624981 11.1741760 -1.1877072 9.8681924 9.3050868 12.9209903 8.8023361 8.2899907 7.5837214 9.6450432 12.7089431 1.9821448 8.6292160 -0.1877072 10.2195000 11.1924227 10.4214110 12.4874175 11.7657012 8.9884055 10.5178646 10.6596812 10.4729814 6.3896615 9.4793438 9.3445882 -1.1877072 NA NA 9.6001348 11.8532907 9.1114404 0.3971458 8.9298753 9.2152442 10.7013559 TCGA-HE-7128 NA 0 NA NA kidney stage i t1 nx mx 5-12-2013 male NA NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 162.20.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1.352509e-06 2.427581e-07 10.3546143 10.3732720 9.5716986 5.6760727 13.1602243 8.9202367 14.0087061 NA 2.3014999 5.1267334 6.2121257 5.3390376 11.1941358 7.7058204 11.8200511 11.5232345 10.7461042 8.4433746 5.1954460 11.0253908 9.7190088 4.0911074 11.8937881 NA 4.1615008 -0.2307360 1.9391137 10.6267744 9.4211307 7.9490913 4.3237736 9.2006797 9.7783109 9.7866865 12.8781149 9.9422346 9.5668437 4.4416096 7.0499531 10.4868585 5.4556823 13.4456351 9.3466110 9.6012811 9.8005387 5.0171113 12.3373758 9.1090322 10.3447214 10.3252092 7.5765373 7.9980008 11.0367355 8.8566450 8.0099736 6.0545837 3.0171024 10.0087807 8.6456991 3.2286186 9.4247128 10.1748555 3.0911074 9.0672448 10.7153574 7.5373667 10.7981208 13.1230182 10.3980833 8.6639999 15.3325870 8.1657869 11.2687789 4.5240699 9.8285265 7.0028015 4.4130389 2.3553546 7.5765373 9.8019167 8.8285265 9.5933454 9.5797538 8.9725301 9.0741037 6.5957304 13.0410099 11.2976363 NA 11.5100170 10.0188112 8.2306618 NA 6.5635975 12.3576626 7.5797541 10.9973996 7.7804092 8.7291840 10.9299990 8.6548784 9.0739669 NA 10.3068859 0.7691793 NA 10.5081188 3.5240637 8.4076179 9.8579704 9.7811082 8.5106491 10.1657870 8.7219235 12.5739384 8.9328319 9.9608583 13.9797013 1.9391137 12.0675999 11.6256077 10.3314245 7.9931841 10.8433236 NA 0.3541136 1.5765221 -1.2307360 5.7915510 13.5372114 9.7705904 10.9828939 8.5973185 10.7094958 5.3237700 7.6548787 5.2449137 11.6378118 11.2383152 11.2561956 8.4765413 11.1620362 10.9453553 3.6760755 2.0911243 7.3390376 -0.2307360 9.7839001 13.8330406 9.7719971 10.0365540 10.5114916 7.0683903 9.2193624 6.8933040 9.4386519 10.4044469 7.0683903 5.2286148 9.5570847 10.0347972 9.4039932 11.6523982 11.2692771 11.3769748 10.5660329 8.4885708 7.5356113 11.7208311 9.0511121 9.3884851 8.6518252 7.3276029 -0.2307360 8.1806929 10.7309935 0.4872805 8.5265720 10.6197597 8.3728085 11.4860016 9.4988029 10.1496432 11.3989941 9.9061733 8.8293378 4.8352723 7.2408571 10.3588333 NA 9.7922434 8.3522651 7.3728085 11.9136811 11.2149730 8.4003590 10.6170226 9.1561225 9.0218475 10.7149917 8.6426261 11.0726775 9.2069342 4.3237736 10.2001573 5.5505406 2.8179506 7.8271737 3.6271632 10.6306568 1.0911243 9.9877454 5.4023231 5.4273950 -1.2307360 4.2286109 11.5278218 10.3695597 10.7124296 10.6337552 8.7204669 9.2985151 5.7703084 8.2058939 10.5269888 10.9682410 9.4229230 9.5619724 11.4282861 6.6395462 9.2499724 -1.2307360 -1.2307360 10.3073711 8.0956117 8.2829096 8.6020723 9.9534377 12.5375733 11.3259277 1.3541700 9.7262842 11.9777214 10.1859797 NA 4.2610343 3.3541418 3.7691793 8.2100513 15.1911155 8.7790108 8.9201986 11.0386011 NA 9.2408574 9.7379353 9.6858081 10.0039996 7.6146723 11.5017736 11.5386068 10.5757318 9.0312769 4.4416096 9.2017240 9.3141466 4.3366047 6.3701364 10.0803628 -0.00166290 0.00944910 0.35661000 0.27111000 0.35631000 -0.01037000 -0.01416200 0.34145000 -0.02109800 0.11814000 0.11814000 0.11814000 0.11814000 -0.00166290 -0.00166290 -0.00166290 0.00110930 0.35506000 0.35506000 0.35506000 0.35506000 0.00110930 0.27111000 -0.00470790 -0.00470790 -0.01037000 -0.00069303 -0.00069303 -0.01416200 -0.00968060 -0.00968060 0.00000000 0.00000000 -0.00401620 0.34258000 -0.00069303 -0.02109800 0.11814000 0.000 0.000 0.000 0.000 0.693 0.693 0.000 0.000 0.000 0.343 0.343 0.341 0.341 0.000 0.000 0.000 0.000 0.000 0.000 0.323 0.323 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.271 0.271 0.000 0.000 0.356 0.356 0.000 0.000 0.000 0.000 0.118 0.118 0.000 0.000 0.000 0.000 0.693 0.693 0.000 0.000 0.000 0.343 0.343 0.341 0.341 0.000 0.000 0.000 0.000 0.000 0.000 0.323 0.323 0.000 0.000 0.000 0.000 0.355 0.355 0.000 0.000 0.271 0.271 0.000 0.000 0.356 0.356 0.000 0.000 0.000 0.000 0.118 0.118 10.8583015 12.0410828 10.6984406 13.7244234 10.1625726 NA 0.3541136 9.2927440 10.3669228 0.7691793 7.0453064 6.2367873 8.6502961 16.2221392 7.9087337 9.7248320 6.7407252 7.9036083 8.2509815 8.1528866 12.7301796 9.8210708 3.8566471 9.4094270 10.4812792 10.7582218 6.2286129 11.8639197 11.0978571 8.7493217 11.9315625 4.7233783 7.3044572 8.0843317 8.2017240 10.4569952 9.665515 10.179633 9.095612 NA 11.814601 8.378361 9.121226 11.247952 3.856647 10.408975 9.151806 5.929052 4.998001 9.671557 5.178571 13.931023 9.935973 9.776910 13.094488 12.545718 7.934089 9.020665 9.736408 11.929211 10.271517 10.534054 5.469622 5.757866 12.960935 3.469626 9.028925 -0.230736 NA 10.329515 10.083765 13.727327 8.890716 13.979701 9.309310 9.350383 4.631139 11.591355 11.302755 12.974823 11.256196 13.342060 12.452615 11.007288 2.676064 10.663621 10.260534 11.487073 8.863260 9.403993 7.261035 9.570891 12.743059 11.541497 11.471138 5.627163 5.261034 8.367235 13.195132 11.005196 12.250477 8.420234 NA -1.230736 10.193348 12.514436 11.239584 6.582964 10.748607 11.5290703 12.4216911 10.7461042 11.0253908 6.9441076 10.9586979 11.5188421 5.7804098 10.2234814 10.3499118 5.4556823 9.6162395 12.8395497 9.1168035 11.4209066 10.5161163 0.7691793 14.7716016 7.3821242 7.3199286 7.2901940 9.7852940 9.1289318 9.5749261 8.9868611 8.9503346 10.8227687 10.9198815 9.8881233 9.9540576 10.4635400 10.1684600 11.3609383 11.0953307 4.2286109 10.7507494 3.8135760 12.4935639 9.4565579 7.2966593 10.5114916 9.5625578 12.5846655 7.9761964 9.8619392 1.5765221 10.7309935 11.0778056 10.7266470 11.9136811 11.0182956 9.3588334 11.0726775 10.1206736 10.4623293 9.6387760 9.2917638 9.5869653 1.5765221 1.0531113 NA 11.2449156 10.7005993 9.7929365 1.5765221 9.2408574 8.5089626 11.1700616 TCGA-HE-7129 NA 0 NA NA kidney stage i t2 nx m0 5-12-2013 male NA NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 162.20.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213791e-06 6.242351e-07 10.2789694 9.8423027 6.7581006 NA 13.3134165 8.5889616 13.5476965 0.7743338 0.8288753 2.2148708 4.2148631 7.3244893 11.3476690 8.0003606 11.6271562 12.2394943 10.2196028 9.0085964 3.9893025 11.4469702 6.9499306 4.7998282 8.9384811 2.5519097 4.1957570 0.7743338 NA 10.8989676 10.0816557 8.9334428 5.7351214 8.7629769 9.4657866 9.4527667 8.4036491 10.0072270 8.3699493 5.2798204 6.1861063 10.2357718 6.9006277 8.1739519 2.7742916 10.1742568 10.0800284 0.5518851 8.3826794 7.1039287 9.6446570 10.5784234 7.4904995 8.1000794 11.2209636 8.0920409 7.8465209 2.0543970 -1.0329790 9.6582447 8.8210265 5.7871164 3.2523400 10.0431617 0.5518851 9.8760804 10.1283843 7.4786904 11.0822997 12.9087186 9.9452903 9.0242524 15.9124441 8.3994792 9.8613762 4.9211316 10.0774207 8.2243254 -0.4481149 5.0407566 9.2354794 9.5119019 8.4865736 9.6503707 9.5215262 9.0767680 8.5537771 7.0003606 13.7744181 11.4672814 NA 11.8356635 9.8685774 8.0583728 -2.0332742 6.5593939 12.6761289 8.4617929 8.6304954 6.6811836 8.3473986 10.9438594 7.3441476 7.5318298 -0.4481149 8.4517605 -2.0332742 -2.0332742 10.0444208 1.7742916 7.7934856 10.5212864 9.1437340 8.8556805 10.8344092 9.3441479 11.2113413 9.5162407 10.2080268 15.4640329 NA 10.9100877 11.6795718 10.8347953 9.1659963 10.9395583 -0.4481149 1.2888901 2.1368476 0.2888901 7.0437535 12.6668351 8.7982446 10.4605427 9.2302066 11.3402104 0.9669472 8.3266870 4.0962197 11.9071592 10.4667833 11.7090078 4.2707158 6.3244902 10.4342882 7.6621656 4.9327226 7.7084045 1.4263721 9.8426868 12.7167544 10.2704328 12.2984842 10.0490864 6.9527797 9.5386901 7.1666100 10.7188266 11.2318197 9.2984143 4.8617569 9.5774687 10.9076181 9.0383997 12.7565729 11.5612620 11.5327535 10.0245908 8.0636523 7.9837176 12.3175313 9.1084061 10.0682566 9.1769999 6.8587208 NA 8.5002671 10.5804967 0.3343394 8.8843693 10.8063381 8.8533960 10.7930886 9.8587211 10.4276492 11.1795858 10.2849152 9.0945900 2.7742916 8.6384786 10.2612709 -1.0329790 10.3947740 7.2360640 7.7887112 11.5149163 11.1499524 9.4109168 10.4990498 9.2781181 9.2190114 11.0934063 8.9291104 11.3452322 9.5547149 4.5215282 10.7468619 2.5519097 NA 5.1763906 2.7218320 10.5887604 -0.4481149 6.3805650 5.6984602 3.2523400 NA -1.0329790 12.0002744 9.8330572 11.0075696 11.1465355 7.6931559 9.9189214 7.4932214 9.3101231 10.6843996 10.9176755 9.1684487 9.7601343 11.1335712 7.2313796 8.5659204 0.5518851 NA 10.6336052 7.8617550 8.8902649 7.6639046 9.8194669 11.8017047 9.6725698 1.1368476 10.9460052 13.9663209 10.6712734 NA 0.2888901 NA -2.0332742 7.9138438 14.6356562 9.1449796 8.8723243 12.0226435 -1.0329790 9.8617552 8.9427925 10.0044844 9.8202469 7.3635426 11.7837211 10.1334143 10.5041558 9.8764556 3.4587888 9.8670495 9.5990237 5.8215572 6.4653885 10.8846824 -0.0081624 0.0023271 0.9065300 -0.0098185 1.5676000 0.0072217 -0.0120240 0.8840600 1.1661000 0.1390900 0.1390900 0.1390900 0.1390900 -0.0081624 -0.0081624 -0.0081624 0.0023271 0.9039200 0.8801400 0.9065300 0.9065300 -0.0111980 -1.0029000 -0.0154660 -0.0154660 0.0072217 0.0121590 0.0058476 -0.0120240 0.0000000 0.0000000 0.0209030 0.0209030 -0.0045695 0.9049200 0.0072217 -0.0438730 0.1390900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.905 0.905 0.884 0.884 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.907 0.907 0.000 0.000 0.000 0.000 0.000 0.000 1.568 1.568 0.000 0.000 0.000 0.000 0.139 0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.905 0.905 0.884 0.884 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.907 0.907 0.000 0.000 0.000 0.000 0.000 0.000 1.568 1.568 0.000 0.000 0.000 0.000 0.139 0.139 12.250894 12.735484 10.782921 13.703630 9.503670 NA 3.176387 9.676021 10.639617 -2.033274 7.807716 7.183683 8.983049 12.105369 3.426372 5.653438 7.008597 8.016786 5.146847 8.677744 12.219677 9.730565 -1.032979 9.398957 10.768959 10.007912 2.359268 5.767838 10.483868 9.243643 12.206304 3.966938 6.924039 8.545310 10.182167 10.228738 9.2939286 10.0721912 9.3672833 -2.0332742 10.3963442 9.3123425 9.9098184 11.3809619 4.4098797 10.6562802 9.3688836 6.9327215 2.4263721 9.5866989 4.6251477 13.6738650 10.2667178 9.8484338 13.1327473 12.2370867 7.8249187 9.7839210 10.2062376 5.7934850 10.5024558 10.2712888 1.1368476 4.4587888 13.4779487 4.0962197 9.0623344 0.5518851 -0.4481149 9.8446050 9.4273933 12.4778869 9.2764138 15.4640329 9.3614001 10.1702854 5.9317989 10.5584597 9.8295748 13.5626902 11.7090078 12.5909332 11.8688413 10.5486088 0.7743338 10.6770980 9.3763284 10.6558433 8.9225874 9.0383997 7.5631269 9.9456478 13.0790510 7.3678166 11.6672676 4.4426715 7.1443564 8.1230205 12.6666524 11.4815282 12.2354794 8.0610152 -0.0331266 NA 8.9886114 12.4721287 11.5895612 7.0357152 10.9194967 11.6707329 12.7391488 10.2196028 11.4469702 3.1368640 11.4100104 7.6604245 2.6673699 10.0520778 11.6660760 6.9006277 10.0563879 12.8199501 9.5949271 11.1535159 10.1283843 1.7742916 15.1429547 6.1346563 7.2243249 7.4551595 6.2243259 9.3283329 9.9046790 9.1762811 9.2351636 5.6811822 9.6211259 9.4109168 10.5253581 10.6760212 9.9178578 12.3196705 11.6327174 3.7998230 10.2707181 -0.0331266 12.9352860 9.5908189 7.7268258 10.0490864 9.3398079 12.3907755 0.5518851 9.5807268 0.5518851 10.5804967 11.4312278 10.7950739 11.5149163 10.9229505 9.7787134 11.3452322 10.7564710 10.6320112 8.2786855 9.8943450 10.5832565 -1.0329790 -2.0332742 3.4263721 7.6639046 10.1085592 9.8346022 2.0543970 9.8617552 8.7474770 11.3388501 TCGA-HE-7130 NA 0 NA NA kidney stage iii t3 nx m0 5-12-2013 female NA NA NA NA kidney papillary renal cell carcinoma yes NA NA NA NA 162.20.0 NA NA 3 1 1 2 1 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 2 0 0 0 0 0 0 0 0 5.999593e-06 1.491228e-06 10.23787522 11.80953531 4.79222026 NA 8.23967967 9.93543603 6.98814045 NA 1.24043646 0.01092303 9.84137627 7.91775158 12.29119681 8.63656988 12.62188580 5.27764634 9.85791834 7.76908407 4.79222026 10.86261001 9.42131231 6.66907213 9.97944863 0.01092303 -0.98907697 -0.98907697 NA 9.80446422 9.72252801 10.51766447 6.64748577 8.04977995 9.97086286 10.55679073 9.17576784 10.50971019 8.89503142 8.53833795 2.18078439 11.04977995 -0.98907697 10.00096490 4.18078439 9.30087989 9.56928164 1.01085143 8.65110588 9.04840786 11.04221757 10.68195975 8.51667274 10.43555213 10.68934232 8.79549586 7.17073228 8.11414888 4.79222026 10.63976215 8.73196012 -0.98907697 4.05525640 10.59582354 7.37718363 9.77241224 7.57691511 8.19325528 10.64838697 9.18078588 10.39348506 13.02871333 16.17347851 6.77904561 8.07155675 4.98813931 10.89884313 6.61077387 4.81821658 4.08468510 14.61355986 8.66907249 8.07155675 10.73793058 10.71778865 8.46413157 5.85635082 7.52656105 13.54534626 10.32431097 NA 12.27133953 10.18423206 9.58828982 NA 3.09831849 9.88276622 8.10625827 10.47131693 10.43555213 7.35958881 12.72048335 10.56256928 7.84064702 2.33279385 9.46207216 3.09831849 1.81819613 10.73238742 4.53442273 9.32827370 11.22274927 8.68151708 9.42025185 10.98849866 8.86261008 11.96022082 10.15296800 10.26352637 9.99883551 1.33279385 12.51616022 12.24013046 9.24926566 6.72510718 11.67597480 7.10361828 0.59579007 -0.98907697 0.01092303 NA 13.13247545 2.59581394 2.01085143 8.63656988 9.95995819 2.01085143 6.51865630 9.00379926 12.01736239 10.25165235 11.89622753 9.56353016 8.31235705 11.66661530 0.59579007 3.71129666 0.59579007 1.01085143 10.07223218 15.74656244 8.92972414 1.01085143 11.49442486 6.74557080 10.31064141 7.98814102 10.04117644 3.81821658 6.80527698 4.71130217 9.57599165 10.75148506 9.83024185 8.81337750 11.99990064 11.27588995 6.19077089 9.22396524 3.53065759 12.05968840 9.54904995 6.16060763 9.01788823 7.09300972 0.59579007 8.73878135 10.36400778 3.67192738 7.51301614 10.03114648 8.61448717 11.54953494 8.71649334 10.06952925 10.94970548 11.02766926 8.56742452 4.40317909 8.81176097 10.68637700 -0.98907697 12.45820255 8.18828074 9.07560376 13.01780063 10.76658315 7.95337525 10.93752765 8.23002957 8.87039585 11.01531671 8.53246152 11.62188580 7.44548918 2.18078439 11.56880329 11.27148655 4.50271249 2.33279385 1.59583780 10.64385619 2.47030258 7.40746578 6.75569545 5.86884230 5.61077387 -0.98907697 12.47246833 10.80446430 11.62901704 11.56353011 9.28349077 9.46308169 6.28129580 9.78400021 12.03079916 9.03184095 9.89044426 10.57405722 8.74895325 NA 9.03184095 NA NA 10.85203217 9.21175959 9.00521442 9.83024185 9.49064132 10.23667091 13.37677329 4.43712784 12.17325232 10.66280961 9.85713487 -0.98907697 2.81821658 0.01092303 NA 7.41600282 15.11775104 6.94749902 9.69823671 12.46965207 -0.98907697 10.22274927 9.15039949 9.94455161 8.72510650 8.39240415 11.69692372 9.16947058 9.83103990 8.76071363 5.73878135 8.13756551 9.95776721 2.01085143 7.05010876 10.16377960 0.140130 -0.206720 0.778490 -0.329900 0.530110 0.090720 1.411700 0.000000 -0.056173 0.232720 -0.176770 -0.176770 -0.191740 1.264400 0.561700 0.140130 -0.884230 0.201980 0.164270 0.222990 0.222990 -0.343080 1.536200 -0.765520 -0.778120 0.087969 -0.780490 -1.292900 -0.341480 -0.331210 -0.342740 0.581580 0.581580 0.561700 -0.337450 -0.674530 -0.056173 0.232720 1.412 -0.341 -0.758 -0.331 0.121 0.121 0.597 0.562 -0.323 -0.337 -0.337 -0.813 0.000 -0.321 -0.675 0.000 0.000 0.496 0.496 0.113 0.491 -0.169 0.000 -0.176 -0.295 0.223 0.223 -0.719 -0.719 1.541 1.247 -0.766 -0.766 0.146 0.530 0.000 0.000 -0.738 -0.738 -0.177 -0.177 1.412 -0.341 -0.758 -0.331 0.121 0.121 0.597 0.562 -0.323 -0.337 -0.337 -0.813 0.000 -0.321 -0.675 0.000 0.000 0.496 0.496 0.113 0.491 -0.169 0.000 -0.176 -0.295 0.223 0.223 -0.719 -0.719 1.541 1.247 -0.766 -0.766 0.146 0.530 0.000 0.000 -0.738 -0.738 -0.177 -0.177 12.4500426 11.4402677 8.7078284 7.9237506 10.1369201 NA 6.3146422 10.2372732 9.4632875 0.5957901 8.5363817 8.1932553 8.8579182 8.9371569 6.4946764 6.0442848 5.6973624 6.3146422 6.2203145 8.3031825 4.0983269 9.8942680 2.3327938 10.6000440 9.7008589 10.8032446 10.9838408 3.7112967 9.8657294 4.9881393 12.4879767 2.1807844 6.2492652 6.9056782 NA 11.3026073 10.00167405 11.06749870 8.31464170 NA 12.47731988 10.51269820 9.38698636 11.53123411 6.80527698 10.79344977 9.60425206 7.89960405 6.12980229 10.26056711 5.75232846 14.15627575 9.93270197 10.28989117 13.10444362 12.56304975 9.01367608 10.09034575 10.30260728 5.66907213 10.85163888 12.63656984 12.35432433 5.35070939 13.89665268 5.66907213 4.40317909 6.01086038 7.59206155 13.78389715 10.24986270 13.43850121 9.28115621 9.99883551 10.54710824 9.15679325 5.73523783 15.09989761 10.48760723 13.68593591 11.89622753 11.68483250 12.10576341 11.22548366 NA 10.16631174 12.26677474 11.33588527 9.60611850 9.83024185 7.53442273 11.21695958 12.82414117 8.87504710 12.20700050 4.62556858 8.64203797 7.69385560 13.79017509 10.80568294 12.96605680 9.04152802 7.17576809 0.01092303 14.78922051 13.56437030 12.80922850 6.75232846 11.44887308 11.8534078 12.8116598 9.8579183 10.8626100 8.4117406 6.8812253 6.7043477 4.1807844 10.1574297 14.5368405 -0.9890770 5.3146422 13.4630939 8.1631460 11.8883369 11.9035935 2.0108514 12.6998762 7.9485582 8.6310810 6.3534697 7.4987008 10.0518356 10.8927397 8.7370793 8.7773898 3.8688448 8.0823231 8.7455705 7.8246425 10.9143663 9.9378981 5.5807153 10.9697762 5.9766455 11.6828443 -0.9890770 13.8761114 9.4170660 4.0552564 11.4944249 9.6484187 11.6587691 6.3684122 10.7242475 2.4703026 10.3640078 11.3454136 10.8306409 13.0178006 9.7506417 9.2154320 11.6218858 11.4522490 10.1918703 6.1504114 10.2945282 11.0508082 -0.9890770 3.2373649 3.3327938 8.5977006 10.2822540 10.4697802 0.5957901 10.2227493 6.2776482 10.5373602 TCGA-HE-A5NF 58 0 NA 2072 kidney stage i t1a nx NA 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA NA NA 281.43.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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5.5066622 6.4225980 5.8662033 10.3786545 7.4153666 12.3538080 11.5298672 9.9348246 8.5957252 6.7560212 11.3203222 9.8780894 5.3023044 12.5574347 2.1006750 5.2050054 -0.2212868 1.7787553 10.9373512 9.9093121 7.3934514 5.2050054 8.5100607 8.8528831 9.2340687 11.9408182 10.4739698 8.6210918 5.1710587 8.3447957 10.0183401 5.2381716 12.5302856 8.6273646 9.1230376 9.0242942 5.5601005 11.5277729 8.3599423 10.5100606 10.5377975 7.3101229 8.2463473 11.2096070 9.3829983 7.8820292 6.0266695 2.3637038 9.7109564 8.2665818 3.6856375 8.1537810 10.9480403 3.7787448 9.8135406 8.3062185 2.7787342 9.8741385 12.7254651 11.0302240 7.8231360 15.8966687 7.9586507 10.2875268 3.2381754 9.5989205 6.9080251 4.5336319 3.8161286 8.7271087 10.2453280 8.7271087 9.5202085 9.5568187 9.9221248 9.1318883 5.9284888 13.6789480 10.9586507 1.3637318 11.2222032 10.1213719 7.2865365 NA 8.6765869 12.5419539 7.8394375 10.0595124 7.9833129 9.7256478 10.6367226 8.0687605 10.3343373 NA 9.5925228 -0.2212868 NA 9.6674849 2.5860922 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7.5925228 9.5235755 9.6620570 12.4185345 4.4791788 10.0171464 2.1006750 9.9348246 10.8774317 10.1329910 11.8049192 11.4414099 8.0455282 10.5820655 10.1395887 9.9080246 8.4617360 9.5485794 9.4297934 -0.2212868 0.7787132 NA 8.8555572 11.3449288 8.8608905 -0.2212868 9.1881326 8.0870804 11.2785874 TCGA-HE-A5NH 62 0 NA 408 kidney stage i t1a nx NA 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA NA NA 281.43.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.2516282 9.4836487 10.2116294 1.2516282 9.9392948 7.4868439 9.9038749 10.5401091 7.4995549 7.1342702 11.1049370 8.6581868 7.6666650 -0.3333343 3.2516282 9.8125972 8.2813746 4.9520679 5.4215532 10.3566630 2.9885938 10.1931642 9.6018300 4.6666657 10.1012933 13.6225873 10.0297047 7.6033029 15.5182677 8.6033029 10.5408780 4.2516282 10.5862732 7.9566840 1.9885938 2.8365907 9.6091795 10.0098507 8.6295610 9.6553497 10.0514488 8.6918046 8.5765580 6.2960223 12.6652554 11.4435092 0.6666657 11.6962973 9.4895704 7.3461449 NA 7.5914775 12.7674916 8.2478658 9.4529347 7.6890328 9.6722896 10.9287598 8.5855282 8.6484320 -0.3333343 8.7083242 NA NA 9.9038749 2.6666657 8.9658732 9.9601366 9.4265533 9.0482078 10.0611277 9.0845174 11.1123679 9.2038834 10.1892465 14.5011854 -0.3333343 10.4873625 11.0054014 10.6468046 8.8138700 10.5500720 NA 4.4215532 NA NA 6.9050692 12.6060606 10.6150322 10.3557895 9.1625200 10.1383402 3.4740206 8.3601518 3.7541286 11.3679715 10.9363761 11.7443219 6.1423991 7.4868439 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10.6460902 0.6666657 10.5416464 10.4056016 10.8036561 8.7381274 8.4013745 8.1178763 9.9806817 12.9224313 8.5401090 11.3809105 5.5735563 6.7541272 8.6918046 12.8259388 10.9624339 12.1672580 8.4013745 NA -0.3333343 8.1464455 12.4515043 11.0792084 7.5184140 10.9744350 11.6194063 12.7217779 10.4707960 10.8718473 4.8365907 10.5788059 9.1444232 5.0242177 9.6806855 12.5999868 4.2516282 9.3791921 12.1033739 9.3688377 10.9543774 10.0471261 1.2516282 14.6771057 6.8683966 7.0329868 7.6423413 6.9050692 9.1784176 9.9193304 9.3843415 8.7804072 5.2813756 10.1853181 9.8303148 9.4545677 10.7131070 9.6410796 10.9772778 11.7124247 3.5735563 10.4072890 2.8365907 12.6180390 8.9427895 7.8164122 9.4772367 9.8363521 12.5709233 NA 8.9658732 0.6666657 10.4635158 10.7048982 10.4537513 11.8996854 10.5974023 9.1999947 10.5682862 10.6018300 10.7037795 8.9543775 9.8049369 10.2450377 NA 1.8619951 NA 8.5974023 10.5715780 9.6047743 0.6666657 9.2516275 7.9612859 11.0280606 TCGA-HE-A5NI 73 0 NA 360 kidney stage i t1a nx m0 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 50 1961 NA NA 281.43.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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3.4803556 5.9300513 10.0817569 9.7206718 8.1357093 9.8863499 9.1213253 8.8414241 9.1724498 4.4803556 13.2058941 10.5699404 0.1584663 10.5741712 9.4862739 6.9133167 NA 7.2669542 12.4446983 8.6780656 8.6219537 7.2877124 8.3383384 10.5752268 7.5071572 9.5315772 NA 9.2773704 NA 1.7433857 10.3346025 2.7433857 7.4982796 10.5992985 10.2014567 8.3183006 11.3043615 8.9944796 11.1317608 9.6582752 10.3383385 12.8636297 NA 11.4386955 11.2345769 10.7149354 11.7666842 9.8829432 0.1584663 NA 0.1584663 1.1584017 5.6819917 13.1712285 11.4519010 13.3591747 10.9249583 12.0202917 4.1584259 8.9786084 5.1126251 10.5982602 12.2757478 11.4848588 7.0653203 8.6975883 10.6672146 2.9657843 1.1584017 8.0532471 1.7433857 10.7602002 13.1091675 10.7043591 11.7804812 9.2590917 6.3482537 10.1024093 8.1471138 11.0677225 12.1324854 8.6178608 5.4063564 9.6683824 10.6290883 7.3968342 10.4576374 11.2682600 11.7923328 8.5846942 9.5247515 5.4063564 12.9481668 8.0349464 10.1877165 8.6582754 9.0592961 NA 7.2352445 10.0054867 0.1584663 8.5749734 10.7592715 8.6622550 10.4837348 9.2458923 9.8571341 10.7263854 9.9544690 9.3924084 1.7433857 8.9299188 9.5485983 2.7433857 9.3157763 7.5593090 4.8022863 11.3739624 11.6142703 8.6975883 10.4039821 10.6829711 8.9266136 11.2238455 8.7471440 10.8202074 6.1126251 4.1584259 10.4871043 6.1584299 2.1584340 7.7950539 1.1584017 9.6321351 3.1584340 7.6741294 6.4252159 4.1584259 NA 2.1584340 11.3214500 10.3581017 10.5635709 11.6795390 7.9976334 8.8965216 6.9270111 7.2669542 10.8361490 9.9116460 7.8726749 9.2773704 10.5093686 5.1584299 10.2773704 NA NA 9.9032632 7.3872479 8.5421338 8.4530500 10.8022856 10.5432131 11.0109589 2.1584340 9.3183008 12.2505258 9.9528452 NA 3.4803556 NA 0.1584663 6.2245188 14.1156221 11.0645684 6.6013726 10.4938197 NA 8.4298925 8.1022923 9.9865658 9.3030875 7.2352445 10.9825926 9.8998963 9.7546191 9.6975881 4.5507468 9.4599256 9.7358582 4.9133155 8.7620558 12.3522627 -0.00526100 0.75949000 0.80850000 -0.00926660 1.62960000 -0.01050800 -0.01061100 0.79878000 -0.06587700 0.23913000 0.27159000 0.27159000 0.18091000 -0.00526100 -0.00526100 -0.00526100 0.75949000 0.80850000 0.80850000 0.80850000 0.80850000 0.00000000 0.00138680 -0.00678130 -0.00678130 -0.01050800 0.00055459 0.00055459 -0.00857660 -0.00981850 -0.00981850 -0.00899060 -0.00736460 -0.00885260 0.80986000 0.00513590 -0.06587700 0.23913000 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.810 0.810 0.799 0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.759 0.759 0.809 0.809 0.000 0.000 0.000 0.000 0.000 0.000 1.630 1.630 0.000 0.000 0.000 0.000 0.272 0.272 0.000 0.000 0.000 0.000 0.787 0.787 0.000 0.000 0.000 0.810 0.810 0.799 0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.812 0.812 0.000 0.000 0.759 0.759 0.809 0.809 0.000 0.000 0.000 0.000 0.000 0.000 1.630 1.630 0.000 0.000 0.000 0.000 0.272 0.272 10.295420 11.632642 10.925786 13.341755 9.413458 3.328348 3.480356 10.349489 10.793458 NA 7.348254 7.634163 9.080270 14.997633 6.844930 6.886350 5.443832 7.851916 7.256462 7.750886 11.402793 10.614784 1.158402 9.691759 9.269565 9.767608 5.913318 12.238914 10.296701 6.308177 12.283836 5.065318 7.406357 8.984978 7.626035 9.353186 9.1357093 9.8829432 9.6582752 NA 10.7508864 8.2669538 9.1213253 10.1959764 2.9657843 9.7804812 9.6721569 8.2564616 5.2028252 8.5247517 6.1584299 12.1686078 11.0387781 9.5334687 13.1449825 12.4676215 5.8022863 7.0287946 8.9365066 9.0832418 10.2419087 10.4564919 4.1584259 4.1584259 13.0664466 5.3678812 11.2028235 2.7433857 0.1584663 10.3666637 7.4982796 12.4493122 10.5367242 12.8636297 9.1973484 7.3081761 7.0905846 11.1520754 9.7859632 13.0007797 11.4848588 11.1731473 11.6447616 10.0117390 4.0653224 11.3445436 9.2538265 11.1328439 8.6542844 7.3968342 7.7206718 9.4415177 12.1367823 8.6622550 10.5027253 6.2028232 7.8237653 8.6422452 12.6118672 10.6810109 13.1768034 10.3107142 1.1584017 NA 9.1328439 12.1703554 10.3626581 6.1584299 10.1682579 11.7606643 11.7606643 10.4541983 11.7689929 6.2877124 10.8440542 8.5378078 5.6502820 9.2082780 10.6741292 6.6819917 7.9066225 12.0694093 9.5846940 10.2164210 9.8965216 1.1584017 14.4379674 7.5654418 6.8308549 7.7439175 7.7804814 6.8308549 8.9397890 8.6178608 8.2928558 5.8022863 11.0418363 9.6482774 7.4893462 11.4205242 10.3763871 11.2069162 11.5555691 3.7433965 10.4982794 0.1584663 12.7230338 6.3872488 6.2028232 9.2590917 9.7962859 12.0195163 2.4803685 9.8202075 4.1584259 10.0054867 10.9116461 10.0965387 11.3739624 10.2760725 8.5678204 10.8202074 11.3056343 10.1357093 8.2245183 9.9960574 10.3568744 2.4803685 NA NA 8.9365066 12.1196258 7.3482537 0.1584663 8.4298925 7.3183006 10.9569012 TCGA-HE-A5NJ 58 0 NA 1726 kidney NA t1b nx m0 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 7 NA NA NA 281.43.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.1701724 9.0105267 11.5514192 11.0197160 10.6115320 8.7373163 4.7205083 11.4774811 6.9778958 7.0424364 10.6016907 NA 4.5278648 NA 1.3054453 10.8753260 10.3101590 9.5644290 5.1467733 9.0998864 9.6834040 10.1665573 8.2557835 10.0379206 8.5278628 6.6630229 6.6977877 9.8651661 6.4209472 7.2362075 2.0424342 9.0758591 9.8600593 -0.2794589 9.3241342 7.7757907 10.0105267 10.0890144 7.7148616 8.6333971 10.8471091 8.3679664 7.8651660 6.8497904 2.3054745 9.9577179 8.6363872 3.8904370 4.6747036 9.5675652 2.8904272 10.9725819 8.7091927 10.4192125 9.4209476 13.1961147 9.9966324 10.3955829 14.9776747 8.8677127 10.1436238 5.2123592 10.8885532 8.5084104 5.3352188 5.0885784 9.7261325 9.6949225 7.8954335 9.7345284 9.9287422 8.1341357 8.6805097 5.7205083 12.7015400 10.8086336 NA 11.0012787 9.0904761 7.7649021 NA 4.3643623 11.9007279 9.0514249 8.7919703 6.8702550 9.0035963 11.0620267 7.1881131 6.2284609 3.7205083 7.7261323 2.8904272 NA 10.5438751 4.6747036 8.3858439 10.2002882 10.3991081 8.9029023 10.9281324 9.7676318 11.7675739 9.9053832 9.6600872 15.3887558 2.7204974 11.8611396 11.7473771 10.7771456 9.7946493 10.4398967 NA -0.2794589 2.0424342 NA 7.6512455 13.2773731 7.7703567 6.0242886 8.9849504 10.1052916 2.3054745 8.5565582 5.4209472 11.5128915 11.2606360 11.5711479 6.3204215 3.8904370 10.3562260 3.6273967 7.1634514 8.0105270 1.3054453 9.6318999 12.8929354 10.8145856 11.9699177 9.0802574 6.4753946 10.1235199 7.1128252 11.3579796 7.7703567 9.8574990 5.6273996 10.1594764 9.6527227 7.9053834 12.4936471 11.3273757 11.2002882 8.9778958 8.9966322 7.4275215 11.8788020 8.5278628 9.3571326 9.8638911 7.5278625 -0.2794589 8.9896346 10.4745603 2.5278711 8.8040671 9.7879422 8.9636819 10.3571326 9.7703565 10.1881134 11.0265696 10.3715596 9.4327254 2.0424342 9.7730759 9.9861229 -0.2794589 9.6333972 8.7649021 5.8290326 11.7226197 11.1701724 8.8472124 9.7373161 9.5706948 9.2460287 11.1543228 8.5815949 10.6423489 7.6571455 3.0424342 10.7710368 4.1128252 3.6273967 3.9684318 2.5278711 10.3544113 1.7204974 8.6776101 6.8656764 4.7649034 NA NA 11.8600592 10.4712149 10.7926405 11.4509780 7.3643641 9.2789287 7.0021129 10.0379206 10.6326487 10.4407522 8.3822860 9.9861229 11.4598666 6.0424364 9.6963559 1.7204974 0.7205411 10.0736548 7.2518895 8.6482860 8.9731733 10.6333972 10.1224540 10.6985033 0.7205411 11.1047521 11.9487253 10.2233398 -0.2794589 0.7205411 NA 1.7204974 6.9103321 13.6933980 10.7926405 7.5084104 11.4209476 1.3054453 9.2789287 8.4122167 9.7442622 9.3204208 7.8702550 11.7784996 9.8549343 10.0424360 10.1341358 5.1128252 10.6130507 9.7006474 5.6747036 8.8159049 11.3516850 -0.00609040 0.00597000 -0.01560400 0.00124810 1.96160000 0.00097064 -0.02705100 0.91618000 2.60280000 0.09455900 0.13258000 0.13258000 0.13258000 -0.01313100 -0.01313100 -0.00609040 0.00597000 0.00541390 -0.00510720 -0.00510720 0.01000600 0.00221930 0.00124810 0.00000000 0.00000000 0.00097064 -0.00193990 -0.00193990 -0.00761010 -0.00249380 -0.00249380 -0.00097017 -0.00097017 -0.01230000 0.06494000 0.08941600 -0.09379900 0.09455900 0.000 0.000 0.000 0.000 0.933 0.933 0.000 0.000 0.000 0.848 0.000 0.894 0.894 0.851 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.973 0.973 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.000 0.000 0.933 0.933 0.000 0.000 0.000 0.848 0.000 0.894 0.894 0.851 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.973 0.973 0.000 0.000 0.000 0.000 0.133 0.133 12.076960 12.669787 10.471215 12.233495 9.674704 NA 3.807973 10.171719 10.656734 NA 8.010527 7.802657 9.311095 9.693488 4.420947 3.968432 6.378720 7.060358 4.764903 8.163451 11.161377 9.979074 1.720497 9.576933 9.616840 9.986123 4.929961 5.527862 9.427867 7.342560 12.063683 6.129899 6.674704 8.468701 8.609251 10.023147 9.7063498 9.9177246 9.5954893 NA 10.8778548 8.8394488 8.4070085 10.9708064 5.7649008 10.9654663 9.3166976 7.6862925 1.7204974 9.2401442 4.3643623 12.5757657 10.2894141 9.5278628 13.6980562 12.8126043 7.8497910 10.4166061 9.6600872 5.2750965 10.8916847 9.6453203 3.3054745 6.3643641 13.5372916 5.8079705 9.3840660 2.0424342 -0.2794589 9.0424359 7.8954335 12.7796833 10.4509780 15.3887558 8.9177247 8.8778550 6.9728891 11.5406869 10.3553189 12.4862084 11.5711479 12.2178608 11.9669516 10.2043237 2.8904272 10.4928225 10.5310795 9.7959870 9.3017086 7.9053834 7.9348273 9.9115671 12.8557362 7.0868305 11.1399415 7.4753954 8.3535033 8.6659516 13.0100038 10.7764682 12.7139771 8.1425727 -0.2794589 NA 9.2596668 12.1878587 11.5834900 7.2203541 10.5916430 11.688455 12.433250 10.611532 11.477481 3.890437 11.611532 9.008220 4.527865 9.872793 12.605684 6.420947 8.849791 12.449895 8.624390 10.336138 10.103132 2.305474 14.519182 7.835031 7.657145 7.465140 6.686292 8.671793 9.470377 8.572257 8.572257 2.720497 7.251889 9.535891 9.723323 11.085737 10.364364 11.160858 11.832947 4.042434 9.294155 4.720508 13.286809 8.438184 6.024289 9.080257 9.951693 12.578100 NA 8.099886 3.305474 10.474560 10.643092 10.877855 11.722620 10.191167 9.125649 10.642349 10.964277 10.649071 8.534289 9.807971 11.234729 NA NA 4.674704 8.121387 10.885189 8.831644 2.305474 9.278929 7.420948 10.657882 TCGA-HE-A5NK 82 0 NA 2228 kidney NA t1b nx m0 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 35 NA NA NA 281.43.0 NA NA 1 2 4 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.94900856 9.37455374 5.50078294 12.62281183 9.06772717 10.29934037 10.50843598 7.58281790 8.44603948 10.15218228 8.63619138 7.82883655 0.94620683 3.26811995 9.27934895 7.48535276 4.53115685 9.21063604 10.15929780 3.11611519 9.16051259 9.29270722 5.67411316 7.67411386 8.27711022 11.40971795 8.86505676 15.18590395 7.50078214 9.81809880 4.85308245 10.53490824 7.21297976 4.40562483 3.11611519 5.94619279 8.87988432 9.08574491 9.94337298 9.52739412 8.60082948 8.80728053 5.59005104 13.11674459 10.79089932 NA 11.12548063 9.69847392 7.75354838 -0.05379317 7.90038986 11.76277725 8.38082164 10.14463862 7.10606455 10.57007503 10.37769120 7.85308432 7.98368567 0.94620683 9.03630606 2.26813492 NA 9.83341416 0.94620683 8.49308808 9.94478394 10.30923316 7.56824573 11.14095039 9.34065617 11.60513246 9.96856139 10.08061983 12.46164701 5.33850999 10.44631837 10.04027122 10.32340407 7.68090309 9.30374559 NA NA 2.26813492 -0.05379317 6.17501154 14.02041866 8.03365646 11.10669530 10.46386294 11.24540160 4.85308245 7.04422580 6.24997431 10.47367054 12.40536899 11.65996241 8.19412104 10.14954162 11.05210209 5.07547701 0.94620683 5.70108047 NA 9.92918709 14.30758909 9.33851088 9.43202277 8.99876163 8.84706048 9.63793713 7.95181798 9.80230778 3.11611519 8.72098055 5.92347249 9.97953395 9.67070741 7.43000922 11.10290872 11.50986653 11.07354312 9.84403894 9.92918709 6.28586455 13.17786475 9.26586559 7.96856139 9.60440497 7.72755361 3.26811995 7.89456072 10.21882330 0.94620683 7.07815294 10.87397149 7.67411386 10.54703564 9.42395186 9.33421093 12.12267841 10.60618949 8.76984743 5.40562483 9.06513470 9.97409949 -0.05379317 10.11110045 7.78539754 5.70108047 12.11141463 11.00418528 10.46779403 11.28437283 9.75515765 7.46189357 11.28270013 9.29048937 10.25453263 7.81655811 3.26811995 10.34493721 -0.05379317 2.75354036 7.05471826 1.94620683 10.24768973 NA 9.60261833 7.44603948 4.85308245 NA 1.53116933 11.69354737 10.48049648 9.79638036 11.25850933 7.54610655 7.35558455 6.73226649 7.95742073 10.65872053 10.10101167 9.14831743 9.45992111 11.67793687 7.99058790 9.16293935 NA NA 9.98236718 7.74060920 9.89163745 8.12111904 10.59004973 13.29173740 12.04455467 -0.05379317 9.93913194 12.73246319 10.14709220 NA 7.40562483 2.53114437 NA 5.43804661 14.03033757 9.10101154 5.75354838 11.36510027 NA 8.40562526 8.72486204 11.14279568 8.88870794 6.24997431 11.43252582 9.28158397 10.95532232 9.77274212 5.77908371 9.42395186 8.92060802 3.64663503 7.96856139 11.30923321 -0.3927400 0.0071586 -0.0173600 0.4136200 -0.0011087 -0.0033243 0.0133530 0.0478360 0.0503920 -0.0820980 -0.0422450 -0.0422450 -0.0422450 -0.3927400 -0.3927400 -0.3927400 0.0071586 0.0118180 0.0082227 -0.0043991 -0.0043991 -0.1805500 0.4136200 -0.0226810 -0.0226810 -0.0433310 0.0139110 0.0139110 0.0133530 0.0134920 0.0134920 0.0044411 0.0044411 -0.3978600 0.0329860 0.0897060 0.0503920 -0.0820980 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.398 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 -0.393 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.181 -0.181 0.414 0.414 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.9796167 10.9511162 10.2613431 9.5810047 9.1532080 NA NA 9.7454752 10.4774288 0.9462068 7.1458659 2.5311444 8.5084358 16.2694947 7.4137988 9.0806198 5.8041749 7.7853975 8.5349082 7.4300092 12.9661317 9.4717144 1.9462068 10.1073255 9.6250226 11.4097179 4.8530824 13.5131989 10.7349119 6.5461058 12.6201607 4.1161152 6.5160498 8.5791888 7.0754770 10.9032956 9.2153202 9.5084360 9.3598216 NA 10.3320559 7.4460395 7.7340958 9.5198407 4.3385100 10.1211193 9.2838155 7.0336565 5.0754770 8.6431610 8.8134724 13.0121145 11.1592978 9.3168809 12.8004776 12.3745537 4.9003886 9.8710061 10.0883006 10.3212330 10.0638367 11.6110852 5.5007829 2.5311444 12.8600179 5.7790837 8.7242707 1.9462068 NA 10.7798743 6.5311553 12.3449372 8.7979426 12.4616470 8.4380466 6.5755498 5.5296523 8.2860434 10.2726230 11.7495175 11.6599624 11.2838155 13.2593600 10.3026455 5.8288372 10.8732307 8.4618936 10.6851303 8.8857726 7.4300092 7.7853975 9.2993404 12.1304491 10.4843825 11.0521021 8.0442258 6.8041749 4.8041723 13.8479853 10.3860245 11.9409005 7.6396808 0.9462068 NA 9.7127225 12.5117717 9.9627512 6.9348785 10.5160491 11.28158391 11.81347230 10.18101096 11.03232976 6.24997431 10.32340407 12.30264552 5.03365646 9.75032462 12.49932842 6.91197794 6.76637254 11.88208787 9.20122216 10.77353626 9.40767311 3.64663503 13.48329059 8.13428769 7.73409584 7.29810474 9.60082967 8.39740468 9.45001937 7.63269427 8.44204858 8.01765583 10.59993432 9.91341977 7.29492212 11.55352385 10.49019204 10.45992111 10.15320785 4.46975576 10.30704059 3.40562483 12.60025670 7.52362233 7.05471826 8.99876163 10.15030009 12.73470799 4.11611519 9.05471799 -0.05379317 10.21882330 10.71189407 10.63444389 12.11141463 10.77433005 6.59004954 10.25453263 10.91486032 10.50843598 8.52739412 10.47171433 10.04554140 3.75355105 NA NA 9.72262654 10.78258327 7.37245852 1.53116933 8.40562526 7.74709330 11.03895067 TCGA-HE-A5NL 51 0 NA 167 kidney stage i t1a nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA NA NA 281.43.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 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10.3386896 10.1456432 7.4972315 6.1240779 10.9800375 8.6589316 7.7658470 4.3928944 3.5563926 9.4752566 8.3188939 4.7032336 8.4460060 9.7961623 4.0709646 10.7609645 9.0040671 2.3339961 8.9038565 10.0076045 10.1175449 7.8885898 15.5014713 8.1021852 11.1815803 5.0344402 10.2548499 7.6797756 2.3339961 3.6559242 8.9339137 10.2166440 8.5238254 9.6377818 9.8431161 9.0205014 9.3112808 6.0344402 12.8228453 11.0760296 NA 11.3222122 9.8715041 7.7658470 -0.2510236 6.1753030 12.8805739 8.8311875 9.3302391 7.6132244 8.6797756 10.7455119 8.0844289 8.3276375 NA 8.9802596 -0.2510236 NA 10.6116758 3.3339961 7.8258543 9.9314328 10.0933344 8.3377530 10.0777134 9.5005824 11.7809877 8.9609266 10.3892834 13.2455178 -0.2510236 11.0691733 10.9963726 10.5361247 10.2146048 10.0321267 NA 0.7490622 2.9189586 NA 5.9969649 13.3310628 11.2308378 12.0551001 10.0402092 11.3236319 4.6559299 8.6377816 5.5303985 10.6893520 10.3964969 11.3060234 8.1541796 9.8271893 10.4718460 5.3036273 1.7490193 5.9189634 NA 10.3955971 13.1658360 9.7046884 12.2443938 9.8285232 7.5945284 9.9850526 7.4072499 9.7947981 11.2518703 7.9584918 4.9189634 9.5526852 10.4072499 8.1197260 11.2528641 11.1862703 11.6727373 8.9314328 9.0949314 7.1919820 12.5346952 9.0459546 9.6255554 8.5303981 7.7658470 NA 7.1240779 10.2538574 2.7490408 9.0996240 10.5114205 8.3302388 10.2617789 9.5402013 10.1847086 11.2079576 10.2498804 9.1481453 3.4494821 8.0619214 9.9264579 -0.2510236 9.9669961 7.9682071 5.9969649 11.6985004 11.3833957 8.9239642 10.2706388 10.1175449 9.2247718 10.9616625 8.7988871 10.9754506 7.8834650 1.3339961 10.5377567 5.2408905 2.5564049 7.4072499 1.7490193 10.3112808 -0.2510236 8.4905056 5.9291471 4.5039275 NA 3.0709732 11.5357165 10.6915529 10.5929595 11.6077965 8.6499053 8.7602655 6.8595485 6.7263190 10.9320534 10.2084701 8.9802596 9.9474835 10.6937505 8.4285185 9.8164728 0.7490622 2.0709732 9.9326738 7.6070195 8.9584918 8.5303981 10.3131879 10.4803574 11.1109822 0.7490622 10.4658579 12.8683038 10.5491294 0.7490622 3.6559242 1.7490193 -0.2510236 6.0888879 14.3689718 10.5507468 7.1327424 10.4407820 -0.2510236 9.0866604 9.0560570 10.0017039 9.7177052 7.3637484 11.1642520 10.1456432 10.1021853 9.6723659 4.4494755 9.7377231 9.7546629 4.9189634 7.1584289 11.3906386 -0.00650500 0.01014600 0.63153000 -0.00235530 0.63664000 0.00000000 -0.01225700 0.59836000 -0.03490400 0.12196000 0.12196000 0.12196000 0.12196000 -0.00650500 -0.00650500 -0.00650500 0.01014600 0.62752000 0.62752000 0.62752000 0.62752000 0.00666530 -0.00235530 -0.00830050 -0.00830050 0.00000000 0.00194180 0.00194180 -0.01225700 -0.00097017 -0.00097017 0.00763920 0.00763920 -0.00306300 0.62424000 0.00069327 -0.03490400 0.12196000 0.000 0.000 0.000 0.000 0.618 0.618 0.000 0.000 0.000 0.624 0.624 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.628 0.628 0.000 0.000 0.000 0.000 0.000 0.000 0.637 0.637 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.618 0.618 0.000 0.000 0.000 0.624 0.624 0.598 0.598 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.628 0.628 0.000 0.000 0.000 0.000 0.000 0.000 0.637 0.637 0.000 0.000 0.000 0.000 0.122 0.122 11.1857500 11.9016402 11.1493842 14.3963282 9.2207137 NA 3.3339961 10.0228340 10.2928823 0.7490622 7.4072499 7.3783954 9.1175449 15.0902792 8.0482465 8.4938723 6.7263190 7.5105893 7.8936965 7.8627805 12.9306566 10.4477431 2.0709732 9.3820336 10.1032878 9.9657843 6.0158254 12.2869848 10.3928946 7.0528191 11.9486832 3.3339961 7.6559292 9.0087818 8.7602655 9.7075912 9.2706390 10.0216682 9.6842035 NA 9.7162647 8.7490384 9.2227442 10.5188763 4.0709646 9.8510141 9.5692175 7.6070195 4.8783232 9.1732047 5.3036273 12.9665418 10.8994204 9.5850887 13.3704035 12.7708859 6.1065912 7.2328545 9.6147717 9.9814594 10.2418931 9.9227155 6.3489512 5.2726018 13.4841713 4.5039275 10.5213530 NA NA 10.3036272 7.3414957 12.0126011 10.1836666 13.2455178 9.1131730 8.0754679 6.2669439 12.1539139 9.6438562 13.4871307 11.3060234 12.0579462 11.9499370 10.1531156 2.5564049 11.2318464 10.0158249 10.7961624 8.7630590 8.1197260 7.6132244 9.7824615 12.5197023 10.1120781 11.3419626 5.4769584 6.7263190 8.5913888 12.7461403 10.7947981 12.6066307 9.4512111 0.7490622 -0.2510236 8.9363906 12.4714191 10.8839332 7.2959333 10.4829011 11.614772 11.792408 10.032127 11.172154 6.749038 10.552362 9.948711 5.363749 9.781084 9.733457 6.034440 9.181580 12.423663 9.424996 10.742685 10.012308 2.070973 14.971041 6.444614 7.015825 7.744127 8.562820 8.088888 9.538572 8.953610 8.435539 7.697405 11.167945 9.616317 7.987443 10.825854 10.579554 11.260791 11.310804 2.918959 10.977857 2.556405 12.618156 8.162666 6.631682 9.828523 9.696661 12.239137 2.918959 9.737723 2.556405 10.253857 11.231846 10.385663 11.698500 11.041935 8.839151 10.975451 10.690086 10.520528 8.958492 9.943795 10.094444 2.333996 NA NA 9.767239 11.795098 8.476959 NA 9.086660 8.158429 11.212563 TCGA-IA-A40U 56 0 NA 511 kidney stage iii t3b n0 mx 19-3-2015 male 2011 NA yes 90 kidney papillary renal cell carcinoma yes 10 1991 white not hispanic or latino 266.43.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.765226085 8.201540259 9.491932843 11.029633846 8.095374868 16.034622679 8.685574034 10.563365514 4.577048088 10.232281928 7.286707452 5.331938052 3.666211218 6.141833302 9.615053915 9.094062638 9.867068190 9.050078546 9.330823234 9.863222065 5.773447828 13.908759487 9.964348811 NA 11.358955530 9.471897494 8.179438894 NA 8.179438894 12.419006815 8.451518579 10.299856971 8.781620687 9.472877027 10.716174348 7.409939056 9.351572900 NA 7.789748159 NA -1.007811664 9.997711430 2.451514458 8.323003854 9.604955497 10.926883481 8.373629943 9.831290774 9.074235944 12.354230756 9.555283173 10.412047079 12.751246912 3.451514458 10.724326427 9.736920735 11.271987660 8.254181594 9.828926338 NA 2.451514458 -0.007956724 3.451514458 7.730179361 14.470129700 10.530275816 12.634815564 10.962192773 11.305820251 3.577054132 7.952088903 5.240012782 10.875493882 11.787517844 12.267994614 7.380104298 8.588276514 11.196963708 1.314000384 2.162016633 5.295866259 NA 8.949189100 13.092174297 9.807470204 10.210650160 8.542833775 3.898982227 9.228101012 8.728488914 10.670304118 7.957871080 7.084844521 5.635942986 9.630884849 10.369297435 6.928724439 10.974724033 12.002090428 11.104526420 8.646722860 9.654595038 6.603997170 13.273364984 9.208832776 9.319639609 8.489938653 5.483941504 NA 6.773446509 10.052782809 NA 8.709677660 10.960393695 7.542833775 10.715747886 8.857820238 9.876257392 11.605646187 10.157622057 9.682469010 1.992079543 7.977928990 9.635041137 NA 10.464777809 8.277489201 4.277486411 12.653753697 11.122979179 9.418351677 10.563365514 10.331936933 8.320761746 11.149544417 9.549550584 10.253006436 8.090118773 0.577054132 9.454589243 3.384409054 3.635940084 6.986440517 3.451514458 10.148169961 NA 8.247115294 5.824976555 3.314014891 NA -0.007956724 11.569751769 10.697287317 10.785690228 11.454333535 8.714894584 6.972169927 5.498295552 7.730179361 11.161072347 9.992086909 8.704614021 9.607716645 11.612764944 8.999114105 10.242385285 -1.007811664 -0.007956724 9.911695177 7.014454609 9.352933935 8.823394310 10.618708604 10.620076740 10.344130321 0.992115808 10.828926259 12.989883855 9.994901981 2.314029397 3.162016633 1.314000384 4.162008574 4.850069292 13.773446633 10.471867222 5.786502270 10.320761858 1.314000384 8.131638354 9.383104845 10.372547981 9.443298115 7.235260827 11.389761568 8.718305109 10.635041137 10.102570217 4.850069292 8.842273649 9.466806956 3.799439645 7.559358734 11.340261769 -0.00484610 0.62970000 -0.00438970 0.00013863 -0.00304750 0.00083195 -0.00443120 0.65866000 -0.02616700 0.09300900 0.09300900 0.09300900 0.07659800 -0.00484610 -0.00484610 -0.00484610 0.62970000 0.00194180 0.00194180 0.00194180 0.00194180 0.00458000 0.00013863 -0.00415460 -0.00415460 0.00083195 0.00000000 0.00000000 -0.00443120 -0.00470790 -0.00771810 0.00638710 0.00638710 -0.73486000 0.67683000 0.01307400 -0.02616700 0.09300900 0.000 0.000 0.000 0.000 1.293 1.293 0.000 -0.735 0.000 0.677 0.677 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.736 0.000 0.630 0.630 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.293 1.293 0.000 -0.735 0.000 0.677 0.677 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.736 0.000 0.630 0.630 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.268211 10.642690 11.297579 12.318095 8.797831 NA 2.799440 9.843055 10.366110 NA 9.108431 6.409939 8.424629 13.879165 7.263550 7.430879 5.773448 6.850068 6.963630 7.716601 10.220304 9.832865 4.349641 9.433994 10.154075 9.965067 6.003314 6.733554 9.834437 6.856274 12.279791 6.685574 7.220905 8.823394 8.937531 9.677712 9.004711 9.880830 9.778357 NA 10.005410 8.055482 8.685574 9.951364 2.692516 9.838361 9.368212 7.713186 5.058178 9.210045 5.181910 13.391966 11.542834 9.362774 13.540307 12.303551 6.171995 7.713186 10.053458 9.121370 10.422017 10.741537 4.349641 3.240009 13.804715 5.367126 9.095375 NA NA 10.058849 6.467821 12.146905 9.488941 12.751247 8.786503 7.706332 5.779467 10.491933 10.853174 12.728595 12.267995 10.806669 12.468200 9.910205 1.799460 10.666279 9.719156 10.261214 8.632332 6.928724 7.946283 10.001916 12.547755 8.738601 11.168260 5.720008 6.230491 8.511723 13.058228 11.297009 12.567508 8.295868 2.162017 -1.007812 8.358409 12.419138 10.513550 7.105829 10.153219 10.774676 11.722557 9.799442 10.885388 5.837577 10.206406 11.252124 4.606798 9.007502 9.660014 7.773447 7.121370 11.695335 9.778357 10.779989 8.375791 3.162017 14.516108 7.716225 6.591999 7.430213 7.821810 7.558141 8.760271 8.121370 8.483940 5.220906 10.920235 9.824977 7.156994 11.239421 9.942643 10.554329 10.606337 1.799460 9.914671 2.314029 12.361132 7.084845 6.997711 8.542834 9.385434 12.501243 2.898982 9.360593 1.577054 10.052783 10.639995 10.170129 12.653754 11.331102 8.095375 10.253006 10.896722 10.192986 7.883871 9.923563 10.162012 1.799460 NA NA 8.854724 11.002793 6.678587 NA 8.131638 8.773447 10.513197 TCGA-IA-A40X 49 0 NA 608 kidney stage i t1a nx mx 19-3-2015 female 2011 NA yes 100 kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 266.43.0 NA NA 2 3 4 2 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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15.3899200 7.9678159 10.8505047 4.5536800 10.6150244 7.5787093 0.4947740 1.4947740 11.5394084 9.7115324 9.1613065 10.3480961 8.8271963 9.1204953 8.0052209 6.1289924 13.6383823 11.1150064 4.0391033 11.8002783 8.8012282 8.4274935 NA 6.2496748 12.6531858 8.9623920 9.7755573 7.1143951 6.1289924 11.3170918 7.9946323 11.1613805 -0.0901885 8.6512910 NA NA 10.0345916 1.2317396 8.4547887 10.1265699 10.4136498 7.6033111 9.7901729 9.1326190 11.5493705 10.1952263 10.4509207 10.8896065 -0.0901885 10.5249570 10.0098293 10.1404450 8.2607634 10.1488258 NA 1.7171664 NA NA 9.2507868 13.8644293 11.0516119 13.1201149 10.4739736 11.3512121 3.0797536 7.7268074 8.3297842 10.4111636 10.8534378 11.5762456 7.0493759 6.6780085 10.5666958 2.4947740 -1.0901885 2.7171884 0.4947740 8.8242090 13.6698162 10.5459955 11.0320049 8.9349637 6.2935287 9.8331515 8.2826891 10.8235250 8.8611086 10.6763529 5.7678057 9.9558020 10.4377897 7.4136499 11.5236135 10.8084254 11.3928840 9.1672119 9.5875437 6.5973747 12.9617976 9.1143951 9.5901836 8.3402765 12.1613065 NA 6.4644134 10.2345672 6.7161486 9.8228480 11.0180217 8.2518989 10.5729374 8.5208489 10.1082691 11.2709454 9.7678051 8.6524367 5.6377435 7.0183482 9.5400912 0.4947740 10.2004189 8.5428191 5.2496729 12.5315325 10.8931739 9.0934596 10.4739736 9.8137058 9.0365286 11.1680927 9.3117701 10.3830224 6.8405614 -1.0901885 11.0971762 1.7171664 -0.0901885 7.7615732 2.9098307 10.6300683 7.3318888 6.9041770 6.2355337 3.7171774 -1.0901885 NA 12.1719189 11.4333860 10.9091194 11.7960922 7.2496738 8.0311763 6.6158018 8.9718703 11.4267552 10.1241432 8.7236053 9.5787091 10.7343851 NA 9.3064288 NA NA 10.1125601 7.0078559 9.1434437 7.8956662 10.5143773 8.5769355 14.4146430 -0.0901885 9.8106908 11.9881417 9.6024396 NA 2.2317396 -0.0901885 1.7171664 5.5245339 12.9017002 10.7939945 6.1289924 10.5693740 NA 8.5804802 8.3520006 10.5666958 9.7801887 7.0339449 11.3088349 9.4663302 10.7670276 9.0032284 2.9098307 10.1958042 9.9280243 4.5923972 8.4556572 11.2041576 -0.00172740 0.00402430 -0.00180140 0.78099000 -0.00332430 -0.00055444 0.01419000 0.01195800 0.01516800 0.02595200 0.02595200 0.02595200 0.02595200 0.00235810 0.00235810 0.00055459 0.00402430 -0.00421930 -0.00180140 -0.00180140 -0.00180140 -0.00871460 -0.00346270 -0.00526100 -0.00526100 -0.00055444 -0.00098988 -0.00098988 -0.00415460 0.00000000 0.00000000 -0.00235530 -0.00235530 0.00263570 -0.87743000 0.00485790 0.01516800 0.02595200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.779 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.1812872 12.4992411 10.1736800 13.4071769 8.8842386 NA 1.2317396 10.0261681 10.2992457 NA 7.6613684 10.0352375 8.7042398 14.1508389 7.6780085 7.1241430 6.6647118 8.2090322 7.2541197 7.8076692 8.6730366 10.2651751 -0.0901885 10.7139551 10.0322056 9.7817294 5.4489835 4.1952295 10.0621089 8.7955205 12.3661682 4.9098259 7.6647118 8.1859483 8.0104861 10.5129867 8.881368 10.103349 9.769359 NA 8.245214 9.014423 9.631778 9.369256 2.369243 9.387582 9.132619 7.128992 4.369257 9.358973 7.610264 12.732096 11.350693 9.109496 13.274848 12.780458 6.385557 6.881367 9.954901 7.049376 10.206167 9.435345 4.401678 3.767803 12.801987 9.750602 8.401677 0.494774 NA 9.688723 7.028765 12.352120 9.409670 10.889606 9.418609 7.452856 6.328689 5.804642 9.877771 12.075987 11.576246 12.725107 13.257722 10.719994 NA 11.669920 10.563565 8.986640 8.580480 7.413650 7.637744 10.218163 11.890321 8.725207 11.038141 6.148228 7.074731 7.637744 13.286130 11.069380 12.138342 10.530502 1.494774 -1.090189 9.227237 12.456839 10.877378 6.834637 9.975913 11.5824704 11.9765860 9.6993576 11.0445712 6.3692553 11.2007069 8.5608758 3.2317550 9.6453801 12.1821477 5.7678057 9.2067402 12.4104033 9.6006951 10.7627436 9.9335784 0.9098115 14.1236877 6.2862528 5.9432462 8.4274541 7.1766110 9.1045809 9.6713753 11.1745598 8.5567428 5.1577511 11.3115036 9.8449891 7.6846112 11.8016078 10.8953103 10.6111305 11.2629709 2.0797365 9.5813652 7.6171831 12.4217496 7.6546582 8.6496047 8.9349637 9.5936344 12.1239914 0.9098115 8.9759133 1.7171664 10.2345672 10.7674164 10.4141465 12.5315325 11.1934912 7.5998221 10.3830224 11.0206336 10.1865300 4.9542196 10.7712987 10.3154974 NA 5.6911824 NA 8.8999281 12.4434288 8.5428191 NA 8.5804802 9.3865702 10.0326520 TCGA-IA-A40Y 60 0 NA 62 kidney stage iii t3a n1 mx 19-3-2015 female 2011 NA yes 90 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 266.43.0 NA NA 3 3 4 2 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.2930458 -1.2152448 2.8805484 5.6048097 8.5005941 7.5428554 10.2306814 8.1355713 11.9259409 9.6907710 9.8338000 8.5311463 6.1333601 10.4189893 7.1812368 3.2440650 14.7028694 5.5261001 6.6611496 -1.2152448 4.4570558 10.3742831 9.4094274 8.8852943 5.5395187 9.1574970 9.4588243 10.2527469 8.7329994 10.3387412 8.3062326 7.3003315 9.4167184 10.3145505 3.0325593 9.4329897 4.2764818 10.3910372 9.5717183 2.8720998 9.2140388 8.7489730 10.4094275 10.6892667 7.6016156 7.3582793 9.7200476 9.3468745 9.1661749 3.1769450 7.4815993 10.1372272 10.5172234 2.1065493 5.2275755 10.0236338 5.4284875 10.0601745 3.7388327 9.7012579 9.4383191 11.8798642 11.5964081 9.3411381 15.1725988 8.7271465 10.8547530 4.8290275 10.7740266 7.8667813 4.5659931 3.2687637 9.6151472 10.0613381 8.9343791 10.1104996 9.7402820 8.6143546 9.3910373 5.8069994 13.0614107 11.4096559 NA 11.8986997 9.8596966 9.2844778 NA 9.5486742 10.7435472 8.6565371 9.0479012 9.7754452 10.3845448 11.2887062 8.1982599 8.0148206 4.5919845 9.0630814 5.4570558 -1.2152448 10.0992152 2.3696061 8.4320904 9.2461114 9.4711326 9.3667740 11.3463973 8.2003739 12.2556619 9.7504162 10.6289455 13.4184787 0.3696061 10.8229852 10.0763783 10.8382186 7.7761540 9.6952748 NA 3.7388327 3.1065661 1.5919666 7.0838399 14.0151779 11.6771748 5.3993420 9.8460032 10.6191031 3.4284908 8.2150845 9.9626744 11.1911028 11.1405337 12.4373706 6.7902560 7.8235513 11.9879800 0.7846715 4.9343797 5.5125524 0.3696061 8.1683362 14.4804584 10.5923894 11.6820994 8.7049850 6.6301215 9.4039349 8.3975005 11.1391184 4.2440650 8.8042227 10.3086840 9.4695647 9.5210340 7.7676257 10.3770890 12.3718235 11.7704740 8.2704612 9.3647116 5.7790995 12.1200224 9.1801663 8.4030176 8.5159509 9.6214713 NA 7.3392211 9.8405923 1.7846296 7.4109618 10.7658425 7.9343791 10.9750740 9.4544029 10.2056449 12.8134878 10.6095908 9.3863656 3.0325593 7.9419790 10.0266151 1.5919666 9.8614477 7.5193414 5.6301229 11.8293676 10.4020994 9.2983596 10.7729617 9.6794498 8.8931565 10.5103817 9.0467268 10.1110616 8.0700345 3.8720900 9.9904252 1.5919666 6.8701847 9.7832225 4.3081934 9.3459199 1.1065493 9.4517436 7.3520178 6.3237916 NA 0.3696061 11.8507212 10.4284882 11.2203023 11.7757995 7.1855118 8.7757146 5.6745934 9.0746510 10.2769859 10.6222600 8.7388283 9.4746299 10.1892414 5.7846322 10.2394454 -1.2152448 NA 9.5577712 7.8560943 9.6832334 9.2461114 9.7496948 9.9551830 9.4588243 4.2440650 6.9394499 13.1188355 11.4630121 NA 6.8611266 NA 4.5125556 4.5395187 13.0904088 9.6975214 7.1683362 11.3468745 -0.2154123 8.5544699 9.5835736 10.2522375 8.8358410 7.5495036 11.2697066 8.7860402 10.4089706 10.7494024 1.3696061 9.8331189 10.0694561 1.1065493 7.2150845 11.3965790 0.8940700 0.3512000 0.4961400 0.4049400 0.4258100 0.6066600 -0.5642500 0.6027400 -0.1222600 -0.0331320 -0.0331320 -0.0331320 -0.0008316 -0.5401700 -0.5401700 0.8940700 0.3512000 -0.5485400 -0.5485400 -0.5485400 -0.5485400 -0.5600400 1.1227000 0.0404680 -0.5943900 -0.0362650 -0.9172500 -1.2929000 0.0000000 -0.4158600 -0.4158600 0.1328800 0.1328800 -0.5434000 0.4844000 -0.4983500 -0.1222600 -0.0331320 0.000 0.000 -0.416 -0.416 1.040 0.594 -0.421 -0.543 0.000 0.484 0.484 0.603 0.603 -0.492 -0.492 -0.119 -0.119 0.354 0.894 1.079 1.079 -0.422 -0.539 0.351 0.351 -0.538 0.000 -0.547 -0.547 0.426 0.426 0.000 0.000 0.498 0.498 0.000 0.607 -0.895 -0.537 0.000 0.000 0.000 0.000 -0.416 -0.416 1.040 0.594 -0.421 -0.543 0.000 0.484 0.484 0.603 0.603 -0.492 -0.492 -0.119 -0.119 0.354 0.894 1.079 1.079 -0.422 -0.539 0.351 0.351 -0.538 0.000 -0.547 -0.547 0.426 0.426 0.000 0.000 0.498 0.498 0.000 0.607 -0.895 -0.537 0.000 0.000 10.2834813 11.3542503 10.8132288 8.1355713 9.2087984 4.6426149 5.9241830 9.8787097 10.4323198 -0.2154123 9.4148991 3.8290275 8.0815484 13.0442282 4.8507194 5.9241830 6.2603663 6.6611496 6.6794491 8.0490747 9.9222636 9.9904252 5.9343797 9.1189053 9.1465758 10.3218504 5.7619129 4.1769530 10.1855115 6.4988779 11.6486131 7.0792533 7.4103411 7.8931565 6.6488177 10.7101864 10.1961430 10.2009018 10.1476716 3.4284908 9.9922565 9.9885917 8.1155488 10.6414466 5.7958604 10.8921761 10.3057417 7.8042227 3.9139138 9.9830771 7.1509546 13.3354990 11.2628960 9.6511382 14.0438972 12.3740491 7.0514189 9.6246231 11.4151267 7.5528166 10.9623630 11.1014792 5.2275755 6.1596716 14.1903386 4.7846296 10.1520467 3.1769450 5.9139162 10.2161296 7.5057314 12.8188292 10.4450736 13.4184787 9.0349304 7.9190582 5.8138633 9.6748963 11.2921789 13.5611679 12.4373706 10.2714670 13.7284288 10.6615326 1.3696061 11.4025586 10.7594051 10.2608719 9.4499680 7.7676257 8.1596716 11.1495874 12.2528742 7.1897732 11.5563278 7.7417339 8.9533042 6.9545569 14.0316539 11.4667488 12.8972344 8.7930606 -0.2154123 NA 10.0607564 13.1006307 11.6706677 7.9445036 10.0307789 11.2779871 11.3167444 9.8338000 10.4189893 4.5125556 10.0809747 11.4915597 6.1769490 8.7944607 10.1155993 3.0325593 3.2440650 11.0390643 9.1574970 11.1214175 9.3667740 2.3696061 12.2271868 8.3279927 7.5461830 7.0226541 6.2108973 8.3295963 9.7547379 7.0884130 8.5478442 3.6915230 8.7460816 10.0601745 7.2563068 11.3230635 10.0878420 9.8879199 10.1748010 3.1769450 9.7315383 0.3696061 11.9967712 7.2844780 6.5594184 8.7049850 9.1234352 12.6038132 -1.2152448 8.7860402 1.7846296 9.8405923 10.1239253 10.4107973 11.8293676 10.3320086 6.7153690 10.1110616 11.0473142 9.9602253 7.2844780 9.8892308 10.9922565 NA NA 0.3696061 9.7789855 10.5336801 7.8317557 1.9545686 8.5544699 7.9670262 10.2119449 TCGA-IA-A83S 81 1 2609 NA kidney stage ii tx nx mx 19-3-2015 male 2003 NA NA NA kidney papillary renal cell carcinoma yes 65 NA white not hispanic or latino 364.32.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8194315 10.4062906 8.5150457 0.5122775 13.9433365 8.4390899 14.6003564 -0.4878237 1.9317587 7.9716625 5.9216220 5.2126705 10.0677785 7.7743259 12.2868119 11.2161343 9.1214094 7.4009742 5.0357910 11.0416613 8.7790174 4.3195890 13.8556246 0.5122775 6.0357932 NA 2.0972062 9.7918413 10.0953134 8.6285746 2.9716631 8.9237417 9.1740089 10.3825954 10.3740930 9.3308129 8.1811155 5.6207565 4.2126705 8.8916091 5.7976330 11.4307213 10.2771023 10.9168401 8.9530999 4.0357910 10.2435497 8.1452260 10.0110799 10.2654474 7.2737816 8.9530999 11.2802041 8.7743255 7.5401366 5.5566256 2.6821463 9.4576745 6.9216220 2.9716631 7.4251202 11.0484779 NA 10.4780150 8.1306164 6.2935912 8.0120764 13.8813509 10.6408695 7.7458504 15.9691947 8.1775665 11.3219988 3.9716631 9.8375362 7.0744733 4.1560891 2.3195890 8.9899891 9.3670991 9.4100761 9.5810090 9.6076146 9.8453861 10.1757888 6.1121434 13.7329869 11.3768038 NA 11.6572075 9.8203649 8.2704537 NA 7.2126705 12.9216216 7.8386600 9.4206232 8.0475062 9.3733176 10.4880786 8.1269403 11.0379864 NA 8.4040145 0.5122775 NA 9.8587444 3.0971894 8.1987313 10.4656996 10.6619778 7.8653776 9.9468589 9.4085631 12.3840262 9.3244081 10.3001332 13.2618907 3.2126627 10.0114986 9.7743255 10.4009740 10.2494781 10.0387300 NA NA 2.0972062 3.3195890 5.5566256 14.5175482 12.4149826 12.1659715 10.6587993 11.2026652 4.0357910 7.2126705 7.4895108 10.3203905 10.8526372 12.1554105 6.3702114 9.9716624 10.7350256 3.2126627 1.5122269 5.7410489 NA 8.8045525 13.7344973 9.9889769 10.4161125 9.3733176 6.2804145 9.2350382 7.8697826 10.3968363 12.7697659 8.6181392 5.3702131 9.0896028 11.1673141 8.2435496 11.4288566 12.2128872 11.2418514 9.7458504 9.6657827 4.8524384 13.5265999 9.3017644 8.9818726 8.9426831 8.8160115 NA 7.1121434 10.3074587 5.1459505 9.7635474 11.1677614 7.9216214 10.3678778 10.4887949 10.2238977 12.2435497 10.5079979 8.4479263 3.5122269 7.8386600 9.9184357 NA 11.2087636 7.3887475 5.4191209 13.1248689 10.9859365 9.7350256 10.7713855 10.0239833 9.1578890 10.7523303 9.5387541 10.4591370 8.1046879 3.0971894 9.6517820 4.0971894 3.8341550 8.6695778 2.9716631 10.8725291 2.0972062 9.1917107 5.9241664 3.7601571 NA -0.4878237 11.5826871 11.0025802 10.2264763 11.4127202 10.0668195 6.8431472 5.6619776 8.2091984 11.5404821 10.2952289 9.1214094 9.6517820 10.1158570 7.7020549 10.0140679 NA NA 9.9859364 7.2401512 9.6846582 8.3066464 9.9613794 11.3033936 10.8548610 0.5122775 9.5810090 13.1341681 10.2637747 2.0972062 3.4191209 NA NA 4.7601571 13.6210002 9.8420270 6.5890459 11.1287795 NA 8.8409057 9.4896967 10.6940041 9.4236227 6.8609591 11.4576745 9.6115785 10.8796454 8.4808976 4.0971894 9.4236227 9.2952289 4.0357910 7.5671880 10.9935256 -0.00097017 0.00597000 0.48992000 -0.00221680 0.04641700 -0.00367320 -0.00760560 0.05309400 0.00513590 0.06708800 0.06708800 0.06708800 0.06708800 -0.00097017 -0.00097017 -0.00230870 0.00597000 0.48992000 0.48992000 0.48992000 0.48992000 -0.00415460 -0.00221680 -0.00586820 -0.00373950 -0.00152430 -0.00387790 -0.00387790 -0.00498440 0.00000000 0.00000000 0.00110930 0.00110930 -0.00346270 0.48285000 0.00708260 0.00513590 0.06708800 0.000 0.000 0.000 0.000 0.514 0.514 0.000 0.000 0.000 0.483 0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.514 0.514 0.000 0.000 0.000 0.483 0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.490 0.490 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.721989 11.667049 11.377964 14.760084 8.428110 1.512227 1.512227 9.376417 10.412063 NA 7.930083 8.156087 9.152476 16.042957 7.163282 7.483774 7.097194 8.300133 6.930083 7.843148 10.485210 9.764896 3.097189 10.026945 10.135810 10.065860 7.454745 12.485390 10.126020 8.051390 12.260419 5.345120 7.240151 9.156087 7.636352 9.998060 8.8160115 9.8273802 9.2401512 NA 9.8719802 8.5647988 10.5877098 9.7374382 3.0971894 9.8487373 9.2903078 6.8697826 5.0357910 9.1195611 6.7313991 13.2956382 11.5377164 9.0820862 12.9200296 13.3041058 5.9551733 8.7976330 9.8785529 7.2126705 9.6089458 11.9670440 5.7790180 7.8160115 13.2135372 3.9716631 9.3435380 3.8341550 NA 10.6676814 8.3733176 12.8876775 8.8431475 13.2618907 8.7143544 7.7168016 5.8785537 12.7895181 11.3131306 13.8293606 12.1554105 11.5983669 13.1567630 9.8217070 1.0972062 10.6266238 9.8194316 10.5192579 8.8273802 8.2435496 7.3639797 9.8576360 12.4204357 8.8894413 11.2260468 5.7216844 7.3887475 8.1881878 13.4576297 11.9026684 11.9173722 8.0896597 -0.4878237 NA 8.5009156 13.1391945 10.3250738 6.4895108 10.4355582 11.746150 11.891609 9.121409 11.041661 5.641514 10.528343 9.771974 5.852081 8.936397 10.924202 5.797633 8.263775 12.520132 9.316362 10.877460 9.089659 2.512227 14.499983 9.085783 7.562079 8.198976 7.731399 8.156087 9.804552 9.290308 8.345121 6.126940 11.781650 9.080187 7.843148 11.184656 10.575626 10.895395 10.594380 4.035791 9.920560 6.382595 12.019299 7.726550 7.170442 9.373318 9.641604 12.541863 4.599693 9.904548 2.971663 10.307459 11.030884 10.190831 13.124869 11.407806 8.529039 10.459137 10.691518 10.231619 7.066820 9.682156 9.614206 1.512227 2.971663 NA 9.322802 10.884252 8.233330 NA 8.840906 9.145226 10.498073 TCGA-IA-A83T 80 1 2684 NA kidney stage ii tx nx mx 19-3-2015 male 2005 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3826055 9.2513413 7.5723683 NA 10.4046505 8.7565850 14.3671738 0.6065370 2.8245846 6.0328480 6.3345039 5.7765094 10.8488648 7.1064300 12.0182272 11.2941782 8.8221167 8.0924131 5.9902878 11.1114028 10.3739407 4.0984364 13.7765871 1.4139190 3.8919829 NA 6.7664547 10.7556958 10.3764216 8.6233921 3.6509828 6.9057913 10.2794511 8.2736954 12.7264976 9.3953021 8.8792135 5.2930835 6.1379645 9.1971707 6.1143774 13.0133203 12.0090630 9.6874014 10.0085299 5.9641352 12.6351806 7.7019808 11.3467862 9.1630898 5.7765094 7.0701081 11.5205334 9.8107758 8.2120635 4.6509770 0.9285030 9.8025711 8.9816232 3.5134781 9.7493291 10.6272166 1.6065844 10.1702567 3.2504462 7.6150123 9.1084011 12.6055267 10.2286356 8.1222834 15.8834261 7.4042449 9.5217162 2.9285030 10.5571397 7.1877846 3.8160364 4.0135963 8.7138010 10.0701082 7.9126457 10.2612198 8.6591518 9.5512959 9.0608831 6.3345039 13.1386353 12.1050591 NA 12.2172627 9.0383426 8.2468289 NA 6.6122080 12.4250661 8.7229277 8.3631400 6.6009372 9.6400068 10.8850333 7.5520273 8.7658622 4.4139393 7.1726375 1.4139190 NA 9.0053276 2.9285030 9.0380814 10.1976386 10.0868691 9.0484904 10.9089371 9.1467117 12.1604674 9.8751258 11.0800359 12.9759085 2.1915311 10.5160194 9.4792587 11.1621316 8.9729060 10.1578114 -1.3932735 4.6065844 -0.3934630 0.9285030 5.4645637 13.9189350 11.0310126 12.1240071 10.7805731 11.3739406 5.9816244 8.4938042 4.9988995 10.1654828 10.8105435 10.3972377 7.6807252 11.5061295 11.0626815 5.6726743 6.2860642 3.5607761 0.9285030 8.3714552 12.6600855 9.2647954 11.2825408 8.5881509 5.6726743 8.1123952 7.8850331 9.9918801 9.8019560 8.5607803 5.4520748 9.2007312 9.9503248 6.2432083 10.7686604 12.4954222 12.1183365 9.0244363 9.8873545 4.7327739 12.7310283 9.4520738 8.3070236 9.2018414 7.2825408 NA 7.8521362 10.3497351 -0.3934630 9.1992932 10.1721619 7.2322924 9.8257522 9.5424854 10.7157615 11.7014862 10.3135114 9.6543485 4.6726743 8.3846607 9.5439577 NA 9.6993410 7.7255251 4.8919878 13.0441408 11.8623501 9.1094157 10.1094155 8.6618661 8.9859623 11.4781137 9.5910022 9.2459246 7.8942964 0.1915627 10.7563309 4.8545094 5.3879449 7.6807252 2.4139460 9.7827570 0.6065370 10.0333728 5.6418783 4.9816244 NA 2.9285030 11.8633822 11.3803412 10.8533244 12.0291742 8.4520740 7.0617470 6.6553976 8.0474528 11.7305435 9.1877843 8.5924256 8.3813708 9.6571126 8.8341999 10.3627231 NA NA 10.3199703 5.4139393 9.1457427 8.3000706 10.9256914 12.7850930 10.6223473 4.9285125 8.8556973 10.8139033 11.0063958 NA 6.1824261 2.9285030 0.9285030 4.5838620 14.8822900 9.8919860 6.0236767 10.4622310 NA 8.7752560 9.4232475 10.8536212 9.0307502 7.4203653 11.6523435 10.5991682 10.8425980 9.7537887 4.1611702 9.2432085 9.4823332 3.0023245 7.1266529 11.5315818 -0.00214910 0.00245760 -0.00111930 0.00166420 0.51594000 0.00166420 -0.01100000 0.48509000 -0.03190500 0.05021600 0.05637000 0.05637000 0.05637000 0.00069327 -0.00214910 -0.00214910 0.00245760 0.00180300 0.00180300 0.00180300 0.00180300 0.00000000 0.00319100 -0.00387790 -0.00387790 -0.00138580 0.00750000 0.00750000 -0.01100000 -0.00013862 -0.00013862 -0.00180140 -0.00180140 0.00027728 -0.03791800 0.00597000 -0.03190500 0.05021600 0.000 0.000 0.000 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 0.485 0.485 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.499 0.499 0.000 0.000 0.000 0.000 0.000 0.485 0.485 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.000 0.000 0.000 0.000 0.000 0.000 10.726822 11.697689 9.679386 13.081240 7.378073 NA 3.560776 9.957523 10.566285 0.606537 8.208354 7.307023 7.882708 17.509945 7.944205 9.976181 5.981624 7.896602 8.387944 5.882709 10.013320 10.134061 1.606584 10.167394 9.268949 9.244114 6.771491 15.311028 9.717719 9.001046 12.539991 6.354777 7.180231 9.091407 8.529911 9.686069 9.392036 10.173589 10.099438 NA 9.502159 8.768975 8.621999 8.905792 0.928503 10.974545 9.074189 7.667280 6.313942 8.263009 4.537321 12.907079 11.149857 8.609399 12.725687 12.379001 5.766455 9.466895 9.996215 11.662883 10.616762 11.322760 4.835404 5.650977 13.530700 4.334504 8.141859 2.776504 -0.393463 10.578487 5.863971 12.682648 8.598106 12.975908 8.293084 7.820903 4.217463 12.251229 10.916913 12.703711 10.397238 11.936240 11.914638 10.161173 -0.393463 11.471930 10.214376 10.379311 7.669979 6.243208 5.955313 10.546163 12.441549 9.495327 10.739084 5.537321 6.811155 8.748691 14.221267 11.510654 11.429553 7.972906 NA NA 7.172638 12.704040 9.043212 6.313942 10.065503 12.050045 11.818168 8.822117 11.111403 6.489227 10.185900 8.257635 6.114377 9.324260 10.156922 6.114377 7.118337 11.644129 7.866327 11.252692 9.078259 2.776504 14.561439 7.895773 6.106430 7.081547 9.160213 8.592426 8.741010 8.202774 9.285598 9.663221 11.028386 8.366472 7.717720 11.765982 10.978905 9.633799 10.216686 1.776525 10.563323 2.694056 12.786941 7.709872 5.746135 8.588151 10.026818 12.082950 6.041212 9.535102 1.413919 10.349735 10.956086 9.784003 13.044141 10.679051 8.084342 9.245925 11.229551 10.293084 9.243209 10.808095 10.398967 1.606584 0.606537 NA 9.430747 11.670725 6.024437 NA 8.775256 8.481565 11.020212 TCGA-IA-A83W 70 1 2043 NA kidney stage i t1 n0 m0 19-3-2015 male 2003 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8940900 9.3423052 8.9277294 -0.6815385 13.4297679 8.3628354 12.6486273 1.6404821 0.7727302 6.8959799 7.0933373 8.5617248 10.8134063 8.0189902 11.9731868 10.3332686 10.7630480 7.7406153 3.2254446 10.9479073 8.8083986 6.4165831 14.1856600 3.4060196 5.8884072 -0.6815385 3.7108670 10.7830965 10.3107810 9.1466873 4.6761038 9.5034261 9.6683847 11.0532604 11.0159527 9.6628467 8.9624070 6.0867349 7.7490032 9.4165828 7.8731395 11.8149052 7.6039527 9.7552623 9.1889154 3.8421140 11.2603320 8.5280039 10.3143179 10.4796827 7.4934768 7.9110078 11.1519469 8.6570197 8.1765317 4.7779825 4.2254446 9.8223764 8.8183965 4.8731389 8.2872174 9.9451724 3.2254446 11.2850562 8.1450991 5.5280055 8.9200988 12.0155183 10.1007299 8.8223764 15.3107810 7.9515458 10.9474519 5.1765302 10.7635656 7.5034259 5.4884764 3.7367456 10.2588643 9.4997030 8.9909761 9.9687049 9.4192132 8.3683991 8.6108724 6.8577098 12.7918760 10.6772019 NA 11.5176096 10.2101978 8.1162124 0.3185772 6.4784218 11.9121753 8.9713958 9.6097214 7.9184638 9.2872176 11.0763574 8.2194173 8.7597521 0.3185772 8.8635151 1.6404821 0.3185772 10.1347345 4.1765302 8.9479075 9.4542600 10.2617982 8.6979291 10.1827369 9.3043926 12.3205236 9.5449629 10.4997030 13.9294602 2.1259155 11.9010667 10.8357280 9.8931442 10.1234884 10.2224326 NA 7.7614941 1.9035011 -0.6815385 8.6449803 13.8913102 11.7676994 11.7537001 10.1648246 11.1431117 4.1765302 7.9479075 5.3409183 10.5735793 10.9447161 11.1372607 8.6826853 8.5946751 10.6154670 2.3185482 3.4884764 8.8807933 -0.6815385 10.2396478 13.4764503 10.1427139 11.3933612 9.4972156 6.3519745 10.4060136 8.0259097 9.4201982 6.8421127 8.9569865 6.0327973 9.8293940 9.0447690 8.7448153 11.7666670 11.2072940 11.1246976 9.4516929 9.4689453 5.5231228 12.7574725 8.9424321 9.5231218 8.9660090 7.1827370 NA 8.3900133 11.1916103 3.2634101 7.2014378 10.5676642 8.9424321 10.8688165 11.1950677 10.4446098 11.2749269 9.7625302 9.5577792 5.2727473 9.6223315 9.9704994 1.3185772 9.9865493 7.8183968 6.6131721 12.2394618 11.0908653 9.0430645 10.1773088 10.2785527 9.0259100 11.1323680 9.1226818 10.5664782 8.7406156 2.6404821 11.2000471 5.4270765 1.3185772 6.6223315 3.2254446 10.1553901 2.3185482 9.1889154 6.5606767 5.2011947 -0.6815385 2.7779772 11.8083987 10.6342664 10.8474931 11.9754225 7.8731395 9.1339020 6.4993548 9.0310778 11.1605081 10.6387872 8.7087197 9.9460846 12.5411947 6.5377185 9.8528536 -0.6815385 NA 10.1593287 7.9442593 9.1577544 8.9460846 10.3043926 11.6653415 10.7968148 1.3185772 9.9147405 13.2313465 9.4708356 1.3185772 4.7448177 1.9035011 4.4060128 6.7614941 15.0564054 11.1846705 7.9838869 11.3111351 0.9035011 9.2224327 9.3584567 9.8509066 9.4205264 7.6314339 11.6584007 10.0120377 10.5352966 9.5190447 6.4060128 10.1624718 9.5401379 4.8164820 9.0481716 10.7897178 -0.00280390 0.00041593 0.71886000 -0.00595220 -0.00310210 -0.00318590 -0.00249380 0.01419000 0.01740400 0.06165100 0.06165100 0.06165100 0.06165100 -0.00280390 -0.00280390 -0.00280390 0.00209600 -0.00968060 -0.00968060 -0.00968060 -0.00968060 0.00819590 0.02777800 -0.01037000 -0.01037000 -0.00318590 0.00471900 0.00471900 -0.00249380 -0.00508990 -0.00508990 0.00000000 0.00000000 0.00583090 0.01754400 0.00736090 0.01740400 0.06165100 0.000 0.000 0.000 0.000 1.315 1.315 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.713 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.315 1.315 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.713 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 13.095292 12.143112 10.120259 11.676378 9.514538 1.318577 3.710867 10.385985 10.269150 1.318577 7.073438 7.207294 9.164041 14.555611 7.590014 8.145099 6.895980 8.395366 7.958796 8.365675 12.717161 10.304393 2.777977 9.237414 9.397302 10.088389 5.933261 10.706568 10.069258 9.274201 12.385471 6.018990 7.379247 8.384640 9.853826 10.013779 9.3805968 10.2544524 9.1419181 0.3185772 11.1343343 9.1097137 7.5521703 10.2632627 4.9624056 10.1695189 9.4231495 7.1194506 6.3629450 9.1749764 6.9909764 12.6799463 10.9300367 9.5981614 13.7210299 13.4235589 6.6848734 9.0327962 9.7790067 9.1015490 9.8470049 9.9323403 4.9909775 5.2011947 13.0922051 5.7942833 9.9304977 4.7779825 2.1259155 9.7830965 8.3792467 13.1167187 10.3429979 13.9294602 9.0137791 8.2843351 6.7515936 13.5542658 9.1842840 12.0274191 11.1372607 12.3777262 12.6987412 10.5461667 3.1258990 11.2145046 10.1919949 11.6382228 9.0700949 8.7448153 8.4657558 9.9569867 12.2988689 9.8499322 11.2727434 6.4581014 6.9980307 8.4809420 13.1275823 10.8997513 13.0694670 8.3381414 3.6404821 -0.6815385 9.0327962 12.5644005 11.3408249 7.4374916 10.3269794 11.4806273 12.7385109 10.7630480 10.9479073 6.4374924 11.0941610 11.4590610 5.2254408 9.5437582 12.2129972 7.8731395 7.3241751 12.5024481 8.5946751 11.4439642 10.5377193 1.9035011 14.2569358 8.8126461 7.3241751 8.1698003 8.6291635 8.6584007 9.7130134 8.6599139 8.9089132 7.4632088 10.8596474 9.7676993 9.2581300 11.3294284 10.5876774 10.8764930 11.6995528 6.7697625 9.9314192 3.4060196 13.0690892 8.6494674 5.9909753 9.4972156 10.2412392 13.1510452 7.6584007 9.1129667 2.6404821 11.1916103 10.9221771 10.6489074 12.2394618 10.4257678 9.5059028 10.5664782 10.6550573 10.6320007 8.2727469 10.3402248 10.2908126 -0.6815385 0.9035011 -0.6815385 9.4060136 11.9758066 9.2712919 3.2254446 9.2224327 7.2900944 11.1117476 TCGA-IZ-8195 82 0 NA 677 kidney stage ii t2a nx mx 19-3-2015 male 2012 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 NA NA 1 3 4 2 2 2 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2.080784e-06 8.669932e-07 10.1433855 9.8125454 4.6718029 7.4003578 12.4781109 8.9417079 13.7540157 NA 1.1252543 5.6378565 5.7533344 5.7846977 10.3316762 7.3540642 11.5629526 11.4322733 9.9144250 9.1629122 5.8153961 11.1546831 7.1220566 6.1880547 11.9539773 1.8304987 4.6030922 NA NA 10.5758968 9.9623594 7.9250203 4.3748239 8.3644809 8.9090980 8.6843317 8.5920537 10.1836494 6.8748965 5.4154646 6.4743582 9.5618216 5.7373920 7.4501109 6.0004282 11.0918139 9.5088093 1.8304987 9.1851192 7.0847436 9.5809305 10.3243580 7.5355592 7.3435722 11.2931343 8.6884836 8.8398645 1.5674481 0.8304987 9.1312363 8.8134962 NA 4.4154680 9.7243097 4.5309447 10.0641222 5.5853892 9.6205794 9.2256654 9.9258996 10.5498913 7.0203266 16.1290902 8.7612397 9.4779610 3.8304987 10.7177231 7.7253206 5.0784305 3.6467617 9.7192457 10.2106028 8.8767171 9.5193357 8.2055421 9.5606895 9.2803391 6.4452119 14.3263576 10.6178610 NA 11.0037632 9.0366704 7.7090645 NA 10.1035210 12.4472045 7.9597858 8.5424562 7.0070912 8.6140465 10.7637014 8.0847436 8.2287615 NA 9.1066271 1.2455565 -0.7543826 9.6303237 2.0529027 7.7253206 9.6216655 10.7769215 8.7866365 9.3876471 8.9853205 11.1792823 10.0170295 10.2306704 13.5204277 4.9734597 9.6375461 9.9188491 11.6322109 9.4229595 10.5521714 NA 2.7049826 -0.7543826 0.2454957 6.6718043 13.7335056 7.5216648 9.8947962 10.3183426 10.8468466 2.2455261 8.3250248 8.4204656 11.7448876 11.6670789 11.9309305 5.3748239 7.0847436 10.9975024 2.0529027 4.4549918 8.0561115 0.2454957 7.4104471 13.6642492 10.1433855 10.4273135 9.0941630 6.7131459 8.8803510 7.8929987 11.8916757 10.6817311 9.4415273 3.3330086 10.2592745 11.1829139 7.7924344 12.3112927 11.7717947 10.3203505 9.4390654 9.1373237 7.6475289 12.8324971 9.0752628 9.2706796 8.0334428 10.4304153 -0.7543826 7.5447481 10.4167168 -0.7400948 9.3629884 11.1736883 8.5239896 10.1426291 6.5029273 10.3728895 12.2226410 9.6063871 9.6392738 5.3116303 7.3435722 9.8758071 0.2454957 9.9734605 8.3435722 5.2455413 12.5461786 10.1182149 9.7710609 10.4439850 9.4767612 9.1220569 10.9113201 9.1159048 10.3475157 6.6967506 4.8001285 9.6853710 4.1997352 4.9734597 7.7846990 3.3330086 10.7358895 3.9459822 7.0004271 5.0528940 7.8191872 NA NA 11.5178782 11.0953360 10.7895385 11.0617237 7.9632163 8.5191723 6.2990853 7.9320405 10.6265422 10.7413950 9.3553707 10.0285382 10.4755605 4.9459775 8.6485521 NA -0.7543826 9.2706796 8.2981079 9.8547188 7.6926232 9.4003582 10.0625237 12.1023546 2.9459822 10.1843844 12.3181751 9.9197323 NA 0.8304987 NA 0.2454957 6.7691026 13.3415139 9.2679079 7.3693513 10.2987872 -0.7543826 8.7029210 9.0960083 10.3035318 9.2185199 6.8528703 11.1430074 10.0553082 10.3082607 9.5516018 3.9459822 10.0625237 9.0415798 5.1281820 6.3229971 10.3455453 -0.0015243 0.0080567 0.0087528 0.0000000 -0.0063668 0.7356800 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4.6718029 10.7333800 7.0399554 3.3330086 9.0383303 11.6321920 5.7373920 8.9632163 11.5901106 8.6335573 10.8082595 9.1081773 1.2455565 14.0912751 6.5122332 6.1524309 7.9335803 6.6118629 8.4598590 9.7739942 10.1873213 8.4381535 4.8893957 10.8620888 9.4304153 7.7008669 11.0452264 10.1350440 10.9954095 10.5964792 1.5674481 8.8803510 0.2454957 12.3700055 8.5898358 8.0528951 9.0941630 8.2361262 12.2471241 NA 9.1629122 3.0529027 10.4167168 10.3256913 10.7013810 12.5461786 11.5332524 8.4304153 10.3475157 10.6036417 10.3001443 7.4104471 10.3069112 10.5618216 NA 4.5674664 NA 8.3540647 10.7869126 8.8839760 NA 8.7029210 8.7769215 10.4433711 TCGA-IZ-8196 50 0 NA 649 kidney stage i t1a nx mx 19-3-2015 male 2012 NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 246.42.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.4657887 -1.1452862 1.4681662 5.9421110 5.7250131 7.1446674 11.5170945 8.1469703 11.4919527 11.2944795 11.2332144 9.4282959 7.2682762 10.8287046 7.7280926 6.1492695 9.6204983 2.1765781 4.6620061 -0.1452862 2.8546540 10.7750015 9.9520223 8.6195201 4.6875367 8.6523101 9.2264252 9.8468789 8.7296299 10.5620078 8.8742394 5.5411493 7.5021070 10.7357626 3.7126288 6.9207375 2.0245679 9.6409182 11.4796725 2.1765781 10.2132998 8.1190910 9.5428990 10.7975297 8.1989444 1.8546340 11.0169329 8.7764896 7.9017726 6.5341285 3.8990403 10.0420006 9.0056652 6.3058593 2.5550799 9.7017060 0.4395699 9.9044972 11.3569832 8.3037972 11.7345956 13.3574183 10.1532840 7.3303818 15.0611670 8.5411493 9.4739517 4.4396098 10.4339646 8.6539303 5.8433332 4.3640261 10.6494706 9.7712745 8.4582749 9.4489732 10.4306605 8.1073139 8.8102985 7.0444728 12.4829802 11.4405501 0.4395699 11.6020024 9.3107668 8.1561448 NA 8.0018535 12.8550888 8.4711976 9.8454617 7.6061927 9.1720612 11.2307740 9.0182984 6.4740612 2.0245679 9.4216540 NA NA 10.7040537 4.1765781 8.5446465 10.0918586 8.9967556 9.2693338 10.3414837 8.8797882 11.0443867 9.0592198 9.7219273 15.3427555 0.8546340 11.6746061 12.3660307 10.1894805 9.2066921 11.0876690 -1.1452862 2.1765781 2.1765781 NA 7.7912866 12.4256902 10.0689677 7.7883392 7.9367975 9.5910505 3.1765781 8.3899238 3.9421110 11.8260125 10.8669240 11.8803211 6.3465013 5.7001401 10.1686653 1.6620232 4.7853884 6.9421110 1.4396231 9.5542210 12.8211541 9.9214106 11.8041106 10.1561448 7.7585304 10.4930846 6.9579366 10.4300035 6.6875381 9.3534978 4.6620061 10.3987872 9.8066617 9.1754493 12.8567604 10.8825546 11.8301384 9.9807077 8.7308892 8.5292822 11.2947391 8.9180436 10.7802030 9.3140802 8.6506881 -1.1452862 9.0870695 10.7720207 1.8654438 8.4620527 10.8475869 9.3664013 11.4010608 9.1686653 10.6074474 11.4840052 10.2871905 9.0112879 4.9839330 8.6700319 10.0870695 NA 5.4840060 9.1607102 7.3821260 11.8330016 10.3288616 9.4508384 10.0420006 9.6244864 9.4767004 10.7439206 8.8304965 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4.10269172 11.51233174 8.69470855 11.39596003 8.69470855 5.40754650 11.17446903 7.31900910 10.66403531 9.53977008 6.30063078 7.73290478 11.50801043 9.55244682 7.34614492 5.52302241 1.82256701 9.03898262 8.88250703 3.26315463 8.99964689 11.06813604 4.77011545 10.96942473 NA 3.65907970 7.51108372 12.41517382 9.56212277 8.17761986 16.43602748 7.54660975 9.32584128 4.30062895 10.24043586 6.83540747 2.47466966 4.65793149 7.93706951 9.78506628 9.07592432 10.11062542 8.43729308 10.51357898 9.56308680 5.82258230 14.31232377 12.45557851 NA 12.34250033 8.83328322 8.78836761 NA 6.14451142 13.24487339 7.90092476 8.39460674 7.71566827 8.49500874 9.96067228 5.78341213 10.86517294 NA 6.99822146 -0.98478791 8.28902383 8.50306842 1.01521209 8.61699904 10.32129012 10.27320547 8.54855800 10.37552680 9.19140152 11.52153100 9.29831671 11.56813759 13.50895877 1.01521209 8.63676743 9.33037801 11.08702592 8.80149788 9.95847572 NA NA -0.98478791 3.01522993 4.22468088 14.06299135 6.49904381 13.58092552 11.67210012 11.18546643 5.35507971 8.63177730 6.35507795 9.61141807 11.00604144 10.80801871 6.04865034 10.49854030 11.05483288 0.01521209 4.18515295 8.35730303 NA 9.13805647 12.81349765 8.79330547 10.70958626 8.42036997 6.55438778 8.15988647 8.24164048 10.02965345 10.51308021 9.31329098 6.44149344 8.78625558 11.69910027 6.53092753 10.20628754 12.57149494 11.94170973 9.10666370 10.38428039 4.24173343 14.37226485 9.13805647 8.48893430 8.71393290 8.24884789 NA 5.70172924 10.06507693 -0.98478791 10.54093026 10.68897917 7.39026786 9.72603487 8.63728021 10.24464806 11.65230606 10.83221201 9.27687674 3.92212171 8.28201485 9.19264790 NA 9.68145243 7.08669037 4.14451142 13.02697978 11.53952521 9.89481170 9.72517383 9.24764939 8.63910986 11.45011198 10.20319895 8.82419249 7.95774284 1.01521209 9.23922999 2.71567377 3.65907970 3.26315463 2.18516881 10.31558095 NA 9.78175722 5.61514259 3.71566278 NA 1.82256701 11.87650920 11.32129007 10.22285285 12.53142087 8.82419249 4.14451142 5.73166931 6.29135307 12.21964670 9.04865143 8.44568077 8.95186634 8.50908377 8.48893430 9.69206691 NA NA 9.79658802 5.86071951 9.61699923 7.13416959 10.32640904 9.65728004 9.65637695 1.60017459 8.84177692 11.93855589 10.45402029 0.60017459 2.18516881 2.01521209 0.01521209 4.22468088 13.21566727 10.16434042 5.30062895 9.14451142 1.01521209 7.87631557 8.88508439 11.60066044 9.72517383 5.22468088 10.97087831 9.71740105 11.18703065 9.29831671 2.92212171 8.34614537 9.76593531 2.71567377 6.62802260 12.72096876 -6.3489e-03 8.8920e-03 6.9435e-03 6.5262e-03 7.2187e-01 -7.1416e-03 -1.7311e-02 6.7790e-01 -6.5447e-02 7.1104e-02 7.1104e-02 7.1104e-02 3.4728e-02 -3.8571e-02 0.0000e+00 -6.3489e-03 -1.7092e-02 -6.9303e-04 -1.2511e-02 -1.9520e-03 -1.9520e-03 -4.7448e-05 -2.3606e-02 4.1593e-04 4.1593e-04 -1.6653e-02 -1.6429e-02 -1.6429e-02 -1.5741e-02 4.7190e-03 4.7190e-03 5.1359e-03 5.1359e-03 -1.1473e-02 6.7307e-01 -4.9844e-03 -6.5447e-02 7.1104e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.663 0.663 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.722 0.722 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.663 0.663 0.672 0.672 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.722 0.722 0.000 0.000 0.000 0.000 0.000 0.000 10.129621 11.687433 11.004268 12.550625 7.048651 NA 1.337140 9.824996 10.887218 NA 8.352850 7.118517 8.312145 17.756001 7.097377 9.078623 6.922119 6.770115 7.229548 6.244048 9.122445 9.904732 2.600198 11.038636 9.926508 9.012408 5.687654 6.253634 9.329245 9.443589 12.441100 5.969425 7.931108 9.468499 7.799863 9.362850 8.41397227 9.44777031 11.23288322 NA 9.69997701 7.42885592 10.85403836 9.02365706 2.18516881 10.62671436 8.43939458 7.85127868 5.62993941 8.33940911 3.87321277 12.94965643 12.38686892 8.48079464 13.05260374 12.31900912 5.79658737 8.04036809 10.65953537 10.32754411 10.38918109 11.29077094 3.10269172 4.84811713 13.93082772 3.92212171 9.09604596 0.01521209 NA 10.58270916 6.27261672 12.94541130 7.41183296 13.50895877 7.55438701 8.33037778 4.50547813 8.84969940 11.40432189 14.70219391 10.80801871 10.84890910 12.43795021 9.41183318 0.01521209 12.04847931 9.63361393 10.81653259 7.35061835 6.53092753 6.55438778 10.42355811 12.22224271 8.26552691 10.59218501 5.14451142 7.60768539 7.82258358 14.25861178 11.72818519 11.02330679 7.25363290 -0.98478791 NA 8.03759637 12.66684072 9.28067938 6.40754650 9.51806022 11.77761044 10.84732722 8.07321988 11.12080959 3.65907970 10.02225572 8.58887576 3.87321277 8.03203691 10.52719352 4.10269172 6.25363384 11.65185303 9.23439689 10.35841407 8.15988647 2.33716873 14.66448456 8.19386831 6.27261672 7.69622061 7.84811838 6.76342087 8.88096157 9.36395644 8.74357421 7.91609502 11.81126799 8.10798544 5.72947392 12.19327071 10.56067560 9.73290478 9.91684951 2.60019838 9.39026786 2.01521209 11.71629869 6.77677911 6.72258761 8.42036997 9.75359100 11.36257295 1.33714018 8.98389512 NA 10.06507693 10.39406509 9.09070764 13.02697978 11.03724932 7.11851651 8.82419249 11.49803635 9.99035985 7.33715624 10.89059382 10.16814696 NA 0.01521209 NA 8.47465993 12.07261435 6.67344053 -0.98478791 7.87631557 9.25124261 10.02994630 TCGA-IZ-A6M9 63 0 NA 376 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.02584703 9.42125570 8.64171509 4.30543069 9.50706558 8.57409091 8.11792979 10.43162003 7.59083403 10.87680523 9.64171509 3.62736170 10.19842982 7.75499303 10.36125647 9.80368265 7.12816243 7.49129835 11.15609680 9.63186131 7.67699089 5.39289439 3.07097316 8.24794650 8.50510412 5.02789715 8.47535690 9.67175405 -0.01654119 11.47910892 4.81639491 5.53809113 7.88134893 12.93314803 9.16713911 8.90087586 15.77639563 7.87528737 10.30712144 4.56846388 11.27553767 8.08941234 3.62736170 6.23881551 7.25962841 9.87832149 8.94495330 10.51829288 8.75993677 8.85386843 9.62465237 5.72496944 13.27891390 11.64305369 -1.01654119 11.72011700 8.08100934 9.45720951 -1.01654119 6.39289439 12.45936373 8.75993677 8.90979980 7.75168799 9.25379904 10.08416607 6.84148510 7.02899010 NA 6.98912879 2.15341624 8.78763456 8.96364318 2.15341624 8.34105575 9.92161306 10.21472491 7.94060548 10.29978521 9.23498600 11.18237225 9.64883966 11.30091631 13.58492628 0.56842131 9.51617120 10.19295704 10.89114551 10.81044937 9.24794626 NA 0.98353178 2.56846996 1.30544528 5.19295556 13.20040107 11.77751333 6.00587153 11.14053475 10.88210507 4.47535731 8.73672054 3.79085543 10.15342866 11.49723127 10.47065033 6.84148510 8.25263043 10.81401890 3.56846996 6.08153563 9.81322645 0.98353178 8.46126211 12.11905264 9.38438315 11.92858166 8.80687083 6.87832195 9.80048725 8.00587153 11.01534271 5.13325115 9.39077149 6.31442101 9.74987529 9.68220843 6.28728389 11.06098701 11.45695575 12.01140968 8.34544738 9.96322180 4.86222820 13.28292637 8.81164025 8.62193977 8.86919992 10.95935163 -0.01654119 6.81639363 10.10179595 0.56842131 8.06940089 9.71312442 8.46126211 9.80607445 9.71227455 10.30261128 12.30514997 9.95360951 9.68676698 3.98350441 9.71651906 9.42851846 0.98353178 9.58341660 8.06831181 3.37581793 12.40569989 11.64149198 9.58527449 9.89714118 9.91793174 8.41186389 11.58991120 9.97927084 9.58527449 6.40976768 2.68394343 10.03199061 2.30544528 3.44293023 4.89039319 3.30543069 9.86920007 1.30544528 9.17579653 5.83049873 3.68394343 NA 3.84148006 11.75437399 10.54622310 10.40346383 12.82595224 6.75829118 4.50706518 5.57790310 6.86002047 11.75065361 9.87907898 8.26427463 9.48931533 10.11921298 8.03607193 9.80048725 -1.01654119 NA 10.27006144 7.11792979 9.26427439 8.04959265 10.75787899 10.05362469 10.58990886 5.25029084 10.52653553 11.39236412 9.92014157 1.30544528 3.07097316 -0.01654119 1.56846996 3.68394343 14.67854161 11.11471761 5.19295556 9.80607445 2.89038832 7.07096672 8.28956523 10.95755967 9.05630633 5.67000468 11.02892209 9.65327449 10.53280707 9.77385213 2.98349529 9.51683345 10.07758136 3.68394343 8.89285667 12.42190571 -0.00733390 0.00791750 0.00444110 0.00610900 0.86156000 0.00027728 -0.01904000 0.80422000 -0.07080400 0.07225300 0.07225300 0.07225300 0.07225300 -0.01546600 -0.01546600 -0.00733390 0.00791750 0.00027728 -0.01043900 -0.01043900 -0.01043900 0.01936300 0.00610900 0.00000000 0.00000000 -0.00273820 -0.01642900 -0.01642900 -0.01904000 -0.00995650 -0.00995650 0.00986690 0.00986690 -0.01174900 0.81552000 0.00763920 -0.07080400 0.07225300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.816 0.816 0.796 0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.862 0.862 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.816 0.816 0.796 0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.862 0.862 0.000 0.000 0.000 0.000 0.000 0.000 10.8960189 12.1121425 10.9230829 12.1863928 8.2549667 NA 3.0709732 10.5055947 10.9678296 0.5684213 7.9579181 7.2963867 9.4511093 15.4357127 7.6700040 7.5571512 6.2502908 6.1831768 7.4592373 7.5265352 11.0629884 10.0292633 0.5684213 10.3227969 9.0243823 9.7467160 6.2689059 12.9315058 9.6219396 9.2963867 12.7640414 5.7648636 6.9260184 9.3779664 7.7080175 9.2781244 9.35636877 9.92894749 10.82977759 -1.01654119 10.37903780 7.49129835 8.60188924 9.62826125 -0.01654119 10.70503013 8.12049502 7.08679120 5.02789715 8.38651567 6.26890593 12.33692622 12.00066005 9.04284813 13.42456744 12.06432121 5.56846692 7.98912822 9.57409072 8.97785717 10.85540890 10.76977331 3.56846996 5.02789715 13.68616338 4.98350441 7.28728482 1.56846996 -0.01654119 9.58155613 6.74505443 13.61859825 9.53905138 13.58492628 7.55715120 7.41395620 6.09035382 13.70123364 9.62826125 14.42119074 10.47065033 11.20599675 11.67981922 9.35745633 4.76486098 12.01675460 9.72665499 11.13452021 7.95504713 6.28728389 7.67350130 10.20085558 12.24309985 7.60555582 10.41238725 5.64171653 7.60188887 8.52460048 13.68702989 10.96042577 11.63746833 7.75168799 -1.01654119 -1.01654119 8.74006001 12.26180792 10.05477157 7.44293520 9.90236697 11.22727274 11.19265240 9.09202821 11.41107843 4.73838955 11.19660790 10.22369875 4.71142332 8.46530315 11.37767158 8.11792979 8.12561081 11.48707106 8.51877903 10.48235290 9.37474717 2.89038832 14.89975638 8.40392722 6.24089244 6.87224639 7.47134356 5.89039319 8.79246789 8.99473103 8.75082755 6.15342840 10.76116998 8.91424100 5.32335205 12.34681714 10.30599525 9.99612827 11.46757132 4.65592994 9.26311424 4.47535731 12.53427572 6.07096672 6.69086263 8.80687083 10.01042125 11.80408156 1.30544528 8.39289481 2.44294350 10.10179595 10.49278384 9.49723132 12.40569989 9.62735988 8.31889389 9.58527449 11.29383245 10.77751333 9.78440354 10.88663237 10.36828742 NA -0.01654119 NA 8.58155613 12.51707676 7.47134356 0.98353178 7.07096672 8.57782835 10.76813850 TCGA-J7-6720 42 0 NA 0 kidney stage i t1 n0 m0 19-3-2015 male 2010 NA NA NA kidney papillary renal cell carcinoma yes NA NA asian not hispanic or latino 194.47.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.4954517 7.4628760 10.5814178 8.7497002 3.8498992 12.4302131 3.8917205 4.7397185 NA 3.4062918 10.0995006 10.2172496 8.3074007 4.0478350 9.0911111 9.4357453 8.7078802 11.0682130 10.1834492 8.7411467 6.4277721 9.6783156 9.8217807 5.4206475 10.8630986 8.8942933 10.3958856 10.6972328 4.6204163 11.3567609 7.9197834 10.0736169 10.5917626 7.3322917 6.3917935 11.3311762 9.3284903 7.9147212 6.2462523 1.9323636 9.3303923 9.1011726 5.9912543 7.3131833 9.9834192 2.5697827 9.6557379 9.3256326 6.7339793 9.2442356 10.3999668 10.9466918 7.5697911 15.7185061 8.0639327 10.8939718 3.8498992 9.6149658 8.5421555 6.2218674 4.3099474 8.5156529 9.5339258 9.1515298 9.3198999 9.7848041 9.1450604 8.7638444 5.9323612 12.8658880 12.0033767 NA 11.5996700 9.0373968 8.0268786 -1.2375236 6.6511794 12.3066763 7.9816050 9.4313213 7.5889844 9.7944820 10.5181584 7.9864377 7.7022212 NA 9.0843644 1.3473822 1.0843364 10.2043430 3.6204222 8.4008722 9.5314476 9.9090050 8.6420196 10.6549791 9.7624364 11.7450075 9.1472199 9.8820260 14.5049826 1.0843364 9.8412542 10.9295408 10.9010280 7.8839696 10.4259944 -1.2375236 -1.2375236 0.3474389 -0.2375236 6.6990741 13.6125254 10.4134880 11.7544895 10.2952792 10.8868808 5.0662184 8.1823963 5.5826162 11.1028428 10.8699803 11.8460669 5.8604687 9.6753257 10.6389533 4.0103681 3.1547614 5.6079250 0.3474389 9.1493765 13.6495617 9.8325573 10.8611264 9.1482986 7.3436370 8.9936574 7.4489365 10.3780015 10.2110688 8.9398557 5.1887016 9.8658421 10.3753048 7.9621088 11.4015508 11.7880950 12.0395784 9.6188617 9.6211944 7.9407276 12.6742028 9.1407311 10.1045110 9.2732005 7.6297151 NA 8.3679157 10.8670351 1.5697827 8.7201334 10.9470017 8.2741890 10.4975692 8.0911111 10.2562917 12.0281978 11.1800251 8.8530119 3.8917205 7.7875761 10.0251184 NA 9.6227474 8.4988380 5.1887016 12.5427710 11.2290226 9.8197512 10.8150043 8.7931035 9.6887324 10.9764305 9.3604887 10.5339258 7.3808221 1.9323636 10.2522843 6.0008406 4.1199869 7.2053798 3.6204222 10.6258483 0.7624764 8.9448306 5.5306201 3.5173261 NA NA 11.3469291 10.9298545 11.0204134 10.7813319 8.1823963 7.8091514 7.2571323 8.4259942 11.1504536 10.6270093 8.9473117 10.0860541 10.1488377 3.4062918 8.8338986 -1.2375236 NA 10.0690676 7.3093308 9.6204172 8.0268786 9.9032661 12.3483377 10.3131830 1.9323636 10.8978250 14.1472538 10.4264390 NA 4.1887016 -1.2375236 NA 5.1022844 14.6197613 8.5568520 6.5568524 11.3225302 NA 8.2918669 8.7084214 10.1744768 9.4929065 6.9473120 11.5423608 9.8231322 11.0047172 9.5331002 3.4628769 9.3954315 8.6032142 4.5466784 6.6916947 11.5959194 -0.0047079 0.0026357 0.0000000 -0.0031859 1.1177000 0.0178240 0.0109220 0.5411800 -0.0237030 0.0670880 0.0670880 0.0670880 0.0696690 -0.0047079 -0.0047079 -0.0047079 -0.0065220 0.0000000 0.0000000 0.0000000 0.0000000 -0.0027707 -0.0027707 -0.0042929 -0.0042929 0.0178240 0.0220240 0.0220240 0.0185230 -0.0062286 -0.0062286 0.0199230 0.0199230 -0.0040162 -0.0149160 0.0258120 -0.0237030 0.0670880 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.541 0.541 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.118 1.118 0.000 0.000 0.000 0.000 0.000 0.000 11.4286603 11.7705147 10.7242477 13.9703657 8.5649528 -1.2375236 2.6693216 9.4339774 10.2136062 -0.2375236 8.0684978 8.2300421 9.0888659 15.2289111 6.8604687 8.2582914 7.1504541 8.5372234 6.9767554 7.7736634 12.0320013 9.7382843 1.5697827 9.6678233 10.3430434 10.2697354 6.2859977 15.7598363 10.3222913 7.4732430 12.0738937 4.3771446 7.8709608 8.8826742 10.0002437 10.1633157 9.218791 10.042627 9.162248 NA 9.499684 8.728221 8.773663 10.304501 3.669322 10.101173 9.201228 6.942346 5.860469 9.567374 4.971888 13.427606 11.367684 9.600064 13.089919 12.429775 6.093353 8.870961 10.184501 9.772964 10.524818 10.165981 3.669322 8.424215 13.546151 5.751121 10.291379 2.932364 -1.237524 10.478398 7.672329 12.580219 7.914721 14.504983 8.676821 8.326586 5.675085 11.030978 8.384488 12.339865 11.846067 11.985986 12.631452 10.439715 2.462864 10.077586 10.897183 10.540513 8.903266 7.962109 7.417072 9.756790 12.884213 9.702015 11.602427 5.971891 5.962109 8.111164 13.727575 11.363046 11.718268 9.226982 NA NA 7.725332 12.921125 10.868914 7.184501 10.986740 11.6837193 12.4863105 9.3936133 10.5814178 6.1718273 11.3191818 9.1265710 4.8709614 9.5347509 10.7813319 5.4206475 9.4809691 11.8862327 9.7361337 11.3983811 9.9241980 2.5697827 15.0428083 7.4271326 6.4348617 7.9496400 8.5256488 8.2482654 10.1622482 9.0838457 8.9083683 7.2542898 10.4427958 9.7999832 8.7354162 10.5830142 10.3590920 10.7400740 10.7610267 2.9323636 10.6043937 2.2218771 12.2448333 8.2361419 7.3015950 9.1482986 9.4678095 12.6084163 5.8392517 9.6857638 2.5697827 10.8670351 10.7941375 10.8278524 12.5427710 11.4672045 8.8136453 10.5339258 10.7750608 10.7137210 8.5633362 9.6032142 9.9241980 0.3474389 0.7624764 NA 9.0866169 10.3850601 9.0139186 -0.2375236 8.2918669 8.6602819 10.6738283 TCGA-J7-8537 37 0 NA 4 kidney stage iii t3 n1 m0 19-3-2015 female 2011 NA yes 80 kidney papillary renal cell carcinoma yes NA NA asian not hispanic or latino 246.42.0 NA NA 3 1 4 2 1 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.6015429 10.8351543 9.2563583 8.4428141 7.2923226 6.7917099 10.2550218 10.2355124 3.2384506 5.7917099 10.0872147 3.3587479 8.7078322 6.8493200 3.2998601 10.1753497 10.0340013 12.7159500 8.7606534 15.2416833 8.2828498 11.4500266 4.6921761 9.0931886 7.3406023 7.7997019 2.6131073 10.7299603 10.2369849 8.9022458 8.9010081 9.4394077 8.1264045 10.0289104 6.2694820 12.9276181 11.9118032 1.0368198 11.8632115 9.9329241 6.9096507 NA 8.1285218 11.3961321 7.5318774 10.1416826 8.8557235 9.9828509 11.9657843 9.6202807 12.1080925 -0.2850731 9.2598581 8.2167308 1.8848323 10.0446901 2.6217823 8.1599087 10.5346737 9.0888465 10.2443243 10.4851447 9.3784518 12.7846666 9.5960076 9.6588736 12.2661214 2.0368198 10.2331437 10.2804719 10.9547906 8.4118613 10.1768847 NA NA 1.7148829 NA 5.7917099 13.4938949 13.3030813 13.1099592 9.8766555 10.0249384 12.2798768 7.9437121 9.3766718 11.0760151 10.0691431 11.9933432 7.8620986 11.0092273 10.8224378 2.4153260 NA 0.2998308 NA 9.1568006 14.2856685 9.8954246 4.1072108 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7.9816803 8.0921043 11.0413232 NA 8.6950334 9.9177583 9.8873213 8.5697622 7.3515188 11.2749877 10.4818367 11.1085524 9.6187757 5.7592890 9.8885708 9.7372615 4.1411548 5.8255084 10.0385115 0.00541390 0.00295730 0.01474900 0.01670500 0.00861350 0.01447000 -0.00027724 0.20779000 -0.43061000 -0.12797000 -0.12831000 -0.12831000 -0.14400000 -0.40860000 0.00541390 0.00541390 0.01042400 -0.37546000 -0.37290000 -0.37290000 -0.37290000 -0.35931000 0.01670500 -0.36691000 -0.36691000 -0.38750000 -0.37493000 -0.37493000 -0.31221000 -0.37842000 -0.37842000 -0.38378000 -0.36352000 0.00527490 -0.01516500 -0.36363000 -0.43061000 -0.12797000 0.000 -0.312 0.000 -0.371 0.000 0.000 -0.364 0.000 0.000 0.000 0.000 0.208 0.208 -0.370 -0.370 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 0.000 0.000 -0.366 0.000 -0.371 -0.359 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 -0.375 -0.375 -0.128 -0.128 0.000 -0.312 0.000 -0.371 0.000 0.000 -0.364 0.000 0.000 0.000 0.000 0.208 0.208 -0.370 -0.370 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.404 0.000 0.000 -0.366 0.000 -0.371 -0.359 0.000 0.000 0.000 -0.367 0.000 0.000 0.000 0.000 -0.375 -0.375 -0.128 -0.128 9.895425 12.160426 10.003760 13.353386 9.691458 NA 1.036820 9.101834 10.598312 2.036820 9.285698 5.469782 9.154725 16.336080 8.594477 8.679234 7.307351 7.874765 8.755183 8.182499 8.903483 10.756895 7.742800 9.560384 9.315736 10.013529 7.318520 3.669095 11.544418 6.401395 11.279986 3.358748 8.311083 7.311083 6.292323 10.985189 9.6005902 10.2569583 9.6943189 NA 8.9010081 9.9127247 8.2790431 10.8916902 6.4083807 11.2152377 10.7465949 7.3873195 7.1242847 10.1573189 6.3943735 14.4138425 11.3078179 9.4797653 13.8766161 12.3337380 6.9816803 9.1189709 9.8966672 7.8260292 10.7806465 11.2540525 6.9769891 8.7317019 13.1700925 7.0141020 9.8640058 3.2384506 0.7149269 11.6045878 8.4764449 12.6799565 9.1125683 12.2661214 9.9219080 8.7233224 2.5668882 9.7386481 12.0868065 13.7895370 11.9933432 12.1125684 13.5784025 10.0921042 3.5222441 11.4479091 10.6229110 11.8201475 9.6180224 8.6036371 8.0591898 10.4962535 13.0957606 11.1689359 11.4832848 6.0277778 7.6005902 8.9734597 13.6563596 11.4927655 12.4879299 7.9121103 -0.2850731 NA 10.9065699 13.0860578 11.5564345 7.7233224 10.1712481 10.914873 11.158873 9.814899 10.329143 7.486383 8.924347 9.858277 6.554098 9.554885 10.545508 7.797043 4.107211 12.389306 9.226647 10.792043 10.727867 NA 12.891301 8.407143 7.728914 7.098252 8.839015 8.192652 10.385550 10.526670 8.449603 5.904718 11.752441 9.390851 7.362352 10.650795 10.596008 9.233547 10.121099 4.645632 10.261788 3.174327 11.599425 8.569762 3.174327 9.387319 8.885220 11.979483 8.447909 8.997982 3.759284 10.035130 10.049167 10.010089 11.305949 10.389969 7.418797 10.282850 10.170735 9.875030 5.238454 9.254053 9.440260 2.884813 2.522257 2.174311 9.775590 10.778643 9.820148 1.884832 8.695033 7.674896 9.640448 TCGA-KL-8323 57 1 1158 NA kidney stage iii t3b nx m0 26-3-2015 female 2000 NA yes NA kidney chromophobe yes NA NA white NA 226.47.0 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9.9952124 11.5965766 9.3089751 12.1730707 12.4783143 9.1107255 11.1031467 9.6829618 10.4552786 8.6470763 10.6506459 9.9848805 0.9900835 5.9519887 NA 8.7393665 8.9703001 10.3450397 1.9900472 9.2622967 7.7225056 10.4805723 TCGA-KL-8330 44 0 NA 3304 kidney stage ii t2b n0 m0 26-3-2015 female 2003 NA yes NA kidney chromophobe yes 35 1977 black or african american not hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.2685621 6.9293259 11.5015366 9.8931195 11.3151145 11.5358912 0.0713508 8.2832338 1.0713508 13.5854751 9.3037664 8.4222847 9.8420093 9.5199882 13.2253724 3.0713508 9.7525839 9.8477785 10.1961130 12.4377824 9.5561682 11.0295356 12.6867452 9.5890148 10.7795672 10.2153663 10.9838606 5.7437708 11.1377711 10.9699468 0.0713508 10.8384953 NA 9.4539694 9.1332702 9.4343851 -0.9287865 9.1614579 7.3705532 10.3103472 TCGA-KL-8333 69 0 NA 2991 kidney stage ii t2 n0 m0 26-3-2015 male 2005 NA yes NA kidney chromophobe yes NA NA white NA 226.47.0 NA NA 3 1 1 1 2 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.063594 7.408331 12.872016 9.788570 7.238757 9.809975 9.357921 13.974638 8.254456 9.647666 8.767936 10.485522 10.446076 10.877681 11.691141 12.890798 9.810506 10.542259 9.789109 11.222018 5.777746 9.763554 9.011886 5.995163 2.862134 -1.597278 11.128925 10.144924 10.758058 3.490172 8.892555 7.633928 9.494804 TCGA-KL-8334 37 0 NA 2949 kidney stage iii t3a n0 m0 26-3-2015 female 2005 NA yes NA kidney chromophobe yes NA NA white NA 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.5505269 9.4499855 2.7190520 10.2417341 7.1638288 9.7755309 10.1610656 7.3946085 7.0608710 11.7034606 8.7707058 8.7839362 6.0167236 NA 9.8551804 7.6602541 -0.4508730 4.5935151 10.3500186 2.7190520 8.2770391 7.0804999 4.0409713 9.7315999 12.2985691 9.8783544 7.4590119 13.8172951 7.4039868 8.5462984 4.7190410 10.2001703 8.6030447 4.1340813 3.7150257 2.2495667 9.2162303 9.3851691 10.3504229 8.3451582 10.4894322 8.0489647 6.9110624 13.9801592 10.4393829 NA 11.6589493 9.9198060 9.4233317 -1.4508730 4.5491208 12.1581820 8.7922928 13.1667583 7.2460860 5.8529002 11.4269780 9.1601435 6.1334053 -1.4508730 10.4090417 3.8345191 2.5491270 10.3010810 4.1037074 9.1017877 11.1274914 11.3333446 7.7014035 9.7333742 9.0814747 11.9451200 9.8637019 10.8278585 13.6215025 5.5603451 11.7174241 11.3690982 9.9526634 5.1490317 10.2268383 NA 2.2495667 -1.4508730 2.0085586 NA 13.6938168 2.7970545 2.1340895 10.7506300 11.6450102 3.5935091 6.4798562 8.8923045 10.7967496 11.1312607 12.0472985 6.8345204 7.2001708 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1.3564819 9.2676517 8.2338675 10.6382381 TCGA-KL-8335 67 0 NA 2815 kidney stage iii t3a n0 m0 26-3-2015 male 2005 NA yes NA kidney chromophobe yes 27 1961 white NA 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.22678330 6.14517609 11.32465851 8.45159853 15.11997425 11.41600330 8.19127246 12.26915304 10.46076764 5.43406438 11.11231947 8.27682418 11.09320659 9.17611679 7.74655194 5.63842143 9.81814371 11.88312270 7.22338490 11.22763177 1.49543934 8.36377251 8.82189386 13.67296072 11.44358821 11.28798352 3.71785735 0.91050243 -1.08957433 11.39129204 11.11782125 10.52565323 5.38623499 9.97052224 12.70613569 11.86669649 9.05133159 12.14845866 4.46509291 11.02228957 7.32835449 5.43406438 9.41631345 12.71676648 5.56871315 3.55435555 12.22607319 9.16434935 10.95489596 9.75520756 2.91050243 12.18618990 6.39391381 7.41829622 6.79075901 7.04492847 11.82619452 10.41581718 10.11873620 9.42095940 4.46509291 9.75834216 8.42817129 5.31989246 11.87104687 10.45450031 11.38166899 11.05292807 0.49549051 7.62130831 3.36992707 14.00998569 9.30174539 7.31989246 9.40535743 10.43449500 13.32068817 1.49543934 9.83159892 9.85667716 9.86977935 12.14157300 9.14172297 11.81889449 12.48320207 9.51875661 10.85704263 9.95830736 10.74891796 6.93840813 11.09009998 11.30603599 0.49549051 9.97207556 NA 8.85008117 11.19924972 9.48225457 -0.08957433 9.41829643 8.01378940 9.77391377 TCGA-KL-8339 67 1 855 NA kidney stage iv t3a n1 m1 26-3-2015 male 2006 NA yes NA kidney chromophobe yes NA NA white NA 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.359 0.000 0.000 -0.244 -0.244 5.9985746 10.1338656 9.3188803 5.9985746 10.0926964 NA 0.1078218 10.5004785 10.1419236 0.1078218 5.5996570 9.7954705 10.0812615 13.1543021 3.5228467 4.9822726 9.0196947 8.7872832 4.8803917 10.7255768 9.1384705 8.7978012 -1.4771407 10.7558612 12.6606325 12.7198271 9.7866968 -0.4771407 11.0926964 6.6572670 13.1550346 1.6927843 7.6182379 8.1863990 -1.4771407 10.3962848 8.3350182 8.8989662 9.3683308 5.4297298 9.5720087 8.5603879 11.9475320 10.3245492 5.2370856 10.9065451 8.4221977 8.2743847 4.2777319 9.7808178 5.0620008 13.2669914 13.6207495 9.0793469 12.8230503 14.1746493 7.5312692 8.4915076 9.4733967 3.4770426 10.0907968 9.1040415 7.5969821 8.2040791 13.0138170 10.1562902 8.4237076 -0.4771407 NA 10.0216900 8.4535781 11.0702174 8.8231933 12.6680565 8.2541599 10.3640119 6.0121261 11.0843674 9.4821182 13.9223858 11.5127533 6.7755063 13.7542120 10.0201937 NA 10.1264671 9.8402535 9.4828426 9.8430772 9.9730210 7.4387203 9.4587425 13.3028678 7.9301087 12.4199280 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11.5911441 8.6965649 13.1798546 8.3348489 8.5270136 5.7223458 12.2750345 7.4510652 15.2975872 10.9438031 8.1506866 10.8217844 10.2426358 1.9521099 10.8985238 9.7828842 10.1253657 9.1119763 8.1309082 6.0395683 10.1353267 12.2533471 4.8045492 11.2087068 4.9319288 9.7927080 9.6517738 14.1823205 11.1774463 11.2482564 3.4826160 -1.2179270 NA 12.7651735 10.9524180 10.0616976 4.3671404 10.6221710 13.3576010 11.7530048 7.8428758 12.5595380 0.7821569 12.0737823 4.9916352 4.3671404 8.6586967 12.3670027 5.5765947 6.0950636 12.2648568 8.2188916 10.1490485 10.3062318 3.6890755 12.1060791 6.6995516 6.1220307 6.2820264 7.1041081 12.4853265 10.2297798 9.4368160 9.2889835 3.6890755 8.1419293 8.4739233 4.9319288 12.5039200 10.3120984 11.9916333 11.2251234 0.7821569 7.3135615 3.5895358 14.2271928 7.7821798 8.0277324 9.9483430 10.0049023 12.5217496 0.3671474 9.6237443 10.8241812 10.1052347 12.9766290 8.2840171 11.9789357 11.1736921 9.7934073 11.3633805 10.4912638 11.1331191 8.9670553 11.3980394 12.4265995 NA 11.1726310 6.0768006 7.6890706 11.0464319 8.8933155 -0.2177592 9.7515665 9.1495947 9.9879731 TCGA-KM-8438 45 0 NA 4622 kidney stage ii t2 n0 mx 26-3-2015 female 2000 NA yes 80 kidney chromophobe yes NA NA white not hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 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3.41592088 10.73498239 2.12641126 9.37540115 7.33153415 5.71138202 7.76571573 10.03930882 9.44834761 8.77507656 13.54895155 7.21858939 7.82685924 5.00088789 10.56613502 8.16106586 5.22327966 5.32491499 3.04395687 9.54666049 9.06763011 10.18170189 7.24651355 9.33695548 9.08190786 6.59311918 14.25520150 10.28348568 NA 11.03397788 8.92674430 10.31239619 NA 4.68441482 12.77846774 10.11384138 10.79451659 0.54141572 5.38276062 11.40693255 8.48592508 8.46937319 -1.04364592 9.39112263 NA 4.93377562 10.23784499 3.91069429 9.01719036 11.42435475 11.70111816 7.12641952 11.13017161 8.62360609 11.75646413 10.87721955 10.13204404 12.63267199 6.69796143 11.52927051 10.76143214 10.06436541 7.02795685 10.14878733 NA 2.27843087 0.95650278 NA 0.54141572 13.95601012 1.27840114 -0.04349722 11.69078072 11.23755517 2.41592088 6.98440023 8.49176974 10.50097599 10.39632542 11.31717154 7.33587266 5.96772196 10.87498511 3.27841600 4.81447352 2.54146528 NA 9.98647180 13.27701303 9.58585114 9.44332961 9.24074030 5.33153325 9.59764309 7.57854629 10.08253429 5.54145599 9.36482431 10.29578776 9.21935272 12.89368440 7.58585114 9.35309918 10.30245409 10.96527326 7.40357791 9.38275932 7.41514682 13.74398900 9.23958278 9.54708154 12.23189157 -1.04364592 2.86338346 8.60395305 10.33316262 13.81373152 8.99070191 9.76867181 8.70636409 10.12140142 2.12641126 10.77267821 9.33695548 10.83147589 9.90561355 1.95650278 6.14631919 10.01109878 NA 0.95650278 10.01988952 6.08577730 12.14847903 10.63817215 5.72467755 9.65346206 9.77187782 10.63156942 12.06529337 9.56474931 10.23900379 6.95084747 2.76385770 9.97330274 7.66039815 1.27840114 NA 8.57065229 11.92695996 5.06502077 8.57120428 10.69898502 5.78938497 NA NA 11.84960640 10.61604446 10.53297885 10.98474591 8.46824728 8.04393063 5.76178789 9.70216888 10.94766199 10.80433482 8.66902145 9.89313237 7.98991727 NA 9.13142023 NA -0.04349722 9.83837321 5.86338594 9.82454544 8.71471775 10.58357239 9.69880397 14.78259605 2.65693106 9.38066084 8.91214445 9.32281666 NA 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10.7341608 8.6878134 9.5358104 9.3358729 7.5858511 6.6569339 9.6903572 12.5495354 7.3140466 11.2817999 2.2784309 8.0702369 8.3162440 13.7459945 11.2829240 11.3018997 7.4800567 NA 0.5414157 10.5409873 11.4580829 10.5587201 5.6289194 11.3506892 13.10592409 12.67181306 9.07023662 11.80120025 2.95650278 10.73662415 5.98991783 6.09604675 9.63068686 11.82849791 6.46428925 4.24189356 11.88093220 9.28404721 10.97712727 10.21270320 4.16594409 11.52183464 4.84426512 5.27842344 6.78919453 8.68100819 11.40435261 10.42410003 9.58585114 8.79096552 3.34881312 9.51873694 8.07283843 6.54895134 12.16335623 10.15371124 10.45634035 10.24131859 NA 7.90193847 1.95650278 13.52464956 8.58585114 8.90193847 9.24074030 9.23539703 13.22948871 -0.04349722 10.83684330 9.14878720 10.33316262 11.12359902 9.12014429 12.14847903 12.79412244 9.15001988 10.23900379 10.27164405 10.95220512 5.20442247 11.00430004 10.25054086 NA 2.23744135 8.47613093 9.08706498 10.92390452 9.31074387 NA 8.56567333 7.51873655 9.55175190 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10.4100037 7.7594808 3.0640896 9.5108019 9.2955339 9.5235263 7.3461298 9.3486558 8.2946607 4.6046644 0.9266067 9.3876611 3.1896190 9.7403722 6.1203623 9.4926452 9.1745185 1.1896032 7.8334815 6.4994808 9.5324409 10.1020158 7.8358843 5.9533910 11.7201261 8.3461298 8.9969804 3.7339508 3.6046644 9.4757981 6.9220753 NA 5.0640939 9.9124330 NA 8.7390893 6.0884787 2.3050950 6.8014859 9.1005181 9.0975176 6.5413011 12.9786836 8.6158904 8.5398280 5.6490578 10.0034066 8.7556794 0.6046407 4.2278874 2.1896348 9.3007612 8.7720810 10.0012677 8.8726201 9.8006503 9.4517203 6.7994202 13.9350547 10.0686981 NA 11.3184790 9.7613780 10.1399383 NA 4.3860246 12.1555299 9.4176424 13.3625217 7.2521214 4.9265925 11.0442341 9.2193728 6.8329520 NA 9.7969557 -1.3951696 1.7745868 10.6021953 2.3050950 9.1669055 11.5025084 11.8642591 7.6788043 10.0476064 9.3950114 12.1358275 10.0335465 10.2726615 13.7084015 5.7944886 12.1041949 11.5493750 9.9021524 6.0558746 10.1262633 NA 0.6046407 1.1896032 -1.3951696 NA 13.7359171 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10.998322 8.334284 13.708402 8.147695 9.900432 5.960190 11.018291 8.273548 14.133422 12.060898 8.764534 12.941170 10.690799 NA 10.276204 10.299021 10.808011 10.141396 8.390932 6.599016 9.268221 12.821333 7.204576 11.525574 1.189603 7.973169 9.024623 13.278830 11.265996 11.664683 3.774587 -1.395170 NA 12.152160 10.952007 10.872319 5.523527 11.254817 12.5041143 12.9355798 10.2788553 11.9913338 5.0140517 11.3763588 6.2267147 4.1896269 9.8514035 12.1017351 3.1896190 6.9400528 12.5435919 8.9991257 11.4136271 10.6640074 4.3051023 12.1770079 5.8295325 6.8854340 6.7117234 7.0392909 12.0185553 10.4956872 10.7901579 8.9322156 4.4873063 9.1802021 7.9015789 5.9969807 11.4248419 10.3703634 11.7923243 10.7245768 NA 6.2841439 2.0640896 13.7996283 9.7105714 8.9500683 9.7764653 9.8301716 13.3421744 -0.3953593 9.4343857 10.0340697 9.9753503 11.4140292 9.4834803 11.8391810 12.8546652 10.3532751 11.1112185 8.7287841 11.1432593 7.6046629 10.6858135 10.0605038 NA 9.3790465 NA 9.2294584 8.0916184 10.7749010 0.6046407 9.4665254 7.1707173 10.0188197 TCGA-KM-8441 61 0 NA 876 kidney stage i t1b nx mx 26-3-2015 female 2011 NA yes 90 kidney chromophobe yes NA NA white not hispanic or latino 226.47.0 NA NA 2 1 1 1 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.2524190 7.4199728 14.1534939 7.9686259 9.1096646 4.8538709 8.4999722 6.7368308 2.4939803 3.6384562 3.9090146 10.6660077 8.7916542 9.6712270 8.0133478 9.4270742 9.8302571 7.2770809 14.0690086 10.2123353 NA 11.1289056 9.2851278 9.2461869 NA 2.0465260 11.9632084 8.7532462 11.2929314 9.5507016 7.9179997 11.5474470 9.5722134 6.5165195 NA 9.4317888 -1.4127310 0.5870769 10.6551895 2.9794035 9.9078836 11.1411922 10.9369171 8.6423655 9.7756718 8.6612244 11.6975614 9.6511522 9.7651253 11.2086770 8.8736407 10.8712131 10.6246300 10.2648026 6.5354496 10.7466390 -1.4127310 1.1720394 -0.4129231 -1.4127310 NA 12.6930733 5.2309408 1.5870769 10.3051877 10.4497203 2.6745510 7.3749855 7.6718913 10.8299594 10.5025890 11.8413883 7.4199728 7.6342070 10.4179942 3.9446336 5.1869957 3.1106472 -1.4127310 9.7118505 12.9978656 10.2957359 9.8521120 10.0521391 3.1720394 9.5266622 8.1776702 9.7328114 2.0465260 9.3976547 7.6066739 10.5441524 12.3347515 8.5163414 11.0625631 10.5237209 9.6778570 8.7669920 8.8167069 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8.9258194 -0.4129231 8.6355698 9.9594040 10.5607804 10.0923984 3.4450645 9.8937144 8.4758262 6.7620086 4.8724840 10.2059274 5.8444710 13.8166529 11.7615406 9.1008105 13.2564664 12.3418129 6.9836880 8.7227922 9.7253548 5.6423666 10.3039025 9.8672738 11.1010573 6.9446348 12.3214751 7.6877452 11.4239224 6.8678532 -1.4127310 10.6038913 8.0968580 13.0921502 9.2970284 11.2086770 9.4643671 9.5148610 4.3794200 13.0512458 10.3908105 13.9917589 11.8413883 10.8591296 12.4335528 10.5066913 NA 10.0703950 8.8965595 12.1289056 9.6956074 8.5163414 8.0567250 10.0628164 12.9585874 8.7304661 11.5096488 1.3944593 6.3749855 9.2146169 12.3385654 12.0870534 11.9871619 4.4939739 -1.4127310 NA 10.4784870 12.4420488 11.0243123 5.7163654 11.3438478 11.8704608 12.4687706 9.5707893 11.3402998 4.0133461 10.5571889 8.0749228 4.2875240 9.6416873 11.7316027 3.9090146 2.8350145 11.9570838 8.6732193 10.6242867 10.1218723 1.1720394 13.5117564 5.3232836 5.4574465 7.9623616 8.1184646 8.9847577 10.1692250 11.6155071 8.3268636 5.6638996 9.2665631 8.5856735 9.0080958 11.0070432 9.7060240 10.3107440 11.1334952 0.9090434 8.8014022 6.6692323 12.2513625 8.7047261 9.4681970 10.0521391 9.3541583 12.2748961 3.2309408 9.4096538 9.5898981 10.3490497 11.2051794 10.5387320 11.6978926 12.3582630 10.3098906 10.8529910 9.9118261 10.4526887 7.5266620 10.1478935 9.1635674 0.5870769 7.9177313 NA 10.1344596 10.6203202 10.2537508 -1.4127310 9.2665631 8.3064719 9.6969136 TCGA-KM-8442 38 0 NA 1437 kidney stage ii t2 nx mx 26-3-2015 male 2009 NA yes 100 kidney chromophobe yes NA NA NA hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.61945199 8.44550201 3.67941254 9.40517870 9.72610216 10.70498562 8.02953405 9.39798688 8.64336956 3.43147587 2.01646066 9.66450186 6.51362970 11.19552361 5.94718222 9.47928696 9.83396056 2.43148925 8.76127763 7.45938735 10.05901532 10.19012110 8.03510755 6.37984792 11.50192106 9.69037135 8.52687830 5.22589572 0.75343339 9.24365861 8.40446124 -1.56832356 3.78903016 10.30816722 2.95505237 9.40804542 6.92333462 3.60141128 11.03045975 13.68717391 9.44200959 6.69826849 13.65246426 8.09147717 8.62992630 5.07533581 10.45384924 8.64093466 6.27697116 4.44672602 2.43148925 9.86506682 8.76575485 10.54879985 9.55947575 9.70934992 8.79123095 7.18970499 13.43055653 10.01079732 NA 11.66614916 9.92066206 9.68710007 0.43146250 5.48676263 11.95418551 9.42158540 12.16481456 8.46076877 7.50562262 11.47245599 9.48879636 5.41925572 -0.56853750 10.33912324 3.18637378 1.89091357 10.57103273 3.01644283 8.74095791 11.12692718 10.94273991 7.97644555 10.11271981 9.47177112 11.76353893 10.47040041 10.58566658 13.39550633 5.66988566 12.22230738 11.72222026 9.17041809 7.11447635 10.68355541 NA 2.60141128 2.13191868 0.01649632 NA 13.19220135 2.82379011 NA 10.33008283 11.11535330 2.82379011 7.55560299 8.04619145 10.98102542 10.87546094 12.58776756 6.19303247 6.56076386 10.69680343 2.43148925 5.08969305 3.51895051 0.75343339 10.94175110 13.34404333 10.46902839 9.78793340 10.32326512 6.29566793 10.09770547 6.95895864 9.56474569 8.53214355 9.33686847 8.12496858 9.69170113 12.08969289 9.83075936 10.26792631 10.26001460 10.31603348 7.04250645 9.71680266 2.43148925 13.11453083 9.32781377 10.68886922 11.26516213 1.23884799 2.89091357 10.95920272 10.07578838 14.27092265 7.73806726 9.32098530 9.47587546 11.14594157 6.27068591 11.42052103 11.66764513 10.81437554 8.55831509 0.75343339 5.58122770 10.89423928 NA 8.39293130 9.65004468 7.26437128 11.83129335 9.57358849 8.24526271 8.60640706 10.21938394 10.98846635 10.80728383 9.63482938 11.40589597 8.22752112 5.59135329 9.66030009 6.78462830 0.01649632 1.23884799 10.04322556 12.31144749 2.33836736 7.87027347 8.79454291 7.45384924 -1.56832356 NA 11.52489897 10.88372268 10.39437737 11.05536291 9.29256827 9.74286636 5.90786409 8.75903396 10.63421743 11.51446203 8.75453614 9.71283184 8.84827897 0.43146250 8.62992630 NA 1.23884799 10.80189634 8.71572730 9.58945977 8.53739004 10.33912324 13.30266472 11.27265259 2.33836736 7.29566793 9.40230627 9.71746154 0.43146250 1.60141128 -1.56832356 NA 7.23238159 12.89609096 6.65064969 8.63482956 11.61496170 NA 10.12191590 9.27450745 10.72868430 9.88578071 7.80854015 12.01703080 10.44375675 10.12060583 8.99085845 8.02767106 10.73269174 9.75397300 4.07850737 8.48926996 10.10434872 -0.804930 -0.782940 0.064940 -0.823080 0.050819 0.046842 -0.833000 -0.835750 -0.046041 -0.393300 -0.393300 -0.393300 -0.389570 -0.820400 -0.820400 -0.819210 -0.799010 0.049824 0.050366 0.050366 0.050366 0.085365 -0.844960 -0.816220 -0.816220 0.046842 0.013213 0.013213 -0.833000 0.027638 0.027638 -0.818270 -0.818270 0.037791 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9.65608605 9.93878052 10.75284583 10.47177112 2.13191868 9.84140269 8.74889390 7.25484911 5.07533581 9.37106067 5.94718222 12.54920567 12.21928195 9.36147954 13.13246289 13.08135504 6.89908739 8.73982043 10.25126131 4.23883271 9.49420217 10.48845777 9.83928033 11.23238129 12.55050355 7.86402329 5.03139520 6.68414688 1.23884799 8.91831646 8.15599507 12.85741848 9.03139437 13.39550633 8.42300326 9.75284591 6.08997900 11.10920102 9.56076443 14.97896340 12.58776756 8.50696049 11.66599950 10.27107884 NA 10.79150545 10.19801033 9.64458565 9.50562282 9.83075936 6.54000556 9.51761762 12.58906520 7.47587526 11.91062883 4.58123072 7.19966547 8.81410528 13.24032293 10.51761762 11.92295874 4.01644283 NA 0.01649632 12.57151228 11.31336009 10.92883183 5.25165851 11.26239269 12.4154547 13.2742737 10.1409960 11.7470556 4.7168812 11.8678025 8.6554831 3.5607639 9.8248719 12.1984730 6.5136297 3.8238003 12.4346418 8.9570022 11.5535005 10.5002597 3.3856795 12.4352628 4.8636065 5.9152962 7.4017602 6.9112613 11.5005955 10.9545532 9.1687288 8.7857859 4.6409332 9.8016238 9.1644967 6.5812292 11.0330201 10.2882959 10.5242386 11.0941498 NA 7.8785647 2.6014113 13.8764202 9.5445723 7.6163570 10.3232651 9.3613168 13.9938431 0.7534334 9.4935275 9.7278242 10.0757884 12.0403137 8.7879332 11.8312933 12.6293124 10.5285259 11.4058960 10.1314875 11.6156238 7.9392760 10.5802757 10.6728688 NA 9.5256449 NA 9.9127763 10.4505404 10.5344413 -0.5685375 10.1219159 7.5862994 10.6965103 TCGA-KM-8443 57 0 NA 1520 kidney stage ii t2 n0 mx 26-3-2015 male 2009 NA yes 90 kidney chromophobe yes NA NA white not hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.5878567 10.5802458 11.6434911 10.5912265 8.8033042 11.0524058 5.1769570 9.5747239 11.0689393 11.1847187 9.3955127 11.1514351 7.9244699 0.8476763 7.2739187 -1.1523237 -1.1523237 9.4484965 8.0275632 9.3375024 7.9298034 10.3415097 10.0269414 12.0200818 NA 8.0424112 10.4540595 8.3848727 NA 1.8476362 NA NA 7.2612826 14.1048580 6.9191172 8.2570450 11.0540582 -1.1523237 8.7071890 8.9256316 10.0710527 9.8220689 6.2313594 11.9497941 9.9581377 10.2570453 7.6040439 5.4326154 9.7894355 8.9271391 3.5480913 7.0239273 10.1144408 0.00000000 0.00013863 -0.00041585 -0.00041585 0.05765300 -0.00332430 -0.00415460 -0.00152430 -0.00124730 0.00970200 0.01140000 0.01140000 0.01140000 0.00000000 0.00000000 0.00000000 0.00013863 -0.00041585 -0.00041585 -0.00041585 -0.00041585 0.00097064 -0.00041585 -0.00138580 -0.00138580 0.00097064 0.00027728 0.00027728 -0.00415460 0.02988800 0.02988800 -0.00069303 -0.00069303 -0.00138580 -0.00191700 0.00485790 -0.00124730 0.00970200 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.3964763 12.7829115 9.9568321 5.9974008 9.9859262 NA -1.1523237 10.1582671 10.9879600 NA 6.9974019 10.0589343 10.4359004 11.3487451 2.5480913 5.6805438 8.9271391 8.5789734 5.9974008 9.4860903 2.7545455 8.7530412 1.4326388 11.5407056 12.0140387 11.9583007 11.2477332 1.8476362 10.2644519 5.9137439 12.7929966 3.0955869 5.3712173 8.1718348 0.8476763 10.5772750 8.6371878 10.8409466 8.8769414 NA 9.0062641 9.8220689 10.3998430 10.1897290 3.1695883 10.1032731 8.3887509 5.9769364 4.6550083 9.8091039 6.1875045 14.1826259 12.4005635 9.1073976 13.5445132 12.7392482 7.1605370 8.2612821 9.4522075 4.6025400 10.3892350 9.7891128 9.4960119 10.6428823 11.9061535 7.6646379 7.4288551 5.3868144 0.8476763 8.3906862 8.5738725 12.2878746 8.5567382 13.7935096 8.9258051 10.7325880 5.2004494 13.9634702 6.8476537 13.8524453 12.7961894 8.1808097 12.7409558 9.7272376 0.8476763 10.4260270 9.8734859 11.6058775 8.9691879 9.3162784 7.3633542 9.4568330 13.4200585 8.4231937 11.7903502 1.4326388 6.2052068 8.6273737 13.0976677 12.5905953 12.6165623 4.2052048 NA -1.1523237 9.9317983 12.1808097 11.6696275 5.3395080 11.2660340 11.9294706 12.6351488 9.4156104 11.1922276 1.4326388 10.1144408 8.1399759 5.4326154 9.3152599 11.1601090 4.6290127 3.9351203 11.9683733 8.5498270 11.1650669 10.7612918 1.4326388 13.2894962 4.7492446 5.4326154 8.0731267 7.3829300 10.7341130 10.0436416 12.4839334 9.0884456 4.0955785 9.6158387 8.8163210 6.3945484 11.2380920 9.6388173 10.8366940 11.8222482 -1.1523237 7.8783213 2.3070787 13.1655156 9.0943950 9.2644517 9.4003234 9.7695473 13.4560246 NA 10.7230197 9.7835560 10.4349630 10.9107123 10.6533982 12.0645517 12.8083803 8.4660397 10.8413004 9.2226937 10.6053485 8.2947374 9.8497662 9.1272649 -1.1523237 7.8672448 NA 10.0269414 11.1848469 10.5107676 0.4326388 8.7071890 7.5058655 9.0534475 TCGA-KM-8639 67 0 NA 953 kidney stage i t1a nx mx 26-3-2015 male 2005 NA yes 70 kidney chromophobe yes 20 1965 white not hispanic or latino 251.42.0 NA NA 2 1 1 1 1 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179111e-06 4.508365e-07 9.2128074 11.3630911 5.6375262 NA 4.5456039 3.0557683 13.8169733 1.1050075 3.7997505 2.7571086 7.4825506 6.2343135 11.1234288 6.7070664 11.8289345 9.4385047 9.4480568 8.2792424 4.0525637 11.1544895 7.2165383 5.1680403 9.2343128 NA 3.2518705 1.4675925 2.4675925 10.7419134 11.3887797 8.7601770 0.2977197 8.9594531 9.2849388 9.2584009 9.1977870 9.8029903 8.7591545 4.6899924 1.9981233 10.1297737 2.5455978 12.6937445 0.8826039 8.8732143 9.5755434 1.2976610 9.8353787 7.9665597 10.5429305 11.1960873 8.7571066 6.0920911 11.8869211 7.6942799 8.3677961 4.5071286 -0.7022803 9.4800692 7.6263501 -1.7022803 4.9270336 10.1860377 1.6196008 10.4068526 3.1556521 5.6899924 7.6397495 11.1628282 8.4825502 6.3798237 15.0349355 8.6252274 9.9767150 4.4675990 10.0408263 7.6683624 -1.7022803 2.8262536 2.9981233 10.4172646 9.1114560 9.6710839 8.6263497 9.2863595 10.9843942 7.1833714 14.6708799 10.9924681 NA 11.4255081 10.5292531 11.4140189 NA -0.1173178 12.4809226 9.0084813 11.0189877 7.9612332 6.4575467 11.0552733 8.3200428 8.9138929 NA 8.1289821 -1.7022803 0.2977197 10.8175568 2.1050411 10.6461265 11.6566008 10.2109383 8.8769908 9.3818189 6.8251521 11.7752283 9.5796050 10.4240568 11.3432640 -0.7022803 11.1417843 10.6932090 9.8455335 6.7734083 10.6875751 -1.7022803 -0.7022803 0.8826039 0.2977197 NA 12.2421125 3.5071223 5.6552259 10.5600635 10.4531256 2.5455978 8.1337253 8.1741917 10.8182936 10.7655352 11.1449515 6.9451336 6.5168441 10.4822403 0.8826039 1.1050075 2.2976610 -1.7022803 7.8751036 12.2781716 8.9031543 9.8099216 9.5621174 1.9981233 9.4732244 6.8863892 9.9011947 5.7239408 9.3461618 7.2195161 10.8511266 11.2828053 8.5703047 11.3699750 11.3083778 10.4172646 8.9031543 9.5859643 0.1091599 12.6958842 10.0753412 9.8064600 9.3684667 9.8182936 NA 8.1178540 10.3721509 14.2297810 8.8541522 10.7819944 9.0179191 10.9206419 8.0136370 10.5022461 9.1977870 9.8455335 8.3071115 2.4675925 4.7406200 9.8849837 -0.7022803 2.7571086 8.5842327 6.1803190 11.0993833 11.7161864 8.7581309 10.5453058 9.2247120 9.0823098 10.8703515 9.3082029 10.4314594 7.7447578 0.6196478 10.4735363 2.8826430 4.0490818 1.4675925 1.1050075 11.5121458 1.8826430 6.6813790 7.4360494 3.8826333 6.8901317 -1.7022803 12.0512051 10.5723443 11.0236801 10.9283970 10.2135543 9.9509679 6.0062756 7.9013014 11.0997873 10.7411365 9.1579860 9.8632530 11.6539893 NA 8.5842327 -1.7022803 -0.1173178 10.4065260 7.8407068 8.8751036 8.4899675 10.3821512 8.9709839 11.3666211 NA 9.5138144 9.7234154 9.2920285 -1.7022803 2.5455978 -0.7022803 NA 6.5691386 14.1810819 7.9824238 7.2891963 11.3309258 NA 8.7197396 9.0531385 9.8727414 11.0839446 6.8748388 11.6155115 9.9915974 10.5366767 8.3089023 5.8826382 10.0843529 9.0349222 4.3876796 8.2261785 10.5104752 -0.0031125 0.0030164 -0.0115090 -0.0057113 -0.0029086 -0.0019487 0.0014898 0.0120610 0.0302740 0.0574740 0.0574740 0.0574740 0.0574740 0.0134560 -0.0031125 -0.0031125 0.0030164 -0.0117570 -0.0117570 -0.0117570 -0.0117570 -0.0111290 -0.0057113 0.6003000 0.6003000 0.0030164 -0.0096152 -0.0096152 0.0014898 0.0000000 0.0000000 -0.0091642 -0.0091642 -0.0012830 0.0120610 0.5927300 0.0302740 0.0574740 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.593 0.593 0.000 0.000 0.000 0.000 0.000 0.000 0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.593 0.593 0.000 0.000 0.000 0.000 0.000 0.000 0.509 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.601 0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.2269333 12.5191110 9.8034865 12.7709367 9.1787888 NA 1.9981233 10.3764929 10.2553248 NA 6.9665597 10.4512270 10.0089116 15.0062200 5.7895284 6.5737986 7.4295323 8.9797916 5.9197262 8.4948916 4.0790367 9.3386495 -0.7022803 11.4060360 10.9473802 10.4404202 6.0790346 NA 8.0823098 10.1599248 12.6487425 5.3200441 7.4550222 8.2677806 7.2692183 10.5624107 8.2135543 9.9342995 9.6105578 -0.7022803 7.0658588 10.0843529 10.8936317 10.3634276 0.6196478 10.5807633 8.8994457 7.2976747 3.9415289 9.6948147 4.9270336 13.6878775 11.5743809 8.6748854 13.6008492 12.5473810 6.4309710 7.5192620 9.8329503 4.3851411 10.2273032 10.8044783 11.1774496 5.9342995 11.8993297 8.1603121 11.4306566 6.5119945 -0.7022803 10.1451239 7.5922956 11.8929324 8.9981145 11.3432640 9.1001913 9.6218555 5.0910524 13.4916622 6.2749549 15.0977027 11.1449515 10.8462560 12.1608933 10.8094275 0.6196478 10.3688021 8.8464968 11.6085717 9.5882698 8.5703047 7.4800696 10.2041898 13.3837282 8.4912001 11.6774580 -0.1173178 6.4009631 10.2902593 11.8132035 12.4385047 12.1237268 6.1816631 -1.7022803 NA 11.4109287 12.1404181 10.8589462 6.5876935 11.2223019 11.6264901 12.3359938 9.4480568 11.1544895 4.3420711 8.8426395 5.9630116 3.9700990 9.3082029 10.8203177 2.5455978 2.3851273 12.1826019 8.4385045 10.6601667 10.6339025 2.1050411 14.2331853 3.9808113 6.0525615 7.5259162 7.6464032 9.3698076 9.9523110 10.2576623 8.7405977 10.1210421 9.6014557 8.2620159 9.1122573 11.4693208 9.5040789 10.6311098 12.1771624 2.9415383 8.5761245 4.9123864 13.1377860 9.1218381 10.5399559 9.5621174 9.9248394 11.9019965 3.1556521 8.4359469 10.0617171 10.3721509 11.0198421 10.4856455 11.0993833 12.0550649 9.9261204 10.4314594 9.6502702 10.8409074 7.6878438 10.7977699 9.6212927 -0.1173178 9.7183142 NA 8.1848957 11.6270312 9.8416733 -0.1173178 8.7197396 8.8975877 9.6308303 TCGA-KM-A7Q6 36 0 NA 106 kidney stage i t1b nx NA 26-3-2015 male 2013 NA yes 90 kidney chromophobe yes 15 1997 white not hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-KM-A7Q7 45 0 NA 1688 kidney stage i t1a nx NA 26-3-2015 female 2008 NA yes 100 kidney chromophobe yes NA NA black or african american not hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-KM-A7Q8 45 1 407 246 kidney stage iii t3 n1 NA 26-3-2015 male 2012 NA yes 90 kidney chromophobe yes NA NA white not hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-KN-8418 41 0 NA 3935 kidney stage ii t2 n0 NA 26-3-2015 female 2002 NA yes NA kidney chromophobe yes NA NA white NA 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.40751591 0.02672925 13.75811927 9.44454739 8.61290903 9.72366231 9.50312389 13.32408883 0.02672925 10.65999286 9.66814448 9.66392345 11.31863296 9.45156103 12.15350688 12.76970596 9.84367849 11.20950302 8.95150737 11.02730053 6.19662081 10.75971021 9.96969805 -0.55830406 4.53300884 NA 7.93390601 10.80844523 10.55188943 -1.55809164 9.16965272 7.40173456 9.90576756 TCGA-KN-8419 43 0 NA 714 kidney stage ii t2 n0 NA 26-3-2015 male 2004 NA yes NA kidney chromophobe yes NA NA black or african american not hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.2987887 1.8021518 9.8880054 8.4617737 6.5570225 5.6896598 9.1150176 6.1596857 12.9795541 12.3702807 9.2030141 13.0107348 12.6078785 6.5623554 8.3810735 9.2021601 7.6896598 9.9968915 10.9705560 10.2388462 10.5978496 12.1195472 8.7644523 8.8810858 2.5676671 0.8021518 9.6761939 8.2350942 11.4823183 8.6159158 13.0451896 8.5516690 10.0543270 5.5527398 12.1791282 8.6650818 13.8513025 11.5791778 9.0810485 12.2920829 10.4380340 NA 10.5563540 10.3829585 10.6838604 10.1871342 8.3505711 6.8465284 9.5516689 12.7707294 9.5436016 11.1278876 4.6094890 7.1632008 8.3855937 13.5083949 11.4046479 11.9197777 4.2350913 NA -0.5197349 10.5590245 11.7205507 11.0925982 4.2875609 11.3379932 13.1346747 12.9796787 10.0003340 10.8214473 5.6798798 11.4150031 7.3412938 4.0949201 9.4278435 12.4419356 8.8178285 7.1596867 11.6534089 9.0183955 11.5890576 10.8429722 2.4802134 12.8846829 5.5911348 4.3628486 7.3079622 8.2267209 11.7389198 10.6085231 10.3528814 10.2725901 8.3162571 9.7364151 8.8498038 6.9919594 11.6721910 10.2471495 10.3011832 11.0103689 -0.5197349 8.4227212 4.5246028 13.9919771 9.8666079 7.7998787 9.5556856 10.1177688 14.1024586 4.7281328 8.6451133 10.5412401 8.4183160 10.8052309 9.1745645 11.7987493 12.7145000 10.3150726 10.5929718 9.9027970 11.1023339 9.0299911 10.9783078 9.9411743 2.4802134 9.3178345 NA 9.0232384 9.9619757 10.4303979 1.2875905 8.9870098 7.9720596 9.7874073 TCGA-KN-8426 50 0 NA 108 kidney stage iv t3a nx m1 26-3-2015 male 2006 NA yes NA kidney chromophobe yes NA NA white NA 226.47.0 NA NA 3 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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6.2863045 1.7013273 9.0774671 8.9468943 9.0861253 2.2862898 9.7973979 9.3370599 1.8712523 10.0522808 7.6379797 10.3666776 9.8466370 7.4728313 7.5499648 11.6073435 9.7964089 8.1359698 2.6082415 1.0232554 9.1255080 7.9468946 1.5086822 5.7237087 10.0555910 -1.2986727 9.5732469 5.9010141 3.0936616 10.7993244 11.8225514 10.2061607 7.2091365 13.7216706 7.5931252 8.1213019 5.4155863 9.7579795 8.7888045 3.7888005 5.0424386 6.8098659 10.3640101 8.7181499 10.0539369 9.0266471 9.1349271 9.3352452 6.6022089 13.6694684 11.2463061 5.4292611 11.3467749 8.2385600 10.1479080 1.2862898 3.0232731 12.9282054 8.9241367 11.3889361 5.9774654 7.5991869 11.4777747 8.7347648 6.0755112 4.7888058 9.0522808 0.2862898 3.8306204 10.2716718 2.7013494 8.8006896 11.0793655 11.8228752 8.4761289 11.3112130 9.6268961 11.5737626 9.9361591 10.3178906 12.1466152 8.5885621 12.0271207 10.3279634 9.9168747 6.6900259 10.4957575 NA 1.2862898 4.4826999 0.2862898 5.8911664 13.4724700 4.2249046 0.7013273 11.2180266 10.5893238 3.0232731 6.9156607 9.4835210 10.3948287 11.4147282 11.4180111 6.5468312 7.1811224 10.5006233 2.8712720 3.0936616 3.6082297 -0.2986727 10.9907842 14.1832672 9.5231157 8.3737670 8.9083560 4.0936616 9.8973289 7.5778586 9.8216055 5.3012547 10.8737692 8.0142247 9.8451331 12.2021836 7.8687596 9.9337626 10.5904653 12.1479081 7.1971970 10.0521814 5.4296695 13.9906762 9.6283788 9.9988311 10.6992268 4.2863045 3.0936616 10.6537189 9.8408931 13.7938313 7.4757667 9.6104847 9.0028378 11.0771957 7.1484247 11.1270821 10.5569889 10.3830194 8.6936570 2.0232554 4.0232731 10.2745155 -1.2986727 2.1607589 10.1390938 6.2405013 11.7503394 11.3553063 8.0566930 9.0828846 10.0544885 11.2024325 12.1513363 9.9004006 10.1638440 8.6714477 3.3451976 10.3077469 6.1931942 0.2862898 1.8712523 5.4562279 11.7515305 4.1607750 7.5310640 9.2691171 5.5717071 NA 0.7013273 11.3400038 11.3604457 11.7141408 11.2592840 8.2463059 9.9659661 5.2483906 9.7292477 11.2580872 10.7375153 8.3415864 10.0339378 8.5530909 0.7013273 8.8434488 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3.340 0.000 0.000 0.500 0.500 0.000 0.000 0.000 1.273 1.185 1.185 0.000 1.315 1.326 1.309 1.309 0.000 0.000 0.645 0.645 0.626 0.626 0.000 0.000 0.000 0.000 0.000 1.113 0.000 0.000 0.000 0.000 1.216 1.216 1.228 1.228 0.000 0.000 1.272 2.404 3.340 3.340 0.000 0.000 0.500 0.500 6.3808212 12.8937886 9.2607187 9.2453402 9.7395747 NA 3.1607750 10.0411916 10.0309307 -1.2986727 6.3012547 9.5916059 10.5635916 13.7910404 5.5215219 5.7013411 8.2051677 7.9704683 5.7674297 9.1453213 3.7457321 9.3808219 0.2862898 11.0842358 11.5949807 11.4209444 9.9138380 0.2862898 9.6836222 6.8812510 13.4175674 1.5086822 6.3233935 7.7539100 0.2862898 10.5744012 8.6942799 8.5670750 8.7728041 NA 8.8408931 8.2463059 10.5131177 9.6942800 2.9492735 9.9355604 8.1234065 7.0979468 4.7013439 8.8163853 5.7125683 12.2614356 13.9653810 9.1760617 12.4236156 12.3897013 6.6669525 8.9936633 10.7230157 6.3523931 10.2135884 10.9331629 9.7694481 6.1689468 11.8069229 10.8693869 7.5931252 4.5839823 1.5086822 9.3114439 7.4827015 12.7979745 9.2385600 12.1466152 8.5103057 9.2288187 5.8508844 11.4011310 9.3077468 15.1558498 11.4180111 9.2984631 12.6104847 10.0952683 1.2862898 11.9197535 8.7069663 10.5736318 9.2414698 7.8687596 6.1770746 9.4130086 11.9821125 8.5885621 12.8319114 6.9205101 8.3702266 8.5038579 13.8991692 11.0671173 11.4957576 3.5608128 0.2862898 1.2862898 12.5331437 11.5123149 10.6379612 5.0051215 11.1215651 13.0369414 13.1372723 9.3666599 11.4194464 3.8306204 10.8228752 10.0085425 4.3451976 9.9373559 12.0996097 8.9468943 7.7861500 11.3224572 8.9728046 11.0695753 10.1370120 3.5086949 12.3479004 6.9437057 6.0232709 7.8755933 7.4761289 10.5858938 10.8475921 9.9015782 9.3648998 4.9107950 8.9241367 8.1064834 6.0232709 12.1064831 10.4686986 9.8818724 11.4522580 1.0232554 7.7539100 0.2862898 13.9032512 9.0367322 10.0136574 8.9083560 10.0272543 12.8911662 3.0936616 8.8911661 9.9504551 9.8408931 11.0809908 8.4224407 11.7503394 12.5221190 9.7821592 10.1638440 9.5022417 10.7857183 7.1317942 10.4415441 9.9953880 -1.2986727 5.2249046 NA 9.7132678 11.2534584 9.8681324 -0.2986727 8.8098662 8.8241696 8.9867440 TCGA-KN-8427 54 0 NA 30 kidney stage iv t4 n1 NA 26-3-2015 male 2006 NA yes NA kidney chromophobe yes NA NA white NA 226.47.0 NA NA 3 1 2 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 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6.24673110 2.91853889 4.12290459 0.39495308 9.64528069 9.83792574 13.97244055 8.71803688 12.79972464 10.51100117 7.86258777 3.10812296 8.50481303 11.72883639 11.04266547 11.34954027 13.19608427 14.85401353 7.68038414 3.52426431 10.33272382 7.19588201 12.39401328 9.52683919 9.72757828 8.53325419 10.29509426 11.91179025 9.13729166 12.68787610 7.81914828 8.66059710 2.20232368 14.51421477 10.75637777 12.17552198 6.80012335 -1.60515664 NA 10.32608900 13.14616012 11.86512630 6.21516215 11.29188220 11.4285773 11.3824239 10.3286729 10.5655333 6.3316210 6.6381564 7.1861450 7.7281375 11.0886870 12.0800201 8.9976811 2.0954181 12.4955501 9.2653469 11.0742424 10.6312955 0.7169470 12.2329058 8.3509228 7.7459217 7.2997072 7.6357733 8.7689349 9.8973168 9.4633776 9.1186432 5.1364498 8.5661591 8.9253886 9.3131000 12.6608170 9.6309964 5.9799453 10.4817819 3.7872966 9.1837006 8.4664444 12.3302292 9.0823580 3.3491812 9.7320465 9.2443248 11.7167694 5.1498690 7.8064929 3.4393705 11.6136968 10.2373326 10.3264585 13.2194935 10.3704720 6.8043737 10.5841891 11.5983302 10.2745655 4.6238025 10.8183608 11.5382060 -0.6049372 -6.2542894 2.0954181 8.0620936 10.1978378 9.7437104 -1.6051566 9.4339013 5.5447296 10.3970940 TCGA-KN-8428 71 1 1590 NA kidney stage ii t2 n0 NA 26-3-2015 male 2006 NA yes NA kidney chromophobe yes 48 NA white not hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 4 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 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11.7422369 8.7305496 8.3216558 7.9736084 -0.1419394 11.0399047 7.4679258 -1.7269019 4.0010906 9.7650218 NA 9.9649123 6.2331710 3.1800524 10.2432531 8.5550987 10.7468745 10.3979363 15.6624388 7.8804988 7.7789806 5.8730823 10.1284265 8.4330400 6.2675227 3.4775478 1.5950739 9.4561837 8.5883185 10.4527669 7.7140380 9.4210097 8.6296207 7.0146354 14.6139751 11.1080349 -0.7269019 11.7786082 9.9459610 8.4075949 -0.7269019 4.1311532 11.1787438 8.6362084 11.5670715 8.8132967 8.4959637 11.3880498 9.5417107 7.0991774 0.5951217 9.8786483 -0.7269019 2.5211010 10.4688485 4.0805212 9.6957592 11.1227694 10.4614485 8.3632810 10.0392836 10.3672464 11.8251858 9.2568750 10.6038057 13.3347931 1.4430762 11.4281419 11.6073024 9.7595011 8.4267210 11.3721878 NA -1.7269019 1.4430762 -1.7269019 8.4393318 13.8664140 3.1311450 3.0280563 10.6665592 11.3469756 0.8581402 6.6130188 5.2156825 10.9061640 10.5809389 10.6602626 6.5585707 5.5860531 11.1798715 3.4430894 5.5860531 8.3161960 NA 10.7831911 14.5613500 8.3579773 2.5211010 10.7248950 3.4024493 10.1147331 7.1123728 9.0963212 10.2346184 8.4380757 9.1573394 9.0239764 12.1187568 8.2418354 9.9544072 12.1418949 11.0458957 6.7569846 10.5335003 1.1991855 13.0758366 9.9138657 10.2515217 11.9536382 3.7967327 7.1466125 8.1076398 9.5786606 10.9642928 9.9964074 8.4617577 9.7269538 11.2391334 3.7326057 11.0083016 8.9385046 11.4917320 8.0937788 5.2843957 5.5305577 10.8291957 NA 3.2731727 9.8716866 7.1679861 13.3825506 10.4437198 8.5364380 10.1435335 9.8632879 9.9048006 11.1620775 9.3072798 11.7061021 7.9367269 3.1800524 10.5481293 6.2731690 1.8581402 1.2731578 6.5098526 11.5565466 4.1311532 7.2533086 10.9772821 5.1435322 NA -1.7269019 11.7364377 11.1208134 11.1483422 11.9507783 10.8320677 9.5067346 6.5627721 8.8702901 11.4974720 11.9369492 8.9535283 10.8253575 10.3247176 1.4430762 9.1013052 -1.7269019 -1.7269019 11.3558168 9.0247128 10.0450709 7.9260137 10.3496503 10.2309964 12.8136601 3.8878762 8.0692086 8.3934068 7.5281970 -1.7269019 1.4430762 -0.1419394 NA 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-0.979 0.803 0.803 0.000 0.000 0.878 0.878 -0.550 -0.550 0.591 0.591 0.650 0.650 0.752 0.752 0.000 0.000 8.2273652 12.5039398 8.2857934 10.8869583 10.2682292 -1.7269019 1.8581402 10.0760890 10.1890892 NA 8.3216558 10.0284737 10.4437198 10.7854154 5.9526481 5.3921113 8.6846799 6.9561635 5.7243802 9.9917017 8.5469643 9.3216558 2.6654837 10.3199517 11.3976132 11.0879515 11.0606633 0.5951217 10.7807157 8.9007026 12.1271479 4.1311532 6.7769949 5.4127206 0.5951217 11.0961379 8.4935473 9.0487792 8.9088870 -0.7269019 8.1249179 8.1634328 9.8874185 10.2320839 7.0413536 10.5013862 7.7428106 7.6307207 5.2039059 9.4746802 5.4127206 13.0519646 13.1328977 8.9473611 12.5259820 12.7064934 6.5067892 7.0112608 9.6163546 3.6654837 10.3852824 10.0355508 3.9170211 7.5608815 11.9078664 9.1927771 8.2969231 3.4430894 1.0805212 9.3875618 7.7549683 11.1098109 8.8392227 13.3347931 9.0222002 10.4623756 6.2276564 12.9503929 10.2941487 15.3605591 10.6602626 9.6628001 13.4705391 10.7137785 NA 10.8830400 10.3800588 10.0973320 9.8604776 8.2418354 7.3526535 9.8688925 12.3713654 8.0933478 12.4864994 0.2732175 9.4623757 7.8543691 14.6387397 10.8377947 11.5209480 4.5769514 5.3921113 -0.7269019 14.6236073 11.6439924 11.5582661 6.4480948 6.9242211 12.3367324 12.1889548 10.0704250 11.6728473 4.9736067 11.1920320 6.8006463 4.5950978 9.6520055 8.5412194 9.9331647 8.3985821 12.7453475 9.0255493 11.1681760 11.0152676 2.5211010 11.3000380 8.1467820 8.8035751 6.7249163 6.7967301 11.1873670 10.8241560 10.7366931 8.7898339 6.1979813 8.7589980 9.2215361 8.1558120 11.8010123 10.2896289 11.1912866 10.0479559 2.5950978 8.0247131 4.0280563 13.2142448 8.7098803 6.6438562 10.7248950 8.7289480 13.1169427 6.3816935 10.4171897 10.7521911 9.5786606 12.1284266 7.6394912 13.3825506 11.4198966 9.8562515 11.7061021 10.4540103 11.1423308 9.4024519 10.6257640 11.0355509 2.4431027 6.4874880 -0.1419394 7.9822526 12.1017913 10.3823465 1.7326165 10.1493019 7.7730146 10.2508065 TCGA-KN-8429 38 0 NA 2650 kidney stage iii t3a n0 NA 26-3-2015 female 2006 NA yes NA kidney chromophobe yes NA NA white NA 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.93236359 9.89814561 9.90651515 7.34637367 10.50600850 11.61152145 9.44662699 7.94460490 2.47292961 0.47290362 10.00479841 8.47292961 10.79935918 8.52141671 13.57699599 8.42857960 10.34406484 5.81731371 11.91133169 8.38731472 15.91009653 11.89793177 7.91172154 13.25868863 11.07794613 -0.52699243 9.92207829 8.76294837 9.90181315 9.82717897 9.92362550 7.68481804 9.32545927 12.70984077 7.06911890 12.10853217 1.05790077 7.64034762 7.95875917 13.38035178 11.22948596 11.97327364 5.74905418 -0.52699243 0.05783147 13.19866869 11.05906577 11.12733522 5.39179177 11.33769615 11.94992896 13.24941410 10.09360771 11.35957888 3.60220743 11.62061161 4.98072454 4.98072454 9.74847230 12.11823571 4.02751680 6.54439265 12.42965611 9.08303169 11.53125970 10.88867142 2.56039704 11.80971512 7.28735224 7.55241473 7.13488627 7.05412999 11.74030162 11.14380716 9.74264072 9.29310857 5.67260072 9.24936261 8.45020953 6.73031796 11.13648775 9.87807115 11.47732570 11.15130974 NA 6.51732452 2.93236359 13.74144754 9.67505357 8.22781711 10.05976950 9.51486946 14.00814428 1.79485251 10.29788838 10.21397529 10.06865335 11.69402282 9.45806000 12.28610961 12.63492753 10.39253789 11.45770412 9.64660677 11.33335519 8.45877160 10.22070311 11.02151075 1.05790077 10.22396730 8.70535073 8.91483626 7.12899651 11.13426240 0.05783147 9.64598206 7.57096150 10.69964289 TCGA-KN-8436 62 0 NA 1288 kidney stage ii t2 nx NA 26-3-2015 male 2009 NA yes NA kidney chromophobe yes NA NA white not hispanic or latino 226.47.0 NA NA 3 1 1 1 3 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 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9.8611876 5.9554500 6.8196720 7.2756487 10.5787723 9.2485837 -0.4281776 7.7714175 9.2083697 9.8089550 10.5414913 8.0084566 3.4297231 10.9728379 9.5685009 8.8812214 4.8571450 -0.4281776 10.0656004 7.6592082 -1.4281776 0.8936729 8.9270961 -0.4281776 9.0755709 5.9204743 3.5259436 10.4200237 10.4547701 9.6684603 6.6802695 14.1983667 8.4950723 6.2156009 5.3266308 9.4711019 8.4559157 1.1567202 3.9187011 0.1566555 9.1974538 9.3895281 9.9204731 9.9704887 9.7208570 8.9082515 6.5490253 14.7612028 11.0738309 NA 12.1370852 8.9554494 8.5230299 NA 4.1567040 10.8146214 8.0575743 13.0111864 7.2477016 4.7416719 11.4924701 9.2877071 5.1558059 -1.4281776 10.2578077 1.7416611 0.5717253 10.5989599 2.0311834 8.6750329 10.7532079 12.2658852 7.8196727 10.0525352 10.8273637 11.8829001 10.5618490 10.6243130 12.7539066 7.4482617 11.7750380 11.6833698 9.9215791 5.3266308 10.7119357 NA NA 1.8936729 0.5717253 NA 14.4917256 2.8936729 -1.4281776 11.2011016 9.9985339 0.1566555 7.0755711 8.6512297 11.6422015 10.5724493 11.6296759 5.9980104 4.5024834 11.0286128 3.0311834 7.6106639 7.2441707 0.5717253 10.3823167 13.2626706 9.1725870 9.9004199 9.5069101 5.6592082 9.9806055 7.1186390 10.0728159 8.9071355 10.2595581 2.2721725 10.0861682 12.3184693 9.5389713 10.8956442 9.8017654 10.8122383 8.8101497 9.7750930 10.1596912 12.4576320 8.9292972 10.3428217 10.7805891 4.8571450 NA 8.9672793 10.4207591 12.5059132 7.8752745 9.9726245 9.7963497 11.5017431 1.5717253 10.9546392 9.8669400 10.9060183 9.9291486 2.5717496 3.8196682 10.8499041 NA 2.6592167 8.4140954 6.3661613 12.5707761 8.6147724 7.3165793 10.3216145 10.6442127 11.2700156 10.2943903 8.4906082 12.0578258 8.5632668 5.4297264 9.7335067 12.6528123 NA 1.8936729 5.4421108 12.0422768 3.9292987 7.2477016 8.2864885 8.2424015 NA NA 12.0890453 11.2730515 12.1398199 11.7364949 8.0815202 10.9776842 5.4946556 9.4853825 10.9312201 11.6994170 9.5913357 10.4034482 10.2578077 4.7214930 8.7491645 NA 0.1566555 10.2001906 6.4786354 8.9895974 8.5069101 8.8891577 9.1358945 12.2741342 3.3266380 9.3539242 8.1282511 9.2652320 NA 3.9236531 NA -1.4281776 8.6815758 12.8708815 7.1339878 7.7909134 11.7048872 1.1567202 9.9699543 9.1912680 9.2704498 10.1016636 7.3132123 10.9635256 9.7119357 11.4722345 9.6768220 6.3790993 10.3303846 10.2834121 4.2840625 8.4084108 10.2949793 -0.52747 -0.47828 -0.52834 0.77733 0.74880 -0.54421 0.72452 -0.49559 0.64451 0.00000 0.00000 0.00000 0.00000 -0.52747 -0.52747 -0.52747 -0.47828 0.79084 -0.54441 -0.56043 -0.56043 0.75838 0.76312 -0.53662 -0.53662 -0.54421 -0.53032 -0.53032 -0.53409 -0.53348 -0.53348 0.71283 0.71283 0.71886 0.67771 0.74233 0.64451 0.00000 0.171 -0.554 -0.533 -0.533 0.732 0.732 0.713 0.719 0.722 0.678 0.678 -0.539 -0.539 0.742 0.742 0.645 0.645 -0.527 -0.527 0.716 0.716 0.704 0.355 -0.490 -0.490 -0.544 -0.544 0.758 0.758 0.763 0.763 -0.537 -0.537 0.749 0.749 -0.544 -0.544 -0.530 -0.530 0.000 0.000 0.171 -0.554 -0.533 -0.533 0.732 0.732 0.713 0.719 0.722 0.678 0.678 -0.539 -0.539 0.742 0.742 0.645 0.645 -0.527 -0.527 0.716 0.716 0.704 0.355 -0.490 -0.490 -0.544 -0.544 0.758 0.758 0.763 0.763 -0.537 -0.537 0.749 0.749 -0.544 -0.544 -0.530 -0.530 0.000 0.000 1.379122 12.487251 10.389528 7.439024 10.434382 NA 1.571725 10.433220 10.301404 2.379094 5.339928 3.701028 11.012095 8.391924 3.571750 2.893673 8.434382 8.498041 3.819668 9.942977 4.721493 8.353105 NA 10.266538 11.164202 12.447494 10.136371 1.379122 11.072836 6.701028 11.240171 2.893673 5.902662 8.304760 1.156720 10.552955 8.4172352 9.3174194 8.2721847 NA 9.8925455 9.2361924 9.1679347 10.6068878 2.2721725 9.1956266 8.1050746 5.5259404 4.5490222 10.1739799 5.7516538 13.0513990 11.6856499 9.3089924 13.5058966 13.5092108 7.6134042 9.5324711 9.3424090 2.2721725 9.7379081 10.9303962 11.9358797 10.0032427 11.5829723 8.7429218 7.3855259 2.6592167 NA 10.1425495 7.8408717 11.5824479 8.6697773 12.7539066 10.1744439 10.4987822 4.5196425 6.8709528 6.7466702 11.3925223 11.6296759 7.9511232 13.6195932 10.5525986 -0.4281776 10.2024672 5.9640636 9.2765132 10.6753607 9.5389713 8.1472843 9.4703465 13.4156661 8.9990580 11.3378577 1.3791219 6.8846284 8.2599955 14.1563247 11.3224520 12.3613806 3.1567040 1.1567202 NA 10.0388411 11.7052084 11.3695990 5.7214930 12.5606959 12.4286568 12.5432886 9.9911786 10.5182858 2.8936729 11.4326380 5.0953084 3.8936729 9.1937969 11.4562285 5.9554500 7.5259412 12.5201077 9.0115759 10.9060183 10.4176270 4.3266308 11.5857655 4.9659505 6.3199376 7.7967353 7.1109040 11.2632705 10.5295726 10.1923818 8.9906517 3.5717496 9.2894214 9.4397960 5.7516538 11.8567137 10.2339683 9.6391793 10.6515631 5.2582438 7.2156009 1.7416611 12.8893555 9.1215296 8.0188283 9.5069101 8.4511138 11.7187909 -0.4281776 9.7164033 9.8600344 10.4207591 11.8445206 10.6618574 12.5707761 11.6473913 10.7488531 12.0578258 9.9215791 11.4967728 8.6458864 10.6585447 11.7148093 NA 10.0343035 NA 8.7689617 6.4288559 10.7404171 -0.4281776 9.9699543 8.8778068 10.1363709 TCGA-KN-8437 42 0 NA 3068 kidney stage i t1a nx NA 26-3-2015 female 2006 NA yes NA kidney chromophobe yes NA NA white not hispanic or latino 226.47.0 NA NA 2 1 1 1 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.55437780 0.78089798 2.36683974 3.45898563 10.66568997 8.57532481 9.65987944 8.15942080 9.34772411 9.23623620 7.22716538 14.17008315 10.36999826 NA 11.05703335 9.38735112 9.80826212 NA 1.26633680 11.18881401 8.95483578 11.39506660 9.36662274 6.55173748 11.64895979 9.24932943 6.70148807 -1.54119806 9.65127364 0.45901186 0.45901186 10.68328406 4.68779977 9.69798262 11.01931370 10.73510529 8.86943222 9.93420760 8.75360153 11.55933440 9.91687473 10.06769773 11.48947555 8.41026562 10.87018730 10.79213622 9.90503027 6.76731977 10.91507851 NA NA 1.78089798 NA 0.45901186 12.53328960 3.31695667 1.91842440 10.39008768 10.24484200 7.06260745 7.08103278 8.30603799 11.22468131 10.43088362 11.59787657 6.97468073 6.72576705 10.26714061 4.31696391 6.68298195 1.91842440 0.04390439 9.76561215 12.96286868 9.40076205 10.00635736 10.11942245 4.26633680 9.94279657 7.81212788 10.17020036 2.85129930 9.66477401 3.58826489 10.54824924 11.77921728 8.73859154 11.14548138 11.10418895 9.87207983 9.56029997 8.87472259 2.01235413 12.48100182 9.29975866 10.13493785 10.10508953 10.54776907 1.45895939 7.66843403 10.50916960 14.14385546 8.77182980 10.80743237 9.37784409 11.25339671 8.65865315 10.27196030 10.88445903 10.05842880 9.10320675 3.91841486 4.83401842 10.28433714 NA 6.28552984 10.33703177 7.15594854 11.44713293 11.90373693 9.29503122 9.98009044 10.09877377 9.32239284 10.77795569 9.07552969 10.93395424 8.29187104 0.78089798 9.69020196 3.91841486 0.45901186 -1.54119806 1.78089798 11.67238888 3.31695667 6.16633986 10.02834288 5.52506973 7.29818449 NA 11.39304025 10.64075431 11.30721254 10.17193761 9.54179514 10.04638328 5.59935053 9.03829680 10.99158030 11.03357435 9.73626831 10.40552166 11.09492563 NA 7.94078047 -1.54119806 NA 10.25014372 7.80991986 9.11003249 8.26149744 10.33511407 8.85129836 12.69648960 -0.54098814 8.36286260 8.42043061 9.27836164 1.04397437 3.50337418 -0.54098814 NA 7.50337497 12.24453548 7.79437103 8.08830116 11.38934858 -1.54119806 9.42259947 8.89499476 9.67147720 10.37149603 7.42476508 11.91674645 9.83727565 10.37336600 8.60618569 5.53579792 9.95733149 9.11986815 4.72726701 7.70222603 9.78259859 0.00513590 -0.00041585 -0.00124730 0.00527490 -0.00678130 0.00332990 -0.00429290 0.00000000 0.00680440 0.00027728 0.00027728 0.00027728 0.00027728 -0.00203740 -0.00115940 0.00513590 -0.00041585 -0.00124730 -0.00124730 -0.00124730 -0.00124730 -0.00013862 0.00527490 0.00221930 0.00176790 0.00332990 0.00371140 0.00371140 -0.00429290 0.00152550 0.00152550 0.00124810 0.00124810 0.00166420 0.00208050 0.01460900 0.00680440 0.00027728 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.9019240 11.7123852 9.5863303 11.0540051 9.5779220 NA 1.6289135 9.9219943 9.7482044 -0.5409881 7.6853929 9.7310274 10.3522824 14.0733744 3.7069062 6.5464438 7.6289055 9.2436158 4.6087265 9.3568263 4.6488048 8.8372757 0.4590119 10.8475364 11.5697904 10.4014953 6.3416247 0.7808980 8.1919964 7.2566427 11.8419979 5.2138683 7.9427966 8.6475696 4.0135695 10.5717461 8.7116463 10.2719603 9.0700055 -0.5409881 6.9265866 9.4667089 10.8526394 10.4684596 4.5675029 10.5457806 8.8673106 6.5622684 4.9019240 10.2374687 5.4813474 13.9048363 11.6044354 9.4044246 13.2318109 12.6805680 7.1136172 9.6061857 9.3696235 6.1800802 10.2374687 9.5291018 12.5017517 7.4189826 11.8380884 8.4505028 10.6751204 7.6137990 NA 10.5821323 8.8154329 11.6334384 9.2230231 11.4894756 9.3837933 9.8027217 3.3089870 12.7806271 6.8383593 13.9766810 11.5978766 11.0214618 12.2431044 10.9153353 NA 10.3142387 9.4262071 12.1073384 10.4614442 8.7385915 8.1189769 10.2432067 13.1735484 8.7478469 11.9067047 1.4589594 6.9101918 9.6696522 11.8490947 12.0453515 11.9784943 3.4131743 -1.5411981 NA 9.7157793 12.2494312 11.2503452 6.9060644 11.5993313 11.666605 12.692151 9.846998 11.245455 1.266337 9.742069 6.470208 4.567503 9.942293 11.611435 2.706906 2.628914 11.929238 8.364368 10.509850 10.549755 0.780898 12.830689 5.965032 6.310729 8.056903 8.023131 9.155948 10.122984 11.497519 8.367373 7.794371 9.909677 8.611266 8.852371 11.277763 9.615696 10.863324 11.602205 1.458959 8.617591 6.458981 12.554578 8.725767 8.681776 10.119422 9.267937 12.190936 1.043974 9.117192 9.637023 10.509170 11.034520 10.820102 11.447133 12.429985 10.440191 10.933954 9.778653 10.647359 7.398560 10.134938 9.156817 NA 9.030876 NA 7.557013 11.638117 10.527087 1.458959 9.422599 8.662329 9.641375 TCGA-KO-8403 49 0 NA 2339 kidney stage i t1a nx NA 26-3-2015 male 2005 NA yes NA kidney chromophobe yes NA NA white not hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.4817676 10.1510426 7.9011837 3.7520956 9.7993040 9.4507407 10.4957321 10.1702168 9.5061175 8.0623382 4.3214591 2.3828609 9.2304377 7.5326053 9.9174855 8.8395550 10.1186964 9.7367402 3.3828609 10.7883543 7.4843960 9.9316803 10.1961050 7.4773762 2.4983275 11.0406352 9.4061506 8.1130451 9.5138578 -1.2022399 9.4878937 8.0073491 0.3828332 5.6805382 9.7571733 NA 9.1016766 5.9271782 5.1554497 10.0923959 11.5509035 10.2246846 9.0182742 13.5461410 8.0856079 9.0315154 5.0832985 9.7894176 8.7766061 5.1198251 2.3828609 3.2573275 8.8972435 9.1355177 9.9393643 9.1685069 9.7794631 7.7433399 6.7462630 14.0450074 9.9342461 NA 11.4601191 9.7303321 7.7950753 NA 7.1016763 11.5359880 8.7723103 12.6015224 7.9527139 8.0740199 10.9297528 8.5544522 5.1198251 1.6052573 10.1282525 2.6052573 4.6805382 10.4258856 4.4703221 8.6465187 10.8753791 11.3202321 7.7723106 9.7070388 9.2157482 11.9449957 10.2639722 10.3800377 12.9676642 6.1377453 11.2841048 11.2283483 9.6108752 6.2655007 9.9957267 -1.2022399 1.6052573 3.4417490 -0.2020740 1.1198210 14.2154187 1.3828332 2.3828609 11.1107787 11.6311812 3.8422850 6.0552846 9.1433011 10.5573679 10.0410698 11.7427213 7.8504638 7.8693582 10.7275241 3.0458274 2.9678142 4.3828609 -0.2020740 11.1215135 13.8912308 8.9387257 6.0552846 9.7600689 5.2072877 9.8014136 7.1288130 9.2749861 7.1945008 7.9116377 9.1543478 9.5675354 12.5656664 9.2726158 9.7564484 10.2109948 10.2710941 9.0552835 10.0876726 8.3337931 13.6162782 9.2199606 9.8140077 12.3017215 3.8853596 4.2573275 8.9514479 10.0815629 10.7919522 7.3422036 9.7957809 9.1310510 11.5908894 3.3828609 10.7025304 11.3896518 10.9583975 8.7048765 3.8422850 5.6558756 10.7096622 NA 3.2573275 8.5155721 6.7694398 12.1647643 9.5527832 8.7462630 9.5069795 10.6512053 10.0757643 11.2868305 9.7070388 11.0097840 7.5857986 0.7979260 9.6426016 6.0363011 -1.2022399 -0.2020740 6.1815995 11.8160959 4.0073480 8.6449529 10.9040399 4.8853596 -0.2020740 0.3828332 11.1612092 10.8206103 10.6934710 11.3637119 9.9005277 8.3827645 5.5914012 10.2746420 11.0948120 11.1680382 9.3096485 10.7658425 11.2348675 3.5527828 8.2917513 NA NA 10.3898855 7.8906528 9.9303955 8.2157485 10.3762685 10.2491069 13.5947466 -1.2022399 8.9412789 8.6020266 9.2398026 -1.2022399 5.5084255 -1.2022399 NA 6.6433858 12.1314705 7.2937512 7.8174864 10.9371273 -0.2020740 9.1761906 9.1982309 10.7876451 9.9090314 7.1421918 11.5151438 9.9310380 11.3253728 8.4507407 7.0218972 10.3131027 9.3283022 4.0669330 8.5101478 10.7687207 -0.7392700 -0.7097100 0.0144700 0.0164250 0.0068608 0.0151680 -0.7567600 -0.7409800 0.0289030 -0.3081500 -0.3081500 -0.3081500 -0.3081500 -0.7421400 -0.7368700 -0.7392700 -0.7097100 0.0144700 0.0144700 0.0144700 0.0144700 0.0086135 0.0164250 -0.7416800 -0.7416800 -0.0008316 0.0164250 0.0164250 -0.7527400 0.0000000 0.0000000 -0.7429000 -0.7429000 0.0256710 -0.0132640 0.0062481 0.0289030 -0.3081500 -0.753 -0.753 0.000 0.000 0.000 0.000 -0.743 0.000 0.000 0.000 0.000 -0.741 -0.741 0.000 0.000 0.000 0.000 -0.739 -0.739 0.000 0.000 -0.749 0.000 -0.710 -0.710 0.000 0.000 0.000 0.000 0.000 0.000 -0.744 -0.744 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 -0.308 -0.753 -0.753 0.000 0.000 0.000 0.000 -0.743 0.000 0.000 0.000 0.000 -0.741 -0.741 0.000 0.000 0.000 0.000 -0.739 -0.739 0.000 0.000 -0.749 0.000 -0.710 -0.710 0.000 0.000 0.000 0.000 0.000 0.000 -0.744 -0.744 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 -0.308 5.7404095 12.2793168 9.5121413 10.5788455 9.8084238 -1.2022399 1.9678326 10.0529243 10.2503945 1.1198210 6.2573275 10.4654509 10.2152209 12.8806270 5.2408409 7.6148791 8.1576455 9.0170642 6.0925161 9.8264926 6.7922489 9.3017216 0.3828332 10.8562258 11.3212127 12.2597589 11.6917661 0.3828332 10.7264141 11.3236613 12.8851846 1.1198210 7.1107787 8.2917513 2.9678142 10.8115674 9.083298 9.057639 8.716759 NA 9.383797 9.266520 10.824073 9.792956 2.119821 9.371543 9.213637 5.605251 6.367752 9.149939 7.257327 12.539257 13.166061 9.153247 13.156616 13.456339 6.110779 8.443554 8.608467 5.257327 9.367751 8.941279 10.303211 8.827183 12.037196 9.911638 7.017064 3.441749 1.382833 9.883368 7.375324 11.663436 8.910335 12.967664 8.222062 9.629995 6.084130 11.445804 8.932322 14.676617 11.742721 7.549440 13.391695 10.418116 -0.202074 10.631181 8.325373 9.721966 9.480890 9.272616 6.698763 9.498335 12.145379 9.177274 11.822862 4.655878 6.611677 7.823035 13.685976 10.935207 12.014187 5.525815 NA NA 11.898722 11.799832 10.906388 5.643386 10.869023 12.045378 12.858676 9.682829 11.289749 4.257327 11.415593 7.893293 6.017064 9.700271 12.402993 7.532605 7.356316 12.441969 9.195570 11.422006 9.948912 1.967833 12.098391 5.871610 6.155448 7.520293 9.019483 10.511282 10.711533 10.297727 9.242911 5.786581 9.956505 9.301722 6.566080 11.567527 10.522836 10.731586 10.533875 -0.202074 8.562768 1.605257 13.897029 8.832695 7.128813 9.760069 9.399156 13.729972 2.605257 10.516429 9.235648 10.081563 11.744254 10.032114 12.164764 12.940880 9.375325 11.009784 9.919429 10.888399 6.297742 10.515572 10.342860 -1.202240 6.927178 NA 9.610073 11.703945 9.970948 1.382833 9.176191 7.585799 10.038091 TCGA-KO-8404 78 1 325 NA kidney stage iv t4 nx NA 26-3-2015 male 2005 NA yes NA kidney chromophobe yes NA NA white not hispanic or latino 226.47.0 NA NA 3 1 2 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.8158886 9.4548224 9.6951367 11.9175291 15.4096181 8.9289340 7.3423476 4.9142536 10.8311649 8.0517576 12.5932222 4.6981851 1.9402419 10.6951367 9.0972352 10.8185191 8.5209117 9.3568960 5.7027490 6.5758372 12.3510034 11.1437720 2.9402419 11.0928962 9.1483650 8.1101742 NA 9.3985094 9.7383738 8.2952854 9.3177696 7.7767502 9.7420729 11.4488929 6.9010781 5.3000102 -0.8672258 8.6913150 3.1328894 5.2621776 9.3914604 NA 9.8044353 11.1752377 9.5359064 8.3760681 12.7065415 10.4008514 11.4850205 10.5257484 10.9313661 7.5079334 3.7178573 10.7554312 10.0193529 10.7411491 7.9076815 9.9760302 NA 0.1329058 2.5923255 1.4548076 -0.8672258 13.4726051 1.1329058 NA 11.1395710 11.3344056 4.8608139 6.5507468 6.6797883 10.1448203 11.2823238 10.3790410 8.7586030 9.5851355 10.6593935 3.3808264 NA 3.5923255 NA 9.4694009 13.3106252 4.8877836 NA 9.8768871 6.9720975 10.7526557 8.6951367 11.0568939 0.1329058 4.7767515 11.3078199 9.2345942 8.1300737 8.0636318 9.9240571 13.8749931 13.0525025 9.8193948 10.5246749 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9.79464671 12.15322546 9.90784261 11.53005181 2.26327483 7.70620866 7.40076846 13.76171958 10.83350050 11.85889572 5.76151666 NA 0.94133171 11.77561069 12.53449481 10.44907238 5.07062117 10.75912029 12.5270039 12.2533692 9.4190954 11.2255829 6.2542199 10.8915285 8.3904858 5.6417772 9.5914913 11.9397989 9.0576812 3.8955353 12.3758299 8.8926217 11.3201739 9.8787109 2.9413317 12.5638466 5.5606049 5.1892632 7.0127999 8.7243355 9.5140374 10.4901590 8.8193881 9.6605805 7.5523617 10.6026699 9.9539617 7.0910841 11.2839675 10.3863521 10.3196320 9.9816269 2.2632748 10.5652186 6.0074265 13.0057953 8.9692432 8.3400806 9.2722540 10.0180459 13.4755184 3.4649035 10.2593150 8.4251529 9.8984392 11.1018389 9.9462598 11.8072637 12.5763750 8.5869955 10.2491072 10.3770075 10.7837818 6.8897047 10.3250414 9.8406941 3.0287990 7.4089428 NA 10.3027327 11.5798342 9.0885421 0.9413317 8.9692432 8.0524730 9.6356951 TCGA-KO-8406 17 0 NA 2404 kidney stage i t1 n0 m0 26-3-2015 female 2005 NA yes NA kidney chromophobe 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9.8635857 12.3786736 5.9170259 7.2580619 12.5318142 8.8441744 11.6867326 10.4375425 2.3580586 12.5328051 6.9139174 7.0859780 7.1528081 7.7479197 11.7676001 10.5168476 10.6770846 9.9338239 4.5049000 8.4858679 8.9622138 7.0425557 11.0813529 10.0264362 11.3461337 10.9918314 0.1356662 7.5702937 2.9430211 14.1067950 9.7137235 7.7454599 10.0495519 9.6605531 13.9795209 0.1356662 10.4511923 9.6902542 9.9483775 11.8021852 9.0325023 12.0898616 12.6917721 9.8999840 11.3758603 9.2938542 11.1795698 7.1800593 10.5751499 10.4590954 -1.4492963 7.5271235 NA 8.9451655 11.2782765 10.8621673 NA 9.7004499 7.1727545 10.4744017 TCGA-KO-8407 42 0 NA 2820 kidney stage ii t2 n0 m0 26-3-2015 male 2005 NA yes NA kidney chromophobe yes NA NA white not hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 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8.9435349 7.8672398 10.6473215 7.3222436 10.9422529 6.7549102 9.5697559 7.4930444 8.8177710 11.9917288 10.8502545 6.5412531 5.9562914 NA NA -0.1934697 -1.1933047 10.0269220 10.3697399 8.3782962 3.1284749 9.5147653 9.8893579 10.5685103 9.2710895 9.1396989 8.7938078 5.2494871 2.5069827 8.9588285 6.3763998 10.8406548 1.9764736 9.8392781 9.4965416 1.9764736 9.4413546 7.2741489 9.9820932 9.8399667 7.0208633 -1.1933047 11.4469196 9.2016280 8.7980654 8.0473350 NA 9.5705859 8.1988610 NA 5.2822767 9.8427173 2.3914928 9.2832898 5.6891873 5.1103257 9.2722019 13.1693094 10.1165883 8.4157223 13.4709354 7.6074435 8.1640959 4.8065458 10.4281377 8.7607399 4.0544752 4.2179674 2.9764736 9.1329731 9.2212289 10.6307069 8.4647552 9.8170717 8.1239563 6.7134346 13.7813615 10.2928759 -1.1933047 11.5509571 9.8283357 9.9176792 NA 4.2328066 11.7823916 9.4912923 12.3045202 5.1463945 5.8289108 11.2262405 8.4789690 5.2790329 0.3915478 9.9969856 -0.1934697 4.2328066 9.9600956 4.7838233 9.2265037 11.0586177 11.4196424 7.8886927 10.0698128 9.1295983 11.6021187 10.5705859 10.7402343 13.3408465 4.8509394 11.8441764 11.1083256 9.9202859 6.8726330 9.9531123 -1.1933047 1.8065303 2.3914928 -1.1933047 1.6139088 13.7349232 2.6139088 -0.1934697 11.1114653 11.9295333 3.3915065 6.9306652 8.6122876 10.2359504 10.7669077 11.6151660 7.7313564 6.7549102 10.9228876 3.8065406 4.9150667 4.4212502 0.3915478 10.6606328 13.2960153 9.5772075 9.6235273 9.4575953 4.5879050 9.8853616 7.3763989 9.5048315 7.5977062 8.8289114 5.8177716 9.1259223 11.2715998 8.3398732 10.0383648 10.2084897 10.7047671 7.8344496 10.1305441 9.2269776 13.3833822 9.0580261 9.4771999 12.3799541 1.3914928 1.6139088 9.7380198 9.8550306 12.5337568 7.4947940 9.5870835 9.1396989 10.6271215 0.8065303 11.1171564 10.6342833 10.6078478 8.9479738 3.3915065 6.1011647 10.2525931 NA 1.8065303 9.3980660 6.5207884 11.9755291 9.7051451 8.2328085 9.4395388 10.6803722 10.4789690 11.6104971 10.0105033 10.9052337 6.3915065 3.0544665 10.1205603 6.9814691 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10.9827168 9.7119307 2.1284584 9.8177708 8.5207892 6.6203254 6.2328085 8.8233520 6.5813302 12.0975704 12.8182950 8.9777204 12.8973177 13.0524677 6.0159970 7.9714504 8.8275237 3.9764645 9.7051451 10.2938813 10.5534778 11.6126905 12.0624574 9.7563703 7.8093585 1.9764736 0.3915478 9.2913664 6.6891873 11.4345334 8.8940065 13.3408465 8.2031483 9.4869032 5.7488235 11.7229829 8.6784487 14.8856742 11.6151660 8.1194267 12.7108019 10.5454803 2.6139088 10.9489698 8.8846944 9.7881110 9.4974146 8.3398732 6.7194326 9.5805069 12.2600715 8.9163742 11.4849237 3.5069827 7.5412531 8.6567305 13.6270183 10.8584323 11.5930175 6.2577555 2.3914928 NA 10.5739005 11.4707687 10.6318562 5.7254058 10.7898935 12.1894378 12.5238987 9.5697559 11.9917288 5.2159348 11.2908631 6.2494871 5.9150691 9.8358309 12.8011357 6.3763998 6.5614315 12.3246927 8.9839632 11.0043746 10.2010063 2.8065509 12.1617571 5.4480882 6.5000308 6.9896829 9.2536268 11.3011493 10.1983242 10.2684988 9.0615721 4.0544752 10.2551763 8.1284718 6.7838233 11.7681742 10.2375188 11.4324807 10.6664666 1.9764736 8.1837540 3.6645284 14.0207117 8.8065435 7.5069835 9.4575953 9.9894345 13.7846731 3.5614361 10.3398734 9.7888242 9.8550306 11.7034436 9.5772075 11.9755291 12.2586562 9.6990864 10.9052337 10.2338564 10.6628796 7.1103246 11.0296403 10.8866949 0.3915478 8.6649756 NA 9.5454804 11.1677006 9.6433829 -0.1934697 9.1262158 7.6042048 10.1051790 TCGA-KO-8408 47 1 507 NA kidney stage iii t3a n1 NA 26-3-2015 male 2004 NA yes NA kidney chromophobe yes 75 1971 white not hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.645 0.645 0.679 0.679 0.608 0.608 0.000 0.000 3.791856 12.186749 9.699950 6.953745 8.382819 NA 1.791856 10.928848 9.973854 NA 6.340293 10.083719 10.452210 16.501889 4.277286 6.238114 8.578454 8.849308 5.844968 9.421214 3.469925 9.984643 NA 12.403989 11.347213 10.474150 8.789601 NA 8.820869 5.977724 13.478093 1.469938 5.844968 8.388793 NA 9.366262 7.831873 7.891994 9.238114 NA 8.604356 9.806436 10.124565 8.885671 1.469938 9.270829 7.941605 6.937535 5.352571 8.138814 5.599214 11.566644 14.416881 8.091981 12.305190 12.414275 5.169260 7.113786 9.545408 4.791856 10.036935 10.979209 11.262720 11.352190 12.049009 9.418296 7.870809 4.170366 0.469886 8.400666 6.412445 10.441473 9.122774 12.390654 8.267591 8.331016 5.659556 12.685614 7.609481 14.357864 10.885143 7.503352 11.845783 9.413909 NA 11.511588 9.028350 9.775991 8.989565 6.264345 6.546745 9.674500 11.760812 7.382819 11.332954 4.327910 8.612036 8.142355 14.412423 10.558055 11.638601 2.064469 NA 1.054918 8.713103 11.227736 10.454291 4.755331 10.647972 13.359053 12.227111 9.058644 10.997895 3.469925 11.114687 7.315420 5.514324 8.573217 12.009241 8.527921 3.791856 10.000336 9.073556 11.313458 10.423398 4.376818 12.058410 5.828360 3.862243 6.464283 7.400667 10.187606 10.334115 9.556066 9.051845 2.054883 9.418296 8.418297 4.557392 12.856061 10.543401 9.680601 10.022598 NA 7.211396 2.639857 13.911560 7.062386 9.111981 8.211396 10.258093 13.178798 -0.530114 10.178151 9.987599 9.751859 10.710721 8.106554 12.127918 12.764837 9.567961 10.027393 9.948699 10.791294 6.764551 11.931409 10.643606 1.469938 8.184175 NA 7.424126 12.099623 8.844969 2.054883 7.567961 9.011026 9.168634 TCGA-KO-8410 74 0 NA 2670 kidney stage i t1b n0 m0 26-3-2015 female 2004 NA yes NA kidney chromophobe yes NA NA white not hispanic or latino 226.47.0 NA NA 3 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.553952 7.332943 9.630788 9.395643 14.052987 5.229253 9.346596 10.365257 10.200796 10.926220 9.171767 12.167135 13.415795 10.305246 10.399563 9.630788 11.552241 8.547013 10.620248 9.591533 1.988230 8.577299 NA 10.416795 7.568143 10.308942 1.698752 9.205651 9.525992 9.610296 TCGA-KO-8411 58 0 NA 3141 kidney stage i t1b nx m0 26-3-2015 male 2004 NA yes 100 kidney chromophobe yes NA NA white not hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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1.4013574 8.4316355 6.8561030 9.3720847 10.3312550 7.7714274 8.4933647 11.7183519 8.8916002 8.6654699 4.2378620 -0.4060248 9.1360722 7.4978894 -1.4058337 3.8034647 9.7973556 -0.4060248 8.6356666 6.1714370 3.5009040 10.5812361 7.9515598 9.1514712 7.6600972 13.4943084 8.3405218 8.6788160 5.6384012 8.6135983 9.0878630 0.1790014 1.6243349 1.9159415 8.5217857 9.8666374 9.6933554 9.0431564 10.2704055 6.2874945 6.6814703 14.2031287 10.7297169 NA 11.4699489 10.2360232 10.1205068 NA 2.7639427 12.0921089 8.5626744 12.8014796 7.8324122 6.4013625 11.0307192 8.8324125 5.6371987 NA 10.0081643 -1.4058337 2.7639427 10.7488257 1.5940230 8.6614421 10.8016321 11.6671450 7.9863250 9.5188201 9.5232661 11.9658279 10.2178891 10.2279111 13.2873312 3.5009040 11.0346718 11.1768552 9.8513955 5.8419354 9.8484458 NA -1.4058337 1.7639214 NA NA 14.1439126 0.1790014 1.4013574 11.3093262 11.5621344 3.5009040 6.8180095 9.8137812 10.6315546 10.1175696 11.9886552 6.0369516 5.9515598 10.8095407 0.1790014 3.6814718 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11.1707282 7.6761567 13.2455639 11.9886552 8.2540034 13.4412118 10.0081643 -1.4058337 9.1077352 9.6274306 10.5106335 9.7437548 9.5091400 6.5712870 9.2717273 12.7127865 8.1505135 10.9940865 5.3354761 6.1714370 8.0778235 13.2891826 11.2693031 12.0689810 2.6814718 -0.4060248 0.1790014 11.9739275 11.2011067 11.0410831 5.8977874 11.3217154 12.0673329 13.2029555 9.7633063 11.3530636 0.5939752 11.0765635 6.4888251 4.9515598 9.5911872 12.4718669 3.5482023 6.8324128 12.4489714 9.1195284 11.7051433 10.1146263 3.1789695 12.5710192 4.3964609 6.2874945 7.2505751 7.5569037 11.2866231 10.8802766 10.5514725 9.0554872 4.5008976 8.8443059 8.6907226 7.6999160 11.5113797 10.2045711 11.1815508 10.8152927 0.1790014 6.8932154 5.2805073 13.8496279 9.2593436 7.2805082 9.8222251 9.3214772 14.4301566 NA 10.5199329 9.8443061 9.8125709 11.7859922 10.5608735 12.1672998 13.1802024 10.0265496 11.0737879 8.9959537 11.0141573 7.1214848 10.6614420 10.1939205 -1.4058337 5.8034621 NA 10.4512111 11.1999385 10.3409417 2.1789695 8.8770961 7.4827507 10.5031507 TCGA-KO-8413 46 0 NA 2619 kidney stage i t1 n0 m0 26-3-2015 male 2006 NA yes 100 kidney chromophobe yes NA NA white hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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9.0575261 14.0585821 7.8570989 8.8417584 4.9640150 10.4982893 8.3425259 4.6927117 4.4337540 4.8120104 10.2913936 9.1120185 9.7491164 9.9314464 8.8818552 8.9221940 7.0538998 13.0158835 10.8350834 NA 11.2168148 8.5936873 10.4844364 -1.1652079 8.0171258 12.0354766 9.2724833 11.3917161 9.0294879 9.2184354 11.2124840 8.6580983 5.1007674 -1.1652079 10.0344035 5.3582943 3.4196872 10.9526989 5.5071572 9.1834592 11.2643994 11.2815560 8.4567832 10.4857829 9.2324058 11.8866351 9.4911560 10.1067777 12.5582855 4.6160930 11.5024947 11.4325510 10.0368550 6.7050960 10.9952329 NA 2.6420777 -0.1652079 -0.1652079 -1.1652079 12.9781144 2.1566555 0.8347112 10.1293519 10.7427484 3.6927173 7.5282181 9.3651376 10.5347374 11.4220399 11.7787990 7.8403556 7.9536721 11.1442075 4.5071540 1.4197007 1.4197007 -1.1652079 11.0288724 12.5380941 10.4499010 10.2329405 9.1977708 4.6927117 10.1729105 7.5455375 9.5407435 7.1015177 9.2849115 6.9168803 9.8340829 12.5726123 8.3816256 9.2119418 10.0785002 11.0638504 8.6864802 9.7066364 4.4597070 13.4386473 9.5045020 10.0484430 11.0279485 4.2609967 0.8347112 8.3504309 10.0276404 14.2237871 7.1750265 9.9653018 9.2641378 11.0805810 2.1566555 11.4528872 11.3107179 10.7246154 8.0517196 4.0441843 5.2776761 10.6384587 0.4196468 6.7830978 9.3064065 5.9327628 11.5438150 11.2599471 8.7004643 9.7112481 9.5871118 10.4271883 12.0893834 10.2243625 10.3984041 8.5264746 0.8347112 10.1067777 6.7830978 1.4197007 -1.1652079 5.4136685 11.9594987 4.1566555 8.3641618 7.3166517 4.5351696 NA NA 10.9288089 11.2021459 11.0186767 10.7085597 9.2324058 9.7903302 5.9698757 9.6020881 11.2356106 11.0566204 8.2356108 9.9426020 9.8927230 2.6420777 8.6177293 NA -1.1652079 10.0731359 9.5168480 9.8906914 8.4982892 10.1160817 12.0133960 12.5282182 -1.1652079 8.8736502 9.9742825 9.2075962 1.4197007 5.3738883 2.1566555 NA 6.7889271 14.0425844 6.7889271 6.9996382 11.6319874 -1.1652079 8.9895492 8.7549353 11.0347102 9.5256022 7.5728237 12.1970860 10.0096569 10.0891693 8.8208433 7.4196939 9.6825715 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7.1247500 10.2951870 10.4767829 13.4026944 6.7355980 7.6258944 8.3043732 8.6128084 7.0046564 9.1544032 4.5896197 9.5098061 4.2941649 10.3375630 11.4064033 10.7371063 9.7521033 -1.1652079 9.7127822 8.1678868 13.3018196 3.2270479 5.7535938 7.7416220 NA 10.3320841 8.7219519 8.9844783 8.7874723 NA 7.9432556 9.4839874 10.0276404 9.8647085 1.1566555 10.0985872 8.5592451 6.3425263 6.0046564 9.0183666 7.7654684 12.8405312 12.7247104 9.4893673 13.2367440 12.2743024 6.4929427 8.1476140 10.3607413 6.8954274 9.8605628 10.9403123 9.5360377 10.0611434 12.5600974 10.6453028 8.2054184 3.6420892 -0.1652079 8.4234458 7.6612800 12.6123975 9.0538998 12.5582855 8.3365686 9.1566593 5.9381234 12.7154626 8.0850294 13.5344121 11.7787990 8.8262529 11.4358055 9.7838284 0.8347112 11.2588975 9.6169103 10.5382022 9.3484588 8.3816256 6.6160915 9.7097125 12.6383578 9.7625091 11.7634346 1.8347112 8.5071564 8.4102703 13.6383366 11.1698423 11.7524762 3.6420892 -1.1652079 -1.1652079 10.7023960 11.8727928 10.5778616 5.2941612 11.0093449 13.102469 12.728128 9.469542 11.340791 5.244122 10.637248 9.454951 6.201054 9.770633 11.953208 5.576199 5.845959 12.043251 9.063550 11.573457 10.414990 1.419701 13.028026 5.032242 4.507154 7.462411 8.844560 10.357803 10.824126 9.732577 9.043624 6.922194 10.423446 8.412160 7.143070 10.902502 10.392195 9.477685 11.157223 1.419701 8.718902 5.024555 13.767295 9.517726 10.066552 9.197771 10.043788 13.075224 3.964010 8.681789 9.786016 10.027640 11.062949 9.401736 11.543815 12.894160 9.237743 10.398404 9.761768 10.573904 8.205418 10.104442 9.291085 2.294165 9.065952 NA 10.792196 11.174773 9.983843 1.642101 8.989549 9.100346 9.347472 TCGA-KO-8414 50 0 NA 2368 kidney stage ii t2 n0 m0 26-3-2015 female 2006 NA yes NA kidney chromophobe yes NA NA white not hispanic or latino 226.47.0 NA NA 3 1 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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12.595443 9.192438 10.105257 10.151310 10.457444 6.771046 11.383894 10.292974 -1.300448 8.514966 NA 8.432599 9.201450 9.222165 -1.300448 8.341635 7.682577 9.610226 TCGA-KO-8415 44 0 NA 1739 kidney stage i t1 n0 m0 26-3-2015 female 2007 NA yes NA kidney chromophobe yes NA NA white hispanic or latino 226.47.0 NA NA 3 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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NA 4.9865657 10.8737598 2.6888741 9.0376126 5.4789621 3.1039172 9.0853179 10.1039219 10.5587353 6.6963792 14.7564308 7.1262894 8.8008895 4.7763462 10.9846534 8.1860711 3.3518544 3.4522923 3.1039172 10.2775990 8.8754115 10.6022726 9.2058976 9.5238822 7.5427139 6.2838310 14.5406010 10.7598998 -0.8962003 10.7991502 8.5766332 8.8654732 NA 1.6888965 12.2343316 8.8181674 11.3500687 8.7657002 6.9926653 11.2319163 8.1592043 5.7016017 1.1039340 9.4658657 5.7621335 5.7763462 10.4437720 1.1039340 9.7341890 11.5786419 11.2428337 7.9987399 10.9681081 9.4822168 12.0655435 10.2111390 11.0427664 12.3496232 6.5715282 11.1458001 10.9505876 10.0257629 6.4258503 9.9399723 NA 1.6888965 1.4258352 0.6888517 0.1039340 13.4928137 0.6888517 NA 11.4805900 11.2819643 4.2332055 6.8654735 7.9926653 10.4202035 11.4884359 11.3691912 6.0926071 6.8250211 11.2937465 3.6888853 2.1039340 4.4962386 -0.8962003 9.5613028 12.8711753 9.7576627 9.8470733 9.1221221 4.6274843 9.6537066 7.3182409 9.8474689 3.2738441 8.6604281 7.9865651 9.3992202 11.9886648 7.1262894 9.2637934 10.4168049 11.5029328 8.4526502 9.7965374 6.2467444 14.1625902 9.4603740 9.7683693 12.2664706 1.6888965 1.9112697 9.4348388 8.6274839 11.9065251 7.6328840 9.2434732 8.9193052 10.2523985 4.8852815 10.5618158 10.4636715 10.9576213 8.9321696 3.2738441 5.3327402 10.0961522 1.6888965 0.1039340 9.5705083 4.9112745 11.6313989 11.3270186 8.5937698 9.3962436 10.0639239 9.8034944 12.1854270 10.0862026 9.8190259 8.8470733 2.1039340 10.2606371 6.9804389 -0.8962003 0.1039340 10.4908191 11.1996486 3.2738441 8.1207304 9.4426806 4.5301894 1.1039340 NA 11.5013292 11.2612689 10.8778853 11.0497315 8.8687935 8.5322823 4.9651332 8.1039219 11.4365180 10.3979683 8.5069339 9.8258756 7.9987399 NA 9.4247225 NA NA 10.2111390 6.6353031 10.1400956 8.5385502 10.0070507 11.0624746 13.2900362 1.6888965 8.2637931 8.8918244 7.3182409 -0.8962003 1.6888965 -0.8962003 NA 6.4348384 12.3674846 7.1966788 5.5633534 10.8766489 2.5633534 8.5592494 9.0693456 11.3354432 9.4235941 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-0.346 -0.346 9.061024 12.674371 9.857139 8.380046 9.470244 NA 3.563353 10.287557 10.594477 1.425835 7.700112 9.134589 10.620607 13.641565 4.804363 6.980439 7.591762 8.013815 6.872106 8.690762 4.627484 9.228043 2.563353 11.693573 11.359387 10.754076 11.899962 0.103934 10.010813 6.673777 13.914991 1.688896 6.762134 7.542714 2.563353 10.609734 7.9368122 8.4213344 9.1753844 NA 8.6077475 8.1966793 10.2568405 8.9911426 2.2738441 10.0272494 7.9957055 6.4789621 5.0346603 8.5217743 5.5301863 12.0908306 13.2178269 8.5776278 12.6901754 12.1777288 5.4258487 8.9193052 9.6709272 6.4077028 10.2869369 10.2098304 9.4940909 8.6546686 12.1532600 9.0940259 7.4258503 2.5633534 0.6888517 10.1476328 6.6661643 11.6652099 8.6176497 12.3496232 8.4145347 8.8130058 5.1309432 13.2508883 8.0869154 15.5423402 11.3691912 7.8885570 12.3758226 9.7886705 -0.8962003 11.2377063 8.6313990 9.4778746 9.7877939 7.1262894 5.9987393 9.5280882 11.9527405 8.3985428 11.1262897 3.8588066 9.2587401 7.8386316 13.9504221 11.4426583 11.2863163 4.5633534 0.1039340 0.6888517 10.9197055 11.4658657 9.9185045 4.5301894 10.6382248 13.2064718 12.5121190 8.9650088 11.1168956 4.0581173 11.3512561 7.5301870 4.9368122 9.4735193 12.3945715 6.6430813 6.9556708 10.9842708 8.9431258 10.7337339 9.9842708 1.6888965 12.0568452 6.3551678 5.3518509 6.6888839 7.6196221 10.9541088 10.4471076 10.1081424 9.8467450 4.5957722 10.2396312 8.9193052 5.4437724 12.3986863 10.3996909 10.0309591 10.6353034 -0.8962003 8.5816804 2.6888741 13.6451547 8.4526502 8.3893242 9.1221221 10.5430256 13.7421881 1.6888965 8.6077475 9.8470733 8.6274839 10.8449675 9.7947929 11.6313989 12.4854649 9.4713366 9.8190259 10.4224647 10.6718780 7.0108123 10.9148951 10.4642204 1.4258352 8.3683646 NA 8.4897842 11.8894950 9.0653717 NA 8.5592494 8.6945090 8.9256960 TCGA-KO-8416 41 0 NA 1873 kidney stage iii t3a n0 m0 26-3-2015 male 2007 NA yes NA kidney chromophobe yes 27 NA white not hispanic or latino 226.47.0 NA NA 1 1 1 1 1 1 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0 0 0 0 0 0 0 0 0 0 2.115464e-06 8.323135e-07 9.700578779 10.173536232 8.244402370 -0.996253861 11.230625436 7.685587699 14.114012996 NA 3.074865038 6.849101047 6.710970320 7.080426362 10.112788995 7.849101047 12.203130236 11.852234191 9.796401617 7.325539326 5.771795803 11.002554224 10.080426895 6.300528282 13.075576334 NA 5.784969800 NA 4.861593157 10.519311118 10.108210009 8.106898941 5.003611231 8.458938477 9.319892685 11.288435335 11.823391205 9.619240954 9.219144314 4.861593157 7.676036749 9.331163952 4.618320892 12.717105165 11.053119484 10.298806183 9.768482925 5.232430521 11.004667534 9.019026327 10.509422797 10.458938477 7.106898941 7.138037263 11.006387586 8.916500530 8.413002061 5.307392093 0.003602237 9.104273488 7.849101047 2.704053025 9.537914144 10.291900613 1.003602237 10.716997751 5.810967438 5.003611231 7.919490852 14.933863486 10.324975723 9.087090451 15.417338338 8.242016030 10.754736796 4.957807832 10.377563893 7.334528053 6.823790114 3.914822808 8.966507182 9.477317094 9.293630049 9.807742272 8.529132223 9.321023873 9.279735694 6.183520259 12.924894339 11.451211112 0.003602237 11.910877515 9.823183627 8.425675814 NA 5.810967438 12.920796836 8.323283591 9.392704880 7.178537380 8.765162422 10.547126468 7.852234230 11.301937338 NA 9.012039801 0.003602237 -0.996253861 9.707514783 7.515363959 8.408752615 9.856920816 10.205122564 7.934348421 10.099008336 9.417239239 11.696492619 9.046638660 10.467646405 12.718500683 5.429877032 10.407155893 10.225198397 10.605382008 10.379736614 10.118654841 -0.996253861 2.810957159 3.758495069 1.325559113 6.438239615 13.768120047 10.924336276 13.540890327 10.156529851 10.926195685 5.361164771 8.091074072 5.232430521 10.275657781 11.595367335 11.845749438 8.728125275 10.586694010 11.235732324 7.260999485 2.463046938 5.717857348 0.588612707 9.003611231 13.281479795 9.470197626 10.041844336 9.333407632 6.588573732 9.755991977 8.260999015 9.411070274 11.792737310 8.681330840 8.400215986 9.688114427 10.657352038 7.391628543 11.202670058 11.345963753 11.509918821 9.210625566 9.362262535 6.661893509 12.578441263 8.838082271 8.915003340 9.270397889 7.734930410 NA 7.037034027 10.079758763 4.021977123 9.137280135 10.907869568 8.178536882 10.998671729 8.922474394 10.237230878 11.433541002 10.132250112 9.148944778 4.003611231 8.227613056 9.728977590 -0.996253861 9.285541395 7.588573732 5.647467061 12.637514657 11.251242139 8.881662172 10.490948824 9.891593407 8.842815137 11.011987336 9.456881904 10.432494819 7.836501087 1.325559113 10.367198495 5.957807832 4.091073543 7.983750648 2.910502426 10.302246613 3.395926512 9.706649690 6.765960332 5.173535233 NA 4.325537527 11.386505432 10.740435917 10.280317247 11.816189683 8.579150348 7.116415704 6.550660606 8.962164064 11.269226285 9.841239135 8.738320978 9.373208611 11.305678914 5.898428465 9.354550454 NA -0.996253861 10.162220990 7.178537380 9.301673834 8.710970320 10.471216832 13.462594521 12.674378133 2.325530332 10.145718336 12.918743703 9.965060880 NA 3.003620225 3.861588194 3.910502426 5.003611231 14.542618564 10.421990947 6.069700019 11.244700623 0.588612707 8.746762531 9.032719103 10.434586426 9.146994485 6.904478077 11.017282865 10.302819278 11.425150167 9.746762699 3.910502426 8.616479740 9.730680879 4.079147671 8.015202047 11.198368116 -0.00097017 0.27490000 0.29024000 0.29167000 0.41128000 -0.00526100 -0.00946020 0.29326000 0.00346870 0.11511000 0.11806000 0.11806000 0.12226000 -0.00097017 -0.00097017 -0.00097017 0.27490000 0.29024000 0.29024000 0.29024000 0.29024000 -0.00526100 0.29167000 -0.00571930 -0.00571930 -0.00526100 0.00000000 0.00000000 -0.00799150 -0.00346270 -0.00346270 -0.00360110 -0.00360110 -0.00318590 0.30218000 -0.01505400 0.00346870 0.11511000 0.000 0.000 0.000 0.000 0.295 0.295 0.000 0.000 0.000 0.302 0.302 0.293 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.301 0.301 0.000 0.000 0.275 0.275 0.290 0.290 0.000 0.000 0.292 0.292 0.000 0.000 0.411 0.411 0.000 0.000 0.000 0.000 0.128 0.128 0.000 0.000 0.000 0.000 0.295 0.295 0.000 0.000 0.000 0.302 0.302 0.293 0.293 0.000 0.000 0.000 0.000 0.000 0.000 0.301 0.301 0.000 0.000 0.275 0.275 0.290 0.290 0.000 0.000 0.292 0.292 0.000 0.000 0.411 0.411 0.000 0.000 0.000 0.000 0.128 0.128 10.1884866 11.4694327 9.9965496 13.2843820 9.0411581 -0.9962539 2.0036022 9.4854107 10.5540791 -0.9962539 7.6438562 7.0259789 9.0884196 16.4298023 8.0804269 8.9880296 6.5114064 7.9284236 8.3367667 7.3523392 12.3245528 9.7709681 2.5885647 9.6063101 9.8147210 10.1615897 7.6936089 10.8728195 9.8991865 10.0183291 12.1173485 5.4130016 7.0148384 8.5447079 7.0588933 9.7709681 9.793144825 9.671609706 9.743391935 NA 11.035656967 8.009235745 8.456881698 10.056858370 3.091073543 10.024591179 9.557240627 7.178537380 7.495464127 8.809355274 7.495464127 13.015711977 11.104930430 9.287857103 14.034364593 12.543012433 5.836502350 8.724710292 9.695354805 11.638875896 10.235432451 10.530599464 5.957807832 7.227613056 13.742284107 4.957807832 9.365554977 5.690112544 0.003602237 10.525211683 6.758499066 13.951202532 9.544707931 12.718500683 8.806127465 6.946126102 5.823790114 11.326384430 11.667836301 12.786200003 11.845749438 11.531332574 12.672828524 10.174788021 0.588612707 11.044243421 9.578204729 11.023201977 8.143162775 7.391628543 7.807742594 10.009235745 12.318052894 10.052098080 10.843208712 6.963612838 6.270398122 7.311949892 13.584249054 11.187866761 12.410613394 8.393780415 -0.996253861 NA 11.065994712 12.624976352 10.458825416 7.246785244 10.252724676 11.6356977 11.2170193 9.7964016 11.0025542 6.5349923 10.2215690 10.5024605 4.9808890 9.2130646 10.4612486 4.6183209 8.2008280 12.5106514 9.8459617 11.1495434 9.7230001 2.0036022 14.4589064 7.8205307 6.8301602 7.4261389 8.5715672 7.9044781 9.4934592 8.9243214 8.6164797 9.1722835 10.8173925 9.4640672 7.9284236 11.0297888 10.4924556 10.6077011 10.5451919 0.5886127 10.8189946 6.7849711 12.3698597 7.1884870 7.1884870 9.3334076 9.5994748 12.2840921 8.1634826 9.8245879 5.4465540 10.0797588 11.0452054 9.5349926 12.6375147 10.8870182 8.1068989 10.4324948 10.6132517 10.2615883 8.5193111 9.6909869 9.7298294 2.0036022 -1.7823970 NA 10.2919006 11.7796576 8.3699336 1.0036022 8.7467625 8.0452704 10.9894532 TCGA-KV-A6GE 65 0 NA 885 kidney stage i t1a nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 325.39.0 NA NA 1 3 4 6 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1.907385e-06 6.935946e-07 9.6038529 9.6290855 7.3248007 NA 11.3612017 7.5984895 13.8767157 1.4099068 1.6888965 7.6767032 6.5253940 8.0368429 9.8263627 7.6798228 11.8871694 13.1034766 9.6435368 6.9848263 3.5798439 11.5554246 7.8583777 6.0633584 10.4295077 0.8249715 6.2678972 -1.1749471 2.8249511 10.6471269 10.3886275 8.6610049 6.2761654 8.6813800 9.1480093 10.8525150 10.6250455 9.1355672 8.0392739 4.4973824 13.0093650 9.0073489 4.4396630 10.4584038 7.1378375 10.6475253 9.0846979 3.2172773 10.1709141 7.6983984 10.3001813 10.2231638 7.3287799 7.3168074 10.9702180 9.4341332 8.2064977 5.2512192 3.0728775 8.6720119 9.0209419 3.8249511 8.1558711 10.0675332 0.8249715 11.3329969 -1.1749471 4.8473205 7.7907388 10.8407180 9.7460515 7.5630468 15.3269627 8.0752529 10.7049206 4.6578458 10.5451988 7.9948795 3.0728775 5.2595813 10.1731294 9.6218054 8.7964981 9.8473224 8.6625826 9.6617939 9.0270783 5.3485157 12.7033887 10.6238313 NA 11.4925096 9.0583224 6.7791507 -1.1749471 4.8022346 12.9710458 8.8263626 8.7645336 7.4396647 8.8950754 10.6067241 7.1149729 11.6271316 NA 8.7091252 NA NA 9.7979343 2.6323148 7.8556216 10.4042705 10.4624851 8.2761658 10.7239338 8.7864043 11.4362283 9.6790437 10.4052131 13.2292313 3.4099204 10.2898678 10.6906878 10.8445452 11.7824194 9.8809148 -0.1751100 1.8249715 1.9948693 1.8249715 7.2258340 13.7659104 10.8700316 14.2936422 11.2759080 12.0418519 3.0728775 8.1513840 4.4099204 10.4052131 11.7477247 11.3170581 7.8964172 8.0940814 11.0423064 3.1468833 0.4099068 7.0246266 1.1468507 9.8937328 12.7493959 10.1138205 11.8696901 9.0258533 6.0344072 9.9490758 8.4742105 10.0630845 11.1028231 8.2678981 6.0246277 9.7891870 10.5188770 6.7615925 10.3509646 10.6825468 11.8785411 8.5596643 10.1944428 6.7987375 13.1769979 8.7864043 9.5279930 8.8050941 8.6594255 NA 6.7733212 10.0501620 2.6849309 9.8242499 10.8819308 8.3367074 10.4624851 8.9097629 10.3986017 11.1118010 10.2951049 9.5802094 3.4688049 8.5980938 9.3795434 2.1468833 9.5494684 7.2129720 3.6323148 12.3693153 11.4894018 8.9334791 9.8679818 10.0258531 8.5865058 11.2869429 9.4341332 10.6578445 6.1736831 1.4099068 10.1270221 5.7075966 5.0435414 8.0846979 1.6323148 9.8410663 1.1468507 7.9282424 4.9554756 4.5253924 NA 3.5253924 11.6596231 10.5881669 10.6786539 12.3836144 8.2364654 5.7674694 6.2582475 8.1126668 11.4433400 9.9308630 8.2905207 9.1457551 10.2590614 9.8604410 10.3990749 -1.1749471 NA 10.3679864 6.7791507 9.4341332 8.5647352 10.7174974 8.4688106 10.1155494 3.9124199 9.5972691 11.9367422 10.0893971 3.9124199 2.4099068 -0.1751100 2.7318349 4.6323089 13.8528605 11.5258277 5.0344094 10.1468826 0.8249715 8.1978197 8.4524884 10.6953192 9.2247665 6.3641136 11.0160138 9.4506634 10.5989179 9.9441097 2.5253924 8.5201830 10.1327245 3.5798439 7.7301005 12.6303961 -0.00318590 0.71697000 0.76255000 -0.00738010 1.55320000 -0.01216200 -0.00055444 0.77964000 -0.01697900 0.24653000 0.24653000 0.24653000 0.24653000 -0.00429290 -0.00429290 -0.00318590 0.71697000 0.75876000 0.75876000 0.75876000 0.76255000 0.00055459 -0.00083160 -0.00747200 -0.00747200 -0.00871460 0.01502800 -0.00650500 -0.01374500 -0.00830050 -0.00830050 0.00791750 0.00791750 -0.00649460 0.78571000 0.00875900 -0.01697900 0.24653000 0.000 0.000 0.000 0.000 0.760 0.760 0.000 0.000 0.000 0.786 0.786 0.780 0.780 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 -0.777 0.000 0.723 0.723 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.553 1.553 0.000 0.000 0.000 0.000 0.247 0.247 0.000 0.000 0.000 0.000 0.760 0.760 0.000 0.000 0.000 0.786 0.786 0.780 0.780 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 -0.777 0.000 0.723 0.723 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.553 1.553 0.000 0.000 0.000 0.000 0.247 0.247 10.2848983 11.6893342 10.8950754 14.0226703 8.8050941 0.8249715 3.4099204 9.9438955 10.4691263 NA 6.7791507 8.2945964 9.0929117 14.9592806 8.1149734 7.3087704 6.2843864 6.6578443 7.0633595 7.3327491 10.7231780 10.5193124 0.8249715 9.7121751 9.7296870 9.5236592 4.8473205 11.1855273 9.3006880 7.8720783 12.3762999 5.3327509 7.0917411 9.0846979 7.4023837 9.1999940 8.817893 9.441503 10.173683 NA 11.036843 7.676703 9.331758 9.605494 1.146851 9.971523 9.862501 7.928242 5.743817 8.114973 7.308770 12.292433 12.033341 9.371849 13.833821 12.469261 6.332749 7.589826 9.733347 8.532313 10.470163 10.066938 4.891045 6.933479 13.581198 5.943896 9.712937 -0.175110 NA 10.131016 6.619370 13.131942 9.727330 13.229231 8.579842 7.546054 5.954752 10.253838 9.984826 12.298026 11.317058 10.768934 11.896752 9.555425 4.251219 11.390295 9.661794 10.497380 8.114973 6.761592 8.164804 9.863874 12.145473 8.584843 10.959381 6.447006 7.360230 8.423007 13.212191 11.136419 12.729025 9.612041 NA NA 9.385287 11.987031 10.417201 7.186899 9.900434 11.6335165 11.1825065 9.6435368 11.5554246 6.4023828 10.4382836 9.7318451 6.2086597 8.6242362 10.5480267 4.4396630 8.1378375 12.2455687 10.0657458 10.6949338 9.1468825 3.0728775 14.9021040 7.8846504 6.7075980 7.4431566 7.4322847 6.3247998 9.1103567 8.6095895 8.6447345 5.7197721 10.6837126 9.2925600 7.0392733 11.7816937 10.3548731 10.9416234 10.9213402 3.7791546 10.2715209 2.7318349 12.3714161 5.6193690 5.9848263 9.0258533 9.6490540 12.2713917 3.8693483 9.5914835 NA 10.0501620 11.2722961 9.6063142 12.3693153 10.8788804 7.9848257 10.6578445 11.2223618 10.2601039 7.8389751 10.0841093 10.2354059 3.5253924 0.4099068 NA 9.3814605 12.1469207 7.3910090 -1.1749471 8.1978197 7.6483216 11.0362345 TCGA-KV-A74V 40 0 NA 347 kidney stage i t1a n0 m0 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 344.34.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.9591317 9.8619755 8.1260901 -1.2577350 8.7661403 6.8226702 14.3244984 0.3273425 1.4670186 8.1432653 5.6965809 6.7867806 9.8825766 7.4566312 12.1015864 13.9362192 9.1108922 7.6096649 2.8298496 11.2774182 7.4462893 5.6492763 8.9819845 1.0643310 5.9712055 NA 1.7423943 10.5788308 9.9154383 8.7409765 4.4703091 8.6250290 9.2805748 10.0733028 9.2292209 9.6432527 7.8535217 4.5237438 12.1702225 9.4787878 4.2969713 9.7232394 5.3862419 11.2573464 8.4634851 1.3273425 8.5561669 6.8768116 9.6914830 10.6571447 6.6250293 6.4905782 11.3105795 9.5279283 7.6790240 4.4972738 6.1770148 8.5545631 9.0427384 2.0643310 6.4288861 10.3311005 0.3273425 11.3490224 6.7310705 3.8716663 7.8111640 12.4744473 11.4236243 8.2201442 15.4538243 7.9591320 11.3887196 4.0643138 9.7522145 7.9783999 2.8298496 4.6095422 10.1930816 10.3357256 8.8404179 9.8567789 8.1453978 10.6823323 8.7813050 5.6003679 12.6046358 10.7689093 3.9903105 11.6351184 9.4778657 5.5752760 NA 4.5237438 12.8965711 7.8587301 9.0161815 7.7895095 8.4306361 10.3287566 7.9663878 14.0672749 -1.2577350 9.2130447 -0.2575626 NA 9.1443319 1.5497185 7.0866819 10.2747418 10.7891688 8.5171729 9.0393021 8.7139295 11.9621171 9.2796043 10.6845338 12.4869044 0.3273425 9.9687379 9.9542741 11.8430482 10.7525643 10.0811223 NA -1.2577350 1.3273425 1.9123050 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10.0626223 8.5006093 9.0877911 10.4423920 8.7494133 9.9944599 NA -1.2577350 10.1759713 7.3970217 9.3422987 8.1644504 9.8496029 7.7619767 9.8509103 -0.2575626 9.1010370 12.1690437 10.4054992 0.3273425 1.0643310 0.3273425 1.3273425 4.3273496 13.0740033 10.7744316 5.8509094 10.0682535 NA 9.1389905 9.2955543 11.0535665 10.2561135 6.7867806 11.1037814 9.6537779 10.8803376 9.5147004 3.2018220 7.5941350 9.7367393 4.1347056 6.4030956 12.3861294 -0.0260700 0.7129700 0.7542700 -0.0064070 0.7636400 -0.0012876 -0.0064070 1.4590000 -0.0360330 0.2019300 0.2019300 0.2036100 0.1986900 -0.0260700 -0.0260700 -0.0260700 0.7129700 0.7542700 0.7542700 0.7542700 0.7542700 0.0077378 -0.0064070 -0.0104100 -0.0104100 -0.0012876 0.0012077 0.0012077 -0.0064070 -0.0077884 -0.0077884 0.0077378 0.0077378 -0.0066834 0.7621100 0.0128940 -0.0360330 0.2019300 0.000 0.000 0.000 0.000 0.744 0.744 0.000 0.000 0.000 0.762 0.762 1.459 1.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.824 0.000 0.713 0.713 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.199 0.199 0.000 0.000 0.000 0.000 0.744 0.744 0.000 0.000 0.000 0.762 0.762 1.459 1.459 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.824 0.000 0.713 0.713 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.199 0.199 9.826530 11.744674 10.227209 15.806529 8.228215 NA 5.990313 9.632650 10.509838 NA 8.265948 9.016181 8.629607 15.681713 6.510570 6.364438 7.172839 4.673121 6.258085 7.126090 11.054418 10.915751 1.549718 9.597254 9.920739 9.690753 4.649276 5.764755 8.974807 6.575276 12.047158 4.625031 7.733907 9.587092 6.055269 9.506428 8.4720068 9.3781041 10.5270207 -0.2575626 9.6775509 8.2776612 9.7605861 10.1223057 2.0643310 10.6586386 10.3589348 7.9591320 5.3273496 8.4323836 6.3570963 13.6715056 11.6634829 9.1239289 13.6542927 12.3683230 7.1389905 7.1087084 9.6612492 7.9148132 10.7124917 9.4445586 4.1347056 6.9903139 14.1707133 4.5497431 10.9000486 1.9123050 -1.2577350 10.8228703 6.2737676 12.4529771 8.8271944 12.4869044 8.7591941 7.9831772 5.3593033 8.0370066 10.4604906 13.3072499 11.1121032 10.7993622 12.7382413 9.6142911 0.3273425 11.6487128 10.1157949 10.4023817 7.5400474 6.8084752 7.8057813 10.0398753 12.5222078 7.7758091 11.1837739 6.3046279 6.4077215 8.8098202 13.4184068 11.5357860 12.4426088 9.9778018 2.0643310 -1.2577350 10.3108170 11.8833754 10.3481802 7.8665074 9.8984690 11.2568534 11.5625648 9.1108922 11.2774182 5.7081707 9.9926843 8.5138752 7.0507248 8.3441565 9.4015076 4.2969713 7.7785595 12.8702972 10.6088921 10.7884867 9.3653529 2.6492706 14.7073359 6.7663063 5.9807908 7.4959701 6.7480103 8.1174254 9.3112919 9.4427822 8.8533520 5.6003679 11.4114924 9.0788924 7.7339074 11.5483312 10.1733611 10.1925662 10.3880443 0.7423512 10.9368350 1.9123050 12.1254664 7.2969749 6.7310705 8.7466064 8.7566157 12.7569295 2.2018220 9.7132107 1.3273425 10.2639863 11.5370048 9.4488820 12.9166094 12.0358575 8.0324045 10.6368247 11.4884803 10.2615307 8.6158301 10.2566068 9.8864067 0.7423512 4.6965837 -1.2577350 8.6112085 11.5420196 8.2422319 -0.2575626 9.1389905 8.1260901 11.3082020 TCGA-MH-A55W 50 0 NA 1043 kidney stage i t1b nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 281.43.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.0141589 8.3916230 8.6700493 2.0553345 4.1257255 9.7488263 9.2686868 4.7778037 6.5278273 10.1117062 4.0553432 9.8208741 10.3117841 9.0303275 10.3499509 8.7695850 10.8366991 7.5471922 15.4304603 8.4816041 10.4816042 4.1928412 10.4005229 7.7778057 1.3183458 4.3772695 8.5567785 9.7886937 8.0553394 9.4459383 8.8831586 8.7334113 9.6251950 5.1257296 13.2654019 11.5539892 NA 11.2740238 8.8683253 8.9306279 NA 7.6641486 12.6459265 8.7078260 10.2322606 7.5726153 8.8626944 10.9501572 8.3627679 9.2100968 2.0553345 9.2880002 NA NA 10.6515292 3.3183747 7.9574132 9.8932827 9.6611893 8.7474317 10.9170467 9.5726152 11.7828413 9.4493734 10.1459812 13.7413146 1.3183458 10.9597392 11.1187345 10.6463007 9.1062763 10.4596295 NA -0.2665589 NA NA 5.5913922 12.7649402 12.9086490 11.3786194 9.4234093 10.5796852 3.1928412 8.5471926 6.0001984 11.2357459 11.9513690 11.4519442 7.2725701 6.5278273 10.7571657 1.3183458 6.8729629 6.3481209 NA 9.3736563 12.6401141 10.7682103 11.1433326 8.6700493 7.1428024 9.0188136 7.4476569 10.0506092 6.9330839 8.9404258 4.1928412 9.9300627 10.1575776 8.2332573 12.2114225 11.5804687 12.2399669 8.9330837 8.6282290 7.9809593 11.9640323 8.8601158 10.1257287 8.4303790 8.9501572 NA 8.1127898 10.8445470 -0.2380340 8.8014371 10.4949626 8.4199117 9.8742411 9.3370376 10.4467979 11.3098957 10.0440241 9.2145246 3.9033372 7.7220957 9.6206319 -0.2665589 11.1149543 9.0072070 6.2569729 11.5941104 11.5298566 9.0025380 9.9872588 8.9837096 9.3127273 11.0535293 8.8366993 10.5253882 9.2352486 4.0553432 10.3987472 5.0188122 0.7334411 7.7995005 3.0553345 10.7192533 0.7334411 7.0188133 5.1394040 4.4338541 NA NA 11.7085428 10.4502308 10.7880157 11.1690816 7.6522742 9.2210706 7.0894674 7.1342908 10.4630321 10.3907298 9.1106219 9.7873373 10.9058388 7.3844626 9.6312567 -0.2665589 NA 10.0931608 8.2569734 8.6251949 8.8882294 9.9379824 12.6843317 9.6919640 2.0553345 10.7027979 13.2839176 9.6342782 1.3183458 1.3183458 1.3183458 1.3183458 6.4613321 14.5472426 9.8301265 7.5663014 11.4433567 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0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.365 1.365 0.000 0.000 0.000 0.000 0.194 0.194 11.1964247 12.0912382 10.7355231 13.7368414 9.2745079 NA 4.0553432 9.3951894 10.2806818 -0.2665589 7.7277646 7.1846225 9.0688017 13.6407715 7.9182866 6.9718160 6.2725701 7.3333244 7.7390360 7.5975975 11.0837981 9.6991956 4.1257255 10.0095357 10.5294510 10.2754759 5.1257296 9.6537642 10.3314638 6.1596756 12.1804791 6.2252653 6.4748789 8.0953554 8.9158056 9.9742026 8.6342782 9.7723302 9.2471390 NA 9.6492907 8.5757616 9.2071171 10.4536555 4.0553432 10.4536555 9.7049549 7.1084513 4.9428663 9.3089506 6.5913922 13.6186310 10.3627679 9.6006901 13.0219891 12.3402792 6.0909635 8.5114886 9.8432419 8.0643284 10.4731919 9.6492907 5.8419354 3.8208733 13.1820439 6.0732611 9.9404256 -0.2665589 NA 9.9537896 7.9083368 11.9589200 9.5032491 13.7413146 9.1866820 9.1106219 5.9161040 10.4849554 8.1470390 12.0228539 11.4519442 11.4502308 11.3499602 10.2803058 2.3183747 11.2147062 10.5583701 10.9361473 9.0001978 8.2332573 7.8983184 9.8380101 13.1970634 10.0665667 11.3595766 5.7994992 6.8523522 9.3916227 12.5353702 11.3481212 12.5355237 9.6114622 2.5407712 0.7334411 11.5789014 12.1557390 10.9151723 7.0553399 10.7242244 11.6604485 12.1735018 10.1171157 10.9759900 7.3108400 10.6083927 9.5196809 4.5407650 9.4303790 11.2382899 7.2725701 7.6282290 11.7484604 9.1969357 10.6788552 9.5164096 2.3183747 14.6121328 7.0523605 6.6641486 7.5350226 7.7164052 9.0508238 9.3826675 8.9158056 8.7446384 5.7778063 10.3108402 9.4816041 8.3070587 10.8691206 10.0394731 10.8555922 11.0240062 2.3183747 9.9404256 -0.2665589 12.4922133 8.6403021 6.7778050 8.6700493 9.4206645 11.8145618 2.9033276 8.9355352 -0.2665589 10.8445470 10.9330837 10.8863299 11.5941104 11.2691727 9.2131915 10.5253882 10.6175819 10.4200606 9.1149544 10.0083718 10.3772675 NA -0.2665589 NA 9.5114884 11.3049128 8.9765853 NA 9.0211238 8.4303790 11.1999977 TCGA-MH-A55Z 65 0 NA 845 kidney stage i t1b nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 281.43.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 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10.0846972 10.1350990 8.5389311 9.9515938 9.3256497 9.0158961 9.0309716 4.8215163 12.8029757 11.4993734 NA 10.8545176 8.5915949 7.2708260 NA 7.0339680 13.1101182 9.4214310 8.7228492 7.7357882 9.2960042 10.4703597 6.9154946 9.3334776 NA 8.4430065 NA NA 10.2131750 3.6446408 8.2784253 10.2978750 10.3960390 8.3878653 10.6771055 9.6308536 11.6847825 9.3713770 10.1040722 13.9564381 1.4430231 10.3403862 10.8701099 10.9288359 10.3353976 9.7881901 NA 2.7060442 1.9284272 -0.8788519 6.4248600 13.5211574 11.8709480 12.4988313 10.9408585 10.9755573 2.2910141 8.6718252 4.7935058 10.2840992 11.6372710 11.1486390 7.2657369 6.3207500 10.6293686 2.8215266 4.6129304 4.1654698 NA 9.5240905 12.6389939 10.1118916 12.0536624 8.8093289 6.9665689 9.6397318 7.8692712 10.8412586 12.0050582 9.5187531 8.9476270 9.8411688 10.8023169 6.5805103 10.8340353 11.1617107 12.1702464 8.2269872 9.8545346 6.3158361 12.9937534 8.5743491 9.3855212 8.9697014 8.1267029 NA 6.9024378 9.8817984 1.4430231 9.4990915 10.4024291 8.4087908 9.8851207 9.0113427 10.3594833 11.0965683 10.7558896 9.6591703 3.5805073 8.5494385 9.4099446 -0.8788519 9.9114270 8.3546981 3.2085485 12.0632264 11.5093649 9.4064808 9.8817984 9.6505091 9.1790703 11.2540826 9.2503614 10.1434464 5.7504350 -0.8788519 10.3256496 6.0399411 3.7649300 7.0399422 3.2085485 9.9219784 2.5805073 7.0694455 5.6767413 3.9284367 NA NA 11.5069409 11.0098218 10.7970355 11.7556627 7.5598703 5.9154946 6.9864405 7.8692712 11.3283980 9.9364619 8.0189240 9.5784593 9.6249042 6.0158967 10.4731220 NA NA 10.0940583 6.6209251 9.3498971 8.6985074 10.7223851 9.5187531 9.8809668 3.0279679 10.7344076 12.8513364 10.1413641 1.1210817 3.2085485 1.7060221 NA 3.7649300 14.0245838 10.8464448 4.5133960 10.2542207 NA 7.8145652 8.8301625 10.2328663 9.2580697 7.1323054 11.2442300 9.1154320 9.9968279 9.3182951 3.0279679 9.1489844 9.1168456 3.7060442 8.1406693 12.5481294 -0.00318590 0.01112100 -0.00371040 -0.00110870 1.71100000 0.00377030 -0.00290910 0.83510000 -0.04888300 0.09837100 0.11132000 0.12697000 0.04897200 -0.00318590 -0.00318590 -0.00318590 0.01112100 0.00332990 0.00332990 0.00332990 0.00332990 -0.00041585 -0.00110870 -0.00622860 -0.00622860 0.00377030 0.00527490 0.00527490 -0.00290910 -0.00152430 -0.00152430 0.00319100 0.00319100 0.00000000 0.00221930 0.01978300 -0.04888300 0.09837100 0.000 0.000 0.000 0.000 0.831 0.831 0.000 0.000 0.000 0.000 0.000 0.835 0.835 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.718 1.718 0.000 0.000 0.000 0.000 0.127 0.127 0.000 0.000 0.000 0.000 0.831 0.831 0.000 0.000 0.000 0.000 0.000 0.835 0.835 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.718 1.718 0.000 0.000 0.000 0.000 0.127 0.127 11.1722875 12.0418036 10.7079183 13.7521419 8.6660429 NA 4.7060387 10.3570927 9.9291337 1.4430231 7.9122415 8.5494385 8.9476270 13.7004534 7.4917657 6.6985074 6.6048942 7.7209912 6.3109036 7.2032276 11.3259553 10.6219204 0.1210154 10.0679848 9.5937694 9.7801825 4.9539683 12.6639895 9.8464447 7.2859857 12.4100844 6.5557073 7.3009876 8.8793017 9.0473745 9.3558959 8.6407149 9.5794851 9.9106122 0.1210154 10.0577164 8.3402471 8.6621752 9.6278820 0.1210154 9.9720467 8.9743882 7.2859857 5.6602384 8.3855212 5.9284343 12.4469461 11.7307190 8.8659123 13.7187819 12.2013964 5.2085407 7.4786305 9.6308536 5.8353228 10.6154341 9.1378867 3.5805073 2.4429966 13.5841558 4.3305297 9.2191107 -0.8788519 NA 9.9388617 6.0752738 12.3950198 9.5691949 13.9564381 8.0810802 7.2555045 6.0756246 11.8938055 8.3084305 12.3840542 11.1486390 11.4446963 11.9322525 9.6524600 0.7060221 10.9712653 8.9806134 10.1565650 8.4475081 6.5805103 7.4156995 10.1434464 12.5846029 8.0006620 10.8058271 6.0868623 7.3158352 8.5640222 13.4261506 10.8301623 11.9118343 9.1111824 NA -0.8788519 8.8058270 12.1832933 10.5877821 7.5886839 10.2052225 11.7412984 11.8521854 9.6785422 11.2991208 5.5304703 10.9191453 8.8232513 5.3878657 8.6852282 9.5894379 2.4429966 7.9219784 11.3207386 8.5240907 10.6587823 9.6465994 2.1210817 15.0309950 6.7111411 6.2296033 7.2431302 7.4742251 6.6756678 9.1323059 8.7917346 8.5947844 4.8215163 10.6104247 9.4884933 6.1097638 11.4024290 10.2561465 10.5283463 11.2881830 3.1210817 9.9040767 1.1210817 12.4650650 5.5473419 7.0219449 8.8093289 9.9380942 12.0525547 2.4429966 9.5988367 NA 9.8817984 10.5922457 10.0897453 12.0632264 10.7293334 8.2243664 10.1434464 11.2897506 10.4542339 8.3855212 9.9539685 10.7558896 -0.8788519 NA NA 8.0781807 11.8532735 7.9252096 0.7060221 7.8145652 8.2580694 10.2567878 TCGA-MH-A560 62 0 NA 924 kidney stage i t1a nx mx 19-3-2015 male 2011 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 281.43.0 NA NA 1 3 4 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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7.6802667 6.3080332 5.6017648 9.2180236 7.3425219 12.3205230 10.2156997 8.0191731 7.1153881 6.1087252 8.0048890 6.1867283 6.3762053 10.9270112 NA 3.9976898 NA 0.9387751 10.8759284 10.2704633 7.8214430 5.3982306 9.4908284 9.0455808 8.4908284 10.0715137 9.6124034 6.9831943 4.9387986 8.2697167 8.7223437 6.4091193 13.1420459 6.7025661 10.7299628 8.3510169 2.3538314 9.2682224 6.9904614 9.9967915 10.3196217 7.3253810 7.9758892 11.2325205 9.4319881 7.4413000 5.5035841 NA 9.1417398 7.7589787 -0.6461122 5.8616329 10.9994957 1.6757708 10.5590197 1.6757708 6.4623616 7.5730056 10.3734281 10.0800555 7.1993278 16.1272470 7.8929963 10.0182846 3.4412976 10.5584085 6.7375421 2.5237627 2.8456908 9.5693703 10.2341861 9.5547360 9.6053197 8.5212553 9.8396666 8.5632909 5.6392408 14.1274402 10.6953562 NA 11.2292028 8.4359865 7.1220214 NA 7.5337463 13.6838438 8.1867273 9.4921092 7.6112255 9.6621763 10.1587750 7.4199265 12.7816936 NA 6.9976932 -0.6461122 NA 9.5982012 1.6757708 8.4036857 10.3403905 11.2569660 7.9758892 9.5645087 8.3225042 12.3332786 9.5485942 10.5742156 12.4251321 4.4831192 9.2775957 8.6757655 11.7239798 7.9274847 10.0560100 NA 1.9388127 2.1611783 NA 4.6392380 14.5845333 9.7091884 13.9708456 11.3260992 11.2187973 2.3538314 8.0438355 7.9500268 10.5137086 11.7407776 11.1684198 5.3982306 7.6299620 10.8501918 6.8456908 NA 5.5436629 NA 6.1867283 13.3257401 9.7978168 9.9630161 8.2992813 1.9388127 8.1087246 8.3368310 10.0483606 10.0271464 9.8655899 4.6757651 8.5668201 12.2301624 6.9462946 11.2191840 11.6895068 10.9036220 9.7353804 9.8295708 7.0595392 14.0655581 9.2516829 9.2652294 8.5436617 10.1409237 NA 6.1351962 9.8959020 1.2452523 10.9500457 11.0826082 7.6847542 10.0012957 9.3268171 9.9045842 11.4860157 10.6287978 9.5608028 3.9976898 5.8616329 9.7685226 NA 12.0828207 8.0851564 3.2607333 12.7855961 12.1553436 10.0560100 9.9179868 10.1278007 8.7375418 11.4366517 10.0359542 9.5225095 7.8050486 -0.6461122 8.4779586 4.6392380 0.3538878 4.5237627 2.5237627 10.7905489 5.1867264 6.9904614 4.9084238 1.3538314 NA NA 11.9588538 11.2978173 10.1579683 11.4333221 9.9141701 4.3538384 6.0361296 7.3311176 11.6771736 9.3886362 8.8754379 9.9208428 9.5814533 8.8968691 9.9026593 NA NA 9.7245248 8.1450003 9.8665778 8.0438355 9.8326070 9.9036220 10.9690071 -0.6461122 9.1170498 11.6836337 10.5193725 -0.6461122 3.3538314 NA -0.6461122 3.8774007 11.5442794 9.2786499 5.2364811 10.1433710 NA 8.0156152 9.3282519 11.0017454 9.2801332 5.6392408 11.7020122 9.2637305 11.1656134 9.0244937 3.7461515 7.4518697 9.2637305 3.3173185 5.3583400 11.5272022 -0.0023553 0.0122370 0.0045251 0.0030522 -0.0038779 0.0059700 -0.0183530 0.7449900 -0.0847930 0.0626510 0.0626510 0.0626510 0.0446490 -0.0215100 -0.0215100 -0.0023553 0.0122370 -0.0070888 -0.0070888 0.0014004 0.0137720 0.0143300 0.0030522 0.0097276 0.0097276 0.0061090 -0.0136770 -0.0136770 -0.0183530 -0.0115680 -0.0087146 0.0077783 0.0077783 -0.0176660 0.7719500 -0.0020784 -0.0847930 0.0626510 0.000 0.000 0.000 0.000 0.784 0.784 0.000 0.000 0.000 0.772 0.772 0.745 0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.784 0.784 0.000 0.000 0.000 0.772 0.772 0.745 0.745 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.892026 11.551054 10.705881 15.320410 8.313839 NA 4.997694 9.937860 10.421830 NA 8.376205 5.728876 9.332548 14.604839 5.441301 6.296351 7.387260 6.284575 5.938801 7.193041 10.118709 10.010262 3.523763 10.927485 11.021836 9.438646 8.433322 8.475371 8.657618 6.553509 12.557182 3.746152 5.796782 8.543662 4.211822 9.581453 8.1803856 9.4997696 10.4426256 NA 7.3481908 7.5730056 11.2934166 9.5399515 1.6757708 10.3824341 9.1253269 7.9940824 4.1611944 9.0315570 4.0542755 13.6110778 12.1547372 8.3396795 13.2324631 12.7222074 5.2845734 7.7884658 9.4212717 6.2364811 10.3748173 9.9841045 0.9387751 5.2845734 12.9762324 4.4412976 11.9012139 1.9388127 NA 9.8050485 5.7461542 11.7450809 8.3594619 12.4251321 8.3927562 7.8695371 3.4395965 10.6633137 11.1676185 13.5005651 11.1684198 9.8101918 12.8594008 9.3650646 0.3538878 11.1405154 8.9217933 10.3803607 8.0577411 6.9462946 7.2118182 9.9274845 12.5772358 6.8050486 10.8561719 4.5632924 7.1993278 4.7113903 13.5222713 12.0757910 11.2448616 7.2607276 1.3538314 NA 9.1756114 12.6106357 10.1603628 6.6757651 10.3181782 11.3538373 11.2607279 8.0191731 8.0048890 3.1611944 9.9602425 8.8456904 3.9388033 8.5262649 12.5300354 6.4091193 7.1286244 11.5492095 9.8366453 10.4319881 8.9740572 2.9387939 14.7230939 6.1898878 6.1993268 7.5584085 6.8536838 7.7332160 9.7069841 10.2172493 8.2516826 3.3538314 11.4975394 8.7047765 5.1867264 11.9486285 10.4531851 10.2539495 10.0655043 0.3538878 9.1803858 4.7801001 11.3554461 6.7716902 6.9387998 8.2992813 9.7815482 11.9239302 0.3538878 9.1384723 4.1611944 9.8959020 10.2629804 9.7621671 12.7855961 12.1668168 8.2211163 9.5225095 10.4165581 9.9208428 6.0120479 9.9103434 9.5826561 -0.6461122 1.6757708 NA 7.6299620 11.7902886 8.1053816 -0.6461122 8.0156152 8.7157812 10.3411014 TCGA-MH-A561 66 0 NA 841 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 281.43.0 NA NA 2 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.3999702 7.3656829 6.1578259 11.5637556 10.0652797 7.9759884 6.1829187 3.5979602 9.5728643 8.8181252 3.1322972 7.0483136 10.4580791 2.0619144 10.7716756 8.9973621 7.3981862 7.8274373 13.0621842 9.5846801 6.9973624 15.6831073 8.5569581 11.3950578 4.8484978 10.3716061 7.9098991 5.4948604 1.7399777 9.3436006 9.9365764 9.0219044 10.0826047 9.2328289 8.8602123 8.2338296 6.6347922 13.0488111 10.9711956 NA 11.9777818 8.9999059 8.2849388 NA 6.4404141 13.1894454 8.8047170 8.5979553 8.2418116 9.2278145 11.0514389 7.9371908 7.7943886 4.3838287 8.8833575 -1.2601519 NA 9.8922593 1.7399777 8.5823245 9.6172584 9.5925039 8.5633416 9.7035930 9.4194544 11.6224856 9.6707117 10.6472406 13.5432478 1.0619144 9.1731842 9.4317178 11.1306807 8.5932839 9.9390332 NA 3.3838287 NA 0.7399345 6.3398874 13.0826741 11.2482643 7.6438562 9.6736651 10.7633822 4.4678924 8.4627820 4.5213335 10.4776442 10.5303228 12.0156435 7.0708916 7.6970767 10.7258163 1.0619144 4.6707101 4.7172542 -1.2601519 7.7258161 13.1444507 10.2472735 11.1158283 8.9384193 7.9273264 9.0044168 7.8947923 10.8624433 8.7143891 9.1052032 5.0619015 9.6789951 9.9633728 7.9322673 11.5823247 11.0525738 10.9396467 8.8998457 9.5862483 8.0130239 12.4074186 9.1839539 9.1451157 8.4981974 9.4721417 NA 8.1128393 10.3003071 NA 9.1764258 11.0621842 8.2075801 10.1046561 9.3003073 10.6876113 11.5923088 10.3136216 9.2157281 3.6468654 8.8247828 9.6948976 -1.2601519 9.9229893 8.1683347 5.7733977 12.4026427 10.9114639 9.1620390 10.0947747 9.2752497 9.4873282 11.4579313 9.2839727 10.0792677 7.9687929 3.6468654 10.1740813 2.9879029 -1.2601519 6.6883412 1.3249258 10.5428945 -0.2599791 9.0079313 5.2668240 4.7623435 NA 0.7399345 11.8537165 11.4421470 10.7939002 11.7977969 7.1746022 8.0909138 6.9060367 8.4746839 11.0823268 10.2849388 8.6999763 9.6180253 10.2353298 8.7706414 9.2177326 -1.2601519 NA 10.1927304 7.1322920 9.1514854 7.7595653 10.4106306 12.6795536 10.0725704 0.3249258 10.5569580 14.8234952 10.3291574 NA 1.5160656 1.7399777 1.0619144 4.6468654 15.2964355 10.2566592 6.2945638 11.4104093 NA 8.8808040 8.8647418 10.5561580 9.4343322 7.3546840 11.5768137 9.5352023 10.6839542 10.1541310 4.0253744 9.7952567 9.2752497 4.8019657 7.3878286 10.6554803 -0.0010309 0.0070216 0.0036743 0.0045191 0.0038245 0.0053529 -0.0098790 0.7335100 -0.0477250 0.0109330 0.0145480 0.0145480 0.0145480 -0.0142880 -0.0142880 -0.0010309 -0.0150400 0.0022115 0.0022115 0.0022115 0.0022115 0.0116750 0.0045191 0.0022972 0.0022972 0.0053529 -0.0086371 -0.0086371 -0.0098790 -0.0036618 -0.0036618 -0.0022776 -0.0022776 -0.0073944 -0.0181380 0.0077173 -0.0477250 0.0109330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.734 0.734 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.734 0.734 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.5887929 12.2952824 11.0928454 13.0012613 8.2358295 NA 2.1994054 10.1461794 10.1367931 -1.2601519 9.0184239 9.0630291 8.9223688 14.8276236 7.2398200 7.7229680 6.6766130 8.4712936 7.2945629 7.8589153 11.6509918 9.6294783 0.7399345 9.9469887 9.8819409 9.9217478 7.1365790 14.2581050 9.5609511 7.9615614 12.4363899 5.7286579 7.4610734 8.8353715 9.1766858 9.8347118 8.9285631 10.1429863 9.8181252 -1.2601519 10.1128394 8.8006702 9.0126041 10.3026938 1.0619144 10.8449006 8.6721891 7.4780666 5.3693304 9.4070859 7.8511100 13.0208176 10.6755078 9.1714721 13.5052086 12.8177080 5.9099003 8.1746027 10.0120208 8.8327315 10.5744454 10.2472735 4.5728654 9.3999702 13.9384961 6.3620262 8.8692573 2.6468539 0.7399345 9.5188728 5.7399750 12.9611838 8.6766123 13.5432478 8.7595650 8.0753647 5.2930283 12.7491906 10.1112065 13.2649445 12.0156435 11.9500368 12.3198795 9.9771843 2.3249258 11.0781536 9.3955050 10.1927304 8.4712936 7.9322673 7.8947923 10.2452897 12.9260112 9.0898085 11.3417451 4.7399723 6.0160996 9.0391823 13.5948685 11.1787662 11.9479038 7.9855272 NA -1.2601519 8.5131137 12.6998857 10.7100586 7.7816338 10.7028703 11.7716755 12.0107077 9.5319512 11.0947747 5.3398856 11.4776442 8.7413824 5.6824890 8.9603527 10.5077450 8.6378200 9.0032435 12.2263066 8.9285631 10.9061374 9.3601942 2.6468539 15.1668942 5.1238524 6.5854644 7.4025363 7.7678805 8.8985842 9.6956243 9.5783904 8.7057585 7.4334611 9.6707117 9.2065607 8.5048460 11.2184912 10.0590819 11.5591555 11.1152853 2.0619144 10.2467778 1.5473511 12.6043075 8.0528571 7.0664035 8.9384193 9.6576000 12.5993150 7.1193531 9.0864882 -0.2599791 10.3003071 10.6344132 9.9217478 12.4026427 11.1057500 8.8261105 10.0792677 11.1636155 10.6592101 8.2096161 10.4066422 10.9186392 NA 1.7399777 NA 8.7966120 11.0109121 8.7014240 -1.2601519 8.8808040 8.3361642 11.2539486 TCGA-MH-A562 57 0 NA 616 kidney stage i t1a nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 281.43.0 NA NA 1 3 4 6 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595268e-06 1.040392e-06 9.2615303 8.9631698 7.8750526 NA 10.8916462 8.3310683 13.9217489 NA 0.7256103 6.5098304 5.5002444 8.0229703 9.4723251 6.9993473 11.5568286 12.8676161 8.7792210 7.7143699 3.3588885 11.2461995 9.4600153 5.5193532 10.8488552 -0.7285743 5.5382122 NA 5.4612502 10.7677809 10.3851686 8.9349844 4.6289777 8.4759976 9.4796608 9.3747141 10.8488552 9.3076000 7.9959401 5.2256220 10.8643505 8.8412819 6.4513348 10.8934783 2.8563882 10.4000652 9.3007136 5.0527854 11.1106302 6.6637445 10.9583646 9.7782298 7.0329780 7.3747144 10.8062156 9.2006848 8.0690877 4.9438510 2.9718654 8.7102182 8.7652818 5.0263132 8.2742416 9.8105851 -0.7285743 11.0690879 NA 7.6808173 7.1662444 8.8125229 9.1184838 7.1601699 15.8754294 7.4612511 9.8554494 4.1294067 10.3760252 8.5591388 3.5193532 4.8820071 9.8592040 9.5614453 9.4893842 10.4747744 8.1479431 9.3615388 8.7390319 4.7308573 13.1019416 12.1988340 1.2714257 11.4426032 8.5565279 7.7471598 0.2714257 5.9007823 12.5390909 8.9206824 8.9701312 6.9787860 9.5062439 10.3327975 6.3482413 9.6180841 3.5933538 8.3348217 -0.7285743 7.2080646 9.5989791 3.0787806 8.4413515 10.2944876 10.3838659 8.2629485 10.3832142 9.5740654 11.5461103 9.2601111 11.0183605 13.7953558 2.4413507 9.6335237 10.1294074 10.9774907 10.9193345 9.5660472 NA 2.8563882 1.5933538 -0.7285743 8.1601694 14.0537080 10.2551326 12.0369197 11.6656211 11.8561541 7.7712722 8.4084176 4.4808790 9.7164412 11.7585127 10.3714250 7.6594437 7.9332044 11.3750420 0.8563882 4.5568279 3.2714257 NA 8.7969471 13.0753557 9.5556722 10.8704093 8.3267090 6.4109770 9.1540695 8.4710988 10.8930067 9.2812550 9.3707741 6.4710980 9.4415517 10.6813476 5.7308573 10.0787813 11.9854572 12.9949807 8.5910985 10.5757778 5.9778180 13.5075154 8.3955478 9.1632101 8.6068168 8.0196191 NA 6.7871268 9.5521972 -0.7285743 9.6910600 10.1394773 7.9509064 9.4735503 8.9649132 10.0971802 12.1494773 10.5939180 9.9333738 4.4413507 9.6245732 8.9942341 NA 9.0429160 7.7752521 -0.7285743 12.4743154 11.3936073 8.9260623 9.8144583 9.1027337 8.5358691 11.7308606 9.7164412 9.7481726 5.4211728 2.0787806 9.8629488 5.0787806 2.5933538 6.2139402 2.9718654 9.7102182 2.5933538 8.5774881 5.6464651 4.6976904 NA NA 11.5913807 11.3106882 10.3720888 12.2823041 6.2714257 4.8464382 5.3349293 6.8412825 11.7519642 9.7512066 7.8028078 9.0527862 9.6045818 7.6508048 10.8460199 NA NA 9.9509065 6.0787806 9.5591388 8.2197934 10.9256149 9.5763481 9.0836038 4.4413507 10.1200494 12.9089569 10.0379553 0.2714257 3.5193532 0.2714257 2.0787806 3.5193532 13.5452220 11.4061736 4.6976904 9.5809028 0.2714257 6.9152831 8.9098622 11.1011491 9.0044418 6.6289777 11.1533051 9.3117161 10.2572683 9.2415323 3.3588885 8.0196191 9.1011492 3.2714257 7.7102182 13.3241642 -0.0105080 0.0101460 0.0055529 -0.0102910 1.6598000 -0.0029091 -0.0149060 0.7708000 -0.0669220 0.0797350 0.1350600 0.1350600 0.0112830 -0.0105080 -0.0105080 -0.0105080 0.0101460 -0.0019284 -0.0019284 -0.0019284 -0.0019284 0.0102850 0.0016642 0.0000000 0.0000000 -0.0029091 -0.0070576 -0.0070576 -0.0111980 -0.0121620 -0.0121620 0.0052325 0.0052325 -0.0062286 -0.0272610 0.0076392 -0.0669220 0.0797350 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.660 1.660 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.798 0.798 0.000 0.000 0.000 0.000 0.000 0.771 0.771 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.660 1.660 0.000 0.000 0.000 0.000 0.000 0.000 10.2763491 11.5484231 10.2965659 13.0388867 7.9188847 -0.7285743 2.5933538 10.4863526 10.2907391 NA 7.9403112 7.5660472 8.9770589 16.3861956 9.1540695 8.8526269 6.5568279 8.2256225 8.3694586 7.1962392 9.9509065 10.6426585 NA 10.1239560 8.9385378 9.0723264 3.8563882 14.9174788 9.4747745 8.0362978 12.5444935 7.3375158 7.0916057 9.3509111 8.6913866 9.0527862 8.6871681 9.2770509 10.8985043 NA 9.1433317 8.0462133 9.2154063 9.0196194 -0.7285743 9.8469657 8.7949883 7.7632794 5.7792203 7.8824511 4.6289777 12.3385246 12.1702167 8.7205750 13.2539744 11.5542253 5.2714257 8.7267536 9.8731972 8.6201546 10.4556819 9.8240956 5.1783163 3.0787806 13.5951145 5.7949876 9.9411973 NA NA 9.3903674 6.6023426 11.8502708 8.7612743 13.7953558 7.2937944 6.6637445 4.8914240 11.3884201 8.2227109 11.9420827 10.3714250 10.6701701 12.0597369 9.5358691 3.1783163 11.5908163 9.6839962 9.7920450 7.7910626 5.7308573 7.2937944 10.5475508 12.0767672 8.2515662 10.5950442 6.4312970 8.3851687 8.0396105 13.9312869 10.4649518 11.0947936 8.8824511 NA -0.7285743 7.9891027 12.3234849 10.0407436 6.8260158 9.8925625 11.9233750 11.0832025 8.7792210 11.2461995 6.0396100 10.3327975 8.8971351 3.7949876 8.8125229 10.8900688 6.4513348 7.5288143 10.5282247 8.9206824 10.5423056 9.0787814 2.9718654 14.3839066 8.4050568 6.7226382 6.5288135 7.7910626 3.7949876 9.0462136 8.5382130 8.5752072 5.9579262 10.2154063 9.3321223 5.7308573 12.2499581 10.4911999 9.5134096 10.4116171 2.7308573 9.7205750 2.5933538 12.4696182 3.9152819 7.4563018 8.3267090 10.2995327 11.6015030 3.7308573 9.0658424 1.2714257 9.5521972 10.4019970 9.4388444 12.4743154 10.2205236 7.5240919 9.7481726 11.4528893 10.2400932 8.0723261 10.5411375 10.4802704 NA 0.2714257 0.8563882 8.1601694 12.7097192 7.1540697 NA 6.9152831 8.0027453 10.2314283 TCGA-MH-A854 62 0 NA 11 kidney stage i t1b nx mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes 10 1992 black or african american not hispanic or latino 364.32.0 NA NA 2 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6173130 9.9252206 7.6476865 0.6033118 13.0380510 8.1531928 13.9556808 -0.3966882 2.0415934 5.9783329 6.0126826 6.6907551 9.4218746 7.0211454 12.4383560 11.5325509 9.2827727 6.9956100 6.0790260 11.2032053 7.3581800 5.9636568 12.1959831 NA 6.3846525 -0.3966882 6.1578805 10.3911950 10.2262594 8.2650707 2.7732157 8.5976459 9.0688589 9.6907553 8.8535909 9.2507508 8.5428717 5.3581817 10.5862861 9.0126835 6.9431431 11.1660119 4.8512193 11.4246679 9.3797256 -0.3966882 8.5805725 7.0462357 10.2390106 10.4154698 6.0951459 9.3797256 10.1819482 9.8642120 7.8224612 4.6032940 6.6256606 9.1443891 8.0749678 3.7732157 6.5458062 10.5769898 5.1268531 11.7361135 2.4106396 8.0991474 7.1110866 14.2674620 8.6907554 8.8630359 16.4063262 8.0545034 9.7581106 4.4612732 10.8577306 6.7732170 3.6032881 2.9266637 8.5191719 8.5805725 10.0451991 10.0451991 8.5516598 9.1071182 8.8321112 5.5340305 13.7188239 11.2534467 -0.3966882 11.9224001 8.7868286 9.4472134 NA 5.6256592 12.3795199 8.7931172 8.6228831 7.6854412 9.6089170 11.0493419 7.5574890 8.7334770 2.7732157 8.3140988 4.9608453 1.1882743 9.7325755 2.1882427 9.3123763 9.9663321 10.3226813 7.7631639 9.6612841 9.5748361 12.1199060 9.9263473 10.6794400 13.0174492 2.7732157 9.7751447 8.7906447 10.3615157 9.4874630 9.8805799 1.1882743 3.1882585 3.3037369 4.2471452 8.7351495 14.4415116 13.1535583 8.8464664 11.0163914 11.9439771 2.6032881 7.4424965 5.5101834 9.7769695 11.4110499 10.6551811 5.8127446 6.6367160 12.1966836 2.6032881 4.1882585 10.1150451 0.6033118 8.3813695 12.5641994 9.6214926 11.7977416 8.0253572 3.4106532 9.2106229 8.3977084 9.1978037 7.1031388 10.6221881 6.9869968 9.8275836 10.8434875 6.4736571 11.3123763 11.7476321 12.2688505 8.9717990 10.4410939 6.2867075 13.9466170 9.0358345 8.4170736 9.0606732 9.1463243 1.6033118 7.7013245 9.9869968 3.8901743 10.4140086 11.0739513 7.4981104 10.3235367 10.3789028 9.7325755 11.9302837 10.1873154 9.8465855 5.4106464 10.0708980 9.3911950 NA 9.3565092 7.6693819 3.3037369 13.2558014 11.2730633 9.0911325 10.4851712 9.6653386 7.1424512 11.6445307 9.9934614 9.7782181 7.2180023 1.6033118 9.7894066 5.2180023 1.9252019 7.3648438 1.6033118 10.4736572 2.6032881 9.4250665 5.4625170 4.8512193 0.6033118 NA 12.2034377 11.1849638 10.7986647 12.5485534 7.0790260 5.2471490 6.1621718 10.2534466 11.8096964 9.9783319 8.3911950 8.8559579 11.1645804 1.6033118 10.3002600 0.6033118 NA 10.3201120 5.6693812 10.2792495 7.9297218 10.7517691 10.1540392 10.8157888 -0.3966882 10.2871644 12.5303296 9.8944631 -0.3966882 6.6585743 -0.3966882 3.9252209 3.7732157 14.0269993 11.3050321 5.4106464 10.6585749 -0.3966882 8.2143172 9.1788316 11.2512005 9.1863753 6.4612732 11.9761575 7.8886945 11.0815565 9.8029648 3.6032881 9.0729343 10.1626695 2.1664584 8.2972322 12.2039023 -0.0033243 0.0107030 0.0115390 -0.0304970 0.0040243 -0.0058140 -0.0094046 -0.0317680 -0.0412950 0.0457080 0.0457080 0.0119610 0.0360880 -0.0551290 -0.0033243 -0.0033243 0.0107030 -0.0093185 -0.0093185 0.0115390 0.0115390 0.0093490 0.0076392 0.0051824 0.0051824 -0.0058140 -0.0157410 -0.0157410 -0.0175410 -0.0142280 -0.0136770 0.0012481 0.0012481 -0.8706400 0.7633100 0.0000000 -0.0412950 0.0457080 0.000 0.000 0.000 0.000 0.804 0.804 0.000 -0.861 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.753 0.753 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.804 0.804 0.000 -0.861 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.753 0.753 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 12.3474956 10.9492521 10.0586197 9.4597181 8.1731479 1.6033118 1.9252019 10.0719166 10.9794667 NA 8.7065803 7.9608447 8.2326492 13.8674418 7.2106226 6.5101834 5.9608453 7.6693819 6.9252209 6.5919771 11.0652834 9.8512200 0.6033118 10.2299141 9.6475500 9.7390017 5.8512193 9.7065803 9.1424512 9.0169205 12.9607057 6.5221562 6.3037314 8.9848354 8.5340297 9.3631807 8.7807120 9.6201008 10.3911950 -0.3966882 10.2889173 8.0462362 9.5919772 9.2932905 1.9252019 9.9837535 8.6693815 7.1268542 5.0627262 8.5101830 7.2471490 12.6879348 12.5951686 8.7881679 13.2235123 11.8683214 6.0462357 10.1219457 9.9859165 7.9386828 10.0534728 10.7568445 5.4361818 7.0708980 13.7392422 8.1346738 9.6639884 2.6032881 -0.3966882 8.9869968 7.2686281 12.8813063 9.1071182 13.0174492 7.8224612 6.5574882 6.1641608 12.4728863 9.8817420 13.9777886 10.6551811 11.1472909 12.4118545 9.5191719 1.1882743 10.9448113 9.4705712 10.0780124 8.0708980 6.4736571 7.4920358 10.4674786 11.8788350 6.1110877 10.4581608 5.0951438 8.0545034 7.3447593 13.7870821 11.6228832 11.5052906 7.0211454 -0.3966882 NA 8.1463243 13.0539882 10.2895566 6.8979132 10.1443891 11.0820621 11.2022754 9.2827727 11.2032053 4.9956111 10.6277396 10.4122566 3.3037369 8.0627240 12.7382690 6.9431431 7.7065803 11.4889889 9.0647719 10.8041911 7.8512200 3.4106532 14.8289518 8.7618012 7.4859355 6.9431431 6.2757185 6.0295567 8.7732174 7.5805721 8.6934051 3.7732157 8.7013245 9.5618452 6.1424522 11.7596916 9.9420288 10.7383604 10.2290013 1.9252019 9.5056677 4.1268573 12.5403591 6.3977089 7.1882545 8.0253572 10.0213665 12.3877228 3.7732157 8.9869968 3.4106532 9.9869968 10.6241405 9.1957494 13.2558014 10.6794400 7.1189919 9.7782181 11.3213972 10.2570333 6.4736571 10.4082302 10.1366222 1.6033118 2.6032881 -0.3966882 8.2143172 12.1718139 6.9252209 -0.3966882 8.2143172 8.4487825 9.8248795 TCGA-MH-A855 52 0 NA 369 kidney stage ii t2b nx mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 364.32.0 NA NA 2 3 4 2 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8482979 8.7890853 7.7014562 5.0618280 11.6542860 9.7047560 13.3407883 NA 2.3619087 5.6111665 6.0705997 6.3189874 10.2727082 7.2434358 11.3707229 11.7879225 9.6231402 8.6438562 6.1800106 10.9408892 8.3819967 4.7042744 12.3986349 0.2892443 4.5371656 -1.2958363 0.7042523 10.1456650 10.1976321 8.1305417 4.1637080 8.3642730 9.7824277 9.7287241 10.6058981 9.6453246 8.4219533 4.5371656 7.9402913 9.1647330 8.9510177 10.8199709 6.0351928 10.2783974 10.0357538 3.7486759 10.9417857 8.1136677 10.3656098 9.6194093 7.3767019 8.5497670 11.2692671 9.6817859 8.2854776 3.4591693 -0.2956592 9.6028783 8.9390943 0.7042523 7.5807937 10.5120343 4.0262069 10.5571966 7.4150834 4.8335581 8.7042768 9.8785785 9.5108267 7.6700613 16.0011663 7.9663716 10.8816965 4.3481333 10.3593604 7.7649731 5.7042772 1.9777928 10.3964565 9.9873654 9.2229301 9.9426818 8.9557594 9.3855154 8.7568452 6.7155035 13.7189513 11.2241589 NA 11.8062526 9.4361135 10.8228937 NA 8.2703308 12.8508456 8.6584732 9.8785785 7.5308253 8.3499354 11.4319848 9.3244967 10.4241407 0.7042523 8.6201564 0.7042523 NA 9.5653639 3.2892443 9.0563204 10.2540617 10.1601179 8.4253762 9.4406790 9.0137534 11.7702955 9.8406274 10.5450549 12.1289682 2.7042744 10.0530438 10.0080577 10.3106822 8.5853911 10.5288380 -0.2956592 0.2892443 1.2892443 0.2892443 9.9610753 13.9168494 10.6743829 12.7974469 10.2419808 11.0202756 3.4047124 8.0284575 6.3837579 10.2741326 10.9267700 11.9268983 7.8438281 9.3143791 10.6368609 5.7595607 6.0793162 5.4321978 1.0262335 8.1094185 13.7738107 10.0836554 10.1003466 9.0987396 5.0793184 9.3925274 7.9850478 9.7112903 11.7614226 10.4958469 5.8335606 9.8715195 10.9557594 8.0684118 10.8987261 11.4874799 11.3580178 9.6372298 9.5707832 6.0019261 12.9821455 9.4029815 9.1534256 8.4304952 11.8460648 -0.2956592 7.6957990 10.3598078 5.0042182 9.6593966 11.1334221 8.2550238 10.4942181 9.7445666 10.3194468 12.3388612 9.9522045 8.7624445 4.8540256 7.3299855 9.8910102 NA 10.8215954 8.6066521 6.1051563 12.9067835 11.0298635 9.2540616 10.8345257 9.5607025 9.5945413 11.0351546 9.3660551 10.5661393 6.9896795 2.1637241 10.4545653 5.8438281 -0.2956592 8.4954397 2.2452827 10.7383881 6.6929614 8.2569460 5.5617599 3.7042744 NA -1.2958363 11.9030289 11.3231213 10.8713815 11.6032562 8.3004665 8.5148486 6.4095640 7.7182972 10.8941015 10.4338977 9.2346833 9.8571955 10.6156690 NA 9.3088302 NA -1.2958363 10.1779827 8.3925274 9.2854776 7.9088483 9.8329158 11.2717578 13.6144512 1.5116198 9.9751563 12.2128146 9.8996492 NA 2.5116198 -0.2956592 -0.2956592 5.8641490 13.5044691 9.7622687 6.7541259 11.2530989 NA 9.1347295 9.1662065 10.5975785 9.6482569 6.8590949 11.2427084 10.0131847 10.7947202 9.3390879 3.1637080 10.3472312 9.2750813 5.0080566 6.4548158 10.7106030 0.00000000 0.01251600 0.00917050 -0.00041585 -0.00468060 0.00110930 -0.00498440 0.01808400 0.00055459 -0.00263220 -0.00263220 -0.00263220 -0.00263220 0.00152550 0.00000000 0.00000000 -0.72092000 0.00153500 0.00917050 0.00917050 0.00917050 -0.00097017 -0.00041585 0.00346870 0.00346870 0.00221930 -0.00346010 -0.00346010 -0.00404910 0.00493700 0.00493700 -0.00235530 -0.00235530 -0.00138500 -0.00318590 0.00013863 0.00055459 -0.00263220 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.3345441 12.1448866 10.3088302 13.0908805 8.6570183 NA 4.4856394 9.9722341 10.2931462 0.7042523 7.7541252 8.7141057 8.8296904 14.3675293 8.1115447 8.0034847 7.3517352 7.5899732 8.1513601 7.5051772 10.3023294 10.0656725 2.2892443 10.2817058 10.5327269 9.9027220 7.2001316 4.6815561 10.2105845 7.5960608 12.1256739 4.7703639 8.2021287 8.1657562 8.8754539 10.1865808 9.0441269 10.2622193 9.4038495 NA 9.9651966 8.9988978 10.4253761 9.8779542 2.4047124 9.9294843 9.0351939 6.9804012 5.9616650 9.3134556 6.2817057 13.2275939 11.3539823 8.8335600 13.1570330 13.0819620 6.3116066 8.2703308 10.1487742 9.1104820 10.1008817 10.3660551 5.7703666 5.1800086 13.1942503 8.3116071 8.7917399 -0.2956592 -0.2956592 9.6950901 7.4624998 13.6412369 9.4021133 12.1289682 9.3767024 8.0441269 5.5641220 6.2665186 11.2861836 12.2456156 11.9268983 12.8396656 13.0395277 10.3235799 -1.2958363 11.1875889 10.2090959 10.4055835 8.6276043 8.0684118 7.7676720 9.9774897 12.0016232 9.9669592 11.2339491 5.7917385 5.9426811 8.2414956 13.7902971 11.6651839 12.3038412 10.5252537 NA NA 8.6276043 12.4646851 10.6062186 7.0965939 10.6733037 10.7256040 12.0828428 9.6231402 10.9408892 7.3977636 11.6617418 9.4732883 5.2278373 9.0814874 11.5693220 8.9510177 8.9402913 12.1914814 8.7210852 11.1565182 9.6141700 2.0261981 13.8876022 6.3078292 6.1718833 8.3048592 8.2061142 8.3499354 9.7924027 10.2559852 9.0869010 7.3517352 10.9977486 9.5466273 8.2626976 11.4631248 10.2976681 10.9285802 11.1032878 1.8742068 9.7937275 -1.2958363 12.5628224 8.2511714 10.6804830 9.0987396 9.1432664 12.4279379 6.1221302 9.4287908 1.0262335 10.3598078 10.7390760 10.3593604 12.9067835 11.5322151 8.7810925 10.5661393 10.6639168 10.5037610 6.4524702 10.2793435 9.9498296 3.3481333 1.7042965 NA 10.2145467 11.3719829 8.6096641 0.2892443 9.1347295 8.8742019 10.4637491 TCGA-MH-A856 54 0 NA 790 kidney stage i t1a nx m0 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 15 1982 white hispanic or latino 364.32.0 NA NA 2 3 4 2 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0505784 9.3163899 9.0835556 4.6603468 12.3338408 7.8635458 12.6746184 NA 4.2707308 6.6603440 7.3907373 9.4551540 10.3716723 7.4614402 11.9496646 10.6664791 10.6806929 8.4770369 5.6603440 10.7172693 8.6493733 7.0505779 12.1014324 2.2009123 7.2598063 NA 5.6383172 10.6644371 11.0437868 9.4071131 3.2009123 8.3708378 9.1492799 11.4828427 9.9778939 10.0071938 8.9624640 6.4739314 9.3024507 9.1609146 8.5348133 9.2561952 5.5228404 10.3489656 9.6941010 0.6159812 10.2462173 8.6046348 9.9401308 10.2489453 7.7034129 7.2084070 10.7857562 9.3267566 8.0422148 7.0338029 4.6603468 9.4708185 7.7758216 3.6159459 6.5817339 10.2186491 3.5228467 11.5307090 6.8447685 7.7192382 8.7707683 10.2288187 9.6017921 8.0505784 15.7958010 8.5555294 10.4432929 5.8827360 10.6827122 7.5046935 5.9558010 3.8887238 10.3207184 9.9242892 8.8803929 10.2462173 9.3758383 8.3874397 8.8008255 6.6927661 13.6784180 10.9574690 4.5228404 11.2830617 9.3529609 7.4551538 NA 9.4488403 11.5437281 9.3808219 9.0039676 7.5874940 7.9288334 11.3361944 8.0422148 5.5713097 1.9378717 8.4893944 5.3708373 NA 9.1118052 1.6159341 8.4645731 9.5686915 10.1267144 7.3641434 9.6507491 9.3791626 11.0716011 9.8459706 10.3085657 12.9153013 1.6159341 10.7684252 10.6514366 10.0453570 10.5008838 9.8650636 NA 4.7452320 3.6159459 1.9378717 8.6131297 13.7270859 12.3909431 8.6466174 10.7205489 11.3301957 2.7858853 8.1473316 5.1078050 10.8573375 9.8387451 10.9462621 8.2416591 7.2380024 10.6334546 7.1628445 4.0082717 7.4168499 -0.3840188 9.7770820 13.6607712 10.3775014 12.7123359 8.9423796 6.8827372 10.5810130 8.4488403 11.0356102 6.6820395 9.7322941 5.9197310 10.3360833 9.1858059 8.0125547 11.7852489 11.8935282 11.1217618 9.2306601 8.7034129 5.6690608 12.5696010 8.9909897 10.1858059 9.0505784 4.8638790 -0.3840188 8.2705864 10.8821511 1.2009437 7.0557390 10.2489453 9.0464027 10.7322941 9.5481649 10.0221551 11.2861638 9.6766461 9.6303055 1.2009437 9.3146548 10.3607840 1.6159341 9.5686915 6.9197310 5.3163883 12.7309938 11.0490139 8.8803929 10.2480367 11.0769180 9.3267566 11.0841415 8.4424986 10.6617099 7.5228404 5.9197310 10.8241845 6.6046348 1.9378717 6.1705400 2.9378717 10.0987581 1.9378717 9.7682351 6.8686152 3.6159459 -0.3840188 -0.3840188 11.6887527 9.8217434 10.8513661 12.2638583 7.4103657 9.8399519 6.0861617 8.6493733 11.1316501 10.6187652 8.6493733 9.8057748 11.6698761 4.6603468 9.2306601 NA NA 9.8094755 7.2954301 9.2848352 8.6327586 10.2278971 11.2821742 10.4676993 2.2009123 10.2205034 13.1478190 9.9855475 1.2009437 1.9378717 -0.3840188 2.4233092 6.4488398 14.3606264 11.7080466 7.0082673 11.7883777 NA 10.1414710 8.2839486 10.0348569 9.2652064 6.8543548 11.5035516 9.5917981 10.3155226 9.8387451 3.0753786 10.9259949 9.5243429 5.5805797 8.9410309 11.1517116 0.0083271 -0.0161920 -0.0091366 -0.0065129 -0.8244000 -0.0116130 0.0044713 0.0384810 0.0582160 0.0061500 0.0125080 0.0125080 0.0041552 0.0083271 0.0083271 0.0083271 0.0274890 -0.0091366 -0.0091366 -0.0091366 -0.0091366 -0.0175370 -0.0115200 -0.0156120 -0.0156120 -0.0016708 0.0067964 0.0067964 -0.0026564 -0.0026402 0.0076312 0.7725100 0.7725100 0.0054059 0.0245400 -0.0078233 0.0582160 0.0061500 0.000 0.000 0.000 0.000 0.000 0.000 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.784 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 12.9970875 11.8549520 10.1647721 10.1128040 9.6793453 -0.3840188 3.6159459 10.1078033 10.0236747 -0.3840188 8.7426547 7.6438562 9.4985931 12.5325761 5.1705380 7.5107681 6.8827372 8.6548691 7.0422153 9.0896560 11.5503782 10.1914895 4.2009123 9.0650989 9.0244499 9.9344931 6.6159503 6.1395125 9.4297314 6.1858051 12.0962305 6.2009123 7.5584643 8.6874124 9.8850769 9.8531601 9.872159 10.317257 9.067161 NA 11.485930 8.832696 8.768235 10.366657 4.259807 9.241659 9.390737 9.234336 5.423306 8.958025 7.185806 12.602326 11.492467 9.302451 13.691764 13.350871 7.627177 8.859124 9.879219 8.690092 9.818074 9.809476 6.091683 4.139510 13.570510 5.139510 8.429731 3.423309 NA 9.071277 7.873338 12.968270 11.278173 12.915301 9.182004 7.928833 6.577458 13.535186 9.058894 13.564226 10.946262 11.875988 12.727901 10.491700 NA 11.146844 8.882737 10.527342 8.785875 8.012555 8.131650 9.716613 11.855549 8.966889 11.191962 7.223281 8.095730 7.350660 13.416268 10.593230 13.328047 8.581735 1.200944 NA 8.713982 12.573052 11.314894 6.775821 10.608889 11.8573375 12.0848287 10.6806929 10.7172693 5.0753829 10.8692068 10.5694191 5.2883770 9.3301958 13.0777967 8.5348133 7.5759521 11.7544716 8.2232806 11.0369630 10.5062144 3.4233092 14.4261201 7.9175380 7.7908756 8.7151929 7.5107681 7.8008255 9.5107679 8.5701464 8.8756935 1.6159341 9.5452085 10.7445890 8.6159503 11.2112077 10.4700394 10.4184666 11.9145856 5.4739297 9.7720333 3.0753786 13.0181535 7.6980990 6.7034136 8.9423796 9.6242808 12.6264783 7.6657985 9.1395122 2.4233092 10.8821511 10.8446306 10.8739273 12.7309938 10.5569978 8.7503764 10.6617099 11.0871173 10.3956695 7.6438562 10.2027900 10.6046349 NA NA NA 9.9468671 12.2493269 8.4832289 0.6159812 10.1414710 8.4676993 10.9485462 TCGA-MH-A857 63 0 NA 652 kidney stage i t1a nx m0 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 364.32.0 NA NA 2 1 1 1 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.0008749 11.1239179 4.6970955 NA 6.2659375 5.8144556 14.0590379 -1.2098953 3.1893818 6.3600587 7.3176803 6.1389312 10.8498860 7.2979984 11.7116726 10.1717465 9.6015782 8.1367174 3.8346000 11.0030038 6.4836900 5.1652447 9.2970070 NA 3.2496425 -0.2097284 0.7901882 10.7286805 11.3407099 7.9297549 3.7443979 8.8616660 9.0871196 9.4906433 8.7060829 9.7724842 8.1889473 5.0381332 1.3751785 9.1921498 2.6970843 11.3786840 3.8776657 9.3956830 9.8042240 0.3751785 9.1889473 8.3078729 10.2785459 11.1728276 8.2475844 -1.2098953 11.5228628 8.7042748 8.6743741 4.8987259 1.3751785 9.3629038 7.2289957 NA 5.1121330 9.8882356 1.1120996 10.7146450 3.3751646 1.9601410 7.2739392 9.0779159 7.6199265 6.8345975 14.8482587 8.6528410 10.0422776 4.6970955 9.7157580 8.0093718 1.7901882 3.1186089 4.6970955 10.3335931 9.0859724 9.7660515 8.5215227 9.3009677 9.7098119 6.6419520 14.2957670 10.6732286 NA 11.3026971 9.9649669 11.0108842 NA 1.3751785 11.0283097 9.2101638 11.4718812 8.6574825 7.1211201 10.9348618 8.1098756 7.6096479 NA 9.1030866 -1.2098953 2.3751785 10.5658138 2.2496274 9.9892624 11.2439886 10.7352815 8.5147172 9.8987280 6.5715631 11.8374689 9.5829938 10.0256195 11.1364403 2.8776657 10.6145696 10.4661606 10.1283829 6.8291227 10.6139688 NA -0.2097284 2.9601224 -0.2097284 -0.2097284 12.9231852 6.6481850 2.5975550 10.5534159 10.3553056 4.8346000 7.3409503 7.0286078 10.5505077 10.8125714 11.8044368 6.6167517 6.8508994 10.3854610 0.3751785 2.4906471 1.5975550 -0.2097284 8.7646182 12.7978441 9.4122554 10.0087668 9.4863017 3.5450911 10.4090478 7.5550753 10.0459049 3.5450911 9.9271947 4.0381289 10.5781673 12.6731331 8.2496350 11.0982581 10.5915078 10.0709744 8.2880554 9.5299841 4.4978359 13.0055090 9.7523766 10.5134378 10.3452719 7.4012285 NA 7.2618787 10.3235333 14.0359104 9.3958128 10.9220605 9.0894115 11.1297753 5.3447930 10.2419298 10.1439018 10.3970713 9.0797384 2.5975550 4.3751646 10.0848243 NA 3.9601317 9.6697868 6.6910707 12.0075555 12.0938416 8.6230936 10.3690480 9.2080561 9.1356087 10.6876331 9.4168252 10.7667677 7.8934915 NA 9.7894989 4.3447930 1.5975550 -1.2098953 3.5929115 11.7631833 -0.2097284 6.8345975 7.9029816 3.5975550 6.1652427 -0.2097284 11.5367179 10.5768816 10.9889555 10.9281553 9.6270430 8.9638807 5.5445565 7.9525951 11.4113396 10.8559562 9.2227454 10.3495807 10.2070010 NA 8.5911034 -1.2098953 NA 10.1846662 8.1278257 9.4767041 8.3215850 9.9607545 9.4510907 12.2726334 -1.2098953 7.0848243 8.5282959 8.6835052 -1.2098953 2.8776657 0.3751785 NA 6.3059031 13.6739923 8.1477554 7.0616660 11.6047860 -0.2097284 9.3938300 8.9484093 9.7803075 10.2511714 7.4696833 11.7341835 9.6804678 10.7124163 8.7473055 4.4906407 9.3137655 9.1630687 5.1298765 8.1648084 10.2450169 1.2481e-03 -4.7842e-04 -3.6011e-03 2.0805e-03 2.0805e-03 3.1910e-03 -2.6322e-03 5.5459e-04 -1.1087e-03 -1.2473e-03 -8.9140e-03 -3.7743e-03 -1.9399e-03 -4.7079e-03 1.2481e-03 5.9700e-03 4.1593e-04 -9.4046e-03 -3.6011e-03 -3.6011e-03 -3.6011e-03 2.0805e-03 2.0805e-03 4.4013e-05 4.4013e-05 3.1910e-03 -4.4312e-03 -4.4312e-03 -8.1318e-01 -1.2473e-03 5.5459e-04 0.0000e+00 0.0000e+00 -4.8100e-03 -6.7813e-03 8.3195e-04 -1.1087e-03 -1.2473e-03 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.4104234 12.0702493 9.5894852 10.8944747 9.5249133 NA 0.7901882 9.8104891 9.9545952 NA 6.9450212 10.0945549 10.0922713 12.8841162 5.0190213 6.4484153 7.8236265 9.5104477 5.1121330 9.6238842 4.1825175 9.2790478 1.1120996 11.5776980 11.8157480 10.2258738 6.3901156 1.7901882 6.9800276 7.7760454 12.2084423 5.1121330 7.3254791 8.3882558 4.8562935 10.5911034 8.4213807 9.8215602 8.8696882 NA 7.6071875 9.5299841 10.8407325 10.0968349 2.3751785 10.6605683 9.4322552 7.1255943 4.5450911 9.7852640 4.8125701 13.8684378 12.3420320 8.8683543 13.3938299 13.0130739 6.0569910 6.9701128 9.1311663 4.9601271 10.1684984 10.2735155 10.6655689 6.0663282 11.9342244 6.6667211 11.2232673 7.9923271 NA 10.0894115 7.4767041 11.7993323 9.5450911 11.1364403 9.2154194 9.2352185 4.8474357 13.4350175 7.1782206 15.5864587 11.8044368 10.4108816 12.3807906 10.7268415 -0.2097284 10.0974043 8.4923764 11.6458507 9.7631833 8.2496350 7.9525951 10.1255939 13.1387934 7.9996568 11.7561609 3.1121330 6.3059031 9.9175530 12.4451561 12.4849967 12.2869325 4.9996573 -0.2097284 -1.2098953 10.7993323 12.6558402 11.2475588 7.1255943 11.4152274 11.8398819 12.3792695 9.6015782 11.0030038 3.8776657 9.0859724 7.4975629 4.2164704 9.1932156 10.6070232 2.6970843 -1.2098953 11.8186017 8.6246745 11.1062022 10.8743476 1.5975550 13.1755267 3.6306617 6.0848233 7.3845282 7.2289957 9.0569902 10.1521473 11.3425701 8.4767041 6.4975629 9.6590262 8.2820566 8.0709742 11.2237890 9.7008463 10.7275773 11.5172731 1.7901882 8.5975584 5.5316715 12.6038054 8.7090669 8.9335868 9.4863017 9.3439576 12.2446314 3.6970955 8.2248318 9.6135707 10.3235333 10.9475504 10.4213806 12.0075555 12.8002945 9.0274134 10.7667677 9.3947568 10.5250613 8.7617470 10.3351680 9.2740193 -0.2097284 9.6720823 NA 7.0333778 11.5341964 10.1283829 -1.2098953 9.3938300 8.8856006 9.4484149 TCGA-MM-A563 41 0 NA 591 kidney stage i t3 nx mx 19-3-2015 male 2012 NA yes NA kidney clear cell renal carcinoma yes 14 1999 black or african american not hispanic or latino 274.28.0 NA NA 3 2 3 3 2 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.144222692 10.013557590 8.297250580 NA 11.705285062 8.120140398 12.578036015 NA 1.992732182 5.499083688 9.988798848 8.970127466 10.586547467 8.194583524 12.212719399 9.778721105 10.557016272 8.629283391 5.236048644 10.489535309 9.243245878 7.601406819 13.593895464 NA 7.018458366 -0.992804499 NA 10.224583460 10.061157439 7.433496144 4.255160791 8.595946304 9.581825175 10.337588231 11.558939818 9.979493363 10.089380563 6.614561151 13.164420579 9.659180156 7.446023759 11.846829058 7.862099850 10.669899919 10.341504813 3.865216096 11.447581676 9.547359596 10.699847086 10.227005165 7.880675731 7.686712014 10.242599648 8.939446398 8.118366994 7.697229621 1.007267275 9.987371180 8.857418421 3.329166661 8.236050079 9.420859423 2.329152306 10.739823046 9.042030591 5.577087375 9.850720833 10.701154039 10.248618916 9.831394816 15.521514130 8.811362490 9.521945664 5.156979014 9.842492563 7.429296260 8.435591926 2.814591438 9.591254540 9.309870568 9.335906595 10.063191741 8.563737777 8.728330748 8.326903566 6.990225389 13.460373571 10.900533108 NA 11.503586064 10.266103792 9.462558711 0.007195501 4.814586311 12.091707800 8.548328341 9.566608741 7.967233753 8.588432065 11.002645426 8.482964820 11.059123645 2.329152306 8.652890135 2.177152403 NA 9.203218779 5.877597029 8.819408894 9.574237019 9.943869474 8.276358475 9.667227414 9.810555408 11.627678238 9.845647641 10.205062555 11.771688528 5.889875047 10.640031409 10.340945968 9.995206072 10.274603539 9.815391302 -0.992804499 2.177152403 0.007195501 -0.992804499 8.538613043 13.802408795 10.400622033 11.698757009 10.327467989 10.346524925 4.814586311 6.973015386 10.569950994 10.380096611 10.063191741 11.286731879 9.670789714 9.670789714 10.906588500 7.530793345 4.136511330 3.177152403 0.592158002 9.534708492 13.544025156 9.133935926 11.456122179 9.412372958 7.643856190 10.143581938 8.429296260 9.987314044 11.201064928 9.299553308 10.438729175 10.329880857 9.910360309 8.355959763 11.106250552 12.477000551 11.533486259 9.371366316 9.149019493 1.685312266 12.236200528 9.042030591 9.740246921 9.395248781 10.632483804 2.466653220 8.250405491 10.967233537 9.036753597 8.201914630 11.148700151 8.476873358 10.739823046 8.266974828 9.947545187 11.430084774 9.929815995 8.922707781 5.748697369 8.252784154 9.817803263 0.592158002 9.780370801 9.150614762 6.499085283 12.654802417 10.648380144 8.505083474 11.073993505 10.298402289 9.236050319 11.074366749 9.042030591 10.331974653 7.264618997 2.329152306 11.263735154 7.338148044 5.136515431 6.607143861 4.051624421 10.288002390 5.721476565 10.367529966 6.347080949 5.311012591 0.007195501 1.592205852 10.946076011 10.520959132 11.044778514 11.713727600 7.012855798 8.476873358 5.989427427 11.190866925 11.067251895 10.771688528 8.631113015 9.889874590 11.278986361 -0.992804499 8.517006738 NA NA 10.179033880 8.700718520 8.735152182 8.146782996 9.943869474 12.350139595 13.970217918 3.094692119 11.061496689 12.347498961 10.104605305 NA 4.136511330 3.466666270 NA 6.177156390 13.339687774 10.479414695 7.099988398 11.877596300 NA 8.495071523 8.732342133 9.887580406 9.223977307 7.191760029 11.147422267 9.657385804 10.580405374 9.774588428 8.945340825 10.708538002 9.418742535 4.373202737 7.973333454 10.644762098 0.00249690 0.00000000 0.02890300 0.01377200 0.01950300 0.01377200 0.01014600 -0.01766600 -0.03694600 -0.13600000 -0.13600000 -0.16299000 -0.13109000 -0.03574900 0.00249690 0.00249690 0.00000000 -0.59777000 -0.58686000 -0.58686000 -0.58686000 0.02960600 0.02463200 -0.58569000 -0.58569000 -0.60221000 -0.52562000 -0.53557000 -0.00218810 0.00332990 0.00332990 0.01419000 0.01419000 -0.54889000 0.00027728 0.01586600 -0.03694600 -0.13600000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.540 0.000 0.000 0.000 -0.587 0.000 0.000 0.000 0.000 0.000 -0.592 -0.592 0.000 0.000 -0.588 -0.588 -0.536 -0.536 -0.154 -0.154 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.531 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.540 0.000 0.000 0.000 -0.587 0.000 0.000 0.000 0.000 0.000 -0.592 -0.592 0.000 0.000 -0.588 -0.588 -0.536 -0.536 -0.154 -0.154 9.421917 11.386610 9.140374 12.443813 9.390936 NA 2.007231 10.068603 10.900336 2.466653 9.086716 3.399554 9.024040 14.633568 9.111830 8.860541 6.292635 7.474837 9.246830 8.062514 10.908098 10.130060 5.995916 8.712864 9.332537 10.123576 8.767120 7.883748 11.136515 9.168363 12.099490 4.292635 7.035138 7.964333 9.357066 10.195202 9.8121693 10.2124139 8.7836645 NA 10.3487504 8.6108580 7.5229314 10.2569376 4.8652111 9.6438562 9.3866099 7.4038361 8.9050771 9.5307935 7.6145619 12.7210477 10.8202110 9.7343011 13.2732128 12.8250147 6.4418602 8.8000217 10.1144486 8.8417027 9.7621191 9.6393179 5.9614289 8.1183670 13.3610676 8.9902251 9.7654549 6.1970555 2.7076794 10.3806405 7.6438562 12.7072377 9.7402469 11.7716885 9.2492147 6.9959164 7.5733616 10.3319747 9.8282082 15.1243064 11.2867319 11.3699973 12.7201884 10.4182128 0.5921580 11.4418598 10.1435819 11.0302928 8.7163153 8.3559598 7.7351518 10.3653333 12.3805046 11.4073105 11.1281174 4.2926345 7.3155708 6.9787757 14.0261402 10.3974005 12.7455350 7.4208596 2.7076794 -0.9928045 10.0833791 12.4800493 11.2575359 7.5347083 10.6582833 11.632940 12.216990 10.557016 10.489535 8.086716 11.125199 11.532018 6.665443 9.853505 14.035915 7.446024 7.338148 12.340230 9.050259 11.246532 9.866766 2.007231 12.808435 7.722232 6.846436 8.435152 10.278695 8.621941 9.930559 8.231233 9.002999 6.902049 11.900912 9.643856 8.993073 10.998045 10.500587 9.358171 10.377374 4.007231 10.168363 8.891402 13.046112 7.647476 6.636588 9.412373 9.638181 12.349028 7.886815 8.942397 5.877597 10.967234 10.637044 10.708971 12.654802 10.812169 9.562779 10.331975 11.012505 10.562496 6.264619 10.475346 10.251001 3.007231 2.329152 5.236049 10.762119 12.543147 8.741941 3.592194 8.495072 7.538613 10.371913 TCGA-MM-A564 68 0 NA 607 kidney stage ii t2a nx mx 19-3-2015 male 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american not hispanic or latino 274.28.0 NA NA 3 2 2 4 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4464101 9.8299120 7.6564957 3.0305127 10.7961427 7.3063151 10.8108564 -0.6700154 1.7868891 5.0849529 10.7698971 9.6281287 10.1341972 8.6061905 11.6724187 8.8865721 11.1179687 8.5827317 3.5779967 10.2622809 9.4861492 8.2459458 10.2407089 NA 6.3744605 NA NA 9.8368696 10.2369568 7.0849540 3.8536264 8.9648771 9.0511654 10.2065832 9.0630814 10.0990775 9.1518400 5.4175285 3.1374216 9.0095462 8.1849343 9.3173301 3.9739235 10.3934612 10.9215885 0.9150237 9.9666907 9.2309329 10.2466920 10.2157626 7.9336924 6.2842624 10.0542645 8.9582929 8.2987330 6.3300653 1.9150237 9.3370933 8.4899374 -0.6700154 7.3130599 8.6542468 7.1629562 10.7766326 7.1244822 6.1244812 9.6985071 11.4313853 10.2533937 10.5968527 15.5258228 8.7180835 9.1849346 5.2608048 10.0622336 8.5492348 7.6292743 4.0316157 8.3468745 9.0077858 9.8388513 9.7823075 8.8037718 8.5443853 9.1973450 6.6061905 13.4299892 11.2437036 NA 11.3176855 9.4761129 8.5968528 NA 8.0613852 10.3968281 8.9594227 8.6654564 8.2519070 7.4228233 10.1645372 8.1534335 9.5309893 4.0305038 8.0130608 NA NA 9.1422434 5.2369556 8.8279181 9.2309329 11.2652312 8.4280984 9.1277277 9.1849346 11.4499346 9.5149414 10.3558978 11.7688580 2.4999862 10.0772521 10.5821402 10.3087767 9.4425056 9.4785427 NA 0.9150237 0.3300994 0.3300994 6.8219194 15.0466445 3.4999862 10.0891220 10.6246869 10.3102057 2.1374052 6.9666912 10.5155611 10.1919285 9.1293477 11.1280640 9.4999911 6.9666912 11.0117438 6.2489295 3.1374216 1.9150237 -0.6700154 9.7925684 14.1782490 8.3826344 11.3005316 9.0999040 7.6292743 10.2324413 8.8138819 10.5099317 10.8487193 10.2035103 6.4280988 10.8334149 10.3356907 7.1374216 10.7094445 12.9371653 11.3304183 8.5370805 10.2637569 4.4903391 12.5006172 9.2504190 9.4385906 9.6212369 4.8846565 -0.6700154 8.4015285 10.8174038 8.0680909 7.3729843 10.8536281 9.2622809 10.4587050 9.3044807 9.6519943 11.3328812 10.3166194 9.1805186 4.8846565 8.1849343 9.8865722 NA 9.9401682 9.5049919 3.9739235 13.7828222 8.9056054 8.1973450 11.2023563 9.9657843 9.7730096 11.0450157 9.3201701 9.7812772 5.3744588 2.4999862 10.8677699 8.3934612 6.3187507 2.6520046 4.5779907 9.9900621 7.0579863 11.3332327 6.7270137 4.9447741 NA NA 10.5167995 10.6457818 11.5124605 12.4361383 7.0305060 6.1629552 5.4614074 11.7264033 10.8032646 9.9954021 8.3384948 10.2271553 10.6909133 0.9150237 9.2548786 0.3300994 NA 9.8098464 9.3286565 10.0348344 8.4412017 9.8989723 11.5056157 13.3650370 5.1114278 11.5254384 11.2820793 10.3676131 -0.6700154 3.1374216 1.6520046 NA 5.1114278 14.1891641 9.7678183 5.5588860 11.5768068 0.3300994 7.8017413 8.6361279 9.7072766 9.5211254 6.9739223 10.7239929 9.3087766 10.6848665 10.0849537 8.7330780 11.9288166 9.2459455 3.5371842 8.5154621 11.4708959 0.2010600 -0.0096481 -0.5341300 0.4605800 0.4604100 0.3037800 0.0000000 0.0120970 0.0112610 0.0397060 0.0397060 0.0397060 0.0962340 0.2010600 0.2010600 0.2010600 -0.0096481 -0.5408700 -0.5293000 -0.5293000 -0.5293000 -0.0111980 0.4595600 -0.0110600 -0.0110600 0.3037800 -0.0134540 -0.0134540 0.0000000 -0.0080244 -0.0080244 -0.0154660 -0.0154660 0.0048579 -0.5114900 0.0049969 0.0112610 0.0397060 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.474 0.000 0.000 0.000 0.000 0.000 0.000 0.201 0.201 0.000 0.000 0.000 0.000 0.000 0.000 -0.529 -0.529 0.000 0.000 0.460 0.460 0.000 0.000 0.460 0.460 0.304 0.304 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.474 0.000 0.000 0.000 0.000 0.000 0.000 0.201 0.201 0.000 0.000 0.000 0.000 0.000 0.000 -0.529 -0.529 0.000 0.000 0.460 0.460 0.000 0.000 0.460 0.460 0.304 0.304 0.000 0.000 0.000 0.000 3.1374216 10.9806692 9.0391499 10.1023807 9.6665727 NA 1.9150237 10.1973449 10.8054399 0.9150237 8.2813510 7.5968524 9.3771901 12.1810343 6.1629552 6.9521180 6.1244812 8.0949375 7.9666906 7.6832129 7.5540677 10.1244821 1.9150237 8.5564785 9.1531309 10.8735814 8.8903990 1.6520046 11.3307704 7.9811180 12.0400051 3.0305127 6.4068819 8.5395194 4.5395187 10.4612801 9.8711628 10.3641773 8.7771494 -0.6700154 9.7823075 9.1849346 7.3853482 9.8179062 2.4999862 9.6542467 8.6452156 7.3634891 9.2218498 9.9056054 7.4385906 12.2403341 12.3305944 9.8229208 13.4837765 12.9052508 5.3961561 8.8750305 9.3328811 5.0305038 9.8701942 8.8555871 4.2842624 6.6876178 13.5272060 10.3765081 8.4670573 8.7458081 3.3300707 9.8653415 8.0916173 12.1394324 9.9909534 11.7688580 9.0613852 5.4385923 7.5649794 10.3187509 9.8418187 14.3477445 11.1280640 10.6206611 14.1734475 10.3995159 1.3300420 11.2130912 8.8437939 10.4483584 8.8118656 7.1374216 8.7874472 10.3572810 12.2220397 9.0715332 11.2787984 6.0443111 6.6429484 3.4175285 14.9091015 10.2556206 12.8832154 5.8378600 0.9150237 NA 8.8653417 12.2764242 11.4054751 7.9112667 10.6559338 11.6226754 12.3388449 11.1179687 10.2622809 7.4644927 11.1313703 8.8808128 6.0165676 9.7864206 12.4970326 8.1849343 7.1374216 12.5070138 8.4307285 11.1954128 10.0698467 3.9739235 12.5705594 5.7129066 5.3300671 8.1764026 10.7202351 7.6154685 9.9197173 8.4696174 8.9458429 4.0305038 12.2690944 9.3342867 7.4899379 11.3377943 10.5666784 8.9721179 11.2571033 0.3300994 9.4267813 7.7266712 13.4430774 6.3744605 9.1676941 9.0999040 9.2303291 12.0331046 2.1374052 9.0949378 5.0849529 10.8174038 10.4689779 10.4274399 13.7828222 10.7277408 8.9225232 9.7812772 11.0903703 10.6881679 5.5968517 10.7196975 10.2936848 1.6520046 -0.6700154 3.9739235 9.9512022 11.7484222 8.2429554 3.0305127 7.8017413 7.7051057 9.8128741 TCGA-MM-A84U 58 0 NA 464 kidney stage i t1a nx mx 5-3-2015 female 2013 NA yes NA kidney clear cell renal carcinoma yes NA 1996 black or african american not hispanic or latino 387.17.0 NA NA 2 2 2 4 2 2 3 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.1882928 9.2950089 7.4153547 7.8015377 11.9789320 9.4064236 12.5193871 -0.8277685 4.3929013 5.8303922 9.3767520 7.9955484 10.2402875 7.8051764 12.0578774 9.3791953 10.2007777 8.8357391 5.9001012 10.6893582 8.9811451 7.2239341 13.4736057 NA 7.5558852 NA NA 10.4212944 10.4500495 8.7608956 3.4201051 8.4713891 9.3804154 9.8259217 10.7069702 9.8838479 9.2301727 5.7113407 8.1379651 9.1637028 8.1088187 10.4552694 9.0161021 10.2556603 10.6873880 4.3421067 11.2573214 8.7683706 10.6524663 10.0340433 7.7608956 6.9535411 10.3315352 8.9823670 8.3066072 4.7267713 0.1722315 9.6387673 8.4459766 2.3420996 7.6799755 10.1029183 9.3078902 10.9123833 10.0254905 4.8160364 9.1525777 11.2626242 10.5014168 9.9510795 16.2397414 8.0669987 9.1058716 4.8160364 10.6873880 7.2543304 7.0609239 2.3420996 9.7580824 9.4034022 8.7887298 10.1508914 7.8015377 8.5231201 8.3142882 6.6957433 13.8487992 10.6972123 NA 11.4266191 10.2715025 8.9665969 NA 9.1102904 11.4141641 8.3320522 8.9519004 7.9136482 9.1249223 11.1106579 8.2675779 11.1669587 1.9795498 8.4736773 4.3816364 NA 8.9649712 6.4105853 9.1665344 10.2456531 9.9228879 8.0910444 10.4389675 8.9304041 11.3251629 9.8769492 10.5687857 13.3313428 4.4941083 10.5318317 10.0977354 10.3250995 10.4087932 9.8115216 NA 3.3420996 1.7571513 0.1722315 7.5341247 13.6396592 8.3193858 13.1572224 10.8214372 10.6311002 4.0301595 7.4895935 9.0332680 10.4307470 10.7025873 10.9534095 9.0654824 8.1665342 10.7771974 6.8232322 2.4941083 3.9270715 -0.8277685 9.7152128 13.5550751 9.1278308 11.4260285 8.8898574 7.5120309 9.7315580 8.0609245 9.8158388 8.9811451 9.1249223 7.3421058 9.8795142 9.4331005 7.5075711 11.1223723 13.7384134 11.4174366 9.7296447 9.5847932 2.2998015 12.5622155 9.1735892 9.6967228 9.0760628 10.7171454 NA 7.6151242 10.6539804 6.7315200 7.9407951 10.7547934 7.9502579 10.4413076 9.9617146 9.9444955 11.4673759 9.8983991 9.5909612 5.4389681 8.7850496 9.8133296 0.1722315 10.5198023 8.4034019 5.9270692 12.7659222 10.8885717 8.7646381 10.7818215 10.7585517 9.1875960 11.3921179 9.3681683 9.7627680 7.0969934 2.8726121 11.2516658 7.8481378 5.3816329 7.3117320 3.0790708 10.3644738 6.1721815 9.6769999 6.3282136 4.3816364 -0.8277685 0.7571086 11.5815719 10.4895936 10.7329914 11.9541553 7.4805196 7.6232684 6.6291511 10.4034022 11.0184549 10.2688961 8.7627680 9.8578058 11.0764392 1.4941083 8.6479145 NA -0.8277685 9.8949885 8.4389677 9.3693978 8.2702131 9.9568158 12.9877644 14.0221724 2.3420996 10.7205212 13.0722930 10.2240696 -0.8277685 3.9795315 2.7571513 NA 5.8864258 13.9751516 10.6705316 6.7868904 11.7978898 -0.8277685 7.5858091 8.8870274 10.3212929 8.7035624 7.0113849 11.7072133 9.3755291 10.5783860 9.3269990 7.9270686 10.5794487 9.4295689 4.2191995 8.1020313 11.4544007 0.00395190 -0.00415460 0.00374650 0.00485790 0.36986000 0.00638710 0.00388540 0.00161040 -0.00373950 -0.35852000 -0.35852000 -0.35852000 0.30314000 -0.00777230 0.00437490 0.01642500 -0.00899060 -0.58451000 -0.57881000 -0.57881000 0.00374650 -0.00995650 0.00485790 -0.00418840 0.00291330 0.00124810 -0.37471000 -0.37471000 0.00388540 -0.00013862 -0.00013862 0.00332990 -0.00453730 -0.37223000 0.01460900 -0.37200000 -0.00373950 -0.35852000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 0.000 -0.372 -0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 -0.369 -0.071 0.287 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 0.000 -0.372 -0.372 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.369 -0.369 -0.071 0.287 7.8015377 11.6650356 8.9287372 11.8361837 8.8069919 -0.8277685 2.9795315 10.4171393 10.7639370 2.6316165 9.8890004 5.2807040 9.0082314 15.4690076 8.1637030 8.1778057 6.3320527 7.6839336 8.1321830 7.9001012 12.2519991 10.2145243 3.8726219 9.1249223 9.3752719 10.0509983 8.6740181 10.2369238 10.4742486 9.5794487 12.5765189 3.1721835 6.6479145 7.8124257 5.1029184 9.9161739 9.8223352 10.0082314 9.2937144 NA 10.3852852 7.8446066 6.4575828 9.9312369 3.2596491 10.2852719 9.5053364 7.3570567 7.6680361 9.2988856 8.2382700 12.5770564 11.4552693 9.3496006 12.9100621 12.5174476 6.0176703 9.2193048 9.8142327 8.4552693 9.6610254 9.7458281 5.3014633 6.4389681 13.2997723 7.6151242 8.4622000 6.8375169 3.8726219 9.3718533 7.7905668 12.5723933 9.4319242 13.3313428 8.7758075 7.4713891 7.1081711 11.5114743 10.3755290 15.4875959 10.9534095 11.4040022 12.8542977 10.1700661 0.1722315 11.3779743 9.5794487 9.6898504 8.3219281 7.5075711 7.7832058 10.2335522 12.3693977 9.2728432 10.2963023 6.1721815 7.2165751 3.7571406 13.7921327 11.2396154 12.2958174 8.6559968 0.1722315 -0.8277685 10.2382701 12.3861965 11.0284158 7.3066077 10.4183277 11.614606 12.454835 10.200778 10.689358 6.786890 10.253664 10.042546 7.079072 8.911961 14.102724 8.108819 7.730602 11.896680 8.553724 11.148029 9.663032 3.564500 13.680780 6.563038 5.844607 7.980662 9.380415 8.687881 9.783206 7.768371 8.668675 6.311732 11.190729 9.779511 8.979536 11.534947 10.400398 9.569856 10.983556 2.172167 9.853419 6.711339 12.926179 7.783206 7.542869 8.889857 10.325796 12.341949 5.529734 8.393768 4.664033 10.653980 10.295009 10.517032 12.765922 10.366938 8.830393 9.762768 11.851661 10.072293 6.114696 10.638257 10.135077 2.342100 1.172167 1.172167 9.474820 12.079513 8.623392 2.872612 7.585809 8.070026 10.211100 TCGA-MW-A4EC 72 0 NA 330 kidney stage i t1a nx mx 19-3-2015 female 2012 NA yes NA kidney clear cell renal carcinoma yes NA NA black or african american hispanic or latino 274.28.0 NA NA 3 2 3 5 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6936405 10.0878107 8.1484862 9.0414108 10.8122193 5.4648675 11.5449674 -1.2863042 1.0328767 7.2646049 10.1018754 7.6475491 10.2549548 8.5577792 12.1172697 10.5534556 10.5288411 8.9086151 4.2374184 10.1552462 7.6738603 6.7472813 10.0096271 NA 7.5530617 NA NA 10.1604245 9.9024470 7.5965014 3.4687397 8.3137710 9.4142979 11.1878175 9.6622254 10.2501053 7.8066154 5.5718406 6.7960072 9.5842229 6.1061745 10.1778933 4.5467463 10.9507693 10.3946571 2.7138498 10.3924583 9.4012339 10.0703102 10.4603724 7.7527774 4.4952155 10.4635517 9.3441252 8.2097131 4.3285708 NA 9.4038561 8.0061796 2.5212015 6.6147246 9.2674873 1.2988342 10.7106846 7.6680546 7.0625859 10.0492317 15.4565491 10.5252328 10.0142106 16.9218972 8.5324405 9.8334477 4.9233108 9.8527698 7.4553248 6.6445961 1.7317915 10.0894407 9.4263851 9.4477209 9.8262976 8.0221969 8.1253690 9.2617167 6.2837144 14.2391036 10.5268376 NA 11.8008236 10.2917873 7.7194826 NA 0.7138717 12.6352342 8.6371856 8.8559651 8.2016981 8.7973376 11.2278324 9.2617167 12.9370469 4.3862867 8.8013210 -0.2861283 NA 9.8092551 6.8534094 8.1464001 9.1906042 10.5593482 8.1422184 8.8262977 9.4645651 11.6955003 9.5308417 10.0335302 11.9608956 NA 10.4971920 10.1104630 10.3477615 9.9777141 9.4770705 NA -0.2861283 NA NA 7.8145203 14.0343414 9.2027025 13.0297860 10.2181806 10.0537082 2.2988342 7.0492485 9.6897061 10.2931741 9.6839640 11.3208162 9.2530168 7.7826366 10.8135347 3.9233108 2.1732874 0.7138717 -1.2863042 9.3386535 13.5511904 8.8812761 10.9588165 8.9450792 6.6968521 10.7999944 8.3915779 9.8204865 12.2883334 9.2471879 10.0675563 9.8391294 10.7320583 8.2037062 10.9978146 12.4717689 11.1609414 8.4400764 9.3791940 4.3285708 12.4489910 8.7514051 10.3862835 9.0801804 10.7684624 NA 7.9899825 10.7117433 11.2961272 9.1083530 11.2479178 8.8661430 10.7465927 9.0888977 10.2171870 10.7369194 9.8046322 8.4784808 4.6911377 7.2837135 9.8655089 NA 10.4336747 8.1996876 6.2374203 13.2565273 9.5987917 8.8762496 10.8759347 9.6475487 9.7341436 11.0551990 9.5632632 9.7893372 7.7718499 3.0357822 10.8253198 9.0278748 3.2988196 6.3862833 4.7362260 10.7926761 6.3285672 9.3950964 5.9541730 4.4142979 NA -1.2863042 10.8412077 10.9015195 10.6655071 11.4612120 9.2374201 8.3880504 6.8286938 11.7126248 11.1921221 10.7021878 9.0625864 10.0119208 10.8912777 0.2987756 8.2137040 NA -1.2863042 9.6796425 8.5546360 9.5772700 8.6431166 9.6379283 12.9674841 14.9585564 3.8837870 11.0672807 12.0741566 9.9233114 NA 5.7405471 1.2988342 -1.2863042 6.2912868 14.3830754 10.0340946 7.2988205 10.8664598 NA 8.4021086 8.9289299 10.3689416 9.2265986 7.8887840 11.0924239 9.4902911 11.4056016 9.2875053 8.1359227 10.2670074 9.3604167 5.0185496 7.6680546 10.3058479 -0.0018014 0.0063871 0.0315770 0.6178800 0.0068044 0.0000000 0.0011093 -0.0201380 -0.0329960 -0.0306770 -0.0306770 -0.0306770 -0.0306770 -0.0018014 -0.0018014 -0.0018014 -0.0065050 -0.6358100 -0.6264600 -0.6264600 -0.6604500 0.0253900 0.5430200 -0.6372700 -0.6372700 0.0000000 0.0012481 -0.0060904 0.0011093 -0.0052610 -0.0052610 0.0072217 0.0072217 -0.0036011 -0.0239770 0.0041632 -0.0329960 -0.0306770 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.622 0.000 0.000 0.000 0.604 0.604 0.000 -0.637 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.622 0.000 0.000 0.000 0.604 0.604 0.000 -0.637 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.1875639 11.5846081 8.7609820 12.5381208 9.7940095 NA 1.2988342 9.6889897 10.9438635 -0.2861283 10.9629716 8.6651430 9.2206615 11.7913415 7.2057112 7.2295581 6.9426764 8.2703640 7.3541030 8.1895913 9.0823646 9.7299699 1.0357647 8.8521300 9.8793933 10.6658713 8.2626803 5.4820415 10.8376562 9.1189997 12.1966522 3.6207506 6.9759534 7.6709600 9.4168965 10.6431165 9.2471879 9.9438786 8.4332470 -1.2863042 10.7247359 8.2057112 7.1484868 10.2960001 3.7582499 9.4952179 9.4527947 7.2295581 8.2912868 9.6731356 7.0402875 12.8867544 11.3301773 9.5788180 13.8020252 13.0943253 6.6796420 8.9269625 9.4116944 7.3248826 9.3531989 8.7320582 4.4687462 5.3285672 13.6556394 8.4246647 9.7145624 5.1895913 1.0357647 10.1253692 7.5276396 13.1969181 9.2665273 11.9608956 9.4779003 7.4720816 6.5403435 10.6680544 10.6323487 15.5969309 11.3208162 10.4353846 13.9143353 10.4434789 0.7138717 11.2092135 8.9570321 9.5601320 8.7376124 8.2037062 8.4704144 10.0856347 12.6077284 9.3100479 10.9537490 3.9992604 6.3137701 6.3063151 14.4347479 11.3072493 12.5222190 7.0975623 -0.2861283 -0.2861283 11.0481314 12.3805260 11.0035514 7.9450792 10.7886686 11.6734979 12.2424343 10.5288411 10.1552462 5.6207477 10.5799779 10.6914958 6.2057112 9.1243095 15.0863660 6.1061745 6.2988214 12.7706541 9.1916164 10.7222868 10.1834999 1.7138717 12.9032194 7.0352005 5.5842229 8.1842729 9.8457151 9.0592633 10.3368251 8.9310767 8.6365318 5.2530173 11.3928983 9.8282512 9.0301396 10.7236867 10.6214999 9.3693888 10.5054280 2.0357998 9.9438786 7.6738603 12.3919322 7.8862855 6.5903745 8.9450792 9.3782966 12.1448333 3.2374261 9.0790869 5.8431422 10.7117433 10.1911104 10.6504960 13.2565273 11.2307893 8.8379795 9.7893372 11.0122072 10.5657125 5.6680539 9.7039620 9.5949721 0.2987756 4.4142979 -1.2863042 9.5826808 12.5433103 9.0670048 4.2988196 8.4021086 8.1814639 10.2818143 TCGA-NP-A5B3 74 0 NA 1069 kidney stage i t1a nx mx 26-3-2015 male 2011 NA yes NA kidney chromophobe yes 50 NA black or african american not hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-NP-A5H1 66 0 NA 959 kidney stage i t1a nx mx 26-3-2015 female 2011 NA yes NA kidney chromophobe yes NA NA white hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-NP-A5H6 49 0 NA 809 kidney stage ii t2a nx mx 26-3-2015 male 2012 NA NA NA kidney chromophobe yes NA NA white not hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-NP-A5H7 40 0 NA 22 kidney stage ii t2b nx mx 26-3-2015 female 2011 NA yes NA kidney chromophobe yes NA NA white not hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-O9-A75Z 44 0 NA 471 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 344.34.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5712193 9.9775183 9.4143032 NA 12.9075562 10.5793159 12.8709065 -0.2921219 3.2691379 5.3371652 5.6026261 7.6936493 10.7391638 8.3151373 11.5367371 11.9460627 10.4940768 8.3660188 6.6908012 10.8970141 8.2757632 6.4027563 11.5277867 1.7077898 4.3802307 -1.2922985 3.4626937 10.9432231 10.2580731 8.9781027 4.2313710 8.7549312 9.3678031 10.2633550 9.6488548 9.9581056 8.5151621 5.3660179 7.8005641 9.9360247 7.7246155 9.1065509 4.1340730 9.7522013 10.6363256 2.5151573 10.9393284 8.0342366 9.8396642 10.4867057 7.5719930 7.7630895 10.9225604 8.9568141 7.6590918 6.1996606 4.5904523 9.4082469 9.0947475 5.5904493 5.9932101 9.8032043 0.7077898 10.7260074 10.2056591 5.9074796 10.5999440 13.2408327 9.8839804 7.1256594 14.9686716 7.8550123 9.8071551 4.3802307 10.6768339 8.6576339 5.4759928 4.6866910 9.1885975 9.9431035 8.8600922 9.7439809 10.0509930 8.3444317 7.9769341 6.7685033 12.3084171 11.6554442 NA 11.8502334 9.4252180 8.8032041 NA 6.6678098 12.9094717 8.9001000 8.5454352 7.8370905 10.0007040 11.0893502 8.4858844 7.0295545 -1.2922985 9.3543660 4.4357286 -1.2922985 9.7204317 3.1001198 8.7617331 9.5375300 9.5704445 8.6414980 10.2871232 9.8195949 11.1116395 9.3749188 10.4989701 15.2942366 -0.2921219 10.6802522 11.2762384 10.4993771 9.6986203 10.2001611 NA 5.1171963 2.0297356 0.2927817 7.1256594 12.9988340 11.4610240 7.4047746 9.8286931 10.8830449 4.2623956 8.5311744 4.7738961 11.0998563 10.2894785 11.6615635 7.0476573 6.6444447 10.5054688 4.0653569 7.2156019 8.0138687 1.2927817 9.4576766 13.2971658 9.5789425 12.3130552 9.2871232 7.5595561 10.2091469 8.0115879 11.1263583 6.3660179 9.5743135 5.6964919 10.3312955 10.2382135 8.4576768 11.8937667 10.6663599 12.2324714 9.0850177 9.5383224 5.7052121 12.0409626 8.3534658 9.3588589 9.1361673 8.2814544 NA 8.4825942 10.5115348 -0.2921219 7.2925443 10.2522887 8.8676784 10.9236436 8.9414268 10.1393049 11.8940763 10.6514209 9.1868699 3.2927670 9.4143032 10.0155773 NA 5.9932101 8.4643636 6.2852357 12.5209872 10.7576558 8.9509813 9.8883381 9.5935035 9.5470110 11.0677818 9.0172836 10.6366957 8.3408026 5.7952708 10.9699021 6.1507506 2.9557406 5.8777320 3.4082499 10.2313692 1.5151573 7.7218279 6.2546243 3.4082499 0.2927817 NA 11.7937775 10.5727671 10.8032043 12.0547364 6.8370905 9.4517664 7.3579610 8.8460789 10.9315073 10.7856244 8.7329468 9.8858495 11.4755779 -0.2921219 9.0001288 0.7077898 NA 10.1129487 7.3188320 9.1129487 8.1171984 10.1261869 11.2029127 9.6908008 5.0297356 11.1110856 13.3052197 10.6947159 -0.2921219 3.3516566 -0.2921219 -0.2921219 6.8422334 14.5718482 10.1605633 7.7301753 11.0138689 -1.2922985 9.0218239 8.8322517 10.1113519 9.5151621 7.4858840 11.4993771 9.8222004 10.5107274 9.9011478 4.6850880 10.2522887 9.3252746 6.0777109 7.5207868 11.4023828 -0.00326540 0.00958830 0.00093143 0.00471900 1.48220000 -0.00013862 -0.00498440 0.73720000 -0.03026700 0.07685400 0.07685400 0.07685400 0.07685400 -0.00463990 -0.00463990 -0.00326540 0.00958830 0.00069327 0.00069327 0.00069327 0.00069327 0.00138680 0.00471900 -0.00110870 -0.00110870 -0.00013862 0.00000000 0.00000000 -0.00332430 -0.00207840 -0.00207840 0.00610900 0.00610900 -0.00154080 -0.00719580 0.01140000 -0.03026700 0.07685400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.482 1.482 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.737 0.737 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.482 1.482 0.000 0.000 0.000 0.000 0.000 0.000 12.3521142 12.5431668 10.4216233 12.5809629 9.4442092 NA 1.7077898 10.0592986 10.1657985 0.7077898 8.4271959 8.0543210 9.1559235 13.8858496 6.5965506 6.6503223 6.9269755 8.0364819 6.9318083 8.3642323 11.6131942 10.0087317 NA 9.1393047 9.7056923 9.9704893 4.7078064 13.8815234 9.8963961 9.0127290 11.8312723 4.1996566 7.3225168 8.4989700 10.5999706 10.0257850 9.4348767 10.1356439 9.3793483 0.2927817 10.7932797 9.2284260 8.7092155 10.9077862 2.7952682 10.4780581 8.7819488 6.8727143 3.5657921 9.1651881 7.0915116 13.0563971 10.7360586 9.5957893 13.9319974 12.5583848 7.9908953 8.4458996 9.8032043 7.2890081 10.5111312 10.0252199 3.4626937 7.8752253 14.0963627 6.6964919 10.8192689 0.7077898 NA 9.3713652 8.2908902 13.8540179 9.7134317 15.2942366 8.8739703 9.1424354 6.8675778 13.5803859 8.9545479 12.3647906 11.6615635 12.7568049 12.3300879 10.3439787 4.2313710 10.9199996 10.2416236 10.9004083 8.7412303 8.4576768 7.9342193 9.8156782 12.6249928 9.2489038 11.5239869 7.4082474 6.7522013 8.4289066 13.4438746 10.6060307 12.6980885 9.0081597 -0.2921219 NA 9.2974583 12.4409285 11.5430188 7.4357278 10.8457590 11.6858026 12.7393361 10.4940768 10.8970141 5.7301753 11.1766858 10.1713316 4.5406969 9.3489558 12.2166370 7.7246155 9.5343558 11.9820208 8.4271959 11.5279862 10.5866245 2.1672295 14.7527989 5.7087087 6.4289062 7.7817079 7.5087067 8.8018849 9.9781025 9.3558591 8.7886247 4.4626937 9.2833465 9.9050240 9.3740311 10.9287901 9.8390211 10.3548159 12.1488061 4.4626937 10.0431975 3.1672455 12.9007349 8.8714568 7.2391889 9.2871232 9.5914739 12.2464812 -0.2921219 9.0576414 2.0297356 10.5115348 10.6925817 10.4314681 12.5209872 10.7021606 9.0763138 10.6366957 10.4060778 10.8340632 9.5335610 10.3053943 10.8140430 NA 1.2927817 NA 9.2537369 11.4066356 9.2498717 NA 9.0218239 8.2623960 11.3514380 TCGA-P4-A5E6 67 0 NA 3035 kidney stage iii t1b n1 mx 19-3-2015 male 2004 NA yes NA kidney papillary renal cell carcinoma yes NA 1950 black or african american not hispanic or latino 299.44.0 NA NA 1 3 4 2 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 2.843738e-06 9.710324e-07 11.54010866 8.83668601 6.81057292 0.03576465 12.85226993 8.45330109 13.65514650 0.03576465 2.24055857 6.87498995 4.86867689 8.20069316 9.40647353 6.38451439 11.46047740 11.69332800 9.67964248 7.27896047 7.29788104 11.20790115 8.73101451 5.10187695 13.75314134 NA 5.81714484 NA 0.03576465 10.20758848 10.62121828 9.68952701 4.16506778 7.89997254 9.80974964 10.03084670 10.05815398 9.12192250 8.05537680 4.73622602 8.49726586 8.95613915 6.43666491 10.31829549 9.49419277 11.17309763 8.72752979 3.35772090 9.71965817 7.06369168 10.40973884 10.72359926 7.27896047 11.22499307 11.14136739 8.73622602 8.14692196 6.23545902 1.84313968 8.81386326 6.73622602 2.35772090 7.09106825 10.06023333 3.49522186 10.60753884 3.55934497 1.03576465 7.86550873 10.41624726 10.22251950 6.94867560 15.49555401 8.07744544 10.90229242 4.46205232 10.91613504 7.76710521 4.67964336 3.49522186 9.58653302 9.32580508 9.17789338 10.28845166 8.54358095 9.03296562 9.87025728 5.59037447 13.81555687 10.17021251 NA 10.73925726 8.79369271 7.51151943 NA 7.04701373 12.72763878 8.63383876 8.11793551 7.15990766 8.69578194 10.79192556 6.37563551 10.00709260 1.62072715 7.62450086 NA NA 9.18044453 2.03579984 8.00732951 10.60469240 9.95613915 8.09648220 10.32003196 8.87341427 11.20134648 10.33040692 10.54951381 12.38049824 0.62077407 10.12354076 9.52161555 10.68549151 9.76710521 9.92984602 -0.96409462 NA NA NA 4.49521546 13.84173157 11.21507330 14.16297452 11.40538359 11.84132858 2.94268340 8.14952816 3.20570529 10.20257701 11.60919675 10.95095978 8.74487016 8.59802867 10.94979754 6.29317365 2.20570529 8.10187537 NA 8.86233484 12.84112705 9.37117658 10.74012218 8.87025713 6.63569926 9.20946336 8.30257267 11.07162318 9.48699728 9.14822565 4.98998366 9.16841439 10.29788104 7.54358095 11.04456495 11.93155080 10.90769144 9.72665720 10.01806689 3.29581117 13.49162713 8.99723595 8.90923037 8.23545854 7.03013961 NA 6.83020207 10.44517711 2.49520907 8.05089453 10.50949198 7.99288850 9.65325371 10.51506123 10.05329058 11.33184207 10.13513402 8.69729705 3.49522186 8.63941271 9.80562410 0.03576465 9.98925512 6.42810386 4.81714740 12.17565730 11.44145957 10.09783238 10.09242391 10.35489377 8.78062014 11.57332984 9.72403646 10.12656033 6.43666491 2.94268340 9.84475032 4.28371439 6.53563153 8.76880164 2.03579984 9.70909536 3.03578225 7.47041485 5.28371439 2.20570529 NA NA 11.48957128 10.77345607 10.90422298 11.66582576 7.73622602 6.69356920 6.50689228 8.49316695 11.55320957 9.97830076 8.44517711 9.21445100 11.02624477 8.00445308 9.63476913 NA 1.03576465 9.71702466 6.89997194 9.33956700 7.98707069 10.62309492 10.30608152 9.10052910 1.03576465 9.94717827 12.46989315 10.92984609 NA 0.62077407 -0.96409462 1.03576465 4.84313968 13.67659602 10.85556619 6.21569607 10.46937167 -0.96409462 8.09918104 8.27657762 10.79400940 9.48286945 6.20571116 11.55934817 9.24889033 10.51354453 8.89221189 3.20570529 9.84635792 10.04910891 3.49522186 8.80550851 11.92889810 0.00339580 0.00870380 0.90925000 0.19322000 -0.00422720 -0.00024351 0.00000000 0.00993310 0.00381080 0.05458600 0.05458600 0.05458600 0.02164200 -0.01455100 0.00339580 0.00339580 0.01272100 -0.00920110 -0.01099400 -0.01099400 -0.01099400 -0.00145860 -0.13323000 -0.00325870 -0.00325870 0.00145260 -0.00726830 -0.00726830 -0.00671570 0.00617500 0.00617500 0.00422910 0.00422910 -0.00228960 0.95488000 0.00186890 0.00381080 0.05458600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.909 0.000 0.000 0.000 0.154 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.909 0.000 0.000 0.000 0.154 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.00301242 11.58581148 11.54704470 13.03472918 8.39113745 NA 0.62077407 10.37786090 11.00697048 NA 6.79733729 8.41732934 9.11926564 14.98782214 7.69756464 7.27419083 6.10187485 7.74314533 6.65783862 7.91536972 11.96726247 10.96504464 0.03576465 9.68144470 8.81386326 9.82450455 6.90615102 10.33384880 10.72403654 6.66514260 12.79785261 5.41082613 7.80397028 8.89687305 6.45363939 9.93060400 8.9351432 9.8269491 10.4890569 0.6207741 9.9471783 8.4409277 8.7671052 9.2082136 1.8431397 9.4724977 9.2452397 6.9899825 3.4952219 8.4345298 5.9899837 12.3490944 11.5026274 8.8639227 12.8466591 12.9206245 5.9306049 10.1278827 9.5376234 8.2280789 10.2336172 12.9489561 4.4620523 4.8431397 13.0400945 3.5593450 8.8812761 1.0357647 NA 10.0525945 8.0747050 11.7954664 9.6065907 12.3804982 8.2765776 6.8171461 6.1088569 11.0612719 10.1721366 14.1255677 10.9509598 10.8690716 13.2418085 10.3872777 -0.9640946 11.6433477 8.8463579 10.2537440 8.1232492 7.5435809 7.4787300 10.2069631 11.0650734 8.0801801 9.7931762 6.1650698 6.9245299 7.1906040 13.2601889 11.2006932 11.9694769 9.3246522 -0.9640946 -0.9640946 8.3756364 12.1027163 10.1655522 6.2549549 10.0505041 11.60777582 11.52688774 9.67964248 11.20790115 5.75003296 10.61886898 7.28371346 4.24523704 8.82368886 10.42488515 6.43666491 7.09106825 11.40973889 9.49931056 10.47665539 9.17021251 2.62075061 14.01708592 6.36032740 6.10187485 8.01546858 7.51556660 6.26460399 9.73795896 8.94867560 8.59802867 5.59037447 11.09513068 9.42272645 6.62824284 12.26219840 10.90961479 10.47457810 10.86471607 0.62077407 9.70555705 4.81714740 12.83650113 6.05815412 9.68683788 8.87025713 9.79834267 12.61037975 1.62072715 9.04000663 1.03576465 10.44517711 10.69355125 9.29317411 12.17565730 10.31307360 8.48080110 10.12656033 11.94474171 10.10254817 7.99288850 10.66650834 10.31307360 NA 1.35772090 0.03576465 7.98122990 11.78492659 7.85276981 -0.96409462 8.09918104 9.40756286 10.15472724 TCGA-P4-A5E7 74 0 NA 2653 kidney stage i t1b nx mx 19-3-2015 female 2004 NA yes NA kidney papillary renal cell carcinoma yes 24 NA white not hispanic or latino 299.44.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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6.6548623 10.1438916 10.3279666 8.6153744 10.0770847 14.5848192 10.2484554 7.4704376 15.6409663 8.6138907 9.1402894 4.8388257 10.3689981 8.3843067 7.1688586 4.2028878 6.5028588 9.1320218 8.7698957 9.4161479 10.0958147 8.9190987 8.5793427 6.7551680 13.1776716 11.4091087 0.2740529 11.5804823 9.9988048 8.0749405 NA 8.4753480 13.5424366 8.4016053 8.9250924 8.4932094 9.5337841 11.5094567 9.3347368 5.9096027 -1.3107903 8.7538211 6.5594429 NA 10.1637982 2.6890755 7.9274829 10.0155077 9.2693369 8.5203853 10.7715600 9.3597344 11.4507022 9.1205759 9.9417437 14.8131592 2.0109946 10.1981109 11.0458053 10.4560212 9.2796654 10.2903848 -1.3107903 -0.3109693 -1.3107903 -1.3107903 7.3037881 12.5430700 11.9005103 6.8640041 9.3211646 10.8736437 3.7334737 8.3275140 5.7765409 11.1698685 12.1791770 12.5956128 7.1688586 7.5219686 10.5361356 8.2889911 3.8590054 6.1069303 -0.3109693 9.5747746 12.9842732 9.6175966 12.5069613 9.8751924 6.8936498 9.9756361 7.4899780 9.8687138 5.5594429 8.9488216 5.8789019 10.0029986 10.3166121 8.8801376 12.0887567 11.9692691 11.3506337 9.0543072 8.9340842 6.0847404 12.3755788 9.3074638 9.5020577 9.3729501 9.3028678 NA 9.2731011 10.7030987 2.0253478 8.0181568 10.8486343 8.5532645 10.6795368 9.6079415 10.3886507 12.0019612 11.0811273 8.8876952 3.8590054 8.9190987 10.2398250 NA 9.9064302 8.5655953 6.8388257 11.9324010 10.5717213 8.7949867 10.5132415 9.5571292 9.2243536 10.9291183 9.0931553 10.9741914 8.9628737 6.0289293 10.0278147 4.5717193 4.4704393 6.7003052 2.4964368 10.9381918 2.2740529 8.9094566 5.1245391 3.7334737 NA 1.8590154 11.4460515 10.3877829 10.4322296 11.4048258 6.8337364 8.5728976 8.7004175 9.4364321 10.8736437 10.4435482 9.1268304 9.7943320 11.4962319 -0.3109693 8.9882862 -1.3107903 NA 10.6584648 8.5808619 8.9358189 8.7086690 9.7348380 14.3616141 10.0333741 2.2740529 10.7034475 14.0567660 10.2189968 1.8590154 4.2964060 -1.3107903 -1.3107903 6.5408270 14.0667972 9.7156017 7.7685628 11.4806482 0.6891202 9.7612108 8.7362703 10.0361459 9.2224080 6.9226974 11.7242210 9.6563045 10.4385288 9.5468649 4.6198179 10.0781718 9.7030988 5.3472901 7.6777626 11.2180207 0.0025037 0.0221710 0.8255100 -0.0042861 1.6324000 -0.0016561 -0.0154600 0.7962700 2.5710000 0.1517400 0.1517400 0.1517400 0.1517400 0.0025037 0.0025037 0.0025037 0.0221710 0.8054000 0.8054000 0.8054000 0.8054000 -0.0067746 -0.0042861 -0.0079180 -0.0079180 -0.0016561 0.0031978 0.0031978 -0.0154600 0.0045868 0.0045868 -0.0038711 -0.0038711 -0.0031792 0.8030600 0.0115460 -0.0480650 0.1517400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 0.796 0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.830 0.830 0.000 0.000 0.000 0.000 0.000 0.000 1.632 1.632 0.000 0.000 0.000 0.000 0.152 0.152 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.785 0.785 0.796 0.796 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.830 0.830 0.000 0.000 0.000 0.000 0.000 0.000 1.632 1.632 0.000 0.000 0.000 0.000 0.152 0.152 12.812068 12.219728 10.733814 11.459742 9.196873 NA 3.859005 9.518801 10.314874 -1.310790 8.976791 7.683432 9.355302 12.785464 6.577822 7.416998 6.864004 8.325703 6.848950 8.473713 10.280133 9.552490 2.389512 9.708669 10.541803 9.845793 7.771227 9.929870 10.247499 6.332935 11.903063 4.046631 6.878903 8.570192 10.407183 10.106931 9.5709570 10.0477295 8.9871409 1.0109946 10.6936499 8.7279974 9.9446970 10.9464661 3.3329370 10.4871449 9.5899451 7.6862575 3.6432790 9.4481343 6.3544134 13.6679228 10.6042107 9.5944653 13.9429627 12.7011790 6.4439663 8.9710083 10.0499253 7.7362023 10.4728950 10.9614165 4.9370053 7.8590030 13.4926040 5.4704393 9.6918934 3.2740380 NA 10.1413195 7.6227686 13.5855526 9.7591993 14.8131592 8.8299079 9.0575848 6.2017789 13.3151865 11.5392651 13.0368380 12.5956128 12.0081858 12.0257243 10.2608309 3.1485112 10.3455032 9.0211149 10.3637120 8.7672291 8.8801376 8.0662889 9.9033975 12.9672373 9.1309849 11.3892990 5.3895186 6.9790970 8.6519744 12.8008904 11.3742651 12.5515219 9.2513207 -0.3109693 -1.3107903 9.5959689 12.6338818 11.0603049 7.1607538 10.9793852 11.5730579 12.3786395 10.7985726 11.2714555 5.4834934 11.0899577 9.9202994 5.0813950 9.6670736 11.6249137 5.9558638 9.1658245 12.6884556 8.6476311 11.0630309 9.9244942 2.2740529 14.5770842 7.7578300 7.4473015 7.8142594 7.6345221 8.9070361 10.2224080 9.1572441 8.8028204 4.8590054 8.6904866 10.3570768 8.9974172 10.4518755 9.9622910 11.8049347 11.0556737 2.4964368 10.7692296 4.4964304 12.3602809 8.8119064 7.3544143 9.8751924 9.5097358 12.6552232 3.0813908 9.7585280 1.8590154 10.7030987 11.2749797 10.7020519 11.9324010 11.2359727 9.0995295 10.9741914 10.4123126 10.3629218 11.1589744 9.7877684 10.0322640 2.0109946 -1.3107903 NA 9.8664979 10.8872716 9.3667980 -0.3109693 9.7612108 8.6749203 11.0036615 TCGA-P4-A5E8 57 1 1306 NA kidney stage iii t2a n1 m0 19-3-2015 male 2004 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 299.44.0 NA NA 1 1 2 2 1 2 3 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10.2345236 7.0902575 NA 5.9261394 12.1531019 7.8365011 9.2288187 8.3997218 11.1533340 11.2794448 8.2653445 7.2853347 -0.4489024 8.3455148 -0.4489024 NA 9.6050250 3.0105292 9.0648265 9.0863743 10.0883175 8.5168835 11.4572380 9.8365012 11.7652178 10.5602278 9.9857273 13.1332410 5.1658075 10.6163738 9.8013975 10.8814558 6.0746617 10.2021508 NA 1.8730257 NA 0.5510976 7.8131937 13.8315074 9.3760579 2.7210226 9.1056880 11.1777207 10.5995860 7.6117950 10.8898354 10.6648412 10.5139951 11.4677026 7.2584586 6.5954932 10.9893711 -0.4489024 6.5734669 10.3201104 -0.4489024 9.7185171 14.6436085 9.3324587 10.6245712 8.8639821 6.3192837 9.4654842 7.7605523 10.7309646 8.6464961 9.9097503 10.0298686 10.3247823 10.6739270 8.5255138 9.6438562 14.1411012 11.8170071 9.9466332 9.7508081 6.4699625 12.9653879 9.4609921 9.2428426 9.8628473 10.2332158 NA 7.8225619 10.4736834 4.5131875 8.1642991 10.7883090 8.6412115 10.4721961 10.0187045 5.6171868 13.0972701 11.0217579 8.7210742 5.5734654 10.1472888 9.9700058 NA 11.8520235 8.6596235 6.4337423 12.4191499 11.0414485 9.6543868 10.1922477 8.5817662 9.0785759 11.2889125 9.5197658 10.4810971 9.1565786 1.1360601 10.3109873 2.3584525 NA 6.1949558 2.5510976 9.5009257 8.4059673 6.4643481 7.7702674 1.1360601 6.6063815 -0.4489024 10.9898909 10.8067178 10.6464961 11.0043697 8.9689516 7.5340927 7.2251496 9.0166654 11.4079136 10.4744265 9.4759115 9.8190561 10.4744265 NA 8.9919682 -0.4489024 NA 9.7990266 8.3159706 9.2428426 8.8155418 10.9450257 11.2354094 9.8272234 3.1360601 10.8428453 12.6984630 10.4504560 -0.4489024 7.4914419 NA 0.5510976 6.4818366 12.1505470 9.1694846 7.6438562 11.9163279 -0.4489024 9.0960634 9.5208453 11.3942350 9.5762387 7.1435557 12.3103631 9.6970311 10.5461595 4.6803806 4.0746596 10.0815054 10.7097088 3.3584525 6.3059869 11.2432786 0.00847430 0.15308000 0.03651200 0.00000000 0.06408200 0.05785900 -0.00503500 -0.04834200 -0.07614500 -0.09881400 -0.09881400 -0.09881400 -0.09881400 -0.07060900 -0.07060900 0.02377400 0.15308000 -0.00069303 0.03651200 0.03651200 0.03651200 -0.73249000 0.02749700 0.07815000 0.07815000 0.03035600 0.03439500 0.03439500 0.00138680 -0.08797700 -0.08797700 -0.78558000 -0.73906000 -0.03735400 0.65443000 0.03242200 -0.07614500 -0.09881400 0.000 0.000 0.000 0.000 0.000 0.000 -0.739 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.142 0.142 0.000 0.000 -0.732 -0.732 0.000 0.000 -0.769 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.739 0.000 0.000 0.654 0.654 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.142 0.142 0.000 0.000 -0.732 -0.732 0.000 0.000 -0.769 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 12.0017948 12.3473415 10.3487606 8.6880901 9.0785759 7.0349145 3.7210226 9.8202257 11.1811932 1.8730257 9.8571607 9.1749806 9.1360616 11.1214291 5.5283775 5.0429507 7.7008461 8.4337419 5.7605536 7.5454526 7.1209543 10.8881634 1.8730257 9.4075246 9.8073077 9.9293939 6.4699625 -0.4489024 9.7008461 9.8537379 12.0967755 NA 6.4699625 2.5510976 8.4489443 10.2039440 9.942343 10.030879 9.060874 NA 11.322589 9.599586 9.503840 9.949843 4.305985 10.511101 10.357649 6.528379 2.873026 9.484790 7.457990 13.306613 10.673280 9.697031 12.626411 13.286972 7.845720 9.979459 10.316800 4.074660 10.437558 12.684241 9.873027 10.252405 13.161778 6.539784 7.487737 9.185910 3.010529 11.596517 8.335734 13.388727 8.928310 13.133241 8.688090 7.128527 7.941354 13.918923 12.182958 14.831979 11.467703 12.774799 13.220095 7.921786 2.721023 10.662235 8.854880 11.075641 8.765418 8.525514 7.850307 10.240223 12.279020 8.034915 11.209311 6.670040 7.305987 7.977364 13.722568 10.754447 12.107845 7.649131 NA NA 11.367683 13.059018 11.588975 6.528379 10.186817 12.1150103 11.8064227 10.0379341 10.9594288 4.5954917 10.5118251 8.9064502 7.4699625 9.7568924 11.7742983 3.6385604 5.1949538 12.2493653 8.5510991 10.6537309 10.3616707 2.1360601 13.2987676 7.6009476 7.4519661 8.0607159 6.8998270 8.8318700 10.3800288 8.8480154 8.6491311 2.7210226 8.9239642 10.3592588 7.5567237 11.3930565 10.2653445 10.7396879 11.2003553 2.5510976 10.4632399 7.4759117 12.7605600 8.6596235 3.3584525 8.8639821 9.3037305 11.9862484 3.3584525 9.4921466 2.7210226 10.4736834 10.6185334 9.9678966 12.4191499 10.8382342 9.2532717 10.4810971 12.0399434 9.9846845 8.0227745 10.0697522 10.7817200 NA 0.5510976 NA 8.9174213 6.6061638 9.4759115 2.1360601 9.0960634 8.8341875 10.9684242 TCGA-P4-A5EA 54 1 201 NA kidney stage iii t3a n1 mx 19-3-2015 female 2007 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 299.44.0 NA NA 1 1 2 2 1 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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2.9745844 NA NA 10.4523491 10.4724426 9.2630724 5.5393760 8.0514064 9.3994570 10.2638412 11.8467526 10.4516745 10.0478398 7.2225187 6.2844457 9.8011393 5.1175496 10.9263612 6.1445155 10.7059098 9.4530234 2.3896219 10.7317030 8.0865959 11.5017420 10.5862304 7.2965189 10.1038738 10.3917400 9.4258019 7.7427749 8.0370868 5.0043396 9.8221702 8.0478399 2.1969847 6.7990186 9.9258754 5.8974220 9.7862330 3.5595530 4.9745890 7.9708289 9.5189114 10.4981527 10.9442172 14.5873441 6.4008555 9.7979580 4.4770880 10.9331435 7.5342865 9.4530234 4.3896288 8.4744369 8.5419132 9.2351184 10.0469468 9.0655852 8.2476095 8.1969832 6.6842493 13.0463883 10.5996908 NA 11.2058120 9.2859001 7.7160581 2.1969847 6.1969827 9.2256786 8.7819459 9.5381049 7.4929163 7.9442172 11.7236222 7.7250185 7.2961582 0.3896769 7.5033702 4.9131910 0.9746027 9.8273803 2.1969847 9.4597492 9.8934540 9.4258019 8.1277205 11.0402313 10.1260302 11.4448768 10.1428451 9.9229581 12.6718480 5.1969847 10.2908874 9.6316114 10.6422937 7.8894742 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0.000 0.220 0.220 -0.244 -0.244 -0.246 -0.246 0.121 0.121 0.000 0.000 0.148 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.114 0.114 0.000 0.000 0.117 -0.249 -0.249 0.197 0.197 0.191 0.191 -0.257 -0.257 0.000 0.000 -0.245 -0.245 0.104 0.104 0.103 -0.156 0.000 0.000 0.220 0.220 -0.244 -0.244 -0.246 -0.246 0.121 0.121 0.000 0.000 0.148 0.148 0.000 0.000 0.000 0.000 12.225679 10.617846 10.288230 7.661091 8.711557 5.117550 2.559565 9.935558 10.539928 2.559565 9.797958 8.725019 9.124338 13.903047 10.256134 9.849060 6.455717 7.844956 9.015337 7.828420 9.311469 10.289740 5.539376 9.454371 9.002497 9.613630 8.269211 4.599080 9.879476 6.170989 12.656849 2.974584 7.069108 6.989541 7.332143 9.919059 9.807481 9.365476 9.794770 NA 10.622649 8.259993 8.788372 9.496845 5.272270 10.282930 9.527900 7.110728 10.525979 8.606374 8.704778 12.694978 11.809062 9.509866 13.219945 13.263937 6.103873 9.284446 9.795833 8.485025 10.656415 12.938209 10.592364 7.349631 13.739808 7.417534 7.944217 7.228832 NA 10.180791 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10.6540709 10.7602176 7.9932549 3.7115610 8.4064368 7.3896279 10.3987571 TCGA-P4-A5EB 83 0 NA 2584 kidney stage i t1b nx mx 19-3-2015 male 2006 NA yes NA kidney papillary renal cell carcinoma yes 18 NA white not hispanic or latino 299.44.0 NA NA 3 3 4 2 1 3 NA NA 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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11.5353988 10.9019637 9.3334342 9.0276846 3.8107002 13.2999283 9.1039817 9.8571064 8.6555314 8.8056404 -1.4039236 6.8999671 10.1970290 4.4839576 9.6171460 11.5766836 8.0203533 11.3771367 9.4734712 10.5083278 11.8972544 9.6220187 7.1954303 4.0556208 6.6994753 10.4135704 0.5961719 10.8862058 7.0800031 6.0055774 12.3351236 11.0331587 10.0673541 10.6723345 9.4251169 8.7254699 11.3385048 9.8925296 10.3258077 9.2427456 NA 9.6039150 4.1811503 3.4541627 10.3726200 1.7661287 10.8887961 1.7661287 7.1430811 5.1197504 3.5030815 NA -0.4037327 10.6126470 10.8111131 10.7522700 11.2353015 10.6275436 8.8428802 7.1833644 9.0463672 10.9600479 10.9644206 9.5023260 9.8931031 11.4877808 6.8056407 8.9449149 NA -1.4039236 9.5982988 8.9449149 8.8988260 8.0698928 9.3418612 11.7201466 9.8676500 NA 9.3460565 12.8729656 10.4891092 -1.4039236 1.1811662 0.1811662 0.5961719 5.9625097 13.0702731 8.9701395 7.3610586 11.2237208 NA 9.0034547 9.3721100 10.8905205 9.4657809 6.9798916 11.9660569 9.7131806 11.0980241 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10.486071 12.019828 10.787246 14.013248 8.977730 NA 2.683652 8.994931 10.319135 NA 7.506080 9.290545 8.913599 13.800834 5.324109 6.188644 6.895395 5.454169 5.135346 8.141151 10.784776 10.268170 1.181166 9.902249 10.499229 10.433026 4.324105 10.951263 10.567731 6.047399 12.713007 6.047399 7.643311 8.156520 7.673002 10.269496 8.989577 9.950987 9.551110 NA 8.522483 8.991721 9.204442 10.559806 3.503082 9.909070 9.809899 7.559083 3.351077 9.348568 8.146934 13.930181 10.523224 9.537968 13.460180 11.670997 6.013534 8.227364 9.486451 7.272144 9.859456 13.476727 2.503069 5.844114 12.778969 4.377547 11.200277 NA NA 10.790328 7.656883 11.722085 8.652825 12.376009 8.603214 8.377547 5.716579 9.059711 10.190045 13.875290 11.101329 11.306348 12.791790 10.493276 NA 11.052285 9.279182 10.494788 8.793404 8.016147 7.506080 9.858869 12.346371 7.351074 11.158668 5.181150 5.550384 8.141151 13.191194 11.680497 12.245331 9.918712 -1.403924 NA 8.970140 12.635620 10.820783 6.815355 10.651808 11.1324342 12.5434586 10.3680890 10.6786687 4.0880398 10.1627167 7.5416310 2.4035404 9.5342963 11.1469866 4.3775472 7.8908078 12.3204855 10.6899346 11.4879706 9.2053656 1.1811662 14.1798280 8.0277053 6.5848723 7.5070993 6.2826881 8.7007858 9.9011085 9.2606343 9.1593832 6.3510753 11.3187811 9.1382516 8.9712262 10.8653136 10.2108968 10.5727511 10.6912543 NA 10.1965645 6.1353461 12.5382432 9.2436453 8.2615228 9.2957593 10.3286978 13.2687780 0.1811662 9.1923767 0.1811662 10.1970290 10.7642322 10.4338149 12.3351236 11.7245035 8.9679637 10.3258077 10.6453548 10.3535769 7.1622413 9.8781170 8.8500343 0.5961719 4.0224477 2.1811344 7.8417398 10.3683159 9.3775468 -0.4037327 9.0034547 8.9338090 10.8667742 TCGA-P4-A5ED 51 0 NA 2816 kidney stage i t1a nx mx 19-3-2015 male 2005 NA yes NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 299.44.0 NA NA 2 1 4 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.8206886 8.8888330 0.7138717 11.6495636 8.4541603 11.6265473 0.1289532 3.6430712 -0.8711787 9.0947293 8.9791316 10.8636546 6.8431899 11.8517524 8.4027405 9.2774215 6.5883758 NA 11.7889408 11.2299357 4.9103057 13.1176296 0.7138717 5.8431899 NA 0.7138717 11.0813222 10.7427343 10.4350066 4.9618363 7.5760285 10.3316809 10.1457532 12.2957357 9.6825742 9.2230226 6.2269766 4.4508747 8.7764034 5.6681049 10.9896440 4.1733353 8.6681039 9.1090844 6.5039847 13.2998089 7.5169622 11.3878053 9.7951689 7.7325711 8.1651185 11.3869220 8.8119395 8.3261616 1.9362893 3.2164083 8.7978298 8.3162969 1.4508549 9.2491829 9.0478083 1.7139157 11.1183394 NA 5.9362987 6.1513129 10.7464124 9.4576199 10.4974514 14.6668003 7.7473303 9.1869365 4.3383959 12.2366524 7.8328483 -0.8711787 3.5883728 6.5635731 9.8838325 7.8938166 10.4027405 8.2452889 8.4996323 9.0237627 5.8971291 12.2122580 10.3038706 NA 10.1923400 10.0775093 9.7700935 NA 5.7288565 7.7691899 9.6969010 9.9387130 7.2374691 8.6505452 10.7500810 7.3335159 5.4332733 0.1289532 7.7978301 5.4508714 NA 9.4178110 3.6525094 10.6092303 10.3986561 10.2230226 7.9330757 11.9626257 10.9539037 11.8294822 10.1211751 10.2888163 12.8458715 1.7139157 10.8618500 10.8461930 10.3810190 9.2400805 9.3444779 1.7139157 17.0318264 3.2164083 NA 3.5883728 12.3660055 4.0358350 2.8293828 10.9439278 11.3730114 4.3768738 8.2530660 6.4050700 10.2328883 11.5148073 10.7044842 8.9037318 8.8670371 10.8163206 -0.8711787 5.5212612 2.9363081 NA 10.5023539 12.9467280 9.3063646 9.8661923 9.7583015 5.8568662 10.2203803 8.4395579 11.2044374 3.6525094 10.1408710 11.1471451 9.8702770 7.2736035 6.6046778 10.3511360 11.3230862 10.6087252 8.2913360 9.6787778 3.0135516 12.7233862 9.0522724 7.3138199 9.0388381 8.9791316 NA 8.5780937 10.8276496 2.4508813 6.9103045 9.2504784 8.2452889 9.8397513 10.7477893 10.7669282 11.0123519 9.3432641 8.7288392 5.1950326 9.8720963 9.8720963 0.7138717 8.3505322 7.9523120 3.5883728 11.6406976 12.2601588 8.6287907 9.7082609 9.8474779 9.0729250 11.0258525 9.6157799 10.2394282 5.8568662 0.7138717 11.7454938 6.2988691 1.9362893 NA 3.2164083 9.1019247 NA 10.2511258 6.6227210 6.7728015 NA -0.8711787 10.8954738 9.7799965 10.2608018 11.5896568 8.1119385 6.3088541 4.4730660 11.8215604 11.7443447 10.1842273 7.3286175 8.5362126 11.3535496 NA 9.5083233 NA NA 10.8788144 6.2988691 8.4166574 8.9946781 11.1457532 8.2633711 10.1950342 2.4508813 9.6583756 10.9471276 10.4292975 1.9362893 6.6127609 3.0358350 NA 5.0115896 13.4631484 10.9966098 5.2786910 11.4587413 NA 8.2963629 7.8013702 9.9176633 9.1664918 6.7063731 11.5134589 9.8380287 9.9570814 9.2124242 4.2582249 11.4218417 9.5593976 4.1289450 9.7214019 11.4367150 -7.2225e-01 0.0000e+00 9.5883e-03 1.3863e-04 -5.5375e-03 -1.8014e-03 -6.1578e-03 1.2937e+00 1.2549e-02 -2.2940e-02 -1.1127e-02 -1.1127e-02 -8.4385e-03 4.4411e-03 4.4411e-03 3.1577e-02 0.0000e+00 9.5883e-03 9.5883e-03 9.5883e-03 9.5883e-03 -3.1859e-03 1.3863e-04 -2.2168e-03 -2.2168e-03 -1.8014e-03 2.9133e-03 2.9133e-03 -8.1537e-05 1.6642e-03 1.6642e-03 -1.8014e-03 -1.8014e-03 4.1593e-04 4.3021e-03 1.0006e-02 1.2549e-02 -2.2940e-02 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.5538985 11.7741530 9.3088541 7.6911873 8.6107443 14.9239445 3.5212644 10.6617878 10.6658138 2.5883728 9.0874976 8.3673497 9.8746193 15.4581807 9.2044242 9.7390469 4.9362987 7.5842718 9.2030864 7.6873659 9.0252775 10.5552096 0.1289532 10.0395877 7.8670371 9.8645010 5.5883758 4.1289450 10.3082321 9.0069959 13.3536996 3.7139047 7.3432639 9.0146412 6.1950345 9.3273901 9.1760689 10.0023890 9.4776731 0.1289532 11.4129014 8.9298448 8.6046785 9.2569392 2.8293828 10.4570589 8.4598619 7.0478077 6.1062248 7.9523120 6.2684962 11.6566663 10.2969902 9.0403369 13.5707868 12.6230505 4.7436550 11.8066646 9.2659361 9.0831413 10.3304562 10.2322328 6.9362999 3.1289367 13.2778187 4.5552088 9.1760689 7.7942807 1.4508549 10.0425824 6.8636548 13.2026681 10.2335437 12.8458715 8.4508731 6.6127609 5.7374596 15.4314589 8.3187696 12.3817582 10.7044842 11.2210414 11.3224703 10.3998242 1.9362893 10.5940011 7.9775679 10.4853969 8.5340865 6.6046778 8.0085283 9.6416855 11.3556582 8.8311175 9.3200042 4.8013708 7.4463571 7.9135800 13.7989427 9.0773122 11.9192934 9.2543583 0.1289532 NA 7.7362754 11.6102398 9.9308068 7.8189432 9.3444779 12.134920 11.042956 9.277422 11.788941 6.986926 8.769190 9.351740 5.588376 9.188289 12.955597 5.668105 1.128953 11.730484 7.890496 10.445792 10.256294 4.083145 14.142311 6.635947 6.980694 7.011588 9.343264 6.815446 9.295108 7.521262 8.944328 6.721401 10.669073 8.999310 6.794281 12.163228 10.660814 9.279962 11.328311 2.936308 10.402158 3.521264 13.372016 5.432726 5.450871 9.758302 10.832593 12.182701 6.620798 7.596551 2.450881 10.827650 10.991970 10.176750 11.640698 8.276150 8.151313 10.239428 11.574994 10.351740 9.864501 10.749165 10.127535 NA 1.713916 NA 8.915215 11.816025 7.604678 2.128953 8.296363 7.839751 9.965784 TCGA-P4-AAVK 74 0 NA 1590 kidney NA NA NA NA 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes NA 1951 white hispanic or latino 432.22.0 NA NA 1 3 4 2 1 3 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.229387962 10.115451164 6.589320066 -1.341537139 10.204995699 7.778951026 14.841598479 -1.341537139 -0.007956724 6.459484079 6.406776442 6.182146020 10.324807454 7.727361642 11.935289493 11.520252019 9.428421313 8.566976079 5.386504031 11.169100413 7.386504031 4.465935296 10.514619877 NA 4.182144033 NA -1.341537139 10.050900925 10.307839689 8.057327335 4.084846647 9.064788564 9.463521104 9.353811768 9.777524593 9.458674415 7.265914102 6.280635308 8.780117149 9.273293249 1.243547227 9.695443897 7.982763752 10.607315702 8.601098117 3.465935296 10.264525875 7.519670059 10.056258094 10.450967070 7.372829373 6.352069917 11.322070441 9.186060494 8.707070219 4.943986945 2.658577110 9.569226190 8.234122855 -0.341354346 6.174282566 10.711151486 -0.341354346 10.463521104 4.016139703 6.101526121 9.452178630 12.723494611 10.801328763 7.309635508 16.052635799 7.805788361 10.347270894 3.868034798 10.066913256 7.232230954 4.635864649 3.009078389 9.417639470 10.184593593 9.207405333 9.850876290 7.838168961 9.840977873 7.764492129 6.059463441 14.091321097 11.623646233 3.413472228 11.508965661 9.415523341 6.985013074 NA 5.516563620 13.036404048 8.661398316 10.478363444 7.669810564 9.077490300 10.640150742 6.669810564 11.781060446 NA 9.034708740 -1.341537139 NA 10.109279191 3.828509727 8.293394396 10.625088899 11.010074876 8.271451822 10.215568430 8.735398969 12.012088736 9.458674415 10.350763087 13.667887259 5.669811981 10.342336952 10.138363710 10.322141553 8.420134554 10.625809737 NA 0.658554261 0.658554261 0.658554261 5.478761531 14.346232535 11.720629595 13.189538400 10.558318056 10.865597809 2.906505826 7.580424407 6.606949984 10.233649992 11.034708877 11.496095140 6.126188211 8.946295741 11.104632888 3.359029131 3.465935296 4.787866002 -0.341354346 9.397520195 13.464780641 11.233886323 10.374545484 8.848407928 5.504073717 9.036878300 8.097375349 9.935365156 11.238606440 8.325694919 5.101528222 9.034524426 11.980934162 7.787866655 11.858869075 11.911987819 12.611142726 9.798134782 9.486720004 7.925416765 13.462058762 8.952055112 9.606950724 8.985013074 7.955499964 NA 7.228438731 10.333217083 2.814816995 11.015954046 11.016959930 8.264062992 10.434193790 9.632998104 10.514230675 11.489098678 10.679216256 9.537086552 3.302436041 7.239783717 9.961793469 NA 11.528562822 8.750018884 5.273292083 12.869026524 11.413470959 9.496211460 10.170830159 9.807695429 9.308737650 11.153941342 9.188989827 9.844697762 7.553401209 3.359029131 9.322141553 6.547326432 4.168914761 5.316793796 4.868034798 11.025452089 1.465922239 7.513452056 6.033623423 4.413472228 NA NA 11.645847492 10.862237346 10.555294295 11.196772388 10.777848876 8.009522414 6.316294205 8.172310988 10.965784285 10.251974547 9.448117132 10.036336284 10.418471644 4.635864649 9.511112983 NA NA 9.927710121 8.411800345 9.358156007 8.457865116 10.094253755 11.101786034 11.277886442 3.243547227 9.806424438 11.935144124 9.367667228 NA 4.848407615 -0.341354346 2.359015070 5.287941346 13.831753078 9.624367792 6.439943885 10.435427743 NA 8.763182151 9.742508182 10.490286622 9.750679857 7.134316445 11.367236287 9.789797381 10.982201229 8.753980523 6.084848772 8.888603843 9.810868337 3.976180308 5.437973400 11.396253322 0.00263570 0.00708260 -0.01785100 0.00444110 0.70232000 -0.00387790 -0.02129300 -0.01711600 -0.03911000 0.10244000 0.10244000 0.10244000 0.08672400 -0.01019300 -0.01019300 0.00263570 0.00791750 -0.01188400 -0.01704400 -0.01704400 -0.00092923 -0.80236000 -0.01285100 -0.00027724 -0.00027724 -0.00387790 -0.00733390 -0.00733390 -0.01642900 -0.00830050 -0.00830050 0.00305220 0.00305220 -0.00705760 0.66346000 0.00000000 -0.03911000 0.10244000 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.102 0.102 0.000 0.000 0.000 0.000 0.678 0.678 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.668 0.668 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.702 0.702 0.000 0.000 0.000 0.000 0.102 0.102 9.8625431 12.1117255 10.8496427 15.4253841 9.0390446 -1.3415371 2.1180274 9.7213043 10.7961478 -1.3415371 7.0973748 7.4034177 9.4109641 14.6462472 6.2054785 7.2397837 7.7513405 7.1860607 6.3450841 7.7775243 10.4105459 10.1514381 0.6585543 10.0874671 11.2414993 9.5654740 6.4787631 4.4659353 10.1599230 6.9347076 12.0774797 5.4134722 7.2806353 8.5699756 9.6018309 10.1996801 8.5534012 9.6493965 9.2815504 NA 8.9312132 8.4883061 10.3318925 9.9005666 3.9065154 9.7579313 9.0700944 6.9159714 3.8680348 9.4050978 4.2435472 13.4408139 11.8305421 9.0238123 13.3424553 13.0616621 5.6472685 7.6864893 9.6961303 7.5594505 10.0122816 10.1133968 3.0509021 4.7029788 13.2093904 4.8083284 9.8539557 2.3590151 -0.3413543 11.0092465 6.7084314 12.1279709 8.3310087 13.6678873 8.8096000 7.8849959 4.4597398 7.2131723 11.2726031 13.7965752 11.4960951 11.0457930 13.0084867 9.9082895 0.6585543 11.2526748 10.0012138 11.1035983 8.4787623 7.7878667 7.2170038 9.7891541 12.6384552 8.3503271 11.3728290 4.5654753 7.5442798 7.2284387 13.4451758 12.1498103 11.8865002 6.6358632 NA 0.2435472 7.7111514 12.6747824 10.6076624 6.2131723 10.7199547 12.0081412 11.7053665 9.4284213 11.1691004 4.2732921 10.3792552 8.3380638 4.4399422 8.9241985 12.0931035 1.2435472 6.8134016 12.1141663 9.5907983 11.0287260 9.2668383 2.7460547 14.9977202 8.6835291 6.7029775 8.4358882 7.3345406 8.7981348 9.9560729 10.3607475 8.6040272 6.6415764 11.9761374 9.2519747 7.1782197 11.1826354 10.7067297 10.3494545 11.1151945 2.8285097 9.8813783 6.3239194 12.3347543 8.4787623 7.4659386 8.8484079 9.5013973 12.2607023 0.6585543 8.7043432 2.8285097 10.3332171 10.5903293 10.8425289 12.8690265 11.9900603 8.2640630 9.8446978 10.5208334 10.3616219 7.0722119 9.7206296 9.6380087 NA 4.7460440 NA 8.3485817 11.5074900 8.5922743 1.6586000 8.7631822 9.1454184 10.8948967 TCGA-P4-AAVL 85 1 487 NA kidney NA NA NA NA 19-3-2015 male 2010 NA yes NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 432.22.0 NA NA 1 3 4 6 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.2449579 9.4809923 7.3147654 3.1381755 12.3934023 6.3220597 12.3945822 -0.4467378 1.7070388 5.7820337 6.6721552 8.2467012 10.1456715 7.5247580 11.5591898 11.1116352 9.7393287 7.1605451 6.3605697 11.2353312 10.0440654 5.7820337 12.9506217 1.5532130 5.8751436 NA 1.5532130 10.3403008 10.3500652 9.0002975 4.8751411 8.8011418 9.5714146 10.8281749 10.5616431 9.8281749 8.4809925 6.1531264 8.7553383 9.1058836 8.1789232 9.6991466 1.1381591 10.4883795 9.6486114 3.2536565 10.8908364 7.6406773 10.4690938 10.3296475 7.3476302 6.5189993 10.7693540 9.6617389 7.8200008 8.4510598 4.0767728 8.7963885 8.0689142 3.1381755 5.8930636 9.1605449 3.9455328 11.1866638 6.6927661 6.6084973 7.9497333 12.2864416 9.9228118 8.8176572 16.0151415 6.9019421 8.8886048 4.7231380 10.8852510 8.9433834 8.9129639 5.3468505 9.8501306 9.2149925 9.1173639 10.0410544 8.8478350 8.2467012 8.1306431 5.3861039 13.1734343 11.0972129 NA 11.7723830 9.6647674 7.6617389 1.1381591 6.3345736 11.1766387 9.4510598 8.3411171 7.2605733 10.2666009 10.9118656 7.4898528 8.0542554 1.8751510 8.2467012 -0.4467378 -0.4467378 9.6708575 1.1381591 8.8841314 9.4312653 10.9024956 8.5475678 10.4661038 10.3725952 11.8650479 9.9390768 10.5418992 14.7374312 0.5532622 10.4737162 11.0698994 10.7705664 10.4228083 9.3701981 NA 2.1381919 1.5532130 NA 8.2397150 14.2001106 10.3492540 9.5376329 10.3155965 10.8975104 2.1381919 7.9920064 5.1078050 10.4010547 10.1049226 11.1947921 7.3924179 6.2114250 10.4119725 5.9107662 4.2536565 4.9455328 0.5532622 8.7405664 13.9652550 9.2238707 11.9977117 8.8293387 7.2185506 9.9433834 8.4143013 10.8966389 5.5074109 10.1154569 5.7029622 10.1404856 9.2980484 7.1605451 10.8472607 13.3843237 12.9037393 9.0430623 10.0075137 7.1313230 12.4870895 8.8316638 8.9647255 8.6353633 6.0450672 NA 8.0689142 10.6863567 1.5532130 8.2303702 10.2096393 8.4419577 9.9805273 9.9742273 10.3280015 12.0872741 10.6876408 9.7936719 3.5532130 9.5741944 9.5146642 1.1381591 9.8281749 7.8569950 4.5074078 13.1063637 10.6373585 8.8106022 9.8466861 9.4913238 8.9085656 11.3368062 9.3280014 10.4297313 6.2114250 4.3080987 10.7916192 8.1039613 5.8994633 7.0845958 3.7231435 9.6734524 0.5532622 8.5503940 6.5430349 4.3080987 NA 1.1381591 10.6226642 11.1159338 10.7590077 12.3396883 6.6406773 6.4358569 6.0591043 9.4616071 11.3353936 10.0904328 8.0806912 9.0309727 10.6565023 2.5532130 10.1697633 -0.4467378 NA 10.3039215 7.0044261 9.3263538 8.5044992 10.7181213 11.0228562 10.3955648 3.2536565 10.7405665 14.2806563 9.7306340 0.5532622 -0.4467378 3.1381755 1.5532130 4.2536565 14.4601520 11.1610071 5.1970712 10.3304698 -0.4467378 8.5811203 8.6166095 10.2938384 8.9731747 6.9878427 11.2247555 9.5616431 10.3263536 9.6044233 4.7626677 9.5333541 9.6643500 3.7231435 7.5425235 12.3979202 -0.03537100 0.00777830 0.72962000 0.00152550 2.08570000 0.78466000 -0.02657700 0.81474000 1.96360000 0.10310000 0.10310000 0.10310000 0.10410000 -0.00843850 -0.01961300 -0.92488000 0.00777830 -0.00882680 -0.00882680 -0.00882680 -0.00882680 -0.04224500 0.90553000 -0.00055444 -0.00055444 -0.08439500 -0.90783000 -0.90783000 -0.03576200 -0.06622000 -0.06622000 -0.08413000 -0.08413000 0.02473000 0.01936300 -0.06598400 -0.09353500 0.10310000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.720 -0.849 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.730 0.000 0.000 0.906 0.000 0.000 0.000 1.456 1.456 0.785 0.785 0.000 0.000 0.103 0.103 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.720 -0.849 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.730 0.000 0.000 0.906 0.000 0.000 0.000 1.456 1.456 0.785 0.785 0.000 0.000 0.103 0.103 11.226082 11.907188 9.635364 11.617957 8.755338 7.541899 3.138176 10.308937 10.607737 NA 8.160545 6.640677 9.314766 12.719221 6.334574 7.092373 6.167924 6.541899 7.267460 7.592133 13.352800 10.292995 NA 8.981575 8.689718 9.597609 7.441957 11.484321 9.948749 6.321400 12.202688 5.334575 7.613910 9.090433 8.779627 9.612559 9.153127 9.814134 9.961544 1.553213 10.940155 8.738090 7.613910 9.962605 1.553213 10.305595 8.331291 7.454081 4.308099 8.350876 7.028948 12.489484 11.686999 9.292995 13.466104 12.982490 5.076777 9.480992 10.611883 7.843233 10.459353 9.870627 4.682500 2.553213 14.275969 6.308102 9.281135 5.253653 3.801138 9.316427 5.702962 12.527270 9.478027 14.737431 8.243213 6.630030 5.719728 12.934622 9.274314 14.662515 11.194792 12.012134 12.535317 9.705499 2.360561 11.641340 9.964725 9.745507 8.308102 7.160545 7.564441 10.244085 11.901389 7.472077 11.394386 5.483951 8.408083 8.740566 14.157000 10.168844 12.354114 8.324704 1.553213 NA 8.863827 11.893621 10.751709 8.080691 10.118317 11.567584 12.082157 9.739329 11.235331 5.801143 11.117364 9.998229 4.553213 8.578354 10.589992 8.178923 8.366996 11.871472 8.460105 10.976856 9.473567 2.553213 14.411730 7.847743 6.820001 7.072143 7.037031 7.586637 9.868364 8.708033 8.893065 4.360568 10.661739 9.530494 7.483952 11.438148 10.621993 10.786235 11.177553 1.553213 9.772383 1.138159 13.161532 6.182571 6.564442 8.829339 9.432338 12.840350 3.360575 9.551805 1.138159 10.686357 10.984712 10.094311 13.106364 10.158694 8.438911 10.429731 11.075796 10.536208 8.200673 10.628694 10.692126 NA NA 4.253657 8.794006 12.302929 8.236209 NA 8.581120 7.870627 10.852422 TCGA-P4-AAVM 69 0 NA 1539 kidney NA NA NA NA 19-3-2015 male 2010 NA yes NA kidney papillary renal cell carcinoma yes NA NA white hispanic or latino 432.22.0 NA NA 1 3 4 2 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3316454 10.0102174 5.4227510 3.6451483 10.7890747 8.3321655 13.8449925 NA 1.7135639 8.4152187 4.0077158 4.5382277 10.1057471 6.4227527 11.7196687 10.3952537 9.2703318 8.3962109 2.1597261 11.4524998 6.7685271 4.2972208 12.2049317 NA 4.6451425 NA NA 9.8504146 10.3445934 9.2535317 4.0857136 8.5277878 9.1887290 9.7234864 9.3316454 9.6579690 7.4000324 5.3923793 3.1597261 9.3942961 0.8377818 11.4982316 6.5520358 10.9092524 8.6864130 2.4227443 8.8377900 6.8150694 9.6895391 10.1415707 7.0077147 9.6563721 11.4759860 8.2214943 7.7506795 4.3613543 NA 9.1909368 8.5031257 NA 5.4524999 11.0720086 NA 10.8559902 2.4227443 NA 8.2342661 10.7484327 11.1358525 5.8377894 15.7943703 8.0666086 10.5485964 3.5382277 9.6910995 7.0951776 1.4227712 -0.1621375 8.2848731 9.6879768 8.8930724 9.3633108 8.3613521 10.2859063 10.3002923 6.3923793 13.8979792 11.0478524 NA 11.6030761 9.9070920 7.1687072 -0.1621375 4.9252542 12.7773692 7.8377900 8.4888415 6.9976616 7.8767091 10.5691090 2.8377818 12.7402084 NA 8.2931171 -0.1621375 NA 9.2931171 NA 7.8264748 11.0797731 10.2471809 8.1231923 9.2577501 8.2724180 11.5276482 9.4189906 10.5834643 12.4602994 1.8377818 9.7457321 9.6370715 10.3226129 11.3817884 10.6555731 NA NA -0.1621375 -0.1621375 3.5382277 13.7674182 7.7566531 13.4543388 10.2692875 11.4283770 1.4227712 7.6769937 3.5382277 10.2514179 11.7008147 11.8017337 4.6451425 9.1115856 10.4607569 -0.1621375 0.8377818 2.8377818 -0.1621375 9.4488147 13.5349748 9.7219604 9.6515711 9.3633108 5.3296439 9.0226652 7.7626026 9.7132014 13.8656960 8.3534896 4.1597180 8.7106494 11.5926774 8.6322057 11.0957670 12.5152894 10.8559902 9.9186075 9.3981229 0.9012627 13.3376359 9.5119823 9.6675127 9.0152096 7.0276141 11.2992694 6.3296439 10.2503598 -0.1621375 10.5570505 11.2833222 7.8930721 10.4497370 9.8035742 9.6515711 10.9875371 10.3455847 8.0858596 3.2972208 6.8930721 9.9092523 NA 10.9404219 5.9463145 6.5102151 12.5845142 11.6651326 10.6722610 10.3094652 10.7058408 8.9824483 10.9209900 9.4653238 10.6840638 8.3962109 1.4227712 9.3256299 4.4227510 8.1864297 7.2128290 NA 11.3074318 0.8377818 6.3135234 3.3296403 0.8377818 NA 0.8377818 11.6216067 10.5884969 10.1909368 11.1168201 11.2807335 7.4377030 5.7774855 7.1506734 10.9963996 10.1909368 9.4451202 9.7536694 9.1953419 9.7461826 8.9567310 NA NA 10.1787527 7.7143067 9.2106550 7.9305469 9.4744145 9.7536694 9.4924261 -0.1621375 8.9038791 13.3996745 10.2439950 NA 2.6451483 NA NA 5.6191489 12.7493692 9.0152096 7.2640550 10.5251657 NA 9.3827543 9.1396749 10.9573796 9.8006859 6.0276141 11.2572235 9.8849138 10.8035742 8.3013142 2.8377818 8.5520354 10.0214253 4.4227510 7.4479288 10.6467542 -0.00083160 0.00805670 0.84534000 -0.00595220 -0.00401620 0.00166420 -0.00664320 0.00694310 0.00833510 0.07239600 0.07239600 0.07239600 0.03087300 -0.00083160 -0.00083160 -0.00083160 0.02595200 0.84061000 0.84061000 0.84061000 0.84061000 -0.00526100 -0.00328570 -0.00096664 -0.00096664 0.00166420 0.00304070 -0.00013862 -0.00664320 0.00485790 0.00485790 0.00484420 0.00242190 0.00000000 0.83900000 -0.00429290 0.00833510 0.07239600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.841 0.841 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.6059743 12.1670257 11.0963560 15.4235154 8.4377030 NA -0.1621375 9.3296430 10.2061000 NA 7.0761946 5.1597180 9.1997337 15.2977978 3.5382277 5.9252518 7.1045767 8.2471808 4.6451425 8.1552028 10.8552944 10.5876594 -0.1621375 10.5614509 10.6775921 9.4798417 4.0857136 13.5379045 9.9371378 6.9670729 11.9302069 NA 7.2386694 8.5520354 3.2972208 10.1931410 8.4227523 9.9397656 9.6611572 NA 9.7189039 8.4634986 10.8363804 9.6370715 3.7446778 9.6643385 9.9279024 7.0077147 2.4227443 9.3885368 2.6451483 13.4787127 11.1563328 8.8264748 12.8568594 13.7631590 5.6191489 9.0642022 9.8587699 7.3846845 10.0226653 10.5425582 1.8377818 3.6451483 12.5822034 1.8377818 9.4283769 NA NA 11.0916374 7.8656962 12.1205888 8.0276147 12.4602994 8.9644945 8.1731804 4.4566156 6.4671458 11.3885367 13.3948946 11.8017337 11.1495383 12.8273619 10.0557477 NA 11.1318363 8.7948921 11.1179808 8.5859829 8.6322057 7.8434142 9.7310916 11.9948210 6.7803048 10.7356354 3.6451483 6.4076451 5.9875369 13.2908175 11.7375245 11.9129348 8.4076455 NA -0.1621375 7.7566531 12.2946577 10.5948882 5.9875369 10.4123834 11.5763045 12.0785813 9.2703318 11.4524998 3.0077158 10.0702109 8.0617919 2.4227443 8.9619112 10.6768442 0.8377818 8.1185606 12.8102277 9.3827543 10.6370716 8.9593236 2.1597261 14.1539300 6.4807805 6.4076451 8.8440881 5.7919859 9.1045765 9.9463145 9.2380505 8.1185606 6.8490172 11.9960841 8.8093334 7.5242902 10.9404219 10.2879702 10.9397656 10.3933377 1.4227712 10.0892724 1.4227712 12.1565164 8.7204331 7.4524999 9.3633108 9.3754743 12.3771911 0.8377818 9.2848731 -0.1621375 10.2503598 11.3241222 10.2859063 12.5845142 11.8872982 8.0325467 10.6840638 11.0325468 10.0426301 6.2128300 9.8670771 9.0201844 NA 0.8377818 NA 7.7446805 10.7668634 8.9515321 NA 9.3827543 8.8293117 10.9495777 TCGA-P4-AAVO 69 0 NA 2400 kidney NA NA NA NA 19-3-2015 male 2008 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 2 3 4 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.2831336 9.6797097 5.2559010 3.8983535 13.8816108 9.1735899 13.8419636 0.8983245 4.8682818 7.8052402 6.0276340 6.1462785 8.9290172 6.7057043 12.3282797 10.1367547 8.9963820 7.6731373 8.5953175 11.6113068 7.0980226 4.2202758 12.6143119 1.8983632 3.7057015 NA NA 10.1367547 10.2679473 7.4219117 4.4219100 8.8525464 9.4297314 9.4316796 9.6262703 9.0042584 7.1271690 4.0682753 2.7057126 8.7344004 8.3536770 7.9039746 2.2202680 12.1271686 7.4452442 NA 9.7500990 6.9536319 10.0732756 10.1102382 6.8525457 11.4066399 11.0967950 10.3225162 7.9481984 3.0682753 1.8983632 9.2602936 7.9590456 -0.1015981 4.8525482 10.6482193 0.8983245 9.8597995 5.8290884 9.6364421 8.3902029 9.6632215 9.7121311 6.8641341 14.8869459 7.8525464 10.3151474 2.8983438 10.3608522 7.0480967 2.7057126 3.3577772 9.9358968 9.0556967 9.6381305 9.4795505 8.2820542 9.8784895 9.1860622 5.4833128 14.4373875 10.8691749 NA 11.2100982 9.2355035 8.4021756 NA 6.4529380 13.0638851 7.8349880 7.9590456 7.9207179 9.6279706 10.5222315 7.2292668 9.8176901 NA 8.2066891 NA 7.6057091 8.7961954 -0.1015981 5.5130612 9.8320406 11.3669740 8.5422062 9.4081248 8.9427441 11.7522247 10.7024809 10.7241038 12.2470781 4.0682753 9.1640353 8.8898717 11.2520481 10.3392191 9.1627926 NA -0.1015981 NA 1.4833128 6.3246144 14.7901336 11.9025704 9.8713297 10.7648562 11.6829848 3.7057015 8.4452446 7.8583516 9.9413772 7.5987895 11.4945164 4.4833128 6.2202777 10.9053772 2.4833128 4.6532378 4.1462805 NA 6.9644391 14.2404941 9.9724913 9.3308918 8.0531678 6.9427444 8.6698393 8.6992497 10.8822770 12.0013098 9.4394465 3.5987939 9.7953483 11.1762185 6.6532378 10.7717941 11.3114489 11.1627925 9.3056176 10.2426459 3.3246090 13.5496259 9.2359718 8.3495612 7.9481984 9.6039823 0.8983245 7.9372691 10.1651365 NA 9.2234754 10.7320307 7.9317729 9.8612459 10.2315053 10.2960245 12.6567814 10.6448643 9.4231659 4.3577842 8.2337405 10.1379484 NA 10.8142293 8.0931069 3.2202835 13.2388955 10.7241038 10.1663070 10.7256926 9.5883479 8.8583519 11.5750343 9.5313452 9.8799172 6.3740831 5.3902034 7.9911068 1.4833128 0.8983245 9.3371417 0.8983245 10.9522758 7.3659558 5.1078050 7.0898530 2.4833128 NA -0.1015981 12.0822954 11.5299817 10.6739602 11.9841543 8.8022317 5.3246162 6.1804184 7.8927031 10.6022535 9.9317729 9.0094855 9.7563310 10.2191505 3.5987939 9.3308918 NA NA 9.6039823 6.9427444 9.7563310 6.7185288 9.9804989 10.2055507 9.7748669 1.4833128 10.4336253 10.7756341 10.5547747 NA 5.3246162 NA -0.1015981 4.2202758 11.2586484 8.7594368 6.2559010 10.6632215 -0.1015981 7.9481984 8.4125118 11.2728461 9.7702552 5.5987910 11.2415356 9.0857019 11.6364422 8.2470783 0.8983245 9.3495610 9.6976315 4.2202758 5.4815088 10.4757787 0.00680440 0.00000000 0.00319100 -0.00277070 -0.00946100 -0.00553750 -0.00636680 0.01670500 0.02777800 0.00722170 0.00722170 0.00722170 0.01042400 -0.98730000 -0.00083160 0.00680440 0.00000000 0.00319100 0.00319100 0.00319100 0.00319100 0.00041593 -0.00277070 0.00444110 0.00285140 -0.00553750 -0.00290910 -0.00290910 -0.01028500 -0.00083160 -0.00083160 -0.00678130 -0.00678130 0.00069327 0.91346000 -0.00498440 0.02777800 0.00722170 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.913 0.913 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.913 0.913 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.901 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.5167355 11.5918369 9.9386397 13.6741659 8.2202782 NA 4.4219100 9.8841919 11.4169441 NA 8.4945396 8.1029211 9.1126691 11.2750180 2.7057126 4.2906677 7.5056806 5.9644402 4.8052409 7.0379016 10.2303865 9.5918368 -0.1015981 10.0224713 9.7331211 10.0594818 3.9858101 0.8983245 9.1175184 6.4375091 12.2009860 1.8983632 7.6330599 8.7438401 5.8525457 9.8172131 8.6895127 9.8364593 9.7008662 NA 10.1663070 8.1883688 10.1367547 9.1698130 1.8983632 9.8052405 8.7901337 6.8870341 2.2202680 8.7089214 5.7563321 12.9434270 11.6498940 8.5313452 12.0710899 13.7943985 6.1271690 9.9791675 9.9039745 6.2733891 9.9123704 13.3198836 NA 6.5848498 13.1135795 7.1557381 9.4644040 -0.1015981 NA 9.5476062 6.6927661 12.6074337 8.1744743 12.2470781 8.0172911 7.0782586 4.2796347 9.8037369 11.9437683 14.6636360 11.4945164 10.6108769 14.0879429 9.5830986 -0.1015981 11.4418652 7.5707756 9.8467172 8.2602939 6.6532378 8.1029211 10.2100983 11.9617450 6.1271690 10.8741979 5.8756302 5.9207173 8.0327764 14.4870376 11.9818293 11.5390468 7.5056806 NA NA 7.8052402 12.1271686 10.4090053 6.2202777 10.1187283 10.9617450 11.3756022 8.9963820 11.6113068 2.8983438 10.1271686 7.8467171 6.7687150 8.3781301 10.6549813 8.3536770 7.1271690 11.4360537 9.5075287 10.6473813 8.5953175 2.7057126 13.7299541 6.3653041 6.5277069 7.3495608 5.8525457 7.7057050 9.6648789 9.9688063 8.7687146 3.2202835 10.3350615 9.0657680 6.5987895 11.6022535 10.4404145 10.3730699 10.1883688 -0.1015981 8.6057091 6.3077400 12.2777012 6.9207173 8.2559020 8.0531678 9.2250042 12.0770148 -0.1015981 9.5367859 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8.8911047 10.3605622 10.8323460 7.9177760 6.7802733 10.2575596 8.9285027 8.1286574 7.0069656 3.2991421 9.6053597 8.9000502 0.9772433 8.4201615 10.0193333 5.0926937 9.6943231 10.5247551 9.1637450 9.4166956 12.4575874 11.6284192 8.0822534 14.1273354 8.4448236 9.8856105 4.9621094 10.6369166 7.3666702 7.0540334 2.7672946 7.3464517 9.3859014 9.4380150 9.7448507 10.3576790 8.4421042 9.1379297 6.4529512 12.2057360 10.4273982 NA 11.7347468 10.0496007 7.6683801 -1.6077925 8.9216860 12.0356607 8.6602124 11.5303672 7.0996150 9.7936683 11.0170509 9.0952939 8.1935436 -1.6077925 8.8921014 0.9772433 NA 10.8621515 2.7141796 8.5508653 9.8195682 10.5820800 8.0682124 10.3185514 9.2084392 12.2807552 9.2870733 10.2703063 13.0942657 6.3637984 11.4349391 10.7359964 10.3673869 7.6519988 9.6336428 NA 2.1996252 2.7141796 0.7142235 5.0926937 14.1295028 8.4062760 10.4211975 9.2649302 9.7623980 4.0926980 7.1471428 5.2502378 11.4005090 11.8275350 12.4431958 8.9715714 9.3709659 11.0734938 5.9079554 3.0926980 5.7321064 -1.6077925 9.7023001 13.9223569 8.9118917 9.5783697 9.8755674 7.3580402 9.5540172 7.4090633 9.2185497 5.5721651 8.4325452 5.7498078 10.4850951 9.7442989 8.6868762 12.0849799 10.8529673 10.4754023 10.5568481 9.5046949 7.9191655 12.4975911 9.1996103 8.6401831 9.0152224 7.4421042 1.1996252 10.4677346 10.6165587 6.6319497 8.2101984 10.6785244 7.8659615 11.1565050 8.9602114 9.7808109 12.3499923 10.5823887 9.5881627 4.6960383 9.4630471 10.6937516 NA 10.3565963 7.6282698 6.5163761 12.5013515 10.3999836 10.5024125 10.9415588 10.4108033 6.9000505 10.9180356 9.3376993 10.7808110 7.9255853 2.2991567 10.0477862 5.2251438 3.7141796 7.2251457 2.8516791 11.0188771 1.7141796 9.3347700 7.8067507 5.9544988 -1.6077925 1.8516791 11.8734242 10.5527572 10.1030618 11.4390384 7.6519988 9.4969197 6.0282995 9.0106408 10.5037171 10.7593971 9.2306716 9.4291159 12.4375885 8.6004898 10.0419607 -0.6077925 1.1996252 10.2346057 7.8598609 9.1252709 8.7942014 9.9875129 14.4458632 11.3433580 0.7142235 10.5314870 13.5520085 10.5426374 1.1996252 4.6017084 -0.6077925 3.9468431 6.9079554 14.7990417 9.2393128 8.1979995 11.9503173 -1.6077925 9.8419200 9.3632313 10.1979993 9.3140963 7.7867179 11.6248262 9.6822743 10.7623979 10.3479053 5.4146227 9.4215427 9.1793419 5.1233020 8.2946304 10.5897793 -0.47029000 -0.00097017 0.00000000 0.00083195 -0.00235530 0.00151100 0.00360760 0.03270400 0.03031000 -0.05967300 -0.05967300 -0.05967300 -0.05967300 -0.45447000 -0.47029000 -0.47029000 -0.00097017 0.00000000 0.00000000 0.00000000 0.00000000 -0.00484610 0.00083195 -0.00110870 -0.00110870 0.00235810 0.02048300 0.02048300 0.00360760 -0.48659000 -0.48659000 -0.00318590 -0.00318590 -0.47754000 0.02216400 0.01237600 0.03031000 -0.05967300 0.000 0.000 0.000 0.000 0.500 0.500 0.000 -0.478 -0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.470 -0.470 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.500 0.500 0.000 -0.478 -0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.470 -0.470 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.802707 11.082908 10.486003 9.857312 9.620473 NA 2.640181 10.059811 9.754106 1.714180 8.120176 4.436648 8.804825 15.589319 8.543272 8.821662 5.826884 8.118473 8.447538 8.767295 11.391551 9.177708 4.199610 9.141287 10.089379 10.542320 7.186671 12.672736 10.675923 9.267237 12.136020 5.262621 6.526682 7.841404 8.734330 10.496527 9.6041438 9.5746497 8.8851100 -0.0228300 10.3285253 8.0717353 7.8740549 10.6566980 4.6776605 10.4606978 9.7365513 6.7096684 6.1931547 8.9659026 8.9216860 13.3675213 10.5157302 9.9348037 13.5442233 12.7743390 5.8516866 10.0558136 10.4991455 9.9521105 10.2108376 9.3894350 6.7186849 5.7931338 13.0399387 5.3347685 9.2817594 5.8516866 1.7141796 10.1043525 8.1354066 12.9000501 9.1210263 13.0942657 9.3200333 8.1082176 5.3763876 9.2672368 12.5803033 11.5244338 12.4431958 12.0434193 12.8953979 10.7337743 -0.6077925 10.5295668 9.4332301 10.2032287 9.4097598 8.6868762 8.5571623 9.3738226 12.4984094 10.8385633 11.5802260 7.4366499 7.0288796 5.8351990 13.3900047 10.3591213 12.5063231 7.4637181 NA NA 9.9304443 12.1686885 10.6132141 7.1201757 11.0352096 10.9461247 12.7003811 10.4427843 10.9898425 7.3021481 11.2936880 10.9696842 5.6868759 10.2088391 10.7106146 7.3950705 8.4942312 12.2331199 8.6378080 11.4960350 9.6449209 3.3464464 13.4289442 6.5788648 7.5796078 7.5033909 9.0078851 8.9138558 9.5150834 8.0088045 8.8598609 8.6413690 9.9668489 10.5615541 8.0593672 10.9965770 10.1558828 11.0765658 10.7643043 1.9772066 10.2825197 5.4583459 12.5643071 8.7498074 7.7824243 9.8755674 9.8025054 12.5199274 4.5420042 9.3170680 4.1736152 10.6165587 10.9743974 10.5842399 12.5013515 11.1254826 7.2687722 10.7808110 10.4393793 10.9637711 7.8455258 10.0805058 10.5752704 3.1471439 0.7142235 NA 10.3307324 10.6341314 7.8414040 -0.6077925 9.8419200 8.0629118 11.4744045 TCGA-PJ-A5Z9 80 0 NA 540 kidney stage i t1b nx mx 19-3-2015 female 2012 NA yes NA kidney papillary renal cell carcinoma yes 25 1960 white not hispanic or latino 299.44.0 NA NA 1 3 4 6 1 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 6 0 0 0 0 0 0 0 0 0 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10.2024846 9.6008157 6.4781192 15.7743203 8.3667742 11.4507450 4.3695921 10.0983653 8.1043042 2.9545500 4.2527260 9.8503847 9.1618154 9.4356838 9.7651286 8.5984132 9.3611163 8.7979546 5.3919636 13.3163181 10.7543783 NA 11.8236367 9.3608897 6.5594184 NA 6.7874468 14.1870279 8.1801663 8.9451339 8.1311460 8.4139888 10.9592457 8.5269413 10.9918111 2.9545500 8.1177875 -0.6303939 NA 10.2689514 1.9545686 7.9356483 9.8341403 10.4248770 8.0906936 9.9507951 9.0170531 11.9250608 9.0975149 10.5857341 13.1143233 2.5395311 9.5940304 9.9451338 11.1865782 9.9824630 9.8951154 NA 1.3696061 2.6915118 -0.6303939 6.4030171 13.7785213 11.1981277 13.5524544 10.2158685 11.4054246 4.7619129 8.1110616 3.1769450 10.2628961 11.5145714 11.6543261 5.3237916 6.9164886 11.3361000 3.1769450 2.1769610 7.2087982 NA 7.9280155 12.4882112 9.7937608 10.8478586 8.9861432 4.8290275 9.1865781 8.2430388 9.9539275 9.4057682 7.9394499 6.0838410 9.7023919 11.2072225 7.5594192 11.0075778 11.0700342 11.4071415 8.5519889 9.6422243 8.8987713 13.1248994 8.7640572 8.9713654 8.4221628 10.3870989 NA 6.9916466 10.4852884 NA 9.9788379 11.6263929 7.8574343 10.4623517 8.8146094 10.7033090 11.9538524 10.3898801 9.1404070 2.8290174 7.9843045 9.4450736 -0.6303939 9.6269824 8.1009135 4.4570558 12.6578839 10.8644501 8.8083863 9.9916464 9.4636723 8.4030176 11.0437824 9.8843085 10.5698801 8.2244629 3.0700286 9.6858760 5.4781176 6.2275755 8.2704612 2.8290174 10.1615713 0.3696061 7.7271465 4.2275794 5.2275755 NA NA 11.3692422 11.1493139 10.6357955 11.6901131 8.7853364 5.9695074 6.7033762 7.1110616 11.1591282 9.7381010 8.4937158 9.0331526 10.6216686 6.8773897 10.0604656 NA NA 10.4911281 6.8694409 9.0080305 8.3780230 9.7337292 11.4649916 9.2430388 3.0700286 7.8372003 14.4105263 10.0170529 2.1769610 0.9545686 NA 4.4570558 3.6175218 14.6331205 10.4262323 6.3695939 10.7149998 NA 9.3611163 9.0665620 10.2802373 9.5078664 7.0700340 11.1941556 9.4248770 11.1089532 10.2087983 3.1769450 8.4167186 9.3310441 4.5193406 7.0889154 11.8828286 -0.0048309 0.7987800 0.8591800 -0.0083005 0.8500800 -0.0077971 -0.0067813 0.8260800 -0.0164290 0.2280800 0.2280800 0.2280800 0.2280800 -0.0156340 -0.0070249 -0.0048309 0.7887900 0.8463200 0.8463200 0.8591800 0.8591800 0.0026357 -0.0083005 -0.0089906 -0.0126490 -0.0042929 0.0000000 0.0000000 -0.0067813 -0.0058410 -0.0058410 -0.0084935 0.0104240 -0.0030475 0.8362800 0.0023581 -0.0164290 0.2280800 0.000 0.000 0.000 0.000 0.843 0.843 0.000 0.000 0.000 0.836 0.836 0.826 0.826 0.000 0.000 0.000 0.000 0.000 0.000 0.834 0.834 -0.875 0.000 0.794 0.794 0.859 0.859 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.228 0.228 0.000 0.000 0.000 0.000 0.843 0.843 0.000 0.000 0.000 0.836 0.836 0.826 0.826 0.000 0.000 0.000 0.000 0.000 0.000 0.834 0.834 -0.875 0.000 0.794 0.794 0.859 0.859 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.228 0.228 10.655575 11.778190 11.074363 12.972525 8.045552 NA 2.954550 9.706101 10.539388 NA 7.157498 8.087271 8.789555 13.576685 6.300332 6.239959 6.753298 7.833119 5.498876 7.691522 11.779516 9.744634 2.691512 9.759764 10.016603 9.111062 5.478118 12.504021 9.592389 9.213516 12.376958 6.042020 7.687007 9.373815 8.889231 9.222904 8.4859384 9.6387212 9.4755030 -0.6303939 9.0098395 8.4030176 10.3295965 10.4002617 1.6915342 10.4537386 9.8614477 7.8574343 3.8931583 8.5091459 8.3208791 13.1888755 11.3411381 9.6492052 13.4206335 11.8711829 5.5594184 6.8290263 10.0278059 8.5167996 10.2244629 10.1889754 3.5395187 7.4676267 13.7531638 5.4781176 8.1704945 1.6915342 NA 10.5839136 6.4885359 11.9082685 8.9824632 13.1143233 8.6293377 7.8970716 6.3797024 10.0838400 9.2674401 12.8579368 11.6543261 11.0442282 12.0041787 9.7315383 1.3696061 10.7238439 10.3165008 9.9583091 7.7315383 7.5594192 8.2119447 10.1631978 12.0799705 6.9318367 10.9888975 5.5395187 6.2522378 8.9953033 13.2475899 11.5297811 12.2020890 9.1721109 NA NA 10.3780232 12.3459797 10.4016127 7.5445202 10.4583827 11.4712420 11.4184219 9.4316407 11.3804723 5.3695956 10.8719291 8.2764850 5.4356853 8.6198931 9.0325299 6.4356836 8.2056447 12.4699283 10.3003319 10.9606493 8.8083863 3.4570558 14.8035711 6.6402175 6.8773897 7.1170488 6.2150845 7.8125380 9.5631198 9.3540131 8.3150386 4.3237880 9.5839137 9.3353787 7.3639481 11.0503935 9.9833840 11.4370289 10.6234420 0.9545686 10.3660680 1.6915342 12.1557641 6.7446334 7.0769534 8.9861432 9.3126513 12.2062367 3.6915230 9.8744135 -0.6303939 10.4852884 11.2123377 9.0734981 12.6578839 11.4676266 7.9879802 10.5698801 10.4807302 10.3975005 8.1704945 10.2936648 10.0295904 NA -0.6303939 NA 8.0170528 10.9822696 8.2613780 NA 9.3611163 8.3611165 11.2617579 TCGA-PJ-A8JU 81 0 NA 380 kidney stage i t1a nx mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes 5 1965 white not hispanic or latino 376.31.0 NA NA NA 3 NA NA 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-Q2-A5QZ 61 0 NA 428 kidney stage iii t3a nx mx 19-3-2015 female 2012 NA yes 100 kidney papillary renal cell carcinoma yes 15 1998 black or african american not hispanic or latino 299.44.0 NA NA 3 3 4 2 2 2 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.843738e-06 1.664627e-06 10.4656544 8.5161736 7.8500149 NA 10.3011394 1.8627093 13.1927681 NA 2.8162106 9.1520647 7.0283526 6.5747797 8.2801592 5.2108953 12.0148691 11.2574393 8.0971430 6.0875138 7.5469461 10.8433557 8.3623086 5.2801583 12.1802715 NA NA NA NA 8.6288877 9.8086135 8.4068640 5.3886855 6.9454953 9.3755564 8.6638637 10.9276178 9.9067810 6.7231025 6.4299072 10.0672457 9.7720125 9.4145857 10.1612734 4.5655606 10.8861019 7.3245532 4.3245514 11.7983208 5.4299072 11.2212071 9.0713224 6.1130503 10.1225098 10.0794653 10.8342686 7.2574397 5.8948687 5.6020886 8.9258179 7.6421030 3.0875138 7.3408551 11.3049528 5.1381387 10.0283523 -0.7197563 4.3245514 7.0283526 6.9666600 11.4003973 9.0097802 15.6165265 6.2108973 9.9012956 3.3676227 10.8651220 7.0875148 5.3025274 2.8651270 8.3702720 8.5701783 10.2481062 9.3354419 7.7147875 10.1840413 9.3755564 4.5280899 13.6744881 12.1031285 NA 11.4136228 8.2372616 5.6552001 NA 6.2459443 12.3710989 7.4600684 9.3177063 7.4248180 8.9095160 10.8318677 6.6464809 12.8705091 0.2801249 7.6595379 4.4500829 0.2801249 9.1162098 3.1870551 9.2730979 9.6177813 10.2899881 9.2197387 10.0623387 8.1412463 11.8298286 9.2660013 10.9875186 12.2156929 3.4500895 8.6612048 7.3569748 11.7755149 7.4299063 9.0794410 -0.7197563 0.2801249 2.2801546 1.8651270 4.8037230 14.7518347 11.7546259 11.0059517 11.7316282 11.3579766 4.0350432 8.4699840 8.4299067 9.9258179 10.3422056 9.6638637 6.3991010 8.1350279 12.0212050 2.8651270 3.4500895 6.4993277 NA 7.8076363 13.9996552 7.6377117 8.5586090 6.9666600 5.0875138 8.2688442 8.8744841 9.8255004 4.7720123 10.3080655 5.9095163 8.3832636 11.2215739 4.8037230 8.0417106 12.5577374 11.7449604 8.7127014 10.8800723 4.2052126 14.8447853 8.1780050 6.4600692 7.8688738 8.7210288 4.6724763 5.6895508 9.4222664 2.7395889 9.7579177 12.3808218 6.1381407 9.3475939 8.0317034 10.0680620 12.8777465 10.1952919 8.5128202 4.7064256 9.4650347 8.9276180 NA 9.6595379 7.1810260 3.3676227 13.0924370 10.8409699 8.3569753 9.3636387 9.6638637 5.8347491 12.1923415 11.1043226 7.9771271 5.1381387 NA 7.8231914 4.0875138 6.1381407 9.0317034 NA 9.2745128 0.2801249 8.9003793 7.3139677 2.9805920 2.2801546 NA 11.9534685 10.3163330 10.9666600 12.1067079 8.7879541 2.9805920 4.7007116 7.5422542 11.8768151 8.7720126 7.2167973 7.5185643 6.9666600 NA 10.5902042 NA 1.6020767 9.5375473 1.6020767 10.8791424 6.9525852 10.5203545 8.7919120 10.0770102 2.0875307 6.5089784 12.1734610 9.9365844 NA 7.5655614 2.4500895 NA 3.0875138 12.2497258 9.4822832 5.9095163 10.0350469 NA 5.1628022 9.7385660 12.6161080 8.5065718 4.6724763 11.6379863 8.8424019 11.1711836 10.0450310 2.6020767 7.4550855 9.6410066 0.2801249 5.5560983 12.4425508 0.154560 0.599650 0.239410 0.105150 0.136610 0.367430 -0.195470 1.010400 -0.593390 -0.143100 -0.143100 -0.143100 -0.139460 -0.619090 -0.619090 0.158340 -0.636400 -0.634320 -0.642590 -0.642590 -0.642590 -0.617060 0.151620 -0.249920 -0.249920 0.029531 -0.074358 -0.074358 -0.332460 0.103700 0.108070 -0.628440 -0.628440 -0.628280 0.000000 -0.616840 -0.593390 -0.143100 -0.332 -0.332 0.000 0.101 0.000 0.000 -0.597 -0.612 0.114 0.000 0.000 -0.644 0.298 -0.617 -0.617 -0.593 -0.593 -0.480 0.139 0.195 0.195 0.134 -0.635 0.132 0.132 -0.395 0.239 -0.614 -0.614 0.105 0.105 3.083 3.407 0.137 0.137 0.000 0.338 0.000 0.000 -0.142 -0.142 -0.332 -0.332 0.000 0.101 0.000 0.000 -0.597 -0.612 0.114 0.000 0.000 -0.644 0.298 -0.617 -0.617 -0.593 -0.593 -0.480 0.139 0.195 0.195 0.134 -0.635 0.132 0.132 -0.395 0.239 -0.614 -0.614 0.105 0.105 3.083 3.407 0.137 0.137 0.000 0.338 0.000 0.000 -0.142 -0.142 7.768000 10.496905 10.081059 9.648666 7.021626 8.496905 2.450089 9.727243 10.823907 1.865127 7.973646 7.028353 7.984063 16.563628 7.973646 8.840492 7.168903 6.803722 6.959639 5.450083 6.162802 11.884249 NA 10.983630 9.288126 8.462554 6.388684 4.834747 8.553955 6.346248 13.046378 7.494479 6.187049 8.866999 4.602089 8.544602 9.008080 9.263153 12.040048 NA 7.959640 8.523333 9.817378 8.868874 1.865127 11.027933 7.650847 7.973646 7.168903 8.190052 5.087514 13.250086 13.590630 7.637712 12.402826 10.173461 5.162802 9.666022 9.932108 8.162803 10.850964 11.453837 3.367623 7.676765 13.950484 6.008079 9.718951 2.980592 1.280184 9.543429 7.162802 12.187989 8.406864 12.215693 6.583940 7.846214 4.862714 9.331368 10.609395 12.545774 9.663864 9.953469 13.564188 8.959639 1.280184 12.153027 7.894869 10.085097 7.028353 4.803723 11.017829 11.072136 11.068878 5.637712 9.054946 5.672476 8.801760 6.291386 14.828840 11.073763 12.654112 7.489613 NA 2.450089 10.425455 12.681972 9.403246 7.087515 8.572481 10.5776490 9.7085196 8.0971430 10.8433557 4.0350432 8.6442940 9.1930487 4.9806012 7.0283526 11.8054820 9.4145857 3.0875138 10.0753874 9.8566439 10.0541228 7.4847303 NA 14.2108044 7.9859301 6.5839402 7.1422388 7.5701783 2.4500895 8.5257122 9.8791424 8.8800723 5.4299072 10.4743007 7.7839850 4.3245514 12.2288917 9.8754169 8.0046733 9.1945446 2.2801546 9.0383827 2.0875307 11.6858753 6.2108973 6.3135833 6.9666600 10.4629697 11.8542799 2.6020767 8.9736463 2.7395889 9.4222664 9.1597427 7.2857841 13.0924370 10.3496092 5.4896136 7.9771271 10.9494874 9.5632478 5.1130503 10.2927839 8.7997958 NA NA 0.2801249 7.0745750 11.5899001 7.0875148 NA 5.1628022 8.2108968 8.4475775 TCGA-SX-A71R 51 0 NA 1457 kidney stage i t1a n0 m0 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 344.34.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0709179 8.5159087 6.7523485 1.6480052 13.3141474 8.0729006 12.8972442 0.9110396 1.8596516 8.0742769 6.2568220 9.1621345 10.2041350 8.1840650 10.7612334 13.0106136 10.9531619 8.4502054 4.7184000 11.4062354 9.1090823 7.9488683 9.9129239 1.3260771 7.5834717 -0.6739229 3.2329677 11.1645001 10.6620327 9.2434561 5.3484520 8.0403297 9.4656354 10.7455176 8.9091668 9.4201617 7.2508962 5.2802808 11.1979893 9.6637059 4.7523472 8.7875634 2.1334320 10.2560821 8.8864169 2.1334320 9.5428299 7.8652427 9.8594138 9.6737055 7.6068545 7.0942688 11.0273169 8.5453008 8.7607123 3.7855192 6.1462622 9.2010655 8.7141012 5.8018183 6.4450248 9.6637059 3.5740167 11.7885863 2.3260771 2.7855087 8.7996883 9.1949065 9.4821672 6.9035131 15.2024092 8.6022085 10.4751961 5.8496465 11.0763724 8.3401047 -0.6739229 6.0400551 10.7460442 10.6056947 8.2419636 10.0082009 9.5488789 8.8098999 9.0403297 5.8338793 12.9353783 10.9856341 -0.6739229 10.8294129 8.8200596 7.9444696 NA 8.0368907 12.4047353 9.6114863 8.0125849 7.2508962 8.3401047 10.9366476 7.5834717 8.2767274 -0.6739229 8.9222740 NA NA 9.7492000 2.4960021 7.5109595 10.4916192 10.4391750 8.5183770 10.5294321 8.6725979 10.8360421 9.5196095 10.0934409 13.5922850 0.9110396 11.4803104 11.7178647 10.7659149 11.2542323 10.3948623 NA 4.1334402 4.3704782 1.3260771 6.6748123 12.7420899 10.2026010 11.9306373 10.9467621 11.4821672 3.7184055 9.7669532 3.9110492 10.6994931 11.4764660 10.8218942 6.7936891 7.5059933 10.8811524 2.4960021 4.0809731 6.2087279 1.9110396 10.9954121 12.3294263 10.4227993 13.5561796 9.0334431 6.1334382 10.6451917 8.1204997 11.5254497 10.6945905 9.1058035 5.3921731 9.7790254 9.8078834 7.4398259 11.4869009 10.8462116 11.8880880 8.4630751 9.8137031 7.5302151 12.8509930 8.3704782 9.7322890 8.3677432 10.2810073 NA 7.1526327 9.8388245 1.9206363 8.0713213 10.1041612 9.0505980 10.3012155 9.5536999 10.2831861 10.3414991 9.6033715 9.2648845 3.4960149 8.6924063 9.6412337 2.3260771 7.4135467 7.9517929 5.3484520 11.6937719 11.0117089 8.9842957 9.9860799 10.8053591 8.6945905 11.1697579 9.4424281 10.3218512 6.2918687 0.9110396 10.6033714 3.8496490 3.1334320 7.5355374 3.4135535 9.5799315 2.7855087 7.0195707 5.8055401 3.8496490 -0.6739229 2.6480052 11.7659150 10.3677432 10.9663290 13.0592054 6.6570011 9.8329669 6.4114246 7.6298651 11.0134597 9.9306373 7.9699402 9.4566546 11.6511084 5.3921731 9.7108679 0.3260771 1.6480052 9.8564904 7.2627216 9.2193856 8.2831861 10.4437272 9.1446661 10.5698531 3.4960149 9.4254318 11.7352098 10.1478581 NA 2.1334320 NA 1.6480052 6.6570011 14.2488078 11.7304274 6.8018170 9.7130244 1.9110396 8.5208410 8.0427663 10.2178678 9.2700640 7.0403292 11.0273905 10.0909557 10.0909557 9.7043789 3.2329677 10.2292127 10.3975464 5.6659328 9.5683651 12.2188166 -0.01834700 0.00930980 0.06193700 -0.03539000 1.57690000 -0.01064600 -0.02205800 0.73644000 -0.08078100 0.09783300 0.09783300 0.09783300 0.09783300 -0.08399700 -0.02772600 -0.01834700 0.00930980 0.06193700 0.06193700 0.06193700 0.06193700 0.02104300 0.00000000 0.00083195 -0.01097200 -0.01064600 -0.02876500 -0.02876500 -0.02873000 -0.02233200 -0.02233200 0.00084189 0.00084189 -0.01972600 0.73814000 -0.01422800 -0.08078100 0.09783300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.562 1.562 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.736 0.736 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.562 1.562 0.000 0.000 0.000 0.000 0.000 0.000 9.9949690 12.5095644 10.8987843 12.2568214 9.4821672 NA 5.2568220 10.3401046 10.3964801 -0.6739229 7.5109595 7.2389731 9.3772930 13.1441669 6.0125843 5.7011248 6.4450248 5.7011248 5.8806733 8.1933627 10.3352129 10.7455176 0.3260771 9.6480122 9.2339060 9.3133481 6.3921731 12.2525654 9.5585051 7.4346082 12.2654741 4.9407916 7.6880279 8.6298648 8.5010099 9.2434561 9.3732080 9.9896421 10.3197301 -0.6739229 9.9185411 9.0692355 9.4095634 10.5834719 3.0265168 9.7824385 9.5916990 8.0843072 4.3704782 8.1334392 6.5549034 11.8555146 11.8286673 9.3090777 14.2695146 12.4067351 6.9699402 6.9842954 9.0624860 6.0540041 10.5662791 10.4015633 3.0265168 3.6480167 13.2734471 6.8574660 9.6218530 -0.6739229 NA 9.5440417 7.8535610 12.4629150 11.1157685 13.5922850 8.9931957 8.3288993 7.3045083 11.4614727 8.3090775 12.9277388 10.8218942 11.6533560 11.2140662 10.2969090 1.3260771 11.5713397 8.7523489 10.7375951 8.6298648 7.4398259 8.1621345 9.5870036 11.7290961 7.0055639 10.3260841 6.6570011 8.0876352 8.0843072 13.1197199 10.6819857 13.1241508 8.8476844 4.7184000 1.9110396 8.3456749 11.7690276 11.4330297 7.8417838 10.1139867 11.7964887 11.5754939 10.9531619 11.4062354 3.5740167 10.7135629 9.2314711 4.2802808 8.8902336 11.0495615 4.7523472 8.8058644 11.4100952 9.0926129 10.6270086 10.3317086 2.4960021 14.9407077 8.1597967 6.4135467 7.8970026 6.7011234 7.0403292 8.9241367 8.6366968 8.5227600 4.8496440 10.6720437 9.7824385 7.8535610 11.5115790 9.8467028 10.5300438 11.7304274 1.3260771 10.0125846 1.9110396 12.9893142 6.7011234 6.4450248 9.0334431 10.0571401 11.8538054 2.6480052 9.1979892 1.3260771 9.8388245 10.7130243 9.4872160 11.6937719 10.0683935 8.9914201 10.3218512 11.0488916 10.4745607 8.8058644 10.3595071 10.3718437 0.9110396 -0.6739229 NA 8.7752326 12.7869840 8.5059933 2.3260771 8.5208410 8.3512237 10.6525136 TCGA-SX-A71S 66 0 NA 1443 kidney stage i t1 nx m0 19-3-2015 female 2010 NA yes 90 kidney papillary renal cell carcinoma yes 20 1970 white not hispanic or latino 344.34.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5906172 10.2550310 7.7790193 -1.4058337 13.2425575 11.0200310 12.7853572 0.9160944 0.5239633 7.2980470 5.8325483 7.9138157 11.0804760 8.8313538 11.3863240 10.9899456 10.8447382 8.9615585 6.5656870 10.8737543 8.7091876 6.5541452 9.9312081 2.2945766 4.7234275 NA 3.9516997 10.9434250 10.0156827 8.8899128 3.8035990 8.2753824 9.6669463 10.1800451 9.5799856 10.4594904 8.9183242 4.5010314 7.5483403 10.3207877 3.9864655 9.1649481 2.9160753 9.6961194 10.9737928 2.2945766 10.2867593 8.7665713 9.8084629 10.6746282 7.9228187 4.9160705 10.8494084 9.7020147 8.2451957 6.3950439 4.5941424 9.3974676 9.3926156 5.3885581 5.9864610 9.3485469 3.2945766 10.8187484 10.5047865 8.2180250 10.4839747 14.3642656 9.6378546 6.8325483 14.2953961 7.9516956 10.1308767 5.0035348 10.6632578 8.4567811 3.8035990 3.2597696 10.1701557 10.2215727 8.7590506 9.9992852 9.9053244 8.1313621 8.2398023 7.2594796 12.0632768 11.0645484 NA 11.7375270 9.4725857 8.3423365 -1.4058337 6.7987154 13.3094623 9.0586896 9.0959808 7.8702679 9.3556949 11.7416667 9.7432558 7.1939077 NA 9.2407024 -1.4058337 5.9778477 10.3689308 3.2380072 8.8853145 9.7659461 9.5137521 8.7298532 9.8301580 9.2433999 11.2727439 9.5359250 10.5774937 14.2127873 1.1791288 11.4720663 11.6100814 10.5348244 8.5941439 10.5044117 NA 2.9160753 1.7640489 0.1791288 5.8035964 12.8058039 10.8717218 6.9907484 8.9886066 10.3481961 6.2594796 8.8818561 3.5483380 11.3877471 10.6001191 11.8235950 6.9339939 6.7026686 10.5366583 3.5010314 3.7234275 5.1019400 0.1791288 8.6974315 13.1563862 9.8990655 12.1172156 9.8373178 6.0035348 10.5457927 7.8795459 10.5519351 7.4047150 9.4859275 4.1791049 10.3727178 9.9762273 8.7362507 11.9305108 10.4767868 11.5981886 9.0799730 9.1371756 7.8019146 11.4910438 8.7078861 9.9461872 8.6948060 8.4301941 NA 8.7777790 10.5359250 1.1863104 7.8207725 10.5163565 9.2980472 11.1970746 9.0678495 10.3730422 11.4556184 9.9417651 9.0947766 5.9160729 8.2665692 10.2505686 NA 5.7938153 9.7489618 6.9070264 12.3898790 10.3469425 9.4435488 9.8538870 9.6074664 9.4942558 10.9770082 9.0494709 10.9194492 8.4505692 3.5941424 11.0114689 3.5010314 0.9160944 7.1639998 2.9160753 10.4695091 1.5941663 7.3820464 6.2315649 4.7640701 -0.4058337 2.1790970 11.7320955 10.9163536 10.9118390 11.8493199 5.8229621 10.3615006 6.0465085 9.5849569 10.7811865 11.1100899 9.1986970 9.8283625 11.4368869 2.9864655 8.6192831 2.2945766 -1.4058337 10.1663702 7.6220496 8.9013445 8.3901831 9.9783879 12.9469458 9.4497910 2.0535632 10.7384834 13.3224895 10.4466733 -0.4058337 2.5941424 -1.4058337 NA 7.7104876 14.9118390 10.2033224 8.5439706 11.6519663 -0.4058337 9.4645084 9.1149786 9.8708497 9.5204397 7.9138157 11.4437443 10.1894012 10.2370980 10.2725502 3.0535806 10.2837050 9.3877470 5.9035758 7.9427391 10.5566783 -8.9906e-03 4.1632e-03 1.3772e-02 -1.4057e-02 9.1114e-01 5.5459e-04 -6.0904e-03 8.4830e-01 -4.7124e-02 6.2794e-02 6.2794e-02 6.2794e-02 6.2794e-02 -8.9906e-03 -8.9906e-03 -8.9906e-03 4.1632e-03 1.8838e-04 1.8838e-04 1.3772e-02 1.3772e-02 3.3299e-03 -1.5840e-02 5.9634e-05 3.3299e-03 -3.6011e-03 -3.6011e-03 -3.6011e-03 -6.0904e-03 -3.1859e-03 -3.1859e-03 2.4969e-03 2.4969e-03 -1.0765e-02 -2.0138e-02 1.5255e-03 -4.7124e-02 6.2794e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.848 0.848 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.898 0.898 0.000 0.000 0.000 0.000 0.000 0.000 11.8007003 13.1272909 10.3507001 12.8732465 10.0370873 NA 2.8420737 9.8574130 10.0100756 NA 8.4317717 8.4783142 9.2656849 12.8206312 5.4143216 7.0899991 7.1371756 8.7052795 5.8515317 8.7640688 11.3577711 9.9794669 -0.4058337 9.2042459 9.8685219 10.2019364 7.3787786 14.0681982 10.4376723 9.6682853 11.8876039 4.3220651 6.9160717 8.4238664 11.3101058 10.1597219 9.600470 10.531885 9.046385 NA 9.127473 9.645353 9.234389 11.515055 2.842074 10.729532 8.886465 6.093989 3.723428 9.526359 7.559928 13.200896 10.114271 9.952245 14.400920 12.520254 7.401499 7.813312 9.822962 7.020409 10.578918 9.957183 3.723428 7.877232 14.400139 8.742620 8.770317 2.179097 1.179129 9.441984 8.796267 13.491186 10.076952 14.212787 9.558485 9.591323 6.385372 12.262253 9.048443 12.432166 11.823595 13.317165 11.909718 10.645353 1.916056 10.348196 10.466049 10.085496 9.036050 8.736251 8.041227 9.981623 12.680114 8.538124 11.516167 6.433347 6.697432 8.904757 13.299937 10.565328 12.722460 9.524142 1.594166 -1.405834 9.688881 12.231901 11.738464 8.075943 11.300856 11.6774568 12.9699977 10.8447382 10.8737543 5.1177075 12.0347534 8.5584846 4.3490326 9.9982209 11.4821202 3.9864655 10.2898070 12.2060434 8.1582931 11.5165423 10.8835863 3.2945766 14.9762442 4.4743387 6.4079254 7.7035569 7.2841421 9.3812302 9.9918184 9.4942558 8.7062052 5.9864610 8.7195572 10.4505693 9.8133122 10.6060698 9.4675878 11.0872487 12.4521247 2.5010314 10.3990815 3.1791129 13.2544756 9.2180253 6.9115562 9.8373178 9.2059616 12.3598442 0.5941663 9.2585910 1.9160562 10.5359250 10.8746245 10.4817452 12.3898790 10.6944776 9.1986970 10.9194492 10.4571685 10.9578980 10.1049080 9.9789275 10.6746282 0.1791288 1.7640489 NA 8.8491724 11.2711895 9.8696864 -1.4058337 9.4645084 8.1847306 11.1840289 TCGA-SX-A71U 57 0 NA 1005 kidney stage i t1a nx m0 19-3-2015 male 2011 NA yes 100 kidney papillary renal cell carcinoma yes 15 1996 white not hispanic or latino 344.34.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.67139210 9.60154109 9.52416615 2.72078190 13.34641877 7.14673565 13.24283351 1.02034218 2.52621908 7.10248912 5.74825995 7.74485401 10.54732865 7.85006304 11.60318809 11.72078015 10.39700853 8.45079308 6.02033996 10.54635055 8.04548010 6.43945858 12.59479207 3.97453849 6.12886457 -0.97965782 5.08643137 10.58829657 10.10448449 8.71730799 5.19026718 8.82285695 9.33095317 10.12034572 9.81475628 10.01044446 8.11309776 5.30574440 8.47566778 9.89147569 6.80170060 9.96797739 7.13408229 10.79882834 9.32526205 3.47977380 9.89762465 8.21016479 9.96651569 10.23526669 7.98323647 7.75504980 11.07256883 8.98034240 7.99188403 4.51219528 5.98612419 9.59114493 7.82124017 5.67855085 7.11837219 10.74186687 3.26826969 10.60248240 8.61839284 8.93322975 9.38657516 10.35405484 10.25096134 8.99188403 15.96262585 8.56337209 10.95181667 5.37789418 10.85481152 8.28478293 3.10780502 3.79644201 9.18775859 10.30111123 9.10248938 9.67855190 9.59776933 9.10912859 9.26589325 6.24915897 13.19721482 11.40053094 NA 11.43845661 9.43364052 7.82769520 NA 8.37348726 12.49277745 8.60530283 9.43924725 7.81800179 8.94366791 10.78230715 8.13668460 7.98554768 4.80170189 8.97599037 0.02034218 NA 10.48181991 2.34227027 7.61653047 9.88065155 10.32981685 8.47977218 10.07562288 9.35573077 11.68252370 9.28126009 10.03016900 13.32112198 2.34227027 11.20898490 10.96212169 10.90565551 9.85560139 10.37954093 0.02034218 1.82769710 2.19026718 3.10780502 6.00902463 13.61839295 11.04132041 11.93808546 9.89992377 10.61092748 3.41265960 8.82769551 7.92422224 10.92007501 10.67094343 11.30896723 7.51619563 8.98756673 10.48692681 6.63505057 3.41265960 5.14962520 1.02034218 10.28302259 13.87652279 9.77606252 11.50365240 9.40404477 6.61279774 9.85560139 7.41694527 10.52312751 8.85481136 8.26589301 4.22979555 9.61054394 10.75758777 8.02876914 11.67631832 11.70618426 11.66419664 9.16372363 9.36604502 7.24332824 12.73833810 9.05376355 9.77939631 8.62396670 7.24915897 -0.97965782 6.62025356 10.21386584 NA 8.68145946 10.69232371 8.42121993 10.40350474 9.47772124 10.22430019 11.79841757 10.33831822 9.46027527 3.54390414 8.34001252 9.89532186 -0.97965782 10.21694261 7.12886457 6.15989151 12.27182287 10.81678568 9.33435710 11.01044439 10.16563576 9.05376355 10.77617943 9.26708114 10.57348975 8.18021202 2.60530468 10.07154938 4.06473630 4.62708149 8.59587956 1.02034218 10.54046799 0.60530468 8.82285695 5.72852735 4.90298523 NA -0.97965782 11.55440011 10.90603682 10.46638985 11.87442963 8.51018856 9.16582679 7.14337505 7.62767103 10.73587355 10.46948910 8.92422224 9.76517436 11.58448993 6.53604046 9.94292482 -0.97965782 0.02034218 9.66419659 7.78189145 9.78355275 8.94959884 9.79100428 10.82689005 10.05031776 3.10780502 10.44293085 13.15677090 10.20335547 0.02034218 2.92723278 -0.97965782 3.47977380 6.78852520 14.10647667 10.44503161 7.47155167 11.12984466 1.02034218 8.73630248 9.40109369 10.12559428 9.47155146 7.68567670 11.30082127 9.99044637 10.45183803 9.77355712 4.26826969 9.87130864 9.55172191 5.39919844 7.41046662 11.35851967 -0.01039500 0.01416500 0.00677940 -0.00348750 0.73053000 0.72566000 -0.01370200 0.68381000 -0.04890800 0.12576000 0.12576000 0.12576000 0.12576000 -0.01039500 -0.01039500 -0.01039500 0.01416500 -0.00343370 -0.00343370 -0.00343370 -0.00343370 0.01528200 -0.00348750 0.00039107 0.00039107 0.71600000 -0.01315100 -0.01315100 -0.01370200 -0.01541500 -0.01301400 0.00191690 0.00191690 -0.00680610 0.68921000 0.00000000 -0.04890800 0.12576000 0.000 0.000 0.000 0.000 0.714 0.714 0.000 0.000 0.000 0.689 0.689 0.684 0.684 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.731 0.731 0.716 0.716 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.714 0.714 0.000 0.000 0.000 0.689 0.689 0.684 0.684 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.731 0.731 0.716 0.716 0.000 0.000 0.126 0.126 10.75885496 12.00867011 11.08676606 13.02929423 9.18399012 1.60530468 5.66419552 9.76517436 10.37470001 0.02034218 8.04548010 7.74485401 9.08103651 14.44847158 6.47977218 7.20521557 6.80824345 7.55949946 6.80170060 8.28243517 9.76517436 10.26708102 2.19026718 9.28478316 10.12367421 9.77689669 4.82769710 13.39320551 9.95844977 6.26826782 12.05151264 6.67139246 7.78852455 8.83091223 8.43185150 9.99833586 9.52515940 10.01893094 9.25156170 0.02034218 9.58924665 8.70157886 8.74143968 10.98756673 4.87832317 10.17325901 9.51018836 8.21016479 4.06473630 9.10647657 6.67855225 13.44522843 11.87423476 9.68478771 13.89546583 12.30776426 6.94515351 7.32412113 10.29413606 8.37127962 10.23465962 10.92744895 3.47977380 5.14962520 13.33704624 4.63505202 9.70157886 -0.97965782 NA 10.24675259 8.27300575 12.64170554 10.06746434 13.32112198 9.31496112 8.85796825 7.35925496 11.46043096 9.98540323 14.03265945 11.30896723 11.72683645 12.21832499 10.30458622 1.82769710 11.36158125 10.34901534 10.90068925 8.69276578 8.02876914 7.89992362 9.87909859 12.52180446 8.82769551 11.75716304 6.21016479 7.83732391 8.34226850 13.01297613 11.50188763 12.70135919 8.76180750 5.02034218 NA 7.65696537 12.64570684 11.10441136 7.10780293 10.64924162 11.49125345 12.30963892 10.39700853 10.54635055 5.92723040 10.75377951 9.46120971 4.57493103 9.46638995 10.23422227 6.80170060 8.09982539 12.01040894 9.86818084 11.09012585 9.87442967 1.60530468 14.54980150 7.50117080 7.26826782 7.92548679 7.41694527 8.38009001 9.66779883 9.33095317 8.81534102 6.23950879 10.52863041 10.15155431 8.36019043 10.62443030 10.39320552 10.79471575 11.35740481 3.26826969 10.44555632 2.02034218 12.49498942 8.53011562 7.38666267 9.40404477 9.75013968 12.41948483 2.92723278 9.27654924 2.19026718 10.21386584 10.69497410 10.02736765 12.27182287 10.94032101 8.54390259 10.57348975 10.73243753 10.43521061 8.81800211 9.87052732 10.01469394 1.34227027 0.02034218 NA 8.90756099 11.35746332 9.14446171 0.60530468 8.73630248 9.19651361 10.84450366 TCGA-SX-A71V 80 0 NA 876 kidney stage i t1 nx m0 19-3-2015 male 2011 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 344.34.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1844107 10.4925762 7.6050505 0.4418022 13.0762535 9.1997327 14.0519611 0.8568662 1.5236121 6.7516753 5.2318970 6.2491760 10.2378602 8.1922484 12.3655194 12.3734199 10.0473001 8.8819977 5.9121397 11.4754730 8.3121855 5.5330961 11.3666331 NA 6.0167303 NA 4.0663131 10.5244131 10.3173139 7.9783913 5.3804212 8.8497963 8.8680854 9.8638853 10.9660357 9.8729699 8.9809792 5.3487105 8.3507134 9.8030333 4.5572998 11.7005829 8.0242765 10.3700921 9.4104874 3.6117508 10.4076048 8.3745274 9.9336737 10.7379720 7.5915680 7.6865811 11.2772525 8.9067066 8.5624905 4.0663131 3.9443244 9.4408810 9.3557072 6.4342863 7.9835626 10.6135311 3.9861378 10.3606838 4.8110548 7.8902813 9.5283902 10.3467060 10.9393398 7.1787863 15.5147347 8.7364412 10.7375895 4.4715647 10.0230212 7.7425547 0.4418022 4.5738471 9.6976361 10.2362364 8.7934960 9.2111074 9.0736039 9.6818168 9.6184094 5.8902813 13.6489366 11.3196159 NA 11.4493151 9.7803193 6.8624824 -1.1430541 7.5433582 12.9456463 8.2470270 9.8168600 7.8652866 9.1787861 10.7352922 8.0736039 9.0241130 -1.1430541 9.5659419 -0.1432135 -1.1430541 10.3013553 2.1787784 7.7577247 10.4076048 10.2778709 8.2556018 10.3591926 9.5477290 11.7096431 9.2340685 10.2789228 13.1925973 2.4418287 10.8537552 10.5995885 10.7237506 10.1793496 10.7202700 -1.1430541 0.8568662 2.4418287 2.0268001 3.1787784 13.5515968 12.3899444 10.5594636 9.8617808 11.2518566 4.6382187 8.4660369 5.0663131 11.0711771 12.0983944 12.1114468 7.1787863 9.4085662 10.8327060 2.7637515 3.4418154 7.2704860 0.8568662 9.2362364 13.1317457 10.2789228 10.5459825 9.3882395 6.7516753 9.6406748 8.0638723 10.2764180 8.9679937 8.5830764 5.6117449 9.7703608 11.6642129 8.0091428 11.8575623 11.3023903 11.3114144 9.0404933 9.2757649 9.5484707 12.8376224 9.2144100 9.3193603 8.7318393 10.1101146 -1.1430541 7.8398519 10.1236446 -0.1359030 9.4682149 11.2443369 8.2405624 10.9340076 8.9653826 10.2657185 11.8956056 10.2011539 9.5732145 4.1047895 7.7395012 9.9039820 NA 10.6520860 7.3843348 6.1877757 12.1236446 11.3791944 9.0217651 10.5847785 9.7410285 8.7440787 10.8684313 9.4076049 11.0958598 8.7440787 4.4418221 9.6242150 3.7637515 4.0663131 8.3725578 3.2491722 10.8998853 3.2491722 8.0760267 7.2676912 5.8226435 NA 3.3804247 11.7691860 10.8487341 10.6480209 11.5637857 9.1071564 8.6196386 6.5921102 7.1142462 10.8387820 10.3750194 9.1832875 9.6730417 11.0192494 9.0820655 9.9236200 -1.1430541 -1.1430541 10.1053786 8.0832703 9.2566701 8.4267138 9.6382178 10.0856768 11.6058894 1.4418022 8.4455728 12.7733907 10.4013396 0.4418022 2.4418287 0.8568662 2.0268001 6.2831236 13.6524919 9.5779573 7.5466468 11.0745129 NA 9.5949503 9.2169151 10.0059700 9.5520863 7.2448756 11.2917469 10.2253645 10.5732489 10.0404004 2.1787784 8.9951297 9.4181461 5.5609014 7.0599122 11.0373889 -0.0045695 0.6077400 0.6335800 -0.0067814 0.6581100 0.0000000 -0.0026322 0.6227900 -0.0423810 0.1658000 0.1658000 0.1778400 0.1778400 -0.0045695 -0.0045695 -0.0045695 0.6077400 0.6375400 0.6375400 0.6434100 0.6434100 -0.0167040 -0.0023553 -0.0077482 -0.0077482 0.0000000 0.0065262 -0.6977600 -0.0026322 -0.0040122 -0.0040122 0.0025081 0.0025081 -0.0023553 0.5773700 0.0020805 -0.0423810 0.1658000 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.577 0.577 0.623 0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.608 0.608 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.178 0.178 0.000 0.000 0.000 0.000 0.638 0.638 0.000 0.000 0.000 0.577 0.577 0.623 0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.635 0.635 0.000 0.000 0.608 0.608 0.643 0.643 0.000 0.000 0.000 0.000 0.000 0.000 0.658 0.658 0.000 0.000 0.000 0.000 0.178 0.178 10.434287 11.982917 11.435702 13.372866 8.979686 1.178810 4.529284 9.473407 10.264503 -1.143054 7.778699 5.689749 8.929661 15.222053 6.006605 7.825525 7.001516 7.419101 6.426714 7.657758 11.350463 9.933006 2.557288 9.879919 10.532515 10.305491 3.811050 9.683406 9.978392 5.584779 11.916873 6.187776 7.205586 8.756215 9.164059 9.777955 9.1083404 9.8248048 9.5416066 0.8568662 9.4743255 8.6770371 10.1827257 10.7391190 4.6117449 10.2972082 10.3003196 8.2055861 3.5007128 9.2384009 6.7637488 13.8469620 11.0519226 9.3745274 13.7055299 12.4670755 5.7875944 8.6316453 10.0380103 9.8240843 10.3527131 10.4274965 3.0267824 5.5007128 13.1237910 5.4267143 9.8659868 0.8568662 NA 10.7614926 7.0466831 12.4928028 9.5177454 13.1925973 9.0868785 8.5345776 6.4342112 8.9835626 10.7675008 12.2816804 12.1114468 11.5520863 12.3836018 10.0669205 -0.1432135 11.0299105 9.0928723 11.2168821 8.7287634 8.0091428 8.1651969 9.7156161 12.7217213 9.0952628 11.4164694 5.5007128 6.9706006 8.5745345 12.5469073 11.8731440 12.8091443 9.2459515 4.3487140 -0.1432135 9.3467061 12.5968496 11.0100870 6.8624824 10.5611940 11.5915676 12.0638724 10.0473001 11.4754730 5.0466831 10.7391190 8.0589821 5.1606379 9.4934826 11.3248762 4.5572998 7.8312724 12.5733282 9.7824125 10.9608015 9.4916691 1.4418022 14.3256412 7.2009319 7.8139601 7.4058724 7.6929084 8.5433586 9.7241368 10.5999253 8.7054810 8.4323974 10.6726416 9.8088712 8.3446980 10.7183327 10.1318185 11.5913560 11.0361452 1.4418022 10.6654200 2.3162906 12.2985016 8.7256805 7.0711770 9.3882395 9.4246335 12.6101793 1.6642097 10.2373191 1.8568662 10.1236446 11.2421192 10.3060066 12.1236446 11.5756050 8.4623374 11.0958598 10.3229345 10.0527408 9.0687463 9.6666261 10.1905725 2.1787784 1.6642097 NA 8.2384009 11.8485340 8.9242923 0.8568662 9.5949503 8.3224244 11.1686064 TCGA-SX-A71W 66 0 NA 818 kidney stage i t1b nx m0 19-3-2015 male 2012 NA yes 100 kidney papillary renal cell carcinoma yes 14 1961 white not hispanic or latino 364.32.0 NA NA NA 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.2071361 9.6295071 6.6709154 NA 12.3781810 9.0695319 13.5621652 1.0464212 1.7093789 3.4156640 6.3562794 7.4272458 10.3925687 8.2296461 11.5626168 12.5197919 10.1692523 8.2296461 5.6512871 10.5133505 7.2943515 5.7500973 11.8774888 2.8537761 5.9208935 -1.5386810 4.6709140 10.5191152 10.3318266 8.8201129 4.5275521 8.9722259 9.2768451 9.5699862 8.9553172 10.0529842 9.5288961 5.0613744 7.7141273 9.7485971 5.2688161 8.7629580 5.0613744 10.6373232 9.9427567 1.9209030 9.3728537 7.5804025 9.9346602 10.4526293 7.5167440 8.0595143 11.0035022 8.7854512 7.9432615 5.2029270 2.1618877 9.5693327 9.0256113 4.7652430 5.9126738 10.2681726 3.3194445 10.9874719 5.2029270 9.1910827 9.3567948 10.4698905 9.8745608 11.1451144 16.0879266 8.6276251 10.5505813 4.3922006 10.0825979 8.2927689 5.3194445 4.4492378 9.0217948 9.3364432 8.9840433 9.6556030 9.1944772 8.9239642 8.3256482 6.0464234 13.6395042 11.5376094 NA 11.9485482 9.2513458 9.2271622 -0.5384714 6.9652879 12.5542190 8.5621241 9.5581769 7.2493647 9.5965297 10.6485045 8.8277841 8.6188340 3.5058528 7.7093892 NA NA 10.1178867 3.4156640 8.5542189 10.0098022 10.4900586 8.3773411 10.1510231 9.0073915 11.5751682 9.3318266 10.2337764 14.2132151 2.0464212 10.6886897 10.8663373 10.8513620 9.9346602 10.2840326 -1.5386810 -1.5386810 0.7834147 2.4614500 6.3006655 13.7735294 9.3310558 12.5545492 10.2465056 10.8277840 3.3683493 8.1876802 4.6709140 11.1349917 11.7676660 11.7941823 6.4614614 7.3318261 10.6724375 5.7652430 7.0539194 4.9533165 1.7833728 9.2975122 12.7710803 10.0308428 12.1827747 9.0217948 6.1338882 9.5868752 7.6112093 10.6581009 9.2444599 9.2752429 5.1196716 9.8593877 10.2792449 7.8516310 11.9936960 11.6497416 11.4676126 9.2146785 9.5097988 7.6623358 12.9039518 9.0275160 9.7188496 8.9712369 8.4838295 NA 7.4416013 10.5816997 1.8077259 9.4540887 10.8932206 8.5581769 10.4639252 9.8337827 10.5432781 11.8465153 10.2255040 9.9267732 4.1619038 8.6022917 9.9553173 1.6313837 10.3593072 8.3683524 6.0908174 12.4020507 10.8732376 9.5888113 10.2489564 9.6320130 9.3608188 11.0032700 9.3995712 10.7270769 8.6794196 2.2688236 10.3240992 5.4272475 4.3922006 5.3922006 3.5907457 10.5739013 1.4614762 7.8345444 5.8575531 3.5058528 NA -0.5384714 11.8136432 10.7480196 10.7129443 11.9558174 7.0160505 8.0761716 6.4833853 8.4214636 11.1225718 10.3509658 8.9219177 9.8527054 11.5367738 9.8430048 9.6029304 -1.5386810 NA 10.0534516 7.8835267 9.3936766 8.4358765 9.9214057 11.9040166 11.1754927 2.9850267 11.2509955 13.2633722 10.2748423 -1.5386810 2.7833938 -1.5386810 2.7093789 6.3441041 14.5525873 10.1731288 6.8013113 11.0685609 -1.5386810 9.0112465 9.2450659 10.1227946 9.7028492 7.2526248 11.4626941 9.6313868 10.5836427 9.8180513 4.4156573 9.7675235 9.4775737 5.0777899 7.2905184 11.5204682 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.988939 12.137639 10.952313 13.393907 9.133003 NA 2.853776 9.566061 10.248650 -1.538681 8.038890 6.478270 9.280044 13.275443 6.126797 7.239539 6.714127 7.475482 6.294352 7.988939 13.198973 10.009802 2.161888 9.518100 10.544030 9.848402 5.031316 13.912544 9.903887 9.718850 12.109927 6.313211 7.556859 8.652521 9.445880 9.843005 9.10170680 10.05718556 9.44160133 0.04642121 9.94678802 8.21467854 9.12056578 10.67243754 3.78339379 10.30851913 9.31321093 6.99673672 3.78339379 9.16623013 4.56998924 13.24066819 11.51436946 9.55553953 13.72649078 12.17762001 5.87931368 8.50994875 10.21342420 6.81018986 10.51504841 10.71057529 3.36834931 5.49488598 13.54294528 4.98502219 7.94729094 2.70937887 NA 9.75205678 7.01605053 12.34018334 9.52553099 14.21321509 9.22218172 8.39957103 5.97447884 10.74194261 8.74801972 12.46770025 11.79418234 11.34314940 12.18266784 10.36609650 3.36834931 10.82121138 10.97494274 10.51640525 8.86020551 7.85163100 7.83214949 9.95631749 12.87891882 8.07984741 11.38923977 6.42724579 6.96528791 8.50994875 13.26511167 11.53091158 12.23943626 7.35324565 0.46142378 -1.53868100 8.52485706 12.52004554 11.11487569 7.73991154 10.84597578 11.6901302 12.4161126 10.1692523 10.5133505 4.9371937 11.3008625 9.3045977 5.4387420 9.2975122 10.6795013 5.2688161 8.5868754 12.2150839 9.0044935 11.2784455 9.7182602 3.1619038 14.9492705 8.5652087 6.6413712 8.0498393 6.6757807 8.5208064 9.7623864 9.1187802 8.7044453 4.8190141 10.9185861 9.4558152 7.9889391 10.8740317 10.3743512 11.0731783 11.1066699 3.1053261 9.8190138 4.1338841 12.4095361 8.5167444 8.2591232 9.0217948 9.2613181 12.1815992 2.5489298 8.5462702 2.5489298 10.5816997 11.0157509 10.7497512 12.4020507 11.2848291 8.9732146 10.7270769 10.5079038 10.6808240 8.7709380 10.1834154 10.1187803 0.4614238 -1.5386810 NA 8.2784453 10.7711684 9.2672057 0.4614238 9.0112465 8.8321492 11.5739013 TCGA-SX-A7SL 74 0 NA 823 kidney stage i t1a nx m0 19-3-2015 male 2012 NA yes 100 kidney papillary renal cell carcinoma yes 45 1967 NA NA 364.32.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.2581339 8.9922399 4.1068843 2.9369488 13.8984673 11.1305771 13.1739681 1.6739182 0.8527979 2.8114299 4.5219176 7.1001882 10.2952423 8.2407379 11.6474768 13.3112723 9.6580565 8.4941019 4.7443118 10.7089969 5.3061893 6.4931830 9.3392588 -0.6479195 6.0102069 NA 1.3519675 10.2819928 10.2331088 8.8597894 3.6739182 8.5143862 9.4328122 9.8327850 6.6648782 8.7443122 7.5418191 4.8438482 10.6682763 9.1447852 4.6373958 6.6373972 -0.6479195 11.0345506 10.0934618 NA 7.9958508 8.1234841 9.8804489 9.7248598 7.6373972 3.6739182 10.6699726 8.6219628 8.5244222 0.9369677 3.2588807 9.5808135 8.7117444 3.9369582 3.6739182 10.3221008 -0.6479195 11.0976691 7.5663136 2.3519957 8.9331388 4.2099758 8.7335377 6.1848853 16.3568297 8.5541187 11.3788640 4.1593466 10.3083710 7.5017417 1.6739182 4.6314652 8.8969593 9.3076448 8.8578062 9.8448495 9.3105476 8.7528743 8.0102064 5.5418184 14.2175831 10.5343892 -0.6479195 11.7413573 8.7965955 10.2886328 NA 7.5856146 11.8315225 9.4735284 7.4761159 7.7095471 9.6974001 10.6454665 7.8236698 7.6411840 -0.6479195 8.2498402 0.3519675 NA 9.7084468 1.6739182 7.7907864 10.4099866 9.9556211 7.2346383 9.7270343 9.1218326 10.9549859 9.4774084 10.3069182 12.8073220 -0.6479195 10.3240699 10.1168664 10.2543699 10.5281680 10.0384953 NA 1.6739182 2.8114299 1.3519675 5.9218505 13.3572685 12.3933117 7.5516675 10.9242214 11.5036456 3.0524333 7.8438482 7.0730940 10.2498403 9.9180488 10.9393036 5.2099758 4.2099758 11.0546005 0.3519675 4.8438482 9.1382644 -0.6479195 9.0900870 12.9627890 10.8448495 11.9639418 8.7550067 7.5269202 10.0506995 8.0662405 10.7620115 8.4045630 8.9994533 5.3743614 8.7837222 10.3750561 7.2768074 12.0095366 10.6448916 11.1967006 8.7635059 9.9983195 5.8594727 13.5080779 8.1366298 9.6011083 8.5294145 9.2376911 NA 7.2407379 10.2076420 NA 9.2826138 10.7346189 8.5638830 9.9075427 9.2768074 9.9822619 11.7464575 9.6011083 9.4461518 3.2588807 9.1052116 9.6316054 1.3519675 10.3562152 7.2037434 5.2588845 12.3565664 11.7523406 9.5269205 10.3991187 9.9397724 9.0102064 11.2264153 9.1641721 10.2723476 7.6512031 5.2827326 10.2945093 2.1593386 2.8114299 6.8277289 0.3519675 10.3364133 -0.6479195 7.1201788 5.2387907 3.3519957 NA NA 11.6365298 10.8735953 10.7313732 12.5217633 7.6512031 8.1300722 6.3341892 5.5808148 11.1701775 10.0358666 8.7485998 9.5999223 9.0610787 9.2738357 9.1990522 NA NA 9.6397072 9.0662405 9.5294144 7.7656229 10.0341116 10.0619402 9.5017419 5.5017417 11.4387945 11.8223995 9.7740596 -0.6479195 4.7782612 NA NA 5.8277276 14.1927727 10.5498259 6.5808133 10.7897469 1.9369677 8.3463484 8.2914857 10.7378573 9.1943452 6.4500268 11.3656665 9.3047360 10.4052419 9.6093827 1.3519675 10.3456409 10.1234842 5.1593507 7.5860937 11.2456756 -0.01477800 0.02946600 0.04719400 -0.07921000 0.02834100 0.00027728 -0.01656700 0.76504000 -0.08539000 -0.03762600 -0.03762600 -0.03762600 -0.03762600 -0.01477800 -0.01477800 -0.01477800 0.02946600 0.01014600 0.01014600 0.01014600 0.01014600 0.05793900 0.00652620 -0.90487000 -0.90487000 0.00027728 -0.03258700 -0.03258700 -0.02178400 -0.00871460 -0.00871460 0.02658000 0.02658000 -0.01409000 0.71547000 0.01377200 -0.08539000 -0.03762600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.669 0.669 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.708 0.000 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.905 -0.905 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.669 0.669 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.708 0.708 0.000 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.905 -0.905 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0926188 11.9049040 11.0799153 12.5866626 9.3192212 NA 2.8114299 9.9472524 10.3111709 NA 8.3148909 5.1068843 8.8297532 11.6739229 3.9958553 3.9958553 6.5516667 7.7183171 4.3061893 7.8196005 11.4832087 10.2060840 -0.6479195 9.9931435 10.5598450 9.5143862 0.3519675 12.2808833 9.2115296 7.1848853 12.4153832 4.4394569 6.7443118 8.3548100 8.8337943 9.5868122 9.0102064 9.7040383 10.0093133 1.6739182 10.7469933 8.4761159 9.4513426 10.4526572 4.3061893 9.8498467 9.6851502 7.8114267 3.3519957 8.9123277 6.5903999 13.0683856 11.9590939 9.2315781 13.6669320 12.4851370 6.8032064 6.2468128 9.9940465 3.6739182 10.4099866 10.2323436 4.3963856 3.4394636 13.7875349 5.6557754 9.8155192 -0.6479195 NA 9.7226822 7.6466156 12.2586975 9.8418428 12.8073220 9.0576271 8.0593542 8.0274228 9.4786993 7.7866232 13.2193701 10.9393036 10.9579372 12.2719754 10.1201792 1.9369677 11.7861017 8.8378241 10.7139386 9.0244203 7.2768074 7.8073221 9.6626077 12.6298634 5.9667050 11.0502611 5.5418184 7.6140899 8.4761159 13.4235955 11.2080312 12.2895525 8.7226822 0.9369677 1.9369677 9.9275341 12.7617835 10.8229689 7.0867042 10.5577881 12.1160370 11.7218648 9.6580565 10.7089969 2.9369488 10.9990034 9.0748024 3.5219176 8.9958511 12.0534681 4.6373958 8.2856856 11.4126739 9.2528617 10.6631755 9.4683387 -0.6479195 13.3475853 8.9120028 6.2588863 6.9719217 5.6918440 8.3881684 9.3881684 9.2765253 8.4500268 0.3519675 9.4979271 9.6350832 7.4709362 11.2794025 10.3778265 10.9246950 10.1927728 2.9369488 9.2588854 5.8277276 12.2813161 8.0208800 5.8755565 8.7550067 9.4262702 12.1185237 NA 9.2407382 0.3519675 10.2076420 10.7281202 10.8078357 12.3565664 11.1805280 8.9868060 10.2723476 11.2254389 10.3555128 8.2437786 10.4683387 10.4819218 NA 5.9813504 NA 7.1001882 11.2093461 8.5017421 NA 8.3463484 7.9256423 12.2784761 TCGA-SX-A7SM 60 1 363 NA kidney stage iv t3a n1 m1 19-3-2015 male 2012 NA yes 100 kidney papillary renal cell carcinoma yes 40 1973 black or african american not hispanic or latino 364.32.0 NA NA 2 3 4 2 2 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7670784 9.1886418 5.9295093 1.1745982 11.8114726 7.8003305 13.9326884 NA NA 9.8957205 6.1633055 7.6744670 10.5518320 6.9948003 11.9112347 10.9592563 9.8767941 8.0106719 3.7595820 10.9928041 7.5583258 6.5055385 12.0994339 -0.8254657 4.6981851 0.1746621 -0.8254657 10.6123735 10.1302713 8.1229884 3.2620873 9.0542046 9.4703902 10.4106356 9.1331741 9.6644693 7.4272869 6.2935618 6.1171361 9.2271894 6.1171361 8.9295090 4.7893328 11.1083120 9.6804330 1.7595820 9.9535199 8.7670784 10.0534387 10.3962085 6.8957207 7.3693784 11.2219873 9.0572645 8.2909653 5.7595846 5.1288172 9.4761176 7.9916052 4.2190136 6.7745341 10.4225489 3.2620873 11.1647254 9.0263705 2.3445445 9.7473026 12.2425599 11.2857571 8.4623338 16.1025266 7.6299489 10.3943950 4.0815101 10.2521048 7.3545306 7.0388071 3.4488877 10.1851495 10.3096188 8.8256731 9.9987846 8.7020986 9.1983758 8.7874899 7.2025274 13.5446276 10.9916050 -0.8254657 11.6843964 9.7321617 7.3395285 NA 5.1746221 10.8103395 9.5166960 9.6412077 8.8346174 8.1661430 10.8461625 8.3141726 11.4284069 0.1746621 9.0785034 -0.8254657 NA 9.6227377 3.9295070 8.1689749 10.4812527 10.3594968 8.3644459 9.5966862 7.0138251 11.9740001 9.2039086 10.6128935 13.2067532 2.1746301 10.8334086 10.0051366 10.3798037 10.3925791 10.4219556 0.1746621 2.9819805 3.1746141 0.7595820 6.5409432 14.6088261 11.5575156 13.1052663 10.4663677 11.2444068 2.7595820 7.1404055 5.4034416 10.5966861 10.3563949 11.9622914 6.6175644 8.8202798 11.0063245 3.4965518 2.1746301 6.3344932 -0.8254657 10.3250034 14.0287593 10.1533319 10.8519006 7.6744670 3.6981851 9.6544017 8.7292101 10.2751129 11.6042897 8.8039780 5.2407112 8.8863401 10.2474239 8.0815122 11.0796322 12.3387427 12.4761176 9.9219752 8.9674116 2.4570689 12.9534172 9.0294899 9.7893312 8.9867986 6.0449864 -0.8254657 7.4875040 10.4189852 2.3445445 10.2730351 11.3843794 8.4965494 10.4425785 9.5277683 10.2955072 11.7673120 10.8184776 9.4726496 2.8750526 8.2460836 10.1083121 1.4965646 10.8715889 6.6258330 5.5669399 12.6995304 11.4088401 10.4183905 10.4010336 10.4501640 9.3532862 11.0066886 9.2752837 10.4431634 8.0964622 2.6340588 10.2922645 6.1171361 1.1745982 6.8957207 4.3445445 10.4542319 2.8750526 7.0875106 6.5193611 3.6981851 NA -0.8254657 11.8148663 9.8698497 10.7847235 11.7633360 9.6330281 7.9690371 5.4143622 9.4425784 11.1320863 10.5637149 9.5966862 9.7311274 10.6019343 4.3840774 9.7577042 -0.8254657 -0.8254657 9.9394930 6.8611217 9.6784471 9.1273627 9.9469359 12.7856462 10.9261654 NA 6.8112462 13.1503798 9.9674117 1.4965646 3.3445445 -0.8254657 3.0815101 5.9295093 12.4715376 10.6432454 6.2726540 11.7440024 NA 9.1576150 9.6628732 10.5998373 8.4920338 7.2567701 11.7722085 9.5690841 10.5706910 9.3804147 3.2620873 8.4460846 9.7642725 3.5419980 6.8039774 11.3300721 -0.00207840 -0.00332430 -0.01078400 0.00000000 0.16745000 0.06308000 0.00079434 0.03806500 0.01363200 0.00319100 0.00319100 0.00319100 0.00319100 0.02918400 -0.00097017 -0.00207840 -0.00332430 -0.00940460 -0.00940460 -0.01078400 -0.01078400 -0.00678130 0.00000000 -0.00919600 -0.00138580 0.06308000 -0.03173300 -0.02753500 0.00722170 -0.01085800 -0.01085800 0.00235810 0.00235810 0.00430210 0.03185900 -0.72066000 0.01363200 0.00319100 0.000 0.000 0.000 0.000 0.641 0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.641 0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.721 -0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.716 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.167 0.167 0.000 0.000 0.000 0.000 0.000 0.000 9.558326 12.143648 10.742102 14.469206 9.040355 3.262087 3.496552 9.862872 10.136100 0.759582 6.962524 6.789331 9.083014 13.977239 5.902542 7.936173 7.032602 6.505538 5.942805 7.709896 11.245413 10.693766 3.422543 9.371838 10.355364 9.550747 7.482960 6.942805 9.911869 6.020111 12.422099 5.803979 7.609250 8.117136 7.929509 9.992404 10.127363 9.975521 9.151901 NA 10.340157 9.216280 9.753937 9.955161 3.634047 9.976330 9.891441 6.962524 3.634047 9.609250 4.384077 13.193256 11.459156 9.010672 13.508126 12.953212 6.364051 8.529972 10.055735 7.969037 10.051906 10.266718 2.759582 5.847047 13.725729 3.875062 10.730169 2.634059 NA 10.168267 8.420174 13.285839 9.706003 13.206753 9.338271 7.847047 4.854100 7.202527 12.107574 14.489240 11.962291 11.377357 13.221660 10.125906 0.759582 11.319917 9.436716 10.689828 7.638146 8.081512 7.584012 10.140406 12.147960 8.001170 11.170389 6.117136 6.566938 7.013825 13.827608 11.168975 12.459012 7.621870 4.532174 0.759582 8.621705 12.855530 10.944748 6.994800 10.312893 10.894010 12.297935 9.876794 10.992804 5.007509 9.369378 10.671475 3.344544 9.057265 12.373585 6.117136 6.729210 12.049772 9.990805 10.930344 10.202527 2.759582 14.544048 7.640228 6.796673 9.255719 6.825674 8.352041 10.059555 9.423735 9.109890 4.789333 10.987200 8.914402 8.494294 11.288364 10.568548 10.461757 11.317686 1.759582 9.998785 5.081510 12.453824 8.309048 6.303905 7.674467 9.526124 13.030463 2.875053 9.409439 1.759582 10.418985 11.075779 9.966598 12.699530 11.510291 7.001169 10.443163 11.329439 9.399829 5.759585 10.090501 9.859370 0.759582 NA 2.496539 9.410636 11.776497 9.012249 1.496565 9.157615 8.765209 11.038033 TCGA-SX-A7SN 52 0 NA 578 kidney stage i t1b nx m0 19-3-2015 male 2012 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8993234 9.7058570 8.9758124 1.3428392 12.3629292 8.3092653 13.2602827 1.3428392 3.6805269 6.7940285 6.3540448 7.4249666 10.3561401 8.4565594 12.0110375 12.9752446 10.2170302 8.5400339 5.8506119 11.1937855 8.6166128 6.4791934 10.7024736 3.3428107 5.8819753 1.6647559 1.9277827 10.8983651 10.9083955 8.6534302 5.4925647 8.5716359 9.3568377 10.0389156 10.7976307 9.7383515 8.5978459 5.7178573 11.5400341 9.6860030 6.9202457 11.2319410 5.4302786 10.7842054 9.7764028 3.5127452 11.1118287 8.2557065 10.3414077 10.2823966 7.5326419 4.9866749 11.1756085 8.9956623 7.6826674 3.9277827 5.5127420 9.6189417 9.2023521 5.2254600 7.7648822 10.1076889 0.3427823 10.3707234 2.8022553 8.0501762 9.3428032 12.0637028 10.1992429 7.6235882 15.6714222 7.9126732 10.5070958 4.9277780 10.4001322 8.4823687 3.0432570 4.8838358 10.0977048 9.8829453 8.7753591 9.9352744 10.3700323 8.9866735 8.6282195 6.3980989 13.3175008 11.6511564 NA 11.5746385 9.5371557 9.1453338 NA 7.7265213 12.4090748 9.1372332 8.7585590 8.5252119 9.4733880 10.6832239 7.7479586 7.0345613 -0.6572177 8.4721002 6.4721011 NA 9.9277799 3.2497032 7.6915453 9.9821581 9.6992693 8.9296570 10.9987952 9.6613602 11.4202540 9.5363426 10.3442255 14.1186848 -0.6572177 10.4814220 10.9616617 10.8580244 10.2772454 10.2147226 -0.6572177 2.1501697 1.3428392 2.3428107 7.4513422 13.4043573 12.1370301 9.4236349 10.4075601 11.0626340 5.8185515 8.4951023 4.8974050 10.6241679 10.8073631 11.4428521 7.1693658 8.5836086 10.5836087 8.0328155 3.9277827 7.4669387 1.3428392 10.3435216 13.4018237 9.9277799 12.1039530 9.2527104 7.0501762 9.6522938 7.5812224 10.8913455 7.6826674 9.5883700 6.0010298 9.8897021 9.7543283 8.0045952 11.7178568 11.0557741 12.4053695 9.3484418 9.6166130 5.7265206 12.8057030 8.9390070 9.3817363 8.7069522 9.6959642 NA 7.6096035 10.5077243 1.6647559 8.1522641 10.7302962 8.2406630 10.3762403 9.3329214 10.5913380 11.6522937 10.7516778 9.0739327 5.2735532 8.7753591 9.7585590 0.3427823 8.0775272 8.0363044 5.8185515 12.3705506 11.4352442 9.3129233 10.5045791 9.7532687 9.5728378 11.1753514 9.1307198 10.7162263 8.3484418 6.1110021 11.0651980 4.3428178 2.3428107 6.6737345 2.1501697 10.2482044 2.9277827 8.9575272 5.2970153 4.4302786 -0.6572177 1.3428392 11.8004547 10.6653089 10.6195233 12.2285137 7.3762400 9.3011381 7.0367923 7.5907450 11.1941760 10.4136091 8.8225976 9.9593662 10.7537986 4.0977035 9.3596257 -0.6572177 NA 10.3442255 7.4355744 9.2285138 8.2765078 9.9974533 9.0275660 9.4925645 3.2497032 10.5571364 12.6945848 10.2108682 0.9277448 0.9277448 1.3428392 0.3427823 6.0707371 14.6113593 10.4149500 6.9427303 10.7893837 -0.6572177 8.8916391 8.6848254 10.2999193 9.6703700 6.7606694 11.5092943 9.5776348 10.3837920 9.3707234 3.8022449 9.8426632 10.1741246 5.4302786 7.9821220 12.0094852 -0.00055444 0.01880300 0.14073000 -0.00041585 1.45340000 0.00000000 -0.00567570 0.70645000 -0.01794100 0.12491000 0.12491000 0.12491000 0.12491000 -0.00055444 -0.00055444 -0.00055444 0.01880300 0.14073000 0.14073000 0.14073000 0.14073000 -0.00263220 -0.00041585 0.00110930 0.00110930 0.00000000 0.00346870 -0.00166290 -0.00567570 -0.00124730 -0.00124730 0.73208000 0.73208000 -0.00055444 0.70457000 0.01391600 -0.01794100 0.12491000 0.000 0.000 0.000 0.000 0.000 0.000 0.732 0.000 0.000 0.705 0.705 0.706 0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.125 0.125 0.000 0.000 0.000 0.000 0.000 0.000 0.732 0.000 0.000 0.705 0.705 0.706 0.706 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.141 0.141 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.125 0.125 12.771832 12.165587 10.758031 12.653998 9.029318 NA 3.866384 9.783686 10.147707 1.342839 8.590745 7.424967 9.087651 14.465686 6.628220 7.939007 6.834671 7.968526 7.162996 8.015243 11.198465 9.896447 3.512745 9.687113 10.148360 9.809404 6.979442 7.249708 9.899323 8.282397 12.279816 4.512745 7.461759 8.901238 9.252710 9.697067 8.9776285 9.9830623 9.6084324 1.9277827 10.1573999 8.6374382 8.9296570 10.2039043 3.2497032 10.4048634 9.2100961 7.7178567 4.5907457 9.2512099 7.4513422 12.8910372 11.5171189 9.3665716 13.4621638 12.7125510 6.8663789 8.0501762 10.0249341 9.4008090 10.4817290 10.2361189 3.7351322 3.8022449 13.7502843 6.3200965 9.9021945 0.9277448 NA 10.5559216 7.1629965 13.0574922 9.6926514 14.1186848 8.8266330 8.4382142 6.3656296 12.8666243 9.1693658 12.9464437 11.4428521 12.0196559 12.4431512 10.1356076 2.8022553 10.7800492 9.7036645 10.8251211 8.8266330 8.0045952 7.7857611 9.8336683 12.5768863 9.6374382 11.3122039 6.3651851 7.2970135 8.7135047 13.4869346 11.3075192 12.5984361 9.5338765 4.5907457 NA 9.0240559 12.7514125 11.1273132 7.4513422 10.5020580 11.9422653 12.0991652 10.2170302 11.1937855 5.5127420 10.8678487 10.0876511 5.4513430 9.6166130 12.0312469 6.9202457 8.7795290 12.0165460 9.2451923 11.0090414 9.8868158 1.6647559 14.8041049 7.2390896 6.7436967 7.6968465 8.2705953 8.5375741 9.6782077 8.7795290 8.8819763 6.2735551 10.6328362 9.5595631 8.2941019 11.3272358 10.1677761 10.9320003 11.5507468 5.0707371 10.5788316 2.3428107 12.3227158 8.4249666 6.3315028 9.2527104 10.0237570 12.4306117 1.3428392 9.5239696 1.3428392 10.5077243 10.6914016 10.9074432 12.3705506 11.0410879 8.7221958 10.7162263 10.8663793 10.4042695 8.5907450 10.3293705 10.6241679 -0.6572177 0.3427823 NA 9.5375743 11.0778741 8.7836865 0.3427823 8.8916391 9.0501765 10.6517252 TCGA-SX-A7SO 64 0 NA 1175 kidney stage i t1b nx m0 19-3-2015 male 2011 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 NA NA 2 3 4 2 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1010984 9.9581644 5.7547459 5.8996953 8.0506372 10.0301051 13.0893017 NA 1.9464689 8.8756274 5.9921407 8.0930029 10.5507468 7.7191232 11.4839944 12.3490865 10.0374397 9.0301898 7.7980745 11.1002331 7.3820879 5.8832665 8.2757567 1.9821448 3.8996977 NA -0.1877072 10.2056227 10.5980934 9.1125849 5.2551759 8.7085646 9.2685867 9.7108336 8.9933845 9.4659730 7.3629792 5.1341593 6.2798371 9.4406778 5.4846570 8.8917172 0.8122107 10.0542153 8.4881892 1.8122518 10.0434535 8.2363984 10.2205620 10.8125845 7.7693341 6.6764183 11.5597099 10.3751234 8.7325850 3.2716647 2.2716647 9.2300848 8.4306177 4.8346000 5.3971937 9.6244095 -1.1877072 10.9530620 3.5671195 1.3972006 9.5443573 10.1537511 10.4529291 6.2879653 15.0712950 8.5074605 11.0072968 4.5935928 9.6671007 7.7808993 -1.1877072 1.0107082 10.8538914 10.5675372 9.3030832 9.8850348 7.9796504 9.1959366 9.1091484 6.7488704 13.3994238 11.3165547 NA 11.5412156 9.1968974 8.1807386 -1.1877072 6.8009167 12.6271151 9.0398482 11.3279321 8.9049895 9.0020569 10.8763014 8.3839850 10.9810798 -1.1877072 9.5629392 -0.1877072 1.1341552 9.4241791 4.2384965 8.6810549 10.5545417 10.5948210 8.7310957 9.1137284 9.9466586 11.7773618 9.7916575 10.6276156 12.6596811 0.3971458 10.9705453 10.2747346 10.1741761 9.3735201 10.2935272 1.1341552 2.3972006 1.9821448 NA 4.4560899 13.7135234 10.4163221 14.2239418 10.4488569 10.9151921 2.5126820 7.8863739 5.0020589 10.7613294 11.6023771 11.7643874 8.0458519 8.0386447 10.6635909 4.1341634 3.8122312 NA -1.1877072 7.3820879 13.1912044 9.8037542 10.7805390 9.6810548 6.7952254 9.9318219 8.1341603 11.1684201 9.8702240 9.0743272 4.3971937 9.3784481 10.4578907 8.3239847 11.8067625 11.0002029 10.4237182 10.0906817 9.5677291 6.0385481 12.7374158 9.1205712 10.5000453 13.2038786 12.1937752 NA 8.8401384 10.6240083 8.8543978 9.8355569 10.8220609 8.6244095 10.5837217 7.1829197 10.4811173 10.9642001 11.1120126 9.2201161 3.1341552 4.1697807 10.0020568 0.3971458 11.1631714 8.6082718 6.3744744 12.3194075 10.5591664 9.9240200 10.3581621 10.1324688 9.5013567 11.0673435 9.4149311 10.4978571 6.5604246 0.3971458 10.8873771 4.4269423 1.3972006 8.7325850 -1.1877072 11.0149683 2.7191177 6.0216863 4.8122312 6.1068529 -1.1877072 NA 11.6292159 11.0017480 11.4945685 11.6157580 10.3372636 9.3835868 5.8519189 7.0790186 11.2400688 11.0831116 9.1883576 9.9201032 11.4982950 4.5935928 8.6825968 NA NA 10.1692343 10.0831115 9.5528564 7.8943813 9.7009754 13.2927700 11.9233679 -0.1877072 10.0601598 10.7973627 8.6482824 -1.1877072 2.2716647 NA NA 7.0648979 14.7979853 9.2258603 7.7488704 10.9849723 NA 8.9783953 9.0301658 10.4578907 9.1872716 7.3934325 11.4969809 10.4365708 10.4223344 9.1875433 2.2716647 8.1763667 8.9859094 4.9656319 8.0110947 10.3274392 0.00050397 -0.00290910 -0.00027724 0.00000000 -0.00152430 -0.00117450 0.00527490 -0.00871460 -0.02109800 -0.05320600 -0.05320600 -0.05320600 -0.05320600 -0.01601700 0.00050397 0.01279500 -0.00290910 -0.00474410 -0.00027724 -0.00027724 -0.00027724 0.00083195 0.00000000 -0.00353800 0.00000000 -0.90297000 0.00624810 0.00624810 0.00527490 -0.00132770 0.01112100 0.00624810 0.00624810 0.00319100 0.01293400 -0.88596000 -0.02109800 -0.05320600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.880 -0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.888 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.880 -0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.888 0.000 0.000 0.000 0.000 0.000 7.2468603 12.3789999 9.1883576 14.1757511 9.2808564 NA 2.8122312 10.1448284 10.3379293 0.8122107 7.0743267 7.3397093 9.3110814 15.9948788 4.4560899 5.6577229 7.7130992 7.8346000 5.9619798 8.4952267 10.8685313 9.9511439 -1.1877072 10.0848621 10.4234231 10.0112911 5.3971937 11.4119127 10.1986336 7.3513907 12.1038260 4.9207554 8.5264777 8.0906820 6.9363541 10.1637236 8.8484057 10.2920125 9.2088369 6.3513916 8.2798376 9.0895196 10.0216856 10.3484794 2.8996977 9.9440892 8.7980742 6.4046886 3.8996977 9.2634434 8.9246718 13.3486616 11.5245443 9.0143561 13.3987789 13.1341603 6.0410502 7.7281117 10.0506371 4.4269423 10.1626190 9.8129365 2.8122312 8.1894426 12.8061436 4.3040875 9.0801894 1.3972006 -1.1877072 9.8037542 7.8996953 12.4277469 9.6443311 12.6596811 9.3318684 9.6123232 4.4578175 7.0265511 9.9201032 14.5468890 11.7643874 11.0787260 12.9525029 10.2960480 NA 10.8224106 10.2458177 10.9821572 8.5299088 8.3239847 7.5737835 10.0548109 12.9310111 7.8346000 11.9728916 5.5935928 5.6702143 7.0168038 13.2104549 11.8595266 12.4092372 8.5553836 0.3971458 -0.1877072 9.0696200 12.3551432 11.0192283 6.5870199 11.2279740 11.3511487 12.2597030 10.0374397 11.1002331 3.5126694 10.5230387 6.2634439 4.8783232 9.3090861 12.5149883 5.4846570 9.1675832 12.2578796 9.6355995 11.2785637 10.1045539 2.2716647 14.6141679 4.6344539 5.1872729 8.0536913 6.7547472 9.2839074 9.9148642 11.1612370 8.7866470 3.8566272 12.7668830 8.7024965 8.8702238 11.4119127 10.3868258 10.2405924 12.1420286 0.8122107 9.2152442 6.3971954 12.7747587 8.7070499 11.0066813 9.6810548 9.7631672 12.9336039 1.1341552 9.7473973 2.2716647 10.6240083 11.5812436 10.1182939 12.3194075 11.6459130 8.3629792 10.4978571 10.0889383 9.8863736 6.7130992 10.1205712 9.3943742 NA 5.1520820 3.5126694 6.9568907 14.0169646 9.6090830 -0.1877072 8.9783953 8.6592895 10.4402220 TCGA-SX-A7SP 66 1 496 NA kidney stage i t1b n0 m0 19-3-2015 female 2012 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6091024 9.8601984 8.8752766 -0.1718559 11.4178038 8.1576127 13.8258614 1.6355222 2.6920924 6.4934888 5.9049681 6.7290198 10.3084380 7.3517149 11.7374833 11.3641570 9.7470010 8.6338965 5.5830406 11.4417120 8.6355077 5.9591859 12.8644276 2.1500722 5.8615758 NA -0.1718559 10.4396386 10.1879022 9.4354830 5.8393802 8.3240077 9.0557686 10.5133394 11.0256766 9.9785347 8.5423981 4.6355048 9.7410420 9.7161349 5.3980083 11.6872992 8.3119685 10.6826315 9.4017998 4.3517131 10.4899308 8.4556864 10.4524912 10.1181715 8.6783396 8.8351801 10.9941996 9.5779131 8.5093910 4.6095127 3.3517131 9.3008435 8.9275004 4.3827433 8.9076376 11.2348891 6.7765199 11.1152879 9.2523189 5.6610427 8.5728522 10.9873934 10.2695407 7.5146533 15.7830760 8.4483724 10.4890400 5.5560738 10.7050533 7.5560730 5.2544164 3.8540655 5.6736440 10.2593682 9.0117880 9.6070512 9.5458290 9.5738270 9.6037630 6.1857040 13.6608450 11.6507235 NA 11.7201262 9.9252696 7.2161696 NA 9.4674935 12.6985174 8.8996149 8.8139947 8.5780220 8.3180004 12.3622123 8.9600098 8.5583851 NA 9.2947391 3.4720068 -0.1718559 9.3865734 1.8281441 8.6985175 10.3663417 9.8847904 8.8435678 11.2617381 9.3536735 11.2993223 9.6977465 10.3961087 13.1045679 0.8281441 10.4142231 10.6074616 10.7069699 10.7566711 10.2993198 -1.1716934 2.2875905 3.2875905 1.1501047 2.8281441 13.2879685 8.5023449 12.1376290 10.4460793 11.9288150 4.0376019 8.3884853 6.6547005 10.9073041 11.3570951 11.3677187 7.7499934 9.7470159 11.7295853 2.1500722 2.4131066 4.6861363 1.6355222 10.3018584 13.2318971 9.7350433 11.4084113 9.7191769 7.4792047 9.6665688 7.6483317 10.3066544 10.8519070 7.9677041 5.4863636 9.6456480 10.4625099 8.1768807 11.6324854 12.1110963 11.1666105 8.8546761 9.8669276 5.4757561 13.1061665 9.1746663 9.4224773 8.7910486 8.6657807 1.1501047 7.1768812 9.9169410 0.8281441 8.5011437 10.7199364 8.3536735 10.5488245 7.5662451 10.1829531 12.0745964 10.8362311 8.9815273 4.0376019 8.5796968 10.8061481 -0.1718559 10.7297738 7.9340612 6.0179776 12.3826216 11.0488333 8.9854996 10.6322837 10.4899308 8.8393799 11.0998725 9.2460052 10.7935762 7.6830213 6.3200062 9.7888787 5.6861335 3.7823457 8.1568274 0.4131608 10.4629637 0.8281441 9.1955673 5.9697491 5.9980781 NA 4.2875831 11.4823411 10.7477609 10.4483725 12.1319334 8.9980776 8.2247576 7.0033774 7.6892397 11.1399010 10.7537071 9.0216779 9.6876875 10.1001992 9.6144224 9.1691155 NA -1.1716934 10.3458220 8.5526664 9.3846588 7.7559304 10.3472975 10.5290258 9.2679835 2.6354990 10.1313626 13.4384855 10.4154426 0.4131608 2.7350455 3.5830376 NA 6.3903943 14.0817786 10.3220081 7.6322835 10.7492497 0.4131608 9.3585591 8.9362590 10.7888787 9.3846588 6.5285916 11.1942016 10.3443452 10.6519179 9.5541495 3.2204693 9.6946589 9.9867623 4.7588894 7.1901407 11.4147580 -0.00774820 0.01740400 0.62819000 0.00055459 0.63262000 -0.00097017 -0.01092200 0.60485000 -0.09564800 0.12299000 0.11506000 0.11506000 0.11506000 -0.00774820 -0.00774820 -0.00774820 0.01740400 0.60142000 0.59398000 0.59398000 0.62279000 0.01321300 0.00055459 0.00000000 0.00000000 -0.00097017 -0.00802440 -0.00802440 -0.01092200 -0.00761010 -0.00761010 0.00263570 0.00263570 -0.04895400 0.58524000 -0.00609040 -0.09564800 0.12299000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.585 0.585 0.599 0.599 0.000 0.000 0.000 0.000 0.000 0.000 0.520 0.520 0.000 0.000 0.000 0.000 0.594 0.594 0.000 0.000 0.000 0.000 0.000 0.000 0.622 0.622 0.000 0.000 0.000 0.000 0.115 0.115 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.585 0.585 0.599 0.599 0.000 0.000 0.000 0.000 0.000 0.000 0.520 0.520 0.000 0.000 0.000 0.000 0.594 0.594 0.000 0.000 0.000 0.000 0.000 0.000 0.622 0.622 0.000 0.000 0.000 0.000 0.115 0.115 10.7065868 12.0578728 10.9946296 13.3134789 8.7765199 -0.1718559 2.2875905 9.5586228 10.4050716 NA 8.2773014 6.1768812 8.9943158 15.8344459 6.1410363 8.1523330 6.9880245 6.9625791 7.6193154 7.6892397 11.2064476 10.4224773 1.9980872 10.0533601 10.1757409 9.6193156 5.3038867 14.5953026 10.0117880 8.3260047 12.1706344 4.4131134 7.3477888 9.0569715 7.2710960 10.0931816 9.5155284 9.7529651 10.2486393 1.6355222 11.0828861 8.3788996 10.3033795 10.4469970 3.4131201 10.1955675 9.3139820 7.5526668 4.3827433 9.0867188 6.8225058 13.5719878 11.5520269 9.1977499 13.5896000 12.5043302 5.9261845 9.1868038 10.2643437 10.2906550 10.4588748 12.4996617 3.8725431 6.0376063 13.4869778 4.7350455 10.8494797 1.9980872 NA 10.3139820 8.2010177 13.0665574 9.7647907 13.1045679 9.2332942 8.5005782 6.9586200 8.0831814 11.0572719 13.1878336 11.3677187 11.6697170 12.1724486 9.9438466 2.6354990 11.2172462 9.3190037 10.6511218 9.3497532 8.1768807 7.6892397 9.7054368 12.3037595 9.6004673 10.8895205 5.4428639 6.7765199 7.8196746 13.9180868 11.4901534 12.2214091 8.8111463 0.8281441 0.4131608 10.2004737 12.6161572 10.7616958 6.5076329 10.5564984 11.6191120 11.5080726 9.7470010 11.4417120 5.2375446 11.0210619 8.8505204 4.8281543 8.8969309 9.9335440 5.3980083 8.1613083 12.4699606 9.5389591 10.9801206 9.5594717 1.6355222 13.7568098 7.2619886 7.3517149 7.5522910 8.0204455 8.6499265 9.8519070 9.3621054 8.7062035 8.8505204 10.6338966 9.3999053 7.8082924 10.9823379 10.2638229 10.9215702 10.6302651 4.8281543 10.3038861 -0.1718559 12.2401429 8.1433021 7.5181503 9.7191769 9.8967832 12.2044138 1.9980872 9.7492498 -0.1718559 9.9169410 11.0695401 9.9734480 12.3826216 10.8567494 8.1790920 10.7935762 10.6375189 10.1790973 9.1911922 10.1680026 9.6403299 -0.1718559 0.8281441 NA 9.2988116 11.6003972 8.6594601 0.4131608 9.3585591 9.2937190 11.8548490 TCGA-SX-A7SQ 48 0 NA 1266 kidney stage i t1 nx m0 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 376.31.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5734302 9.8543074 7.9792045 4.6076440 12.8831497 9.5142400 13.7589162 -1.2993827 0.6267662 5.7668442 5.7775696 7.0226830 10.6132705 8.3006683 12.0224016 12.5337442 10.1011011 8.7882182 6.0670772 11.3296565 6.6255671 5.7793858 12.0371224 1.2856981 5.7007560 NA 3.6076499 10.5741995 10.5316667 8.5940569 3.5081117 9.1754752 9.2696616 9.9229465 8.8681734 10.0051066 8.3264641 6.1016354 9.2819560 9.9628502 7.1724305 7.9815262 5.5955723 10.3364734 9.4489482 1.2856981 9.7286613 7.7091838 9.5089151 10.3678669 7.9102086 8.1499041 10.9835194 8.3603946 8.3446115 5.7231244 3.9861561 9.5602902 8.4388476 5.3006692 5.1101461 10.2060706 2.5080990 10.0752514 10.3964187 6.9102086 9.8112321 10.8447762 10.4188600 6.5016557 15.6630640 8.5064992 11.8769285 4.3154648 10.1825548 7.9439295 3.9861561 3.7805621 9.6016222 9.5633927 9.1291156 9.6031304 9.6534966 8.9640246 8.5695781 6.5399591 13.2524636 11.2102829 NA 11.6524043 10.1698426 7.5177387 NA 8.1374666 12.5839714 8.2025926 8.3643133 7.6722987 10.0221198 10.6622051 8.2932123 7.8811868 NA 9.8027311 2.7007504 NA 10.4316500 2.0226874 7.4422220 9.5161387 10.3228072 8.1946106 10.1074919 8.9628503 11.6890015 9.1693794 9.9640246 14.1965479 1.2856981 10.9879107 10.9469021 10.9501651 10.5403528 10.2610881 NA 5.3872557 0.2856981 0.2856981 7.6808947 13.7324135 11.8263302 10.4543900 9.1976091 11.3305673 5.4150014 8.3553912 4.2857203 11.1612113 10.5929186 11.6102772 5.8505019 6.6016222 11.0238101 5.9768791 2.4011936 7.9343750 -1.2993827 9.5169390 13.0696710 10.1164971 11.3734017 9.7217353 7.7775709 9.5501604 7.5241225 10.4196007 8.1622347 8.7063800 10.4171462 9.4255250 10.2199001 8.3837501 12.0408836 11.1863331 11.7636447 8.9942270 9.0855391 6.5694546 12.4103777 9.0539023 9.6395997 8.3025261 8.6285334 NA 8.0909243 10.2001030 -1.2993827 8.5658237 10.8590495 8.1270203 10.6855298 10.0467149 10.2433036 11.8347003 10.3863802 9.2588699 4.0583078 9.1457702 9.6270514 -1.2993827 9.6844615 7.7587469 6.2085504 12.2589369 10.5622300 9.1724305 10.4894737 9.3455130 9.2065668 10.7990441 8.9367695 10.9867354 8.7948330 6.4218544 10.4808850 4.8706804 2.6076499 8.1986071 2.0226874 10.3611970 1.8706606 8.4029281 5.3768530 3.4556363 -1.2993827 -0.2992052 11.5862611 10.7516243 10.7049758 11.4620988 7.7203462 9.8744075 6.5304781 8.6520401 10.8209932 10.5221307 9.0079562 9.8027311 10.7369289 5.0930742 9.6046372 -1.2993827 NA 10.2772397 8.1249216 9.0226835 8.4506248 9.5081103 11.8074818 9.9259628 3.4556363 10.1122663 13.2084261 10.7007554 -1.2993827 1.8706606 NA 2.1601780 6.6722995 14.7222342 9.9253601 7.8222891 11.0825686 NA 9.3090102 9.2074200 10.0544536 9.3793554 7.0406054 11.5087140 9.4388476 11.2008503 9.6213241 3.0930700 9.2950799 9.3464138 5.2377396 7.6319359 11.0965572 -0.0024938 0.1486800 0.8661200 0.8868600 0.8720900 -0.0309500 -0.0048267 0.8653300 -0.0016184 0.2728500 0.2728500 0.2728500 0.2728500 -0.0024938 -0.0024938 -0.0024938 0.1620500 0.8661200 0.8661200 0.8661200 0.8661200 0.0000000 0.8680000 -0.0120240 -0.0120240 -0.0309500 -0.0880590 -0.0880590 -0.0048267 -0.0103700 -0.0116110 0.8427800 0.8427800 -0.0077043 0.8681100 -0.0099565 -0.0016184 0.2728500 0.000 0.000 0.000 0.000 0.848 0.848 0.843 0.000 0.000 0.868 0.868 0.865 0.865 0.000 0.000 0.000 0.000 0.000 0.000 0.860 0.860 0.000 0.000 0.149 0.149 0.866 0.866 0.000 0.000 0.868 0.868 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.273 0.273 0.000 0.000 0.000 0.000 0.848 0.848 0.843 0.000 0.000 0.868 0.868 0.865 0.865 0.000 0.000 0.000 0.000 0.000 0.000 0.860 0.860 0.000 0.000 0.149 0.149 0.866 0.866 0.000 0.000 0.868 0.868 0.000 0.000 0.872 0.872 0.000 0.000 0.000 0.000 0.273 0.273 11.9211337 12.2368811 11.0192981 12.9131757 9.9832647 -1.2993827 2.1601780 9.5225294 10.4542772 -1.2993827 7.9415465 6.2932123 8.8170994 12.1250529 4.7668442 5.9004273 6.9581432 7.9199240 5.7007560 8.1744609 12.5707347 9.9295740 0.7007948 9.1581363 10.3378331 10.7091840 4.8300372 12.4662486 10.2203916 7.2243172 12.0909216 5.6196184 6.9953760 8.5910196 8.6031304 10.6263098 8.8893442 9.9355727 8.9687123 NA 11.1663217 8.6166349 8.5803385 10.9298746 4.3731819 10.3099341 9.5478126 7.0844598 3.5587329 9.4046590 5.9953760 13.4183247 10.8644050 9.5703493 13.5993095 12.8420642 7.2857175 8.9628503 9.4539721 6.4886580 10.1027014 10.5602901 2.6076499 6.0844598 13.7261112 4.3154648 10.7590854 1.5081244 -1.2993827 9.9492759 8.3959835 13.0461606 9.1122664 14.1965479 9.0113682 8.9102086 6.4959509 12.4844698 9.4984168 13.5927763 11.6102772 12.4070355 12.9419192 10.7712118 1.2856981 10.5320626 10.2495772 10.6035073 8.9628503 8.3837501 7.8581023 9.6113982 12.9851457 8.2572615 11.4310111 6.3942415 6.8756806 8.3080855 13.0639798 11.2817205 12.3646470 8.7681896 -0.2992052 -0.2992052 9.1395473 12.7197379 11.1683049 7.3337502 10.6425366 11.2953132 12.4171461 10.1011011 11.3296565 3.7451513 11.0422742 9.8196964 3.9486849 9.3391913 12.0890673 7.1724305 10.1379872 12.6554715 9.1488716 11.0736204 9.8505025 2.5080990 15.0647532 8.1340489 7.8656621 7.5822060 6.7560372 8.9884677 9.9241538 9.1683610 8.6373932 4.0930700 10.2374882 9.6491225 9.1946109 10.6901498 9.9325765 11.7698694 11.3714116 2.7007504 10.3683105 1.8706606 12.3198301 8.8287496 6.5772717 9.7217353 9.9085872 12.5546497 3.5081117 9.6534966 1.8706606 10.2001030 10.8933564 11.4633450 12.2589369 10.8390271 9.1499041 10.9867354 10.5044828 10.4081144 8.6751699 9.6483923 10.2457198 -1.2993827 NA NA 8.6780353 10.8184958 8.9884677 -0.2992052 9.3090102 8.7091841 11.3006682 TCGA-SX-A7SR 66 0 NA 805 kidney stage ii t2a nx m0 19-3-2015 male 2012 NA yes 100 kidney papillary renal cell carcinoma yes 50 1962 white not hispanic or latino 376.31.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.30028346 9.78157102 10.06143992 0.98797566 13.15726644 5.43818970 13.93610680 1.30987466 0.31568215 7.64617922 6.38028442 7.83971652 10.84866675 8.27336995 11.48706619 11.96935662 10.41998756 8.28258853 4.47981906 10.71077527 8.37167211 6.44148514 11.01241489 3.23589552 6.38884735 1.79530980 5.85833168 10.75863164 10.16787685 8.28258853 4.34551702 8.90980880 9.28373661 9.86525183 10.13517263 9.70992144 8.36083260 4.11725452 7.79209855 9.57386925 7.92460588 11.59922312 7.62821294 10.25533962 9.86678499 2.79533058 10.30989580 8.55402164 9.74868764 10.30198448 7.80174909 5.96524866 11.19552508 8.56240997 8.05942991 3.63182603 6.23589552 9.06878526 8.62821258 5.15789258 8.43091121 10.36842876 -0.01202434 11.18241683 9.98726316 9.59252095 9.86370945 10.05001391 9.99709647 7.95951110 15.59104347 8.34551968 10.26873848 4.96524866 10.92276434 8.11725088 2.30990376 4.15025908 10.01379944 10.04189360 9.09256662 9.45149220 9.82556416 8.86755088 9.06077023 5.89485898 12.93998091 10.88619124 NA 11.64617922 9.20099911 8.15789258 NA 7.97096119 13.23678480 8.77587032 9.69187138 7.37167211 8.60267771 10.55877216 8.63722405 8.20788651 4.76932744 8.29174858 NA NA 10.57386916 3.51153129 7.19253842 10.55068715 10.40265301 7.89786058 9.72690443 9.17531975 11.57035439 9.16538716 9.97238622 13.68672666 2.68840419 11.16732637 11.16039523 10.80214967 9.34661900 9.70135429 -1.01216982 0.57288967 2.68840419 1.30987466 7.70906727 13.40060374 10.66348374 12.25650973 9.27798661 10.41737449 2.79533058 8.76932744 6.59529777 11.27336995 10.86256491 11.04829893 7.86755119 8.71588822 10.40950667 6.19742116 4.30989648 4.11725452 0.57288967 9.78481852 13.25972255 9.75118016 12.44252410 9.40370955 6.70221287 10.01241489 7.35865472 10.08960209 9.68232556 8.38028529 3.07542994 9.51006866 10.63182394 8.19498186 12.49229020 10.85021763 11.60152702 8.94070913 8.88430028 7.27964494 12.42649972 8.81451614 10.12431805 8.91129521 8.70392987 NA 6.94797000 10.38028518 -0.98336106 9.09739352 10.81491342 8.73616073 10.30311734 9.51934926 10.34166592 11.59645362 10.27510299 9.52719450 3.38028616 7.69532714 9.82717151 NA 9.84983011 7.25006245 6.41423196 11.99587100 10.88202756 9.23233146 10.19253891 10.26351029 9.06344686 10.99059294 9.08994352 10.64751770 8.87061070 5.03236096 10.61139207 4.89485656 1.51404649 7.83659071 3.07542994 11.10852962 -0.01202434 9.03372748 5.68840699 5.23589552 NA 1.57293816 11.52761125 10.66876676 10.65640958 11.81173303 7.69532714 8.93194775 6.09198961 7.07011665 10.74993444 10.46623179 8.85060505 9.76686627 11.26263711 2.98797566 9.94143677 0.57288967 NA 9.42259590 7.07543101 9.39523550 8.48980502 9.68754015 8.22398189 10.39257717 0.57288967 10.75986980 12.28445384 9.70650068 2.30990376 4.94216259 2.15788450 3.30988921 7.08600031 14.26369215 10.32447434 7.47982068 11.04663600 1.30987466 8.79371157 9.26973543 9.55306977 9.59344734 7.85524661 11.02654384 9.92828134 10.33448146 9.76522310 4.34551702 9.33226374 9.59622256 5.37132536 8.15561163 11.06077029 0.0037465 0.0232860 -0.0060904 -0.0124110 0.6762300 0.6749300 -0.0065050 0.6909200 -0.0015243 0.1610000 0.1495500 0.1495500 0.1530800 -0.0020784 -0.0020784 -0.0089424 0.0232860 -0.0091905 -0.0091905 -0.0091905 -0.0091905 0.6697400 0.0304510 -0.0108620 -0.0107840 0.6749300 -0.0043852 -0.0043852 -0.0065050 -0.0037395 -0.0037395 -0.0065050 -0.0019965 -0.0085766 0.6779800 0.0000000 -0.0015243 0.1610000 0.000 0.000 0.000 0.000 0.665 0.665 0.000 0.000 0.000 0.684 0.684 0.691 0.691 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.670 0.670 0.000 0.000 0.000 0.000 0.674 0.674 0.675 0.675 0.000 0.000 0.150 0.150 0.000 0.000 0.000 0.000 0.665 0.665 0.000 0.000 0.000 0.684 0.684 0.691 0.691 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.670 0.670 0.000 0.000 0.000 0.000 0.674 0.674 0.675 0.675 0.000 0.000 0.150 0.150 10.760695 12.115317 10.990431 12.939435 9.410033 NA 4.769327 9.891850 10.251084 NA 6.999195 5.254753 9.088630 14.262601 6.216787 7.167877 6.309896 7.979490 7.305381 8.207136 12.346619 9.978781 2.795331 9.361920 10.670962 9.694464 3.795320 14.222710 9.907576 9.001988 12.187024 6.096492 7.861412 8.602678 8.216787 9.696189 9.34111448 10.02962695 9.07940318 0.57288967 10.13707977 8.28717583 9.68667245 11.06378112 1.98797566 10.23885826 9.38457246 7.82085802 4.07542994 8.96953503 5.21678465 13.27098373 11.74972674 9.64528627 13.82347541 12.17268815 6.69532714 7.18764009 10.25182381 9.83580804 10.30594556 9.72436975 5.07542994 3.68840419 13.49959687 5.27337042 9.75118016 1.57293816 -0.01202434 10.10236078 7.78562901 12.92543353 10.00268565 13.68672666 9.23470824 9.26409209 6.88035860 10.13135090 9.03372748 14.25924838 11.04829893 11.84924855 12.00216260 10.34826617 4.41423027 11.39841910 10.79330856 11.04325017 8.70221321 8.19498186 7.88278548 9.88505693 12.63058360 9.44944727 11.82382080 5.41423365 7.01587330 8.73616073 12.89332184 11.34221715 12.45862662 8.71758835 NA NA 9.43194737 12.28688949 10.96376916 7.49972074 10.90645832 11.4309112 12.3577014 10.4199876 10.7107753 5.9879688 10.6245923 9.4748027 5.5729291 9.5813588 10.2848438 7.9246059 8.6727163 11.8694240 9.2860303 10.9833816 9.9872632 2.7953306 14.8446850 5.2398753 6.1069094 7.8001130 7.9275469 8.5860201 9.4350510 8.5367896 8.5983466 7.1275188 10.5363080 9.5540218 8.1249588 10.4883117 10.3383544 10.8869470 11.2022869 4.8459466 9.5511640 1.7953098 12.5078533 8.6762180 7.1628938 9.4037095 9.4390758 12.3616486 2.4473941 9.1107957 0.9879757 10.3802852 10.8369818 10.1833400 11.9958710 11.1556995 9.3233581 10.6475177 10.3711320 10.7220846 8.5251860 9.7578055 9.9253415 -1.0121698 4.8208580 NA 9.5530698 11.2377597 9.0820455 -1.0121698 8.7937116 8.2119696 10.5487782 TCGA-SX-A7SS 67 0 NA 1469 kidney stage i t1 n0 m0 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes 50 1959 white not hispanic or latino 376.31.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.1911779 9.0435654 6.5437201 1.5437433 10.5695512 9.5870476 13.8767351 0.5436938 0.9605858 4.4979189 7.0515146 7.9230981 10.0613889 8.1694285 11.3048552 12.3508731 10.1286820 8.1510500 5.0031524 11.5468860 8.2126044 7.3575010 10.3915599 0.5436938 4.1875777 NA NA 11.0031511 10.2673805 9.0113251 5.0355711 9.3734422 9.3002759 10.5750761 10.1173667 9.4906259 8.1021400 4.4506108 12.3880330 9.4595988 3.5437186 9.5867467 6.9615724 10.6877404 10.4001451 1.8656417 10.5846941 7.7236289 10.0234997 9.8256495 7.5881134 5.4263620 10.7862982 8.1525287 8.4536126 5.0983101 2.7136518 8.9552305 8.4506100 4.5881149 7.3766099 9.4950041 6.6311829 11.3494634 5.0355711 5.4263620 9.3097183 12.1821554 9.8857941 7.6470072 15.0388250 8.8543323 8.5437194 4.6311800 10.6212029 8.2579648 3.6311858 6.0760374 10.3962490 10.3127309 8.2952634 9.7892723 7.5095035 8.9636796 8.7458434 5.3766099 13.3019427 11.1758059 0.5436938 11.1403752 9.2352187 6.9615724 NA 8.4324626 12.9148155 9.6325078 7.7035908 4.7531713 7.5826388 10.7261139 7.1286821 9.1289826 -0.4562072 8.2302198 NA NA 9.8383403 5.0672816 7.6522441 10.2868709 10.2977719 8.3797700 10.7725382 8.6652531 11.3971149 9.5493440 9.9067591 13.0031511 3.4506042 10.4198757 11.2032695 10.3421914 12.0794809 9.9499246 -0.4562072 2.7136518 3.8656516 1.1286893 5.8291214 13.5666074 8.4171635 10.6781459 10.8273867 11.7665144 3.6311858 8.7010666 5.6730023 10.5238591 12.3139704 11.4205779 7.3510744 7.3829231 10.8751964 7.4079059 4.4506108 5.1286811 NA 9.7519539 12.6629849 10.2037154 13.5494318 9.3119038 7.1584289 10.3027754 7.8746365 10.4799452 10.8279653 9.2716400 5.5210005 10.0147646 10.5102250 7.5095035 10.9568185 11.0209718 11.2843436 9.1380442 9.6848687 6.3934694 13.0137428 8.5660872 10.1305594 8.6417516 7.4506100 NA 7.5324042 10.6483183 0.5580717 10.0800833 10.0857841 8.7335442 10.1875758 9.1059619 10.1135751 10.9541709 9.9938998 10.0394647 1.1286893 8.1211486 9.5022723 0.5436938 3.3510770 8.4415648 5.4744555 11.6707466 10.8645201 9.2196765 10.7987481 10.0265275 9.0415713 10.9953686 8.9908029 11.0906140 5.4979157 -0.4562072 10.8957629 6.5771418 2.1286893 5.0355711 3.2441564 10.1059619 1.1286893 7.5095035 5.9387821 4.4016987 NA 1.5437433 11.5545972 10.5605278 10.4633278 12.4564218 7.0828782 7.8291214 6.4754027 8.6071146 11.0716852 10.1389770 8.7653067 9.3860698 9.0789948 6.3381356 9.7580386 NA NA 10.3348824 6.7136450 9.0355725 8.6934667 10.3526837 10.6864648 11.1988030 3.7916474 10.7067402 13.5184030 10.1050075 NA 2.8656417 0.5436938 2.1286893 6.3766099 13.6897313 11.2010380 6.8835695 10.6607132 1.5437433 9.0711966 8.4162098 9.6391166 9.7773392 6.6522441 10.8140148 10.0214778 10.4225368 9.7126548 4.1286811 10.4536126 9.8679000 4.9699839 8.4374762 12.1623344 -0.010370 0.034959 0.782610 -0.016841 1.504700 -0.017386 0.709070 0.720740 -0.063645 0.231010 0.231010 0.231010 0.231010 -0.052030 -0.017770 0.772380 0.014468 0.763040 0.763040 0.763040 0.763040 -0.858520 -0.016841 -0.017666 -0.017666 -0.030372 -0.027945 -0.027945 0.709070 -0.024388 -0.024388 0.000000 0.000000 -0.037123 0.706450 0.773680 -0.063645 0.231010 0.709 0.709 0.000 0.000 0.752 0.752 0.000 0.000 0.000 0.697 0.697 0.721 0.721 0.754 0.754 0.000 0.000 0.000 0.000 0.715 0.715 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.505 1.505 0.000 0.000 0.000 0.000 0.231 0.231 0.709 0.709 0.000 0.000 0.752 0.752 0.000 0.000 0.000 0.697 0.697 0.721 0.721 0.754 0.754 0.000 0.000 0.000 0.000 0.715 0.715 0.000 0.000 0.000 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 1.505 1.505 0.000 0.000 0.000 0.000 0.231 0.231 9.5037214 12.0650746 10.5771425 13.6668710 9.3478505 NA 3.6311858 10.1427025 10.4189621 -0.4562072 6.9187595 6.1584299 9.3365099 15.1304127 6.7531726 7.3119036 6.3381356 7.5935682 5.8835695 8.0515140 11.0857841 10.3844974 0.5436938 9.5051692 10.2380773 9.5549468 6.1584299 14.5931427 9.1154721 8.5238591 11.8877352 3.7916474 6.7335442 9.2319699 10.4202365 9.5080604 8.7261139 10.1648557 9.7999282 3.1286893 10.1192588 8.4979157 9.7211390 10.3470434 3.7916474 9.6443818 9.3316221 7.3766099 4.0031524 8.8034628 4.4506108 12.5172375 11.8008127 9.5394867 13.9588671 12.6435604 5.6311829 8.4355032 9.5465345 8.5549468 10.3102484 9.9793898 3.3510770 4.9360348 13.2073888 5.5881149 9.2868710 2.8656417 NA 10.3061016 7.1657713 12.5320492 10.2001443 13.0031511 9.8813414 7.8520588 6.0403730 8.8880153 8.5633103 11.4887975 11.4205779 10.2944265 11.5719709 9.8520586 2.5437186 11.4603455 10.1547443 9.8902333 8.8701489 7.5095035 7.8429273 9.7797336 12.6054282 8.5295613 11.0410724 6.3638982 7.6574614 8.1059619 13.0756638 11.1211483 12.8442151 8.4714976 3.1286893 -0.4562072 9.6496280 12.2575356 11.4991297 7.5209997 11.0062218 11.9124988 11.7098826 10.1286820 11.5468860 5.5437186 10.9381822 7.8198438 4.4979189 9.3526837 10.4184320 3.5437186 8.7061109 12.4532095 8.5037216 10.6191987 9.8406357 2.8656417 13.8398471 7.9422066 6.9949304 8.1300341 7.4079059 7.7773395 9.5324042 8.2510785 8.7380825 5.9187583 10.9365735 10.4001451 7.6258688 11.0987879 10.2476230 11.0229946 11.2669538 3.3510770 9.6391166 3.0031524 12.8409697 7.5324042 7.4920871 9.3119038 9.1589262 11.6861457 1.8656417 9.4610916 3.7136408 10.6483183 11.2648187 10.1630225 11.6707466 10.7360124 8.5380729 11.0906140 11.0082653 10.8157660 8.9360369 10.2134904 10.7279750 -0.4562072 2.1286893 -0.4562072 8.3316219 11.9707311 8.1510500 1.1286893 9.0711966 7.7725383 11.0046873 TCGA-SX-A7SU 47 0 NA 1331 kidney stage i t1 nx m0 19-3-2015 male 2010 NA yes 100 kidney papillary renal cell carcinoma yes NA NA NA hispanic or latino 376.31.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7780030 9.5086311 8.9697445 NA 12.3517806 10.0622606 13.1926453 NA 3.9549872 6.5118934 6.0557184 7.9538379 10.7189964 8.7236944 11.2767255 12.0696229 10.2706388 7.8681737 4.7218156 10.9345160 7.4632840 7.2100323 10.4605792 -0.8630212 5.0910524 NA 3.7218210 11.2722431 10.4199428 9.7515643 4.3847820 8.5462455 9.4024696 11.3912926 10.0939565 9.9948354 8.3067794 5.3463081 10.8233550 9.8900712 5.1812497 9.3303798 4.5631215 9.3942423 9.3402024 1.7218101 10.3371401 7.9697445 10.1557501 10.2256427 8.0467475 8.0705450 10.6608525 9.0295034 8.0764335 7.8511000 3.0437469 9.5683521 8.9231242 6.9697445 6.5118934 9.9971655 1.9442213 11.4952310 7.4129788 7.5504821 9.4519586 12.0097217 9.1894226 6.9760577 14.8005515 8.2243172 10.5714827 4.8647755 10.9345160 8.3042728 4.6287094 5.3091835 10.4059811 9.8975744 8.9280173 9.7716656 10.4291760 8.4083174 8.6914434 6.3266794 12.0688846 11.6077675 NA 11.4443399 9.1021915 7.5714827 -0.8630212 7.1255395 11.7395533 9.4800401 8.7932795 7.7029082 9.4977016 11.0229320 8.1757736 7.1151644 2.8372974 8.4383507 NA NA 10.0946820 3.3067726 9.6376963 10.0399832 9.9768455 8.7274416 10.2315920 9.4083174 11.1389170 9.2348866 10.2223269 14.5659342 1.7218101 11.2903115 11.4960549 10.2904064 10.8207263 10.1319150 NA 1.1368476 1.9442213 0.1368476 6.1702776 13.0426175 11.5808340 7.1592225 9.8119293 11.1087572 4.4222599 9.1212729 3.6604153 10.8429187 10.2687115 11.1777572 8.3511738 7.0316720 10.2891392 5.3463081 3.2243182 7.8613686 1.7218101 10.4655294 12.9335025 9.7000507 13.2259739 9.2163392 7.1702776 10.6019106 8.1141343 11.0357543 3.7218210 9.8066253 6.5031770 10.1070970 9.6024209 7.4176255 12.0041332 10.8506705 12.7108566 8.5355981 9.4744764 7.5000252 12.2096570 8.4744762 9.9157529 9.7852120 7.0616671 NA 8.1083980 10.1487805 0.1368476 7.8564486 10.2447254 9.2954641 10.4817051 9.3229687 10.0895957 11.1162796 10.6125879 9.2121330 3.9948331 9.8502409 9.7488013 NA 7.1812487 8.0407363 5.4587823 12.1606088 11.1152074 9.0087597 10.3499587 10.4883459 9.1098343 11.2196621 9.1368545 10.4018834 6.9506352 2.4587757 10.9247570 2.4587757 4.1663057 4.4944092 3.6604153 9.9657843 2.4587757 7.6721297 7.3685554 4.2243182 0.1368476 0.7218538 11.7506439 10.7662111 11.0278786 12.8736791 6.9377540 9.3907019 7.0288200 9.8681734 11.5520681 10.2342283 8.6287076 9.8942445 10.9190337 5.2029427 9.2699967 -0.8630212 0.1368476 9.8917419 6.9050392 9.2243172 8.2322516 10.5547069 11.6087837 10.5388006 4.8092807 11.4822597 13.1178865 10.2609757 -0.8630212 3.2243182 0.1368476 0.1368476 6.5462447 14.2705185 11.4357762 6.4855830 11.4694505 NA 8.4987982 8.5149543 10.1241185 9.0601820 7.2661372 11.4772609 9.8424869 10.1606088 9.9274555 4.1368558 10.6277053 10.1494790 4.4602249 7.5923464 12.0177772 -0.00124730 0.00972760 0.00777830 -0.01224500 1.68590000 0.00055459 -0.00498440 0.83255000 2.00390000 0.08233200 0.07671000 0.07671000 0.07620900 -0.00124730 -0.00124730 -0.00124730 0.00972760 -0.30270000 -0.00130540 -0.00130540 -0.00130540 0.00346870 0.00000000 0.00000000 0.00180300 0.00055459 -0.00470790 -0.00470790 -0.00498440 -0.00407400 -0.00407400 0.00360760 0.00360760 -0.00041585 -0.02198100 0.01126100 -0.05603800 0.08233200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.686 1.686 0.000 0.000 0.000 0.000 0.000 0.000 11.8048530 12.2875537 10.4855826 12.8677491 9.6166347 NA 1.7218101 10.1438818 10.0206357 0.7218538 8.3017614 8.0586953 9.2229907 14.1320916 6.6604167 7.4222566 6.9377540 7.1975499 6.7293121 7.8950778 12.7856614 10.5937222 NA 9.3847820 9.4199429 9.4394933 7.4222566 13.4480351 9.2056327 8.4767045 11.8696536 4.1812457 7.5419956 8.7625634 10.3272965 9.4520040 9.7598215 9.9417921 9.9979414 1.7218101 10.3254433 8.8596621 8.3656733 10.8233550 2.7218101 9.4888980 9.3117801 6.6044598 4.2243182 8.8833688 6.2967254 12.3564768 11.0624089 9.7543220 14.5095495 12.6870000 6.9697445 8.2789614 9.4001237 7.4406350 10.6525543 9.8766351 3.9948331 7.5547070 14.0394180 4.1812457 9.2440715 NA NA 9.0331868 6.9506352 13.0200705 10.7386252 14.5659342 9.0010405 8.0133713 6.7437411 13.5286351 9.7752904 12.0525471 11.1777572 12.3990961 11.6138537 10.2322515 1.7218101 10.8004126 9.2190034 10.9823445 8.6876014 7.4176255 8.2269670 9.6584548 11.9077248 8.5610206 10.8707129 7.4268736 7.3463081 8.3438688 13.4766405 10.1529663 12.8756856 8.0939562 -0.8630212 -0.8630212 8.8372943 12.3058399 11.6442477 7.3800281 10.8110467 12.065188 12.168556 10.270639 10.934516 5.931269 10.525948 9.471128 5.403643 9.404812 13.078581 5.181250 9.149479 11.647290 8.826853 10.980776 10.922307 3.944212 15.267928 6.175445 6.721817 7.969365 7.073493 7.389519 9.448603 8.701004 8.632090 4.494409 10.181249 10.432049 8.070545 10.971325 9.533459 10.010299 12.190780 2.136848 10.791043 3.994833 13.014787 7.229612 6.356022 9.216339 9.715661 12.393653 1.944221 9.324206 1.721810 10.148780 10.910406 10.301133 12.160609 10.244072 9.371672 10.401883 10.782963 10.800533 9.439493 10.296095 10.557867 NA NA NA 8.520559 12.281105 8.380029 1.458802 8.498798 8.338978 10.803522 TCGA-UN-AAZ9 76 0 NA 548 kidney stage i t1b n0 mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 398.27.0 NA NA 1 3 4 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7219508 11.6133616 6.1788381 NA 11.7431550 10.2189858 13.2908576 0.2779847 0.1848515 5.1234593 6.8402140 7.0194384 9.9670957 8.2765618 12.3814230 10.1724101 10.9375212 9.0861309 9.7016125 11.6210181 6.0658738 4.1108643 12.6919488 1.8629472 5.5540946 -1.7221342 -0.1370131 10.6775162 9.0311878 9.0527582 5.4971397 9.0169080 9.5616383 9.5540957 8.6055240 10.3027646 9.3641075 4.7857650 8.2566819 10.1659534 3.5258935 10.0453280 -0.7221342 10.5388908 9.8258297 NA 9.1826059 8.8815976 9.2687843 10.9952192 8.5953839 6.5771795 10.5641276 8.6630788 8.1013386 3.5633778 4.3654336 9.9406395 8.0075919 4.5447574 4.1848595 10.1388759 -0.7221342 9.2659457 11.7395786 7.0691339 10.8390061 9.3975608 11.0867343 8.9627199 14.7351276 8.7708257 9.6783170 5.5067892 9.5897195 6.8629336 0.8629076 3.2330904 4.9503984 8.9913577 8.8392592 9.6735054 9.4813191 9.0194381 8.9191199 5.2892000 13.2126757 10.5306366 NA 11.7636748 10.8856899 9.5535137 NA 8.3494334 12.7968702 7.5091923 10.8272746 7.5564210 10.2372487 10.9928607 8.7887353 8.4843750 -0.7221342 10.0885429 2.8629274 NA 9.8601131 0.8629076 7.8889959 8.9939333 10.0719809 8.5470977 10.1406086 8.5622169 11.4785542 10.2648798 10.1017365 13.2112469 2.1848515 10.6689489 10.7307272 10.6275289 7.0295158 10.2716173 NA -0.1370131 0.5998890 0.2779847 5.6530113 13.9102565 11.9866241 8.1187490 9.8610540 11.2614993 1.4478965 8.5863103 8.5760338 11.4569472 12.0466725 11.1677280 5.9574503 4.3440615 11.5229296 8.6200460 1.2779847 7.0756332 NA 9.7658112 12.9096030 10.4409918 11.5347696 9.4770301 7.5976436 9.5908542 7.9145956 10.4154491 6.8132463 9.0772529 9.4541444 9.8232446 11.0095024 8.6355233 11.9017384 10.3155182 10.7335553 10.1363409 9.0777546 7.9655569 12.9631580 9.0244856 9.3707284 8.7178022 8.0933547 -1.7221342 8.0445001 11.8704283 -0.1370131 6.8191457 11.1567885 8.1203214 11.1258116 10.1541044 9.5766066 11.4681045 10.5697175 9.5640670 3.6702852 9.0568696 10.1934772 NA 10.8760237 10.1159933 6.6659882 12.2275244 10.2867500 9.9213765 11.2459179 9.1382823 8.6681400 11.1876862 9.2292560 10.9552504 9.9227289 5.5908535 9.6878925 4.3003361 0.2779847 6.9887778 2.7374055 10.2687843 0.2779847 8.2709097 7.6259250 6.8171295 NA NA 12.2647021 9.6327715 10.4702640 11.6115459 7.3707284 8.7449959 6.8721466 8.0981500 10.3838798 11.0078043 9.5685661 9.7658112 11.5708680 5.0461549 8.4365808 -0.1370131 NA 10.4733434 9.0033374 8.5139853 7.9679692 9.5435864 13.6338729 11.4186412 3.7374055 10.3972366 12.3521963 10.4235850 2.6702965 1.5998890 NA 4.2552515 6.9749388 14.8803946 8.7577513 8.1218764 12.3999903 NA 9.3607856 9.2203537 10.4995583 10.0118340 7.3223104 11.8417633 9.5914212 11.2491555 10.7294914 5.3654336 10.0041894 8.9352897 5.4521968 6.6902872 10.4600552 -0.9289400 0.0185870 0.0230690 0.0711700 0.0571240 -0.9297000 0.0456310 -0.0078183 -0.0393310 -0.4612600 -0.4612600 -0.4612600 -0.4579500 -0.9478500 -0.9478500 -0.9379200 0.0185870 0.0460560 0.0567640 0.0567640 0.0567640 -0.9141300 0.0711700 -0.9311500 -0.9311500 -0.9378100 -0.9361900 -0.9361900 0.0456310 0.0456310 0.0068681 -0.9654800 -0.9238000 -0.9464600 0.0206870 0.0545830 -0.0393310 -0.4612600 0.000 0.000 0.000 0.000 0.000 0.000 -0.924 -0.948 -0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.929 -0.929 0.000 0.000 0.000 -0.983 0.000 0.000 0.000 0.000 -0.927 -0.927 0.000 0.000 -0.945 -0.945 0.000 0.000 -0.913 -0.913 -0.936 -0.936 -0.461 -0.461 0.000 0.000 0.000 0.000 0.000 0.000 -0.924 -0.948 -0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.929 -0.929 0.000 0.000 0.000 -0.983 0.000 0.000 0.000 0.000 -0.927 -0.927 0.000 0.000 -0.945 -0.945 0.000 0.000 -0.913 -0.913 -0.936 -0.936 -0.461 -0.461 11.211109 11.489403 10.935066 11.298778 9.785766 NA 1.085357 9.692128 10.521517 NA 8.258111 2.862927 8.614478 9.142157 5.626699 6.117176 6.381259 4.427720 6.272326 8.205749 14.548832 8.748630 1.978415 9.071574 10.387802 11.366097 4.365434 1.599889 10.980360 6.613362 12.122866 4.487422 5.801534 7.755729 10.658703 10.774575 9.114022 9.418801 9.159085 NA 10.651652 8.760779 8.512789 10.854692 6.065874 10.163668 9.640463 6.805449 2.801531 9.243755 9.078871 13.773264 10.021964 9.886226 13.302332 12.972329 5.885301 8.586310 10.245197 5.477645 10.086533 10.227433 3.407258 5.626699 13.414482 6.417522 10.003337 -1.722134 -1.722134 10.246998 7.480095 12.004296 8.585172 13.211247 8.981010 8.834477 5.766373 8.121892 8.246638 10.637995 11.167728 11.538450 13.208062 10.700036 2.447897 10.351778 9.532409 11.600744 9.865280 8.635523 8.405966 9.345406 12.648999 8.736378 10.978623 6.608888 5.110860 6.737403 14.174492 10.586026 12.711883 7.888996 -1.722134 NA 9.178083 12.065772 10.754672 7.132840 11.177895 10.8853016 12.8255285 10.9375212 11.6210181 4.3654336 11.7679446 9.8825245 4.8171320 10.6929207 11.1969239 3.5258935 8.2765618 12.4048959 9.8025130 11.1067028 8.8889962 2.2779847 13.3245837 6.6962874 7.5115906 6.6461281 6.8132463 9.6692148 9.7063314 9.2401442 8.9173118 2.6702965 7.1998117 10.6432001 9.7296975 11.3450694 9.6793840 12.0878398 10.5865947 2.3654406 10.5226323 5.7857650 13.0935602 8.9635961 5.7374028 9.4770301 9.6442224 13.3555797 2.2779847 9.7203965 1.8629472 11.8704283 11.1710831 10.0576906 12.2275244 11.4950201 6.0058917 10.9552504 10.4714966 10.8839113 8.9468563 9.9879166 10.3281600 NA -1.7221342 NA 8.6767149 9.1363952 8.5258986 0.2779847 9.3607856 8.2175506 11.1733571 TCGA-UW-A72H 48 0 NA 1153 kidney stage iii t3a nx NA 26-3-2015 male 2011 NA yes NA kidney chromophobe yes 30 1980 white not hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UW-A72I 50 0 NA 26 kidney stage i t1b nx NA 26-3-2015 female 2011 NA yes NA kidney chromophobe yes 25 1986 white not hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UW-A72J 42 0 NA 1205 kidney stage i t1b nx NA 26-3-2015 female 2011 NA yes NA kidney chromophobe yes NA 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44 0 NA 1327 kidney stage ii t2 nx NA 26-3-2015 female 2002 NA yes NA kidney chromophobe yes NA NA white NA 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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3614 kidney stage iii t3a nx NA 26-3-2015 female 2004 NA yes NA kidney chromophobe yes 15 1978 black or african american not hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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TCGA-UW-A7GL 47 0 NA 3130 kidney stage ii t2 nx NA 26-3-2015 male 2005 NA yes NA kidney chromophobe yes NA NA white NA 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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kidney stage ii t2 nx NA 26-3-2015 male 2006 NA yes NA kidney chromophobe yes NA NA white NA 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UW-A7GR 44 0 NA 3109 kidney stage iv t1b n0 NA 26-3-2015 female 2005 NA yes NA kidney chromophobe yes NA NA white NA 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UW-A7GU 75 0 NA 1644 kidney stage i t1a nx NA 26-3-2015 male 2008 NA yes NA kidney chromophobe yes NA NA black or african american NA 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UW-A7GX 45 0 NA 1266 kidney stage ii t2a nx NA 26-3-2015 male 2011 NA yes NA kidney chromophobe yes 10 1991 black or african american not hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UW-A7GY 57 0 NA 1032 kidney stage i t1b n0 NA 26-3-2015 female 2011 NA yes NA kidney chromophobe yes NA 1973 white not hispanic or latino 351.26.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-UZ-A9PJ 78 0 NA 0 kidney stage i t1a nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0575069 9.9364504 7.4223878 2.0163893 12.6138892 9.9993147 12.5869151 -1.3054318 1.0534589 6.2180294 4.1207335 7.3668922 10.8533924 8.9316771 11.3535711 12.9035397 10.4819617 9.2586167 7.8314580 10.5010168 8.0974791 6.4758274 9.7154471 2.1539026 6.2101667 NA 0.2794119 10.8237502 9.9700097 8.6602516 3.4493501 8.7951296 9.3879542 10.4266346 8.2999466 9.9262883 8.7415910 5.0343170 9.8276093 10.2500149 4.4758242 7.5114506 NA 10.3450702 10.6577245 1.0164250 9.1982928 7.7415910 9.3128526 10.5245862 7.7819301 5.1538985 11.0500660 9.2971660 7.7470355 2.1539026 3.0163893 9.3210888 8.8505504 5.2643225 4.1539026 9.4468478 0.2794119 10.0214584 10.4609961 6.9184685 10.4404943 14.2987308 10.0974793 7.9659303 15.4533410 8.2490561 11.2911229 4.7819314 10.2007748 8.0365418 0.6944791 3.9518582 9.6859890 9.6429293 8.7154473 9.8276093 10.1446474 8.0803294 9.3642380 6.7497501 12.7861505 11.4312918 -0.3056101 11.5642538 9.6108691 7.3128530 NA 5.4626511 12.6280656 8.5540021 9.0814075 8.4692543 9.8461180 11.0239832 8.6237257 7.1485193 -1.3054318 9.1363739 -1.3054318 NA 9.9976771 2.3948982 8.4223878 9.3633522 9.7977551 8.9647625 9.6888206 9.4035511 11.2413978 9.4864441 10.1497944 14.7747226 1.8643744 10.7131924 11.1495375 10.6110931 9.4535231 10.3602472 NA 0.2794119 NA 0.6944791 7.5923128 13.1217145 11.6972822 9.8082093 9.5809260 10.5050388 -0.3056101 8.6616933 2.7819262 11.4013948 10.0520191 11.5568333 5.2180294 6.1123206 10.2495355 6.2258495 4.0867838 6.0163960 0.6944791 9.1080950 13.1963044 10.1202075 12.4947604 8.9063555 8.2887918 9.9536219 7.8029919 10.7578319 10.0426420 8.9232859 10.2633733 10.2072569 10.2145948 8.6207631 12.3806394 11.3333555 11.7822615 9.4709002 9.1579916 7.6029497 11.9228349 8.9364504 10.2883251 8.7524589 7.6717470 -1.3054318 8.2490561 10.4514404 -1.3054318 8.6321351 10.8603163 9.0596960 10.5387806 9.3008723 10.2437706 11.7126674 10.2990203 9.3196005 3.2794267 8.1863203 10.0558627 -1.3054318 9.8743763 9.3338079 6.4087119 12.4416112 10.9289852 9.7885448 10.2360478 9.8910693 9.7645882 10.7617469 9.0186478 10.6652920 8.6103465 3.0163893 10.6888206 3.2180217 1.5018213 6.8793431 3.5524509 10.4888830 1.0164250 7.4189809 6.2216316 2.5018213 NA NA 11.7386905 10.9151478 10.8947527 11.8981210 7.6369820 9.7554333 7.3699654 8.5194259 10.7662647 10.8975092 8.8276095 10.1207319 11.4172747 5.6133313 8.4823695 -0.3056101 NA 10.0315315 8.1038580 9.1332591 8.3526786 9.8996495 12.4228129 8.3598031 3.4493501 10.7514435 13.4091957 10.3566904 NA 4.2107941 NA 0.6944791 7.1661420 15.8108010 9.7409092 7.8818194 11.4298116 NA 8.8593742 8.8427913 9.8511823 9.7639169 6.3666807 11.6726413 9.8185884 10.3437234 10.0439088 2.0163893 9.8372124 8.9833331 5.0879847 7.4293465 10.7957863 -0.0084385 0.0076392 0.0034687 -0.0060904 0.9846400 -0.0366740 -0.0085766 0.9176400 -0.0519910 0.0526680 0.0526680 0.0526680 0.0627010 -0.0084385 -0.0084385 -0.0084385 0.0076392 0.0027374 0.0027374 0.0027374 0.0027374 0.0024969 -0.0044407 0.0000000 0.0000000 -0.0366740 0.0043458 0.0043458 -0.0042929 -0.0022168 -0.0022168 0.0047190 0.0047190 -0.0055375 -0.0096806 0.0027745 -0.0519910 0.0526680 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.918 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.918 0.918 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.000 0.000 0.000 12.112715 12.399668 10.948315 13.307624 9.695875 NA 3.338325 9.727202 9.983241 NA 8.366893 8.592313 9.308257 10.923286 4.186318 4.781931 7.060789 8.124919 5.170201 8.157992 12.874532 9.882438 NA 9.212137 10.202757 10.313312 6.671748 14.152521 10.464718 7.570984 11.888438 4.501821 7.849285 8.984486 10.587389 10.095880 9.5877687 10.3192626 9.1415503 -0.3056101 10.9624242 9.1943131 7.9208792 11.0415348 2.5018213 10.1379288 8.7619016 6.0431957 2.6944568 9.6229856 5.6831518 13.3971810 10.7602199 9.6965790 13.9870404 12.8038898 7.4189809 7.5493357 10.1863203 2.8643942 10.6717471 9.7112755 1.0164250 4.8029893 13.9521128 5.0343170 10.2214554 -0.3056101 -0.3056101 9.4164207 8.4510235 13.8770167 9.7997210 14.7747226 9.0443012 9.2971660 5.9951408 12.9034635 11.3931718 13.2416027 11.5568333 12.9835495 12.0397338 10.6336790 -1.3054318 10.6095996 10.9792913 10.7669347 9.1712133 8.6207631 7.9232859 9.7292661 12.8263241 7.0298570 11.7239269 6.5336708 5.8029919 9.2934500 13.3599663 11.0013833 12.7415059 9.3677762 NA -1.3054318 8.5832103 12.5107509 11.5124161 7.7845799 10.9813137 11.4117152 12.7547409 10.4819617 10.5010168 4.6717463 11.6781733 9.7938149 2.3948982 9.6993899 11.9867816 4.4758242 9.9435806 11.9973717 9.4061342 11.2384656 10.0743870 2.3948982 15.2179832 6.2811567 6.4692543 7.9944994 5.3949085 8.7415910 9.7354418 9.3256443 8.8959908 3.0163893 10.5170380 10.3743870 9.9196747 10.5214128 9.4953670 11.4983964 11.8774822 2.5018213 10.4998080 0.2794119 12.8084258 8.9352585 7.0781711 8.9063555 9.0241850 12.6949074 1.8643744 9.3783391 -1.3054318 10.4514404 10.8496016 10.5356383 12.4416112 11.1096808 9.7911823 10.6652920 10.6753207 10.8207974 9.2461755 9.9647625 10.4300232 NA 0.2794119 NA 9.2718960 11.1155668 9.2461755 0.6944791 8.8593742 8.3896954 11.5228020 TCGA-UZ-A9PK 71 0 NA 1826 kidney stage i t1 nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.9075107 10.0659973 8.9182019 0.2516888 12.7208149 10.3287380 13.1631987 -1.3331525 1.6703418 4.6667168 5.4740758 6.5796086 10.2680259 8.2997145 12.2138549 12.5663596 10.0798184 8.5153423 3.3105728 11.2544969 8.1261510 5.2666329 10.8246979 -1.3331525 5.8164666 -0.3333343 5.1096614 10.6761981 10.2251401 8.6339455 4.1902830 8.3338311 9.2375238 10.3435581 9.9364305 9.7415299 8.7097466 4.6440005 6.5974567 9.5930153 5.9521215 10.5278063 8.9205669 9.4924733 9.9892110 3.3671614 9.6660148 8.2213082 10.0303067 10.6407755 7.6004103 5.2814275 11.2513625 8.6488860 7.8341373 6.4676186 3.0590437 9.1003049 9.0043413 4.8761731 7.4149127 10.4480791 NA 10.3164247 8.9682155 7.6723440 8.9670605 12.7663960 10.1281988 9.0718608 15.7024958 8.6849197 10.9861093 5.2058773 10.3298327 8.1505353 3.0590437 4.8899505 8.8688432 9.4716571 8.8240664 9.6165461 9.3988869 8.8049912 9.0761104 6.4282714 12.7598893 11.6890872 NA 11.9528440 9.5372537 8.0087939 NA 6.8712905 13.2019948 8.5309057 8.2422586 7.9727811 9.6842239 10.7052955 8.0971720 7.9011058 NA 8.0242715 -1.3331525 NA 10.1759996 0.2516888 8.0697312 10.0406721 9.3505912 8.1902815 9.8997398 9.2203486 11.3430313 9.2638408 10.2413129 13.6757607 -1.3331525 10.0877323 10.6621332 10.5285818 9.7022058 10.0987393 NA -1.3331525 2.1261469 1.6667112 5.5615369 12.8517497 11.7220018 10.1127688 9.9886475 11.1915060 3.1902830 8.4980266 3.6209148 10.7438689 11.8932821 12.1073888 6.6667197 9.1261510 10.6205520 7.1220463 5.7328092 5.8265917 -0.3333343 8.5137769 12.4615414 9.7601369 11.9092981 9.5067104 7.7381815 9.8583956 7.8088265 10.2058104 9.5675861 9.2241831 5.1902830 9.8129634 10.8819490 8.0286631 11.8653179 10.8955381 11.5365060 8.8391468 9.3809649 8.8492005 12.5981033 8.9358460 9.5840915 9.2924282 8.7752438 -0.3333343 7.1784716 10.3409117 3.8862770 9.0528837 10.6712910 8.4266078 10.8453843 9.1774836 10.3444391 12.0260572 10.1256386 9.0200426 3.7111094 8.4916780 9.7614568 NA 9.8075491 7.0887840 6.5184690 12.1466259 10.9532772 9.3293878 10.2356256 9.7415299 9.0814046 10.9398389 9.5638085 10.7104303 8.6610730 0.2516888 10.4232757 4.7328064 4.3062404 7.2058783 2.7541820 10.5539400 -1.3331525 7.9750586 6.0704988 3.9886483 NA 0.2516888 10.7371758 10.7203059 10.4224416 11.8094647 7.4249422 8.2663162 6.0536175 8.5043475 11.0753145 10.2544970 8.9796024 9.7145249 11.5656986 8.4980266 9.1096630 -1.3331525 NA 10.5082837 7.7192875 9.1912611 8.1764943 10.0585000 12.3624914 10.1937076 3.6209148 10.0384960 14.2569848 9.8773907 0.2516888 4.2814312 0.2516888 4.1585713 5.8858891 14.4407858 10.3114770 6.9796024 11.3813942 0.9886302 9.5332256 8.4982166 10.2832683 9.3302776 6.9288144 11.3861082 9.6638989 10.7647514 10.0778437 3.5247031 9.3364903 9.9081068 4.4927569 7.7121514 11.2894576 -0.00027724 0.31001000 0.70307000 -0.00705760 0.71302000 0.00471900 -0.00360110 0.68859000 -0.01684100 0.14028000 0.14028000 0.14028000 0.14028000 -0.00027724 -0.00027724 -0.00027724 0.31001000 0.70307000 0.70307000 0.70307000 0.70307000 -0.00083160 -0.00027724 -0.00346270 -0.00346270 0.00471900 0.00194180 0.00194180 -0.00360110 0.00263570 0.00263570 -0.00613780 -0.00613780 0.00000000 0.70645000 -0.00332430 -0.01684100 0.14028000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.706 0.706 0.693 0.693 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.425 0.000 0.309 0.309 0.703 0.703 0.000 0.000 0.000 0.000 0.000 0.000 0.713 0.713 0.000 0.000 0.000 0.000 0.140 0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.706 0.706 0.693 0.693 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.425 0.000 0.309 0.309 0.703 0.703 0.000 0.000 0.000 0.000 0.000 0.000 0.713 0.713 0.000 0.000 0.000 0.000 0.140 0.140 11.766725 12.262909 10.528582 13.692983 8.895538 NA 2.914641 9.512210 10.741399 NA 7.461136 8.544770 9.128199 14.528703 5.988648 7.080347 6.251681 8.521588 6.499610 7.824066 12.831705 9.479699 2.573617 9.765409 10.083369 9.827221 5.644000 14.661603 9.595238 7.428271 12.232889 5.512208 6.801146 9.302437 9.478897 9.855926 9.1312651 9.9739202 9.5989342 NA 10.7131614 8.3963402 9.1373783 10.6589497 2.2516888 10.3826814 9.8852826 6.7804610 2.9146411 8.9276390 7.8663918 13.2325950 10.8673116 9.4357307 14.1642594 12.3862152 6.5122095 7.8858879 9.8991403 8.4916780 10.3457596 10.4170076 4.6667168 6.1585733 13.9238494 4.0929854 9.5833453 0.9886302 NA 9.9664998 6.7856604 13.4194136 9.4586961 13.6757607 8.8503547 8.3051552 6.5102008 12.4954509 10.6838758 13.7632698 12.1073888 11.9811610 11.8317834 10.2721989 1.9886302 10.9000395 10.1946851 10.6190967 8.6180040 8.0286631 8.1302436 10.0782303 12.7018621 8.7097466 11.0146175 5.1424543 6.8416449 8.6863100 13.0032713 11.3026642 12.4684278 8.5630517 0.2516888 NA 9.8410210 12.5472595 10.6928693 7.5615369 10.7090628 11.6141737 11.9519771 10.0798184 11.2544969 5.0761101 11.0433874 10.3182197 3.8761731 9.3329433 10.6113143 5.9521215 9.4619474 12.6657399 9.6011475 10.9662136 9.7428669 1.2516888 15.1774372 8.0788868 6.9521215 7.8939743 7.1665648 8.5660765 9.7876052 9.2314977 8.4132171 6.8062712 9.9959551 9.8272212 8.3740783 10.7199666 10.1434656 11.4944591 11.0121247 2.1261469 10.9291079 3.5247031 12.2908968 8.2213082 6.9003391 9.5067104 9.4276638 12.2968727 1.9886302 9.7765500 3.1902830 10.3409117 11.2490966 10.2446202 12.1466259 11.0694650 8.4837029 10.7104303 10.5619160 10.5000048 9.2768214 9.9756272 9.9858270 0.9886302 1.2516888 -0.3333343 9.7375112 10.8847679 8.8190042 NA 9.5332256 8.3302774 11.4910815 TCGA-UZ-A9PL 59 0 NA 0 kidney stage ii t2 nx mx 19-3-2015 male NA NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.1662994 8.7314565 5.8665816 -1.3032939 13.2063089 8.8332772 12.8277107 -0.3032939 2.6610655 7.1145097 4.8864819 8.0542098 10.5299430 7.8514755 11.0044277 11.5279649 10.0943323 8.8090970 1.5040101 11.6272102 8.0185858 6.5608433 10.4175559 1.2816092 6.9958655 -1.3032939 5.6966588 11.6355021 10.6917180 10.0061339 2.9445774 8.7827938 10.2319330 9.8457696 7.7761422 9.6244356 7.9935736 6.9206589 5.4648414 9.1187223 6.7734729 7.3690826 NA 9.4780172 9.4228757 1.5040101 9.0803619 6.9012289 10.4074641 9.6703549 6.7022821 8.2740864 11.5037186 8.7273249 8.6824996 2.7841270 4.8464031 9.1703633 7.7273249 4.0889726 3.9061113 10.2622357 -0.3032939 11.4383353 1.2816092 6.5731745 7.4211029 11.6872934 9.8753224 7.1844975 15.0309134 8.2103850 10.3879650 5.3113687 11.2459610 7.5358617 1.5040101 3.3970910 10.6710722 10.3831581 8.2103850 10.4910734 9.0727830 8.7410516 8.3187096 5.4515441 12.9111285 10.2589000 NA 10.8149499 8.9873791 6.7573540 NA 4.8864819 12.1546797 9.3884012 9.1406371 7.3332824 9.4126196 11.0064182 7.5232059 9.2709010 1.5040101 8.7841205 NA NA 10.2612835 2.5040101 9.4935084 10.4215977 10.3975308 8.7008780 12.1734038 8.0932623 11.7922458 10.2631874 10.7252544 15.8640365 1.5040101 11.5179592 10.1642631 10.9640296 9.8802929 9.6782249 NA 5.8765661 2.1561053 -0.3032939 7.6184986 13.2184421 10.2717241 8.7505834 10.3373544 11.3074518 0.6966171 8.5072293 7.6273953 10.6728637 11.1023309 11.3000243 5.0716983 4.0185897 10.8762557 -0.3032939 5.3831582 4.3405124 1.0185630 9.0004384 12.6337555 10.6472135 12.1170126 8.7801368 5.2665130 10.0862890 8.0298129 11.2962428 10.3472606 9.3396118 6.6796518 10.1061546 9.4582089 6.8413153 11.0970034 11.4336937 11.9441401 8.4730908 9.5834441 6.0473312 12.5696210 8.8194855 9.5631639 8.2084104 8.8577895 -0.3032939 8.6125368 9.7734732 -0.3032939 9.1244000 10.0049967 8.3241913 9.9109768 10.5386150 10.2251117 10.7190254 9.1291995 9.7347672 3.6508564 9.8521083 9.6903036 NA 9.6682012 7.4245778 3.9061113 11.9250254 11.5670223 9.4040167 9.3979640 9.5960145 8.5530832 11.3652590 9.2684103 10.4109032 6.3405142 2.3970910 11.3979641 2.3970910 2.0185986 6.1396005 2.5040101 9.6501266 1.0185630 7.5200246 6.6128950 4.0542060 NA NA 11.8563713 10.9872525 11.1920130 12.0970034 7.3332824 7.6094270 7.0672579 10.1033940 11.1187224 9.6839217 8.2646138 9.2221783 10.5876818 5.7300802 10.2079161 NA NA 10.2839663 7.2740864 8.9457710 8.9182446 11.0670726 9.9121906 7.5007885 5.3260159 10.4186112 13.2393872 10.7127694 -1.3032939 5.0185852 NA 3.0889726 5.3690826 13.7530413 10.7117242 5.6508536 10.3072211 1.2816092 8.8840096 8.6624419 10.4203186 9.1865055 7.1965038 11.5476257 9.8387646 10.1749217 9.5192283 -1.3032939 9.8665826 10.1302430 3.9589447 8.4471973 11.3120574 -0.01560400 0.00944910 0.00037949 0.00458000 3.65690000 -0.01523200 -0.01560400 0.80383000 -0.08226900 0.07641300 0.07641300 0.07641300 0.08507600 -0.01560400 -0.01560400 -0.01560400 0.00944910 -0.00472360 -0.00472360 0.01349200 0.01349200 0.01852300 0.00458000 0.00864920 0.00972760 -0.00991150 -0.00747200 -0.00747200 -0.01560400 -0.01377100 -0.01377100 0.00986690 0.00986690 -0.01243800 -0.05760000 -0.00539920 -0.08226900 0.07641300 0.000 0.000 0.000 0.000 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.778 0.778 0.000 0.000 0.000 0.000 0.000 0.000 0.820 0.820 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.866 0.866 0.000 0.000 0.000 0.000 0.000 0.778 0.778 0.000 0.000 0.000 0.000 0.000 0.000 0.820 0.820 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.9657843 12.5292510 10.6307170 11.8032205 9.0118073 NA 2.7841270 10.3844707 10.3182516 0.2816686 9.9616866 9.2589000 9.0618863 12.3562076 5.1229212 5.6508536 6.2665130 7.5452804 4.9254773 7.5421474 12.8155176 10.4870061 0.6966171 10.0337220 8.7375637 9.5945030 4.9445867 12.9507266 9.1754273 7.1312859 12.6030700 6.1478684 7.0140707 8.9785878 7.9797459 9.5491871 8.833649 9.734205 10.032048 -1.303294 10.056407 9.275974 9.181481 10.128155 3.397091 10.707885 8.926678 7.965784 3.018581 8.196503 5.836209 12.168079 11.063526 8.999297 13.881649 12.421704 5.542147 9.920056 9.148899 3.554638 11.109227 9.951096 2.397091 6.114511 13.478017 4.424580 10.638072 -1.303294 NA 9.564709 6.156089 13.004783 10.231933 15.864037 9.149928 7.869085 6.140347 11.435805 8.668201 13.246923 11.300024 11.983793 11.336450 10.132849 -1.303294 11.328744 7.749226 9.692425 8.778807 6.841315 7.369083 9.895716 12.069659 6.147868 10.283497 6.991278 7.609547 9.148899 13.257177 11.252445 12.095000 9.574709 NA NA 8.407464 11.954782 10.790725 7.754649 9.681076 11.9158261 11.8804480 10.0943323 11.6272102 5.4245795 10.6464843 8.8400408 3.6966616 9.3187093 12.2650080 6.7734729 8.4177568 11.9549145 8.9266779 10.4326367 9.6486707 3.5546380 14.3775665 7.7676641 6.9774288 7.4468625 5.1723915 8.6824996 9.4473645 8.9379617 8.3021371 2.0185986 10.5674076 8.9716180 7.1804731 11.6840993 10.5299430 10.9516862 11.7726381 2.6966616 10.0072704 0.6966171 12.8095165 7.3584358 6.9445856 8.7801368 9.8838612 12.2950591 NA 8.8077931 NA 9.7734732 10.5712548 9.9698704 11.9250254 9.4991740 8.4057414 10.4109032 11.5265785 10.2712512 7.9935736 10.8006011 11.1094921 NA 3.9820627 3.5040101 7.3726144 12.3647481 7.6508536 -1.3032939 8.8840096 7.3223662 10.6303482 TCGA-UZ-A9PM 62 0 NA 451 kidney stage ii t2 n0 mx 19-3-2015 male NA NA NA NA kidney papillary renal cell carcinoma yes 20 1984 white not hispanic or latino 398.27.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.9150952 9.5701572 8.6203034 0.8743642 13.2539078 4.3966527 13.3770150 NA 2.4894402 6.5467741 5.0442761 5.7323289 10.1970282 7.4692959 12.2239987 11.8292722 8.8246619 7.8855762 7.3662024 11.0682849 9.0674634 4.5747857 12.9322278 2.6113140 4.8129500 -0.7105196 -0.7105196 10.3034069 10.0087752 8.1932681 6.0967405 7.4643121 9.7792344 8.8799734 11.5441198 9.6945278 7.9793846 5.9618108 9.0658195 9.4542933 6.6557082 12.0128340 7.7772264 10.8743489 9.1238576 5.0967426 11.0670527 7.7610618 10.5834327 9.5840072 6.7569926 6.9260113 11.5117134 8.7671446 7.8207680 3.7488154 2.9898293 9.1902531 8.3527815 4.2435853 8.3337806 11.0036319 3.7488154 9.9802574 2.0967341 3.6817079 9.2694832 11.9287271 10.1940210 7.5085546 16.6370337 7.2377539 10.5444150 3.8129500 9.9967455 7.6203034 3.3768460 3.4268954 8.8324182 9.9305350 8.5061322 9.7852414 9.7187931 9.7981716 9.2566125 6.4593119 14.1472702 11.9915591 NA 11.7153890 9.6043434 9.1458119 -0.7105196 7.9828733 12.8889506 8.2201239 8.6225417 8.0967415 9.6258929 10.2879768 7.8478072 9.5648708 -0.7105196 8.6247768 NA NA 9.5724748 0.8743642 8.1962770 10.2486639 9.9837442 8.8762262 10.9984702 8.9059351 11.7453018 9.4742618 10.6638825 13.9686466 NA 9.5706906 10.1857188 11.0801422 8.8285453 10.1285902 NA NA -0.7105196 NA 4.6469403 13.7446494 11.6403256 12.1798407 10.5455951 10.8649256 4.7488154 8.6225417 3.8129500 10.2472139 10.5678358 11.1113596 6.3006143 10.4429384 10.7030143 NA 3.2893919 5.6817051 1.6113140 9.5794053 13.0335895 8.8948660 10.2858599 8.7488181 6.0036315 8.2752283 8.0104856 10.3124407 10.6790177 9.2333663 5.3117538 9.0485588 11.3564846 7.3172923 10.8134384 12.3537924 12.1657115 8.7711857 9.4902849 4.8895952 13.2753173 9.0838021 8.6966543 9.3821435 8.6292364 NA 6.9114387 9.9854846 0.2893623 9.3723072 11.0829897 7.3979107 9.8109869 8.9776368 10.3041043 11.9889589 11.3183284 8.9018495 3.1962765 8.2493885 9.5061322 NA 10.0910947 7.5840072 5.3337815 12.7329775 11.5747886 9.2186448 10.4866031 9.0691057 9.3214321 11.3182559 9.5206075 9.8883694 8.7812394 3.6817079 10.1111603 2.6113140 2.7488262 7.2435825 1.6113140 10.3715354 0.2893623 9.2022757 5.8129474 3.7488154 NA 3.2893919 11.7696717 10.9837443 10.6502335 11.4508332 9.3514324 7.3768495 6.9029913 6.9114387 11.2999145 9.4530360 8.8818435 9.2964136 9.6447374 3.5373085 9.3728657 NA NA 9.9538337 6.9404381 9.1473675 7.3172923 10.0291670 11.9309866 10.4404030 3.5373085 9.0342201 12.6251954 11.0202811 -0.7105196 3.1962765 2.8743445 NA 4.9040939 14.6165881 9.3926742 6.2201229 10.7286978 -0.7105196 8.9828733 9.1302902 10.5988628 9.4530360 6.4289380 11.3781746 9.8109869 10.8691737 9.0559152 2.7488262 9.0999582 9.6763267 3.7488154 5.6141974 11.6342371 0.00124810 0.00652620 0.39065000 0.00027728 1.05820000 -0.00857660 -0.00526100 0.51072000 -0.03013100 0.07959100 0.07959100 0.07959100 0.07959100 -0.00912310 0.00124810 0.00124810 0.00652620 -0.00263220 -0.00263220 -0.00263220 -0.00263220 -0.00415460 0.00027728 -0.00429290 -0.00429290 -0.00857660 0.00221930 0.00221930 -0.00526100 0.00000000 0.00000000 -0.00164480 -0.00164480 -0.00360110 0.51594000 0.00041593 -0.03013100 0.07959100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.391 0.000 0.000 0.000 0.000 0.000 0.000 1.043 1.043 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.516 0.516 0.511 0.511 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.391 0.000 0.000 0.000 0.000 0.000 0.000 1.043 1.043 0.000 0.000 0.000 0.000 0.000 0.000 11.0550869 11.7749642 10.5817081 14.2206779 7.6203034 NA 0.2893623 9.5851554 11.0466556 1.2893623 9.1063700 8.3089770 8.3900485 15.8646893 6.9898259 8.6709292 6.9828738 5.6817051 7.9077722 6.5182046 11.3361694 10.2666663 2.8743445 10.0333792 10.1010742 9.3635279 7.3821433 7.0641737 10.0517684 6.7732025 12.4798269 5.2435815 7.8324185 8.5585129 8.4542931 9.7681560 9.1489211 9.8939396 9.7467672 NA 9.7008974 8.7364696 10.1910075 9.5620163 2.6113140 10.6208632 8.9653433 7.0308536 5.2435815 8.6730907 4.3337815 13.2113203 11.3310456 8.8227161 12.8007684 12.5362754 6.1597503 8.5538289 10.2319010 10.0027730 10.2673818 10.9305350 3.9332421 3.6113140 13.9069113 4.6469403 9.3020110 0.2893623 NA 10.8766951 6.5747888 12.7764727 8.2435829 13.9686466 7.8554404 7.5885947 5.1938703 12.9558323 11.8983342 14.4478383 11.1113596 11.7854912 12.1745108 9.8892992 -0.7105196 10.8497193 9.0575708 10.9022549 7.7971810 7.3172923 6.5373132 10.0723847 12.4941103 9.2652343 10.8729393 4.1962765 6.1597503 8.4057303 14.1554642 11.6671392 11.6087763 8.8535360 NA -0.7105196 8.4767385 12.8776326 9.7229093 6.0575716 10.1628305 11.8353162 11.6741702 8.8246619 11.0682849 4.9898248 10.2858599 8.9688666 4.4593136 9.0291671 10.2239471 6.6557082 6.8439751 11.7597911 9.1842042 10.7281783 9.4593113 1.8743642 14.8179626 6.6667708 6.0442739 7.3841500 8.0308536 8.2893863 9.5242038 8.9432884 8.9846147 8.5254006 11.3300186 8.8458924 7.7281783 11.1214853 10.5643468 10.1566651 10.7008974 2.0967341 10.7182699 0.8743642 12.2059116 8.0442739 6.9618120 8.7488181 9.5978505 12.0209176 4.9618131 9.5170024 -0.7105196 9.9854846 10.5982942 9.8837111 12.7329775 11.4314935 8.2377535 9.8883694 10.9736967 10.3582654 7.9898259 9.7072388 9.9582714 3.4593136 -0.7105196 0.8743642 9.3172923 11.2565190 6.7405971 3.0967341 8.9828733 8.9368449 10.3801605 TCGA-UZ-A9PN 54 0 NA 667 kidney stage iii t3 nx mx 19-3-2015 male NA NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 398.27.0 NA NA 1 3 4 2 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8275174 9.9077894 6.3526526 0.1302720 12.3125511 7.4409339 12.9153039 -1.4548224 2.9417261 5.6113878 8.2387845 8.3970465 10.3348314 7.7692997 12.0144307 11.1927561 10.6972655 8.3445791 7.9159851 11.2010520 8.0129033 7.8980251 14.2268655 4.0047261 5.7252067 -1.4548224 2.2457390 10.4156623 10.0888129 9.0471348 5.6848496 8.5924215 8.9214229 10.4313753 10.1760199 9.7920383 9.4241150 7.1302606 9.4965824 9.7686961 5.8490785 11.1907310 8.1358847 10.0644425 9.5516237 2.4522000 10.2621172 8.4878123 10.5261513 10.3180246 7.8490785 8.9578676 10.2067552 8.4878123 8.4218145 7.8306996 2.7152125 9.5600156 8.0190035 4.8307015 5.7449710 9.9435069 6.5896916 10.6154186 9.5118030 6.4760349 10.0067362 10.1269690 10.8536367 8.5225776 14.9514362 8.4506846 10.4370813 4.8490785 10.7929285 8.0129033 8.9546887 3.4032814 8.3315673 9.8473653 9.0047292 9.4187417 9.7301731 8.2901313 8.9757503 6.6380550 12.6707111 11.4591220 3.6327568 11.4740011 10.4353605 8.7276921 0.1302720 10.4506846 11.3564717 9.0766791 9.3582771 7.7596166 10.2504981 11.0276015 8.3018542 8.6540703 -0.4546246 8.8806880 -0.4546246 NA 9.5738944 5.7152235 8.6100404 9.8462222 9.7614372 8.3167870 11.5098190 9.8126696 11.3673307 9.4148915 9.9088849 13.4738623 5.2595437 11.0316123 10.9483097 10.5034879 9.9647312 9.8330101 NA 0.1302720 1.8672244 NA 7.1819225 13.5319841 8.7656760 12.1127785 9.2663968 11.3534574 4.6113849 7.2212546 6.3200839 10.7825076 11.8816648 11.6176799 8.2106334 6.5676656 10.9872044 5.4994951 4.2177193 6.4032779 1.7152345 9.1544764 13.3898563 9.3307502 10.4244979 9.4559403 6.8984442 9.9903125 8.4048325 10.3397948 6.8984442 8.6616417 8.1056304 10.0110324 10.0371507 8.6655356 11.8301218 11.4183572 11.7568818 9.5045751 9.5565250 4.7524114 12.8367562 8.9397605 9.5544265 9.3332003 7.7252067 -0.4546246 9.1396222 10.2088558 6.8976507 7.5709076 10.7264500 7.8399187 10.7629525 8.7596169 9.8445057 12.3647783 10.7449700 9.2887858 4.3781856 8.9788832 10.1250850 -1.4548224 9.6413538 9.0931561 6.8260679 11.8153009 10.1909562 9.3750203 10.8948553 10.3397135 8.7202234 11.2508804 9.4870789 10.6806864 8.0668981 5.2595437 10.5907161 7.4671384 3.9376175 8.0411526 3.4032814 10.2530881 3.4032814 9.0421516 6.4115262 4.6327626 -1.4548224 0.8672639 11.2348589 10.2727927 10.7869830 11.5249015 7.3266578 9.2175817 7.1538114 9.8485076 10.4191262 10.4712229 9.0521012 9.8995471 11.8909801 8.2968419 8.8784532 0.5452765 NA 10.3997765 7.6354098 9.3192609 8.0047295 10.3578761 12.5913985 12.3511423 0.1302720 10.1668917 12.9906359 10.7264500 NA 2.7932300 1.5452765 1.3526455 7.3750203 13.3842553 9.6019355 8.3622814 12.0310012 NA 9.6446455 9.0622683 10.5168412 9.4032786 7.2698112 11.3714489 9.5600156 10.3817426 9.9982854 6.5053003 10.0605046 9.6848491 4.6877102 7.6567202 10.9000980 0.0037978 -0.0086637 0.4701500 -0.0158280 0.4864700 -0.0184400 0.0075804 0.0789810 -0.3891300 -0.0016117 -0.0016117 -0.0016117 -0.0016117 -0.4520700 0.0000000 0.0017891 0.0199740 0.0085257 0.0085257 -0.0129190 -0.0129190 -0.0358810 0.0118700 -0.0147030 -0.0094917 -0.0184400 0.0185750 0.0185750 0.0100580 0.0074122 0.0074122 -0.0156910 -0.0156910 -0.5005500 0.0355900 0.0017155 -0.3891300 -0.0016117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 -0.427 0.000 0.000 0.000 0.000 -0.479 -0.459 0.000 0.000 0.000 0.440 0.000 0.000 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.427 -0.427 0.000 0.000 0.000 0.000 -0.479 -0.459 0.000 0.000 0.000 0.440 0.000 0.000 0.000 0.000 0.000 0.000 0.486 0.486 0.000 0.000 0.000 0.000 0.000 0.000 11.0298689 11.5421242 10.1396223 11.6054870 9.4641610 NA 4.0371538 9.1255563 10.6843598 -0.4546246 8.4951243 5.4760349 8.2212546 12.6943302 7.5139644 7.4094834 5.7644656 7.8649698 7.5481129 7.5396513 10.9959934 10.6170952 2.8672244 9.7045383 10.0196476 10.0210310 7.7102044 12.1400888 10.1208369 7.7051693 12.1616064 5.5896916 7.6822889 8.8683525 8.5254374 10.2075210 9.7076891 10.2026161 8.7363569 -1.4548224 9.9573382 9.3291144 9.5821582 10.3510416 4.3001823 9.9866857 9.5551263 7.1855425 6.6274463 9.5189950 8.1340124 13.1271455 10.8587476 9.6944096 13.2832315 12.6462063 7.5339822 10.6364024 10.1400888 7.4461644 10.2892905 12.6162572 6.4094843 9.2061848 12.9490420 5.6538224 7.2035095 5.5676641 -1.4548224 10.1288507 8.3542617 12.6094510 9.9814887 13.4738623 9.2106336 7.9736578 6.1601538 10.9135313 10.9851285 13.5928902 11.6176799 12.0954432 12.3876480 10.5759648 0.5452765 10.8823620 10.7133429 10.6227810 8.9610395 8.6655356 7.9736578 10.0989269 12.0263403 9.6732919 11.1103950 5.8490785 7.3364601 6.8073923 13.1499285 10.8138397 12.6678830 9.1189450 -1.4548224 -1.4548224 10.5526754 12.6181002 11.4780236 6.8214220 10.8202581 11.124849 12.153553 10.697266 11.201052 6.911620 10.421431 10.244870 6.152628 9.860447 11.602408 5.849079 8.059025 12.104503 9.101804 11.220593 9.431756 2.632757 14.015194 7.558062 8.051109 8.212108 8.393921 8.588325 9.575275 8.179546 9.036028 4.245739 11.151240 9.740670 8.967362 10.407548 9.902300 10.180562 11.066653 3.245739 10.165976 7.418741 12.928576 8.930081 7.674581 9.455940 10.074821 12.580526 5.053094 9.411031 5.911620 10.208856 10.860730 10.341337 11.815301 10.679082 9.029114 10.680686 10.581471 10.617541 8.174654 9.732031 10.083972 5.735121 2.245739 9.460430 9.799736 10.862317 8.875094 0.130272 9.644645 8.313482 10.942437 TCGA-UZ-A9PO 80 0 NA 0 kidney stage i t1a nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 40 1950 white not hispanic or latino 398.27.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8030518 10.2483951 7.1500438 1.1056781 12.7372816 9.1408201 14.5365923 NA 2.8754262 8.5732552 6.1056487 6.1609323 10.4866519 8.0771933 11.5997554 11.6592791 9.6331267 8.8968128 5.9882939 10.8988467 8.8605373 4.6292109 10.9609076 -0.8943219 4.4979700 NA NA 10.6948328 9.9959141 8.0914920 4.2349304 8.7166748 9.1028292 9.4936671 10.9752436 9.8344206 7.9943930 5.3151025 9.3852604 9.8984401 2.5650853 12.1498731 7.4632015 10.4082888 9.0685459 3.7495021 10.5287657 8.1112745 9.8935524 10.3040948 7.3053221 8.5423614 11.2100389 9.1997275 8.5319144 3.8060869 5.2141753 9.5854300 8.3606786 1.4275525 7.8335701 10.6769284 NA 10.2174376 4.6906126 7.7313584 10.3724304 11.5632872 11.0681844 6.4893535 15.5197734 7.9667367 10.6438387 4.3910528 10.1028292 7.4893543 2.4275794 3.2755733 9.3700923 10.3659813 8.9729284 9.3991215 9.6477144 10.4065743 9.3594972 5.6906126 13.8015849 11.4275779 NA 11.1764416 9.7782520 6.8935527 NA 6.7203592 12.9013851 8.2730678 10.1196703 8.3077737 9.0857892 10.5990049 8.1140786 12.1511945 -0.8943219 9.3700923 NA 6.9130043 10.1294041 1.4275525 7.8198955 10.5854301 10.9554458 8.6906123 9.7939001 8.6213497 12.0576120 9.2905251 10.1175758 13.5260048 2.4275794 10.8047060 10.7917125 11.0334278 9.2284777 10.7540073 NA 0.6906406 1.6905959 -0.8943219 5.4094317 13.7797869 10.5208634 12.4322197 10.1189725 10.6877918 4.3535774 8.1056498 4.9882939 11.2352548 10.8017480 11.1591685 7.2655213 10.2089376 10.8812601 2.6906182 -0.8943219 5.9130043 -0.8943219 8.7166748 13.2545235 10.2899053 10.4527174 9.0743165 3.3535774 9.3452482 7.4763371 10.5018800 14.2054496 8.6233193 3.8060869 9.3895369 11.7685407 8.1000031 12.2569835 11.7006741 12.3771128 9.5516992 8.9775550 8.5950161 12.7641960 9.2413590 9.5402780 9.0363871 8.5298163 NA 7.0363868 10.1404488 NA 9.7383360 11.0155429 8.2655213 10.5869447 8.6602388 10.1831331 11.1774473 10.3933621 9.2176071 4.7495075 7.0829293 9.7991367 -0.8943219 10.8399361 8.6544717 6.1390724 12.3344685 11.5345333 9.0110368 10.1112743 10.6409252 9.0971717 10.8849013 9.0957538 10.4048578 8.2680413 5.4806884 9.7231172 4.7203606 2.5650853 8.0914920 3.7495021 11.1848012 0.6906406 7.8738341 5.9025319 4.1056529 NA 2.5650853 11.7242647 10.6477143 10.5671293 11.0645649 10.5070627 8.9837008 6.2302876 8.3416638 10.8352706 10.2942387 9.1771123 9.8301637 11.0315751 7.1984067 9.3547633 0.1056781 NA 9.6486817 7.6134447 9.0185390 8.3077737 9.7212795 11.1276707 9.9000657 0.6906406 9.8513241 11.4885440 9.9266265 0.1056781 2.8060972 -0.8943219 1.9129947 6.8870098 13.0536519 9.2464796 7.3724368 10.3332657 -0.8943219 8.4653995 9.6061033 10.2762008 10.0117888 7.1056498 11.4137043 10.2830694 10.4493907 8.7153642 2.6906182 8.6272501 9.6389796 4.2755733 5.8737025 10.9345796 -0.0034627 0.0137720 0.0047190 -0.0133480 0.6749300 -0.0062286 -0.0049844 0.6253300 -0.0478010 0.1219600 0.1219600 0.1219600 0.1169100 -0.0034627 -0.0034627 -0.0159220 -0.0131480 0.0044853 0.0044853 0.0077783 0.0003473 0.6401100 -0.0142490 0.0024969 0.0024969 -0.0062286 -0.0045695 -0.0045695 -0.0049844 -0.0056757 -0.0056757 0.0000000 0.0000000 -0.0038779 0.6443300 -0.0060257 -0.0478010 0.1219600 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.644 0.644 0.625 0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.652 0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.674 0.674 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.644 0.644 0.625 0.625 0.000 0.000 0.000 0.000 0.000 0.000 0.652 0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.663 0.663 0.000 0.000 0.000 0.000 0.674 0.674 0.000 0.000 0.000 0.000 0.122 0.122 10.8207538 12.1102214 11.2148275 14.4818430 9.3571321 -0.8943219 3.0125329 9.4850283 10.5293750 NA 8.0185390 7.2452009 9.0393405 15.3712832 6.4275777 7.6331267 7.2655213 7.7638610 6.7055633 7.5691743 10.5589204 10.2102486 4.1056529 9.9432777 11.1699378 9.8663697 5.9000650 7.3817739 10.0012251 7.5650815 11.7884184 5.3344682 7.8837271 8.3606786 7.7956475 10.0378646 8.7868881 9.7368269 9.7851299 NA 9.3260281 8.6094754 10.7381907 10.4207993 3.6906071 10.1520918 9.1014169 6.9636313 5.1717393 9.2349328 4.1931094 14.0892669 11.4722452 9.1014169 13.4067887 12.6125772 6.2755751 7.8738341 9.6223347 9.4915122 10.5376697 10.0466974 3.1056446 5.1931133 13.1167897 4.2349304 10.5033244 1.9129947 NA 10.6626347 7.4410402 12.5312591 8.9000656 13.5260048 8.7018394 8.8488013 4.7129809 7.6292116 11.1934441 14.2590039 11.1591685 12.0358327 12.2705567 10.0985881 -0.8943219 10.8181768 9.7240353 11.0789884 8.6389796 8.1000031 7.3817739 9.5287657 12.9109906 9.3712648 11.3071611 4.6292109 6.1056487 8.1957625 13.1041644 11.8021827 12.0667377 8.1445690 NA 0.1056781 8.6602388 12.2755748 10.6971347 6.6525439 10.7102031 11.4267323 12.2403970 9.6331267 10.8988467 5.0363890 10.2284778 9.8008781 4.2349304 9.6054956 11.7615740 2.5650853 8.4936669 11.9534843 9.8571938 10.7060274 9.8829051 2.4275794 14.6573881 7.4886194 6.4632023 7.8373422 7.8935521 8.7868881 9.7102031 10.4602298 8.4298302 7.6213493 11.9605182 9.7824883 8.2780772 10.7943372 10.2515819 10.4850282 11.1858011 0.6906406 10.0474311 3.1056446 12.2660113 8.8721787 7.6213493 9.0743165 9.3240799 12.5491114 4.9385399 9.1431967 1.9129947 10.1404488 10.6635921 10.5266627 12.3344685 11.7751993 8.7404608 10.4048578 10.5266627 10.2705567 6.7495061 9.3817742 9.3151031 0.6906406 3.9636313 NA 9.3630377 11.3460506 8.8771393 NA 8.4653995 8.5107911 10.3541704 TCGA-UZ-A9PP 60 0 NA 16 kidney stage i t1a nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.730847108 9.936884648 6.628088240 -1.591179465 12.518749701 10.853843332 13.486694440 1.408929200 0.809496764 6.613490399 6.023627956 7.180408475 10.576337141 8.257542005 11.589605225 11.687513691 9.934439836 8.464201423 6.598743339 10.866299955 7.886677560 6.397604475 11.067576808 2.578842128 6.183706832 NA 5.618373755 10.944194399 9.994351032 8.812996152 2.993873590 9.244969331 9.573825904 9.812463730 8.808730944 9.833085366 8.968296137 5.739834604 10.507280192 9.967818060 4.868350940 8.582596270 7.506950972 10.975924399 9.373259952 -0.006072079 8.868350631 7.775241536 9.697785111 10.350333476 7.640140075 9.202522286 10.998078626 8.566266049 8.136839403 6.363114995 5.656845275 9.863218348 8.548470534 2.578842128 5.628088240 10.185763244 2.109360559 10.755709721 6.856002151 7.049163515 8.989130490 13.133752595 10.094543813 8.424334278 15.195609833 8.573825904 11.103929796 4.339657631 10.517443519 7.251269364 5.279285561 2.825765279 9.191917172 9.718122527 9.088399228 10.070251788 9.003243542 8.548470534 8.259105795 6.527860110 12.723148210 10.632619121 NA 11.518912906 9.423978537 8.666306745 NA 6.150385015 11.978774657 8.116277934 9.341133831 7.904774294 9.098916910 11.037364581 8.185352196 8.650914234 1.578842128 9.135137224 0.730835562 6.297662820 10.143205258 2.932476983 8.842504348 9.469614957 10.337067239 8.582596270 9.266122420 9.091913737 11.847800550 9.814592399 10.257933111 13.836559253 3.801241448 11.005912428 10.294615465 10.892734809 9.208200699 10.196005378 -1.591179465 9.270006058 0.993855480 -0.591179465 6.757647355 13.811664659 10.975448844 9.956295562 9.954366166 11.071142346 2.315798063 8.280824116 7.445092671 11.260863212 10.098917042 11.737735596 6.757647355 7.130018604 11.346108902 5.351433987 4.023627956 7.049163515 0.993855480 9.008831960 13.173635151 10.771684814 12.127772968 8.803381723 6.568790658 9.186996181 7.914730740 11.048298181 10.941274927 9.427814609 6.309785551 9.869108751 10.458427326 8.368921095 12.764820681 11.114335463 11.990001893 9.808730944 9.381180826 7.914413238 12.147750190 9.212242964 9.540776088 8.525263176 6.796936430 NA 8.841460879 10.144475091 3.181865848 8.989865339 10.812197445 8.525263176 10.418047814 10.312424328 10.469952604 11.271362701 9.686787637 9.533292350 3.932476983 9.105017219 9.700665295 1.216299645 10.007902012 7.826771548 6.102406184 12.409799315 10.710700982 9.526562227 10.426075389 9.347028446 9.360203817 11.041269065 9.111091841 10.381539923 8.598743711 4.363114995 10.763994763 6.363114995 2.932476983 6.030971642 2.801241448 10.321808391 4.868350940 7.276197934 5.556227068 3.963511116 NA -0.006072079 12.014398570 11.203740989 10.880340236 11.787484868 8.380462797 9.512180656 6.476192103 10.271168973 10.886171347 10.635632245 9.159625906 9.747098335 11.976280998 6.506950972 9.508266808 -0.591179465 -1.591179465 9.546550718 7.366021403 9.229895741 8.357286313 10.174205153 12.082559366 10.758200308 2.496385649 11.157740843 12.224002066 10.186585360 0.408929200 5.717256918 0.993855480 4.339657631 6.538201351 15.124358255 10.456042944 7.491068217 11.095857188 NA 8.807662750 9.115354531 10.294234064 9.377585799 6.997633393 11.739415798 9.809798509 10.452629923 9.725766203 4.694323060 9.820959626 9.673948031 4.202817326 7.553602417 10.890213957 -0.0098210 0.0072192 0.0263170 0.0069410 0.0350440 -0.0033268 -0.0276140 0.6790100 -0.1292700 0.0543730 0.0711010 0.0711010 0.0711010 -0.0897550 -0.0098210 -0.0098210 0.0072192 -0.0245010 -0.0048825 -0.0048825 -0.0048825 0.0246860 0.0069410 0.0087502 0.0087502 -0.0281160 -0.0193170 -0.0193170 -0.0257400 -0.0217860 -0.0217860 -0.0129910 -0.0129910 -0.0226090 0.6500100 -0.0100970 -0.1292700 0.0543730 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 -0.109 0.650 0.650 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.644 0.644 -0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.692 0.692 0.000 0.000 -0.109 0.650 0.650 0.640 0.640 0.000 0.000 0.000 0.000 0.000 0.000 0.644 0.644 -0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.6261195 12.3206855 10.6992259 12.3180621 9.5213586 0.4089292 0.9938555 9.9490471 10.5349782 -1.5911795 8.3876296 8.2991833 8.9995060 13.0439569 5.8183112 6.1093585 6.4201455 8.1486998 5.6183738 7.8140607 11.8060589 9.8497882 -0.5911795 9.5082668 9.7126370 10.2555848 7.7708627 12.3128950 9.6256648 8.9854034 12.1080447 6.2669008 7.5433451 8.7274617 7.7285913 10.0083670 9.158788405 10.238245413 9.804453252 -1.591179465 11.100444473 8.933460809 8.148699770 10.628390128 4.453313441 10.423985573 8.885665262 6.608591935 4.453313441 9.468939426 6.721801904 13.170314442 11.007902012 9.415245083 13.598164491 12.769491816 7.063554713 10.462844961 9.713270339 7.173791049 10.565002086 10.265344530 4.363114995 8.001376103 13.801739546 4.190275084 10.440275672 3.363114995 -0.006072079 9.102405921 7.411733836 13.328480723 9.509581445 13.836559253 8.788297451 8.859099272 5.426284885 10.716404509 11.344268274 13.438076824 11.737735596 12.249893595 12.406627785 10.235070270 3.408915617 10.631412089 10.215468690 10.282363118 8.897763489 8.368921095 7.601212170 9.852380629 12.947411129 7.902774250 11.480547325 6.241809682 6.896758640 9.034627864 12.993014221 11.454849325 12.351341915 8.457405916 -0.591179465 NA 7.835183846 12.649635846 10.834848266 7.422939371 10.781512090 11.360750152 12.726614293 9.934439836 10.866299955 4.618373755 10.639539959 8.907768269 4.517445783 9.271556403 12.636212324 4.868350940 9.091035714 12.191189378 9.466910729 10.981856077 9.353631172 1.730835562 15.126528529 8.440096340 6.948077495 7.757758012 6.843546750 9.006971465 9.828352634 9.323304085 8.864246204 4.558665606 10.462844961 9.303736691 9.444405556 11.046223174 10.521032672 11.567370943 11.489570029 3.835186374 9.779606430 4.730846429 12.948889621 8.873464722 7.206580714 8.803381723 9.473634932 13.073421876 3.656850994 8.632920698 1.216299645 10.144475091 10.587804795 10.609511203 12.409799315 10.611961138 9.157950417 10.381539923 10.715550395 10.450663711 7.928555090 10.130018218 10.094105800 -0.006072079 2.578842128 NA 8.690849015 11.157321543 8.759858231 -1.591179465 8.807662750 8.567528716 10.723785501 TCGA-UZ-A9PQ 59 1 2624 2182 kidney stage iii t2 n1 mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA black or african american not hispanic or latino 432.22.0 NA NA 3 3 4 2 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4757631 11.3487051 5.7329285 1.4317834 11.7866384 7.5674466 12.4514494 NA NA 8.3003617 7.1401048 7.9372873 10.6265163 8.2464561 12.2244335 12.9195994 9.5146687 9.0188673 7.5312949 10.0838360 9.2610291 6.4317600 9.2583079 NA 4.2093676 NA NA 9.8574250 10.4293421 8.2915161 3.9098019 8.9841541 9.4651823 10.1107367 7.7303132 9.9609110 8.1828254 5.8628084 11.3824194 10.0279491 7.9687002 7.5610427 3.2682547 10.7858513 8.5462455 -0.3755715 7.8018241 8.5916308 9.6619514 11.5125769 8.1420739 7.1361575 10.9131783 10.2582761 8.8030694 6.7065540 5.5192211 9.4301483 8.8592220 3.2093598 4.0506671 9.9132705 2.9463379 10.1732264 6.0673483 6.7893119 10.4389468 8.9121169 13.3280377 8.1401043 14.3633939 8.0422569 12.5264026 4.4823837 10.2257110 7.6073984 2.6244051 2.2888901 10.5074296 10.6426011 9.2418719 9.9502720 8.6769726 8.3472121 9.5146687 5.8142300 13.6355006 10.1102338 NA 11.8738142 9.9989007 8.0797317 NA 8.4777142 12.7873464 9.2205943 9.8964509 8.7368440 7.2354293 11.1129978 9.1242503 9.9141813 0.9463566 9.3300369 -1.3755715 -1.3755715 10.5507004 2.7943327 7.1440402 10.4028924 10.1157565 7.7118672 9.0145734 8.1202597 11.7707679 10.0102668 10.2709631 13.0481113 2.0838261 10.9792075 10.7391228 10.4812190 7.5901888 9.7716093 NA 0.9463566 5.0838346 NA 6.9005287 13.9594109 12.0021573 10.4184141 10.3772033 9.1980516 1.6243817 8.1866466 7.4220656 11.4523425 9.8496118 12.4024179 6.2682603 6.2537605 10.7940163 6.9863484 4.8532222 2.8723363 -0.3755715 8.3574196 13.3367165 11.1356629 11.4901377 8.7459381 7.7511088 9.8550254 7.0920097 11.0502681 9.6109576 9.3205027 5.0167236 9.4758256 15.0948886 8.2879626 11.7095449 10.4405882 10.3139657 10.4353776 8.1751513 8.5549644 12.5306374 8.1202597 9.8362928 9.1102338 8.2335832 0.6244285 8.8970344 10.7092128 1.6635268 9.2062547 11.3985738 9.0694194 11.4157709 8.8142290 10.6519649 11.6531739 10.3616518 9.0098138 5.9819554 6.0167214 10.6349325 0.6244285 11.3832522 8.5742313 6.1712989 12.5853114 9.5009213 9.6965371 10.3200677 10.4184141 9.7263801 10.9964968 9.3950684 10.5495879 9.0559020 3.3248394 9.8129933 5.4698957 2.4733973 9.0889501 1.4317834 11.4297453 3.9098019 6.9597945 4.8911907 4.8911907 NA -1.3755715 11.6730616 10.0776751 11.3311163 11.9103846 9.5632489 10.2843781 6.6125781 8.8129933 10.2140556 11.3723876 9.8964509 9.3514740 10.3859557 8.9406859 8.8592220 1.6243817 NA 9.2968297 8.5901888 9.4761534 8.8970344 8.6272194 13.3297129 11.7482025 1.4317834 10.4588755 11.0787038 10.5756892 -0.3755715 0.2093910 -1.3755715 -0.3755715 7.3073994 14.3525110 9.2772495 8.1980516 11.5694825 -1.3755715 8.5085748 8.9878603 9.9080716 9.4753725 7.2646490 11.5921711 9.9764478 11.0398821 10.5718990 3.9819531 8.8030694 9.2455406 4.0633649 7.8888473 10.3569959 0.0079595 0.7691300 0.0129760 0.0324650 -0.0102640 0.0048999 3.1509000 0.0348740 0.0108190 -0.2058100 -0.2058100 -0.2058100 -0.1748300 -0.8944000 -0.8865600 0.0079595 0.7691300 -0.8951700 -0.8951700 -0.8951700 -0.8812900 -0.0203710 0.0000000 -0.9029500 -0.9175300 0.0048999 -0.8874100 -0.8874100 0.0084214 -0.8975900 -0.8975900 -0.0030057 -0.0030057 0.0132550 0.0289460 -0.8886400 0.0108190 -0.2058100 0.000 -0.890 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.889 0.000 0.000 -0.887 0.000 0.000 0.000 0.000 -0.896 0.000 0.769 -0.881 0.000 0.000 0.000 0.000 0.000 2.756 2.760 0.000 0.000 0.000 0.000 -0.882 0.000 -0.206 -0.206 0.000 -0.890 0.000 -0.894 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.889 0.000 0.000 -0.887 0.000 0.000 0.000 0.000 -0.896 0.000 0.769 -0.881 0.000 0.000 0.000 0.000 0.000 2.756 2.760 0.000 0.000 0.000 0.000 -0.882 0.000 -0.206 -0.206 9.1460050 12.6397324 10.7108725 13.3227836 10.3675558 NA 4.4317567 10.0935375 10.0712603 -1.3755715 8.0673478 7.4477718 9.5705796 12.8088924 3.2093598 4.6467733 7.4730271 5.9553221 4.4317567 8.8817922 10.3467851 8.9440766 -0.3755715 9.3463582 9.9376276 10.9866223 5.3523242 1.2093910 10.2700628 4.6904953 12.1495423 5.2682622 6.8142287 6.4885905 8.2772493 10.6041869 9.8471994 10.3296049 8.7263800 0.9463566 8.4317596 9.8752950 8.4269209 11.1252463 4.7943275 10.0412020 9.8711450 8.8459915 4.2093676 9.9316052 6.6578272 13.7623162 11.5689335 9.9338808 13.7513509 12.4826769 6.2897404 6.5786006 11.3662927 4.3523277 10.1635633 8.8817922 3.8723363 6.2610286 13.4849580 7.2168613 11.1049422 3.3792882 0.6244285 10.1698516 8.2464561 12.4644939 10.1880774 13.0481113 10.4261128 8.7562614 6.1624779 8.3776214 13.0920100 14.4522681 12.4024179 11.3622856 13.0971587 10.7962068 -1.3755715 10.9367202 10.1852149 10.5267795 9.3514740 8.2879626 8.2879626 10.4974640 12.7117844 5.9005287 11.9628623 7.0337952 7.0167214 8.2790404 13.4498135 11.9959089 13.2128263 7.4761532 NA -1.3755715 10.8565255 12.3648177 11.5910667 7.0210088 10.5146687 11.5833196 11.7899396 9.5146687 10.0838360 5.1479660 10.5184643 5.5901888 5.7741519 9.0454173 12.3298770 7.9687002 7.6578272 11.5608161 8.9281852 10.8021354 10.2501133 3.0167281 13.4315581 6.5139391 6.4698941 6.7492500 6.7012205 9.2112442 10.5934312 11.1432887 7.8265281 2.8723363 11.1589505 9.5350471 7.5282861 10.9648109 10.1346741 10.3658714 10.7877397 1.2093910 9.0113447 5.2093676 12.1370634 8.0899711 6.3658710 8.7459381 8.5044472 12.3488117 -0.3755715 9.1222562 3.5312941 10.7092128 10.2869571 10.8625106 12.5853114 11.1435492 9.3126547 10.5495879 10.0817854 10.3755677 5.5786006 10.0585113 10.2074872 0.2093910 1.2093910 NA 7.4349759 10.8431221 9.6426047 1.4317834 8.5085748 9.0725207 10.2266394 TCGA-UZ-A9PR 84 0 NA 1182 kidney stage i t1b nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 28 1941 white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.33196402 10.11402937 7.68188282 -0.52761621 13.07767717 10.79470381 13.79734803 -0.52761621 1.41727195 7.83217862 4.84747083 7.79435738 10.83656381 8.64610612 11.24824520 11.33079876 10.89369977 8.73217251 5.27978328 10.90914072 8.46395099 6.16591596 9.06768658 -0.52761621 4.08714032 -1.52740825 1.47243578 10.89580776 10.09173209 8.90288185 4.25378510 8.42225571 9.64485671 9.98220415 9.49340917 10.08897807 8.19864737 5.10178452 8.24061343 10.11493216 3.05739828 8.03084974 2.79435348 9.80390605 9.92364021 2.72036603 10.82088067 7.97426658 9.89449388 10.69582761 7.93799579 6.96828433 11.12249361 8.97473378 7.84093587 5.14485399 3.68188774 9.37178601 7.43243082 5.95624488 5.20035133 9.35201252 NA 10.61038088 6.94816279 6.43243166 10.50411663 11.37008558 9.60749714 6.91951290 14.71597508 8.09448100 10.68340487 5.01158956 10.38044645 8.66595444 2.99599096 4.79651989 9.75261999 10.16448662 8.92672859 9.63166982 9.98516966 8.33816231 8.56254162 6.65233878 12.00612390 11.51682330 NA 11.77178029 9.44173660 8.23231731 NA 4.96428310 13.04861823 8.84746864 9.38606661 8.04607628 9.69220277 10.95876142 8.58617138 8.79998191 NA 9.35201252 -0.52761621 NA 10.20332377 3.79435348 8.34125150 9.72627658 9.54456170 8.62344587 10.16591608 9.29181004 11.09248628 9.38830859 10.12527410 15.26807569 -1.52740825 11.08576973 11.78048371 10.53885473 9.70664779 10.48854102 -1.52740825 5.04228537 0.79435348 -1.52740825 7.33661546 13.16613391 10.28099122 8.99304791 9.26359198 10.31123914 5.57045990 8.69522411 3.22730980 11.20735042 10.64391877 11.79517982 7.08713926 6.53312568 10.41567660 4.22731751 5.52771157 5.27978328 1.79435348 8.94207107 13.35764888 9.81949687 12.32242061 9.51750621 7.20713832 10.58844818 7.54657040 10.85490998 11.09196139 9.10542430 5.13064263 10.28667916 10.05268773 8.53312529 12.50171639 11.02941410 12.86118646 9.01932357 9.28380397 6.49407474 11.74826268 8.54389138 9.76819806 9.28941283 9.11988760 -1.52740825 8.32573854 10.45542278 0.47238379 8.92150566 10.89080887 9.21136586 11.05903439 8.76014142 10.24845087 11.15476546 10.60942024 8.97672192 3.75783400 8.50171619 10.00624556 NA 9.57046122 8.74622475 6.72509491 12.54732323 10.62439704 9.31399358 10.07975943 9.71023665 9.58747282 10.97609838 9.02028772 10.79913953 8.40611995 3.55989556 11.16373652 1.47243578 1.64233190 6.39129171 4.04228537 10.33738909 0.05741561 6.79885928 6.20000992 3.75783400 NA -1.52740825 11.74913520 10.76991865 10.85829158 11.96365597 7.62471432 9.76704991 7.41142031 8.28300082 11.02725781 11.01352577 8.98220415 10.18021961 11.00794755 2.37931598 8.74855348 1.79435348 NA 10.14573820 7.62217631 9.07141222 8.12706523 9.94562760 10.22564596 9.39054710 3.33041498 11.37687563 13.34500785 10.16373646 NA 4.55988945 0.79435348 0.05741561 7.31163299 14.39329372 10.04796842 7.81445942 11.02845616 NA 9.24803951 8.89925993 9.86044639 9.41640910 7.48644972 11.42189115 9.93748535 10.37254123 10.00784064 3.17287150 9.68796209 9.04512949 5.83805169 7.38798025 11.24927342 -0.00254200 0.00819590 0.00458000 -0.00650500 1.54210000 0.00110930 -0.00387790 0.76734000 -0.04676200 0.07340200 0.08739000 0.10599000 0.07268400 -0.00180140 -0.00180140 -0.00166290 0.00819590 0.00861350 0.00861350 0.00861350 0.00861350 0.00842750 -0.00069303 -0.00324840 -0.00069303 0.00110930 0.00771400 0.00771400 -0.00387790 -0.00027724 -0.00027724 0.00569190 0.00569190 -0.00183500 -0.00622860 0.01042400 -0.04676200 0.07340200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.542 1.542 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.542 1.542 0.000 0.000 0.000 0.000 0.000 0.000 11.518701 12.722728 10.496876 13.767409 9.715008 NA 2.472436 9.613898 10.159722 -1.527408 8.036579 7.792101 9.345873 13.021131 4.881821 7.038483 7.053629 8.371786 5.186675 8.670874 12.473573 10.131979 NA 9.159805 9.857785 9.907057 4.580953 14.522022 10.259516 9.163300 11.710671 3.995991 7.376311 8.710834 11.219993 10.034672 9.6404745 10.1554238 9.3604112 -1.5274083 10.1858156 8.9122600 9.1045157 11.3548812 3.4266271 10.2443312 9.0658203 6.3304096 2.5598833 9.3092685 5.2003513 13.1919784 10.4306194 9.7773508 14.2279949 12.5598091 7.3942698 8.3397080 9.7403862 5.8474683 10.6107010 9.8239206 1.6423319 3.7578340 14.1210395 5.9642831 8.7612952 -0.5276162 NA 9.4632421 8.4222557 13.1146501 9.9451200 15.2680757 9.1207869 9.4309819 5.8664629 12.5141739 9.2012001 13.2920594 11.7951798 12.9743907 12.0232962 10.6656465 1.9318721 10.4079626 11.0403852 10.4770008 8.9542286 8.5331253 7.9861566 9.9189956 12.6768475 8.5835650 11.5827477 6.7438919 6.9762548 7.9702808 13.3745117 10.6659545 12.6355285 8.4061200 1.2797684 -1.5274083 8.5783376 12.4214351 11.5361495 7.5222779 11.1600235 11.7824738 12.7598530 10.8936998 10.9091407 4.1448540 11.4443319 9.1806509 5.4382130 9.9537240 11.4316740 3.0573983 9.9527145 12.1328407 9.0346716 11.4602261 10.6145362 2.4724358 15.1186785 6.1804781 6.6964307 7.6961657 7.1126741 8.9542286 10.0294141 9.1135778 9.0071016 5.0422854 10.1853860 10.0672203 9.3619330 10.7592757 9.6158124 10.7247990 12.4031665 2.4724358 10.5435563 2.6423550 13.1617098 8.8923892 7.3763112 9.5175062 9.4538610 12.2718120 NA 9.3147794 0.4723838 10.4554228 10.8340989 10.8387514 12.5473232 10.6588530 9.1977954 10.7991395 10.7511690 10.9468474 9.5485767 9.9672848 10.4446910 NA -1.5274083 NA 8.8701039 11.1656657 9.4829574 0.7943535 9.2480395 8.4075941 11.0836845 TCGA-UZ-A9PS 62 0 NA 1585 kidney stage ii t2 nx mx 19-3-2015 female NA NA yes NA kidney papillary renal cell carcinoma yes 15 1982 black or african american not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4329103 9.7138051 8.0726997 5.5929204 13.8653303 8.3410784 12.5203268 -1.4069809 1.4882065 4.8408459 5.0523507 6.3677065 10.5195858 8.1026943 12.1013330 11.3280521 9.6304663 9.2942258 7.5701988 11.2055574 7.1320781 6.6697355 12.0460612 0.5929234 6.0927656 NA -1.4069809 10.4174803 9.9182246 7.8241403 3.7222037 8.5601456 8.8491280 10.6166735 8.1203960 10.3586197 8.0543986 5.8875399 7.9787814 10.1825704 5.6697355 10.8181267 3.6803806 10.5121550 10.2688762 -1.4069809 8.5658991 7.9895239 9.4399765 10.3763267 8.1436659 6.2794193 11.1174071 9.1886336 7.8829383 5.1007128 1.9148324 9.4960478 9.1503830 3.4508945 5.5354340 10.9518451 -1.4069809 10.3381733 11.2202251 4.0847701 9.4066763 12.4765171 10.7196237 6.0847723 16.1130314 9.2177147 10.8352002 4.7827440 9.9366602 7.4099026 3.2367681 3.2811047 8.9905939 9.7628443 9.1164812 9.1589732 9.7279871 9.2313551 10.1741197 6.8265383 14.1618847 9.7590822 NA 11.7099129 10.2224170 7.6263420 -0.4071722 8.5206972 12.8095135 8.1320781 9.0191840 8.5572600 8.2094680 11.6692338 9.5608659 7.2491296 -1.4069809 9.1213734 0.5929234 NA 10.1656194 2.6803919 6.9852363 10.2385777 9.7521598 8.4336973 9.4018834 9.5485692 11.3878569 9.3233894 9.8736900 13.5163860 0.5929234 10.2338194 10.6458268 10.9449627 9.7728284 10.8328161 -1.4069809 1.4002647 1.4002647 0.5929234 5.0023110 13.4357606 8.8060234 8.9349938 9.2591432 10.3982600 2.1778859 8.0987306 8.3561315 11.6522637 12.1009616 12.4026231 5.7925925 7.2933585 11.0402608 3.8023690 3.2367681 7.5673340 -0.4071722 8.9271925 13.5325903 9.9706721 9.9377699 10.2877124 7.9125912 8.6750682 7.4194681 10.1329504 9.3369120 8.1436659 4.5702018 9.7507145 10.9897916 9.1513401 12.0942588 11.6884811 10.1291664 9.6090311 9.0915790 7.9915133 12.8567752 9.3693522 10.2080890 8.1301376 8.5858575 NA 7.1281944 10.6600174 0.1778540 9.1624047 11.2885825 8.4847029 10.5658990 9.2113048 10.2430734 12.1500239 10.1026942 9.2766158 3.8408459 7.7502662 10.5110371 0.9148706 11.1465485 7.4034910 7.0107720 12.4129984 10.2007119 10.0802569 10.8760075 10.8754285 9.4915206 10.5155408 9.0451603 11.0638323 8.4983063 4.7827440 9.6922671 3.5929234 2.4998076 6.7578260 3.1778859 11.2642391 1.4002647 8.4537114 6.2088801 4.0523550 NA -1.4069809 11.6583353 10.8223389 10.2506843 11.4994341 8.0625610 9.2714929 6.4629145 5.7118610 10.4574923 10.7796526 9.4384093 10.0482464 11.1451080 8.7118604 9.0787486 -1.4069809 0.1778540 10.3182854 8.3611033 9.2881474 8.6069396 9.1891090 12.5951189 9.5737729 2.2933705 7.6427680 14.0280034 10.5195858 0.5929234 1.5929234 -1.4069809 NA 7.3577904 13.5879355 9.2122223 8.8748492 11.4986823 -1.4069809 9.7944305 9.3644996 9.9717559 9.8567752 7.0564437 11.3956375 10.1551617 10.7565689 9.7617605 2.2933705 10.0197082 8.9873820 6.2688760 7.7051243 10.1656194 -0.00470790 0.00986690 0.75375000 0.00152550 -0.00830050 0.00319100 -0.03013100 0.67493000 -0.06906400 0.06047500 0.06047500 0.06047500 0.06852200 -0.04170200 -0.04170200 -0.00470790 0.00986690 0.75375000 0.75375000 0.75375000 0.75375000 0.00930980 -0.01381500 -0.00733390 -0.00733390 0.00319100 0.00221930 0.00221930 -0.01638500 -0.82668000 -0.83756000 -0.00069303 -0.00069303 -0.01532900 0.68868000 -0.00926660 -0.06906400 0.06047500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.689 0.675 0.675 0.000 0.000 0.000 0.000 0.000 0.000 0.733 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.689 0.689 0.675 0.675 0.000 0.000 0.000 0.000 0.000 0.000 0.733 0.000 0.000 0.000 0.000 0.000 0.754 0.754 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.546752 12.431631 11.631152 11.998460 9.588686 0.177854 2.052346 9.393819 10.591460 NA 8.227730 5.320838 9.412300 13.590055 4.570202 5.084774 7.166567 8.256477 4.615287 8.902396 11.289669 9.799934 3.499808 9.914847 10.083770 10.471736 4.637315 12.895487 10.843810 8.132078 11.726042 4.680381 7.174120 9.292492 7.088774 10.385709 9.3857095 10.2363245 9.2785440 0.1778540 11.0049597 8.7815079 10.7099129 11.1919022 4.6152868 10.6314953 9.7382146 7.6235867 2.4002647 9.9243961 6.4816622 14.1072326 11.3206270 9.5780496 13.5854151 13.2689275 6.8265383 7.6750686 10.5855036 6.1475082 10.3689410 11.3058760 1.7628590 3.8023690 13.2470517 4.4258084 11.4128987 3.0523463 -0.4071722 10.8614613 9.1928321 13.2217634 10.1199074 13.5163860 9.6929244 9.4122999 6.8457271 7.9460658 12.3269937 14.1214649 12.4026231 12.4211549 11.8132976 10.7043809 NA 10.3917960 10.3565466 10.6023980 9.4423244 9.1513401 8.4431060 9.6889755 13.0560604 7.3775541 11.6672263 6.4998092 6.5701988 8.6856763 12.7649287 11.9199104 12.6646330 8.1946899 0.9148706 NA 9.2502378 12.6946487 11.3475938 7.0191837 10.7167173 11.340063 12.559335 9.630466 11.205557 3.840846 11.418474 8.346136 2.762838 9.565899 9.270278 5.669735 8.970130 12.752139 8.718333 11.268876 9.747737 1.592923 13.727466 7.049849 7.780271 7.980226 5.831325 8.827737 9.985773 10.348846 7.767845 4.374281 10.979051 9.694895 8.267112 10.532498 9.804808 12.056060 11.139090 0.177854 10.152774 1.592923 12.347234 9.308023 7.831324 10.287712 9.161930 11.454200 1.592923 10.020756 0.177854 10.660017 11.219997 10.796267 12.412998 10.467901 8.000187 11.063832 10.232260 10.514228 8.522178 9.528821 10.199324 1.400265 1.177854 NA 9.145588 10.442246 9.546388 1.400265 9.794430 8.772828 11.770027 TCGA-UZ-A9PU 77 1 933 NA kidney stage i t1b nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1360811 10.0727393 9.0876843 NA 12.4675953 7.9185818 13.3260823 0.2142492 2.7822827 6.9512054 5.3571966 7.7404136 10.6821853 8.4996426 11.5069453 12.2374170 10.6282207 8.8948926 5.3157800 10.6753786 7.6377066 6.7073219 10.9884041 2.0887183 5.2439889 -1.3707133 1.6292867 10.5780099 10.3895819 8.5301445 5.8580954 8.6264570 9.1110772 10.7384554 9.4880357 9.9641096 7.9466905 4.8960635 11.5527909 10.2677137 4.2731354 9.7279677 4.9146793 10.4716281 9.5073287 2.8772142 9.5585361 8.4653280 9.6940206 10.4790738 8.1130936 6.8240346 11.0486428 8.5389757 7.6544176 3.1528324 3.3297120 9.3933199 7.6872693 4.8772044 6.6405052 10.0021427 -1.3707133 10.7024151 6.2513290 4.7585590 10.4293323 10.8356817 10.0466028 8.0928021 15.2134769 8.6065577 10.7768007 4.7790233 10.2722319 8.2767363 0.2142492 4.8147504 9.1321095 10.0269523 8.7391085 9.4518486 10.3439525 8.6193818 8.8228031 6.5180205 12.6588238 11.5631527 NA 11.5970444 10.0320127 7.7404136 NA 7.4494566 12.1434986 8.4653280 9.0333550 8.2803295 8.9364786 10.8057626 8.4996426 8.2027356 -1.3707133 9.0194467 NA NA 9.8085648 1.4366416 7.8628977 9.9123660 9.4597929 8.4236937 10.1256322 9.5921737 11.1749880 8.9923172 9.9466904 15.1461012 0.6292867 10.7621212 11.3804033 10.4052994 10.0248118 10.4625632 -1.3707133 2.4366416 1.4366416 1.2142492 6.5240950 12.9233240 10.7630621 10.4915277 9.9106282 10.7653076 2.4366416 8.5451572 3.3297120 11.2663554 10.6036924 11.3194481 7.0172950 8.2142404 10.2118901 6.0887098 4.9330580 7.9691275 2.5361773 10.4841461 12.8137657 10.0748099 12.6206224 9.5607539 6.6899742 10.2067066 7.2366084 10.0876638 10.6777646 8.7430197 5.3435215 9.7282967 10.5725252 9.2776354 12.6391064 11.2901650 12.2549866 9.3841653 9.0761438 4.7618544 12.1802649 8.9455591 9.9724635 9.2677137 9.1350892 NA 8.1029835 10.4342154 0.6292867 8.3452739 10.8298699 9.0333550 10.7624199 9.1674666 10.2870428 11.3271141 10.5369195 8.8539548 3.8387300 8.5149740 10.0466028 -0.3707133 10.1896106 7.4716281 7.1838666 11.9838026 10.7230254 9.1439918 10.2955017 10.1766543 9.3374995 10.9306282 8.7207132 10.6913238 9.2731340 5.2586358 10.3862509 3.2142336 5.4480519 6.2803291 3.6292750 10.5659157 0.9512148 7.7790246 6.0850974 3.6736695 NA -1.3707133 11.4994497 10.3144645 10.7443214 11.8336960 7.9421608 10.0539689 7.3934196 7.6681964 10.7452968 10.7787073 8.9824247 10.0555425 11.8736415 6.2874889 8.9846289 0.6292867 NA 9.5943405 8.0907571 9.0183713 8.1761722 9.6087030 9.8837158 8.6640767 2.4366416 10.5522337 13.9698233 10.4410538 NA 3.0215863 -1.3707133 -0.3707133 7.4007676 15.2544871 10.4794645 8.7073750 11.0007821 0.2142492 9.0140615 8.8594904 9.9152578 9.5384208 6.7220342 11.4745718 10.0644271 10.2695226 9.7425771 2.3297264 9.8854864 9.5027218 5.3879001 7.5426458 11.3993222 -0.00572910 0.01642500 0.79220000 0.00221930 1.35810000 0.00152550 -0.01009400 0.76121000 -0.04428000 0.08160700 0.12388000 0.12388000 0.12388000 -0.00572910 -0.00572910 -0.00318590 0.01642500 -0.00415460 -0.00415460 -0.00415460 -0.00415460 0.00208050 0.00221930 -0.00622860 -0.00622860 -0.00230570 0.00791750 0.00124810 -0.01009400 -0.00013862 -0.00013862 0.00263570 0.00263570 -0.00854920 0.77291000 0.00708260 -0.04428000 0.12070000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.773 0.773 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.358 1.358 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.773 0.773 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.358 1.358 0.000 0.000 0.000 0.000 0.124 0.124 12.3001552 12.1975902 10.5972244 13.3153405 9.5503749 NA 2.7992117 9.6960397 10.2363167 0.6292867 8.0301573 6.9100490 9.2412246 13.5017121 5.1211315 7.0344193 6.7585604 7.1171174 6.2731335 8.4478598 12.1833869 10.1660106 1.9512148 9.1886549 10.1757237 9.9746830 7.0763613 7.5481407 10.4188114 7.1723095 11.7022343 4.8580954 7.5717921 8.3808216 9.2919461 10.0354827 9.4802459 10.0902454 9.2722320 NA 10.3550700 8.8496559 8.3908289 11.1198779 3.0887013 10.1924739 9.3699018 7.6151198 2.8772142 9.4366326 5.1838676 13.4242012 10.9509240 9.8332374 13.9825969 12.8699200 7.5022295 8.9668996 10.0167566 8.2677137 10.3166534 9.6426003 5.1991344 4.2439889 13.2295391 3.9146793 10.3711660 1.4366416 NA 9.9873794 9.2695227 12.7425315 9.9129449 15.1461012 9.0471302 9.2892736 6.3995779 12.2627271 9.4446611 13.2352780 11.3194481 12.3860425 11.9692669 10.4293688 0.6292867 10.6957033 9.9141018 11.0950992 9.0555425 9.2776354 8.0989195 9.5149742 12.6799767 8.7929276 11.4955907 6.6736723 6.7533986 8.2839139 12.8025613 11.0274870 12.7433454 8.6124992 -0.3707133 NA 8.9238985 12.3367447 11.4075192 7.4996426 10.8261871 11.4460614 12.5206817 10.6282207 10.6753786 4.2731354 10.9755144 9.1771362 3.3841604 9.6919985 12.0242521 4.2731354 8.8215706 12.0858593 9.6647642 11.1711003 10.2753863 1.9512148 14.9176031 6.9927560 6.9238979 8.2730435 6.9646678 8.7739360 9.9001571 9.0010543 8.8104299 6.4366333 11.2041078 9.8890210 9.3824946 10.3995286 9.9945066 11.0381382 11.8105853 1.9512148 10.3677922 2.0887183 12.6166599 9.0576379 6.6349025 9.5607539 9.5482453 12.5901847 0.2142492 9.4163641 0.6292867 10.4342154 10.6654513 10.6547634 11.9838026 10.8913726 9.4590004 10.6913238 10.5077119 10.7224477 8.4779007 9.6743547 9.9724635 NA -1.3707133 NA 8.9364786 11.4400321 9.6278682 -0.3707133 9.0140615 9.0021427 10.9253335 TCGA-UZ-A9PV 65 0 NA 781 kidney stage i t1 nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8031613 8.8861130 7.0556913 3.5358290 9.3287097 8.7520046 13.3185330 NA 0.8598106 6.6915356 4.9240951 8.7826343 10.4944618 7.7993004 11.4222376 11.7858435 10.8604015 9.4511759 5.7244866 11.6118534 6.9118857 7.1563410 8.2264382 3.4927505 6.5144505 -0.5517333 1.0332997 10.7680331 10.2954183 9.1207863 4.8059115 7.9640607 9.3923408 10.5946114 7.9758382 9.8746256 8.1119192 6.0849848 9.6879595 10.1843399 7.4199046 5.6381868 -1.5517333 11.5104071 10.2800641 0.4483724 8.7174876 8.0630709 9.7669037 9.9169850 7.9301601 8.2891387 11.3515329 8.4982094 8.8353010 0.7702793 4.6771812 9.3981877 9.3945362 3.9402137 3.7337665 9.6726822 2.4483724 10.7870973 9.3938049 6.6282705 9.7656322 10.5808607 10.4602870 8.4567897 15.8339622 8.8598720 10.7761942 4.8577521 10.7728228 8.1539933 2.1488040 5.3425725 10.0276769 9.8428236 8.7848674 9.8630462 9.4595533 9.1805283 9.4405912 6.2621418 13.7387758 11.0326188 NA 11.2184053 9.3316380 8.5840703 NA 9.7250670 12.3826968 8.8342233 8.3981875 7.9118851 7.4845345 11.0768065 7.9341903 7.2275880 -0.5517333 9.6813814 -1.5517333 NA 10.1172459 1.4483724 5.3310029 10.1221116 9.8412149 8.9139273 10.5673021 8.6962884 11.0103982 9.7174876 10.1313555 13.7154768 NA 11.2205477 11.5114189 10.8371855 12.0860047 10.5776440 NA 1.6182856 1.0332997 1.2557424 4.7702899 13.0259078 7.9462127 8.5711891 10.1483671 11.4411223 1.7702793 8.6431177 3.0333173 11.2190248 11.6676807 11.5741909 5.4256406 4.9077944 10.9356986 2.6182856 4.4707256 7.3849987 1.4483724 9.6207885 12.4032842 10.9311689 12.7103089 9.8651584 6.7151480 10.1396682 7.4025576 12.1464144 9.2090809 9.3055645 4.7151466 9.7454893 9.6584234 8.2264382 11.7418326 11.8335493 11.0913152 8.9884890 9.1478292 8.2980319 12.3031320 8.7291316 10.0935690 8.0795381 8.9402140 NA 8.5750653 10.3179548 NA 8.5658222 10.7262295 8.7826343 10.1352991 6.0849848 10.5026261 11.7515709 9.7646424 9.1309517 4.0922159 8.3597531 9.9792550 2.0333349 9.3055645 7.0667469 6.3492273 11.8852026 10.7078100 9.4948028 10.7449905 9.9743710 9.0191654 11.0897331 9.2115732 11.0704127 7.1418476 5.6578143 10.4859079 3.9402137 2.0333349 7.9220664 2.1488040 10.3864703 1.9077752 6.9442154 6.1652829 3.4025585 NA NA 11.6335461 10.7912690 10.6019130 11.9134171 6.1418476 9.4285005 6.8632992 8.4872801 10.5984255 10.2561183 8.6132679 9.4630788 10.4924134 8.7069269 9.1207863 0.7702793 -1.5517333 10.1906704 8.3032291 8.8277393 8.3063420 10.0005496 12.5871127 9.7268104 6.1694601 9.5698945 14.5367972 10.2867770 NA 0.4483724 -0.5517333 1.9077752 7.4982094 14.0945259 10.7013220 8.4313547 11.0036691 NA 9.5923817 8.4211543 10.1114743 9.3179548 6.9875198 11.1194597 9.9738817 10.4155872 9.7885727 2.2557122 9.7057488 10.1128083 5.6691742 8.5508091 11.3393851 -0.00532360 0.02462500 0.94051000 -0.01821800 0.94804000 -0.00477050 -0.02910000 0.85275000 -0.08352600 0.15959000 0.18488000 0.18488000 0.07801500 -0.08684400 -0.01360200 -0.01626500 -0.01937600 0.92444000 0.94579000 0.94579000 0.94579000 0.02168000 0.00000000 0.00021451 0.00021451 -0.00477050 -0.00200260 -0.00200260 -0.02650200 -0.01167300 -0.01484100 0.00827210 0.00827210 -0.02061200 1.73070000 -0.01621600 -0.08352600 0.15959000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.721 1.721 0.853 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.874 0.874 0.000 0.000 0.000 0.000 0.946 0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.111 0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.721 1.721 0.853 0.853 0.000 0.000 0.000 0.000 0.000 0.000 0.874 0.874 0.000 0.000 0.000 0.000 0.946 0.946 0.000 0.000 0.000 0.000 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.111 0.111 9.3560027 12.2942430 11.2342220 13.2328424 9.5955659 NA 2.9719206 9.5936563 10.9445631 NA 8.1847628 5.9077920 8.8871527 12.8556287 3.8406747 4.5568831 6.7926563 8.1295993 4.0922159 8.4941208 10.6608573 10.2508773 -0.5517333 9.2476425 9.9346933 9.9422164 5.0922159 15.0926820 9.8855928 7.9581362 11.7855410 3.4025585 7.6939134 9.1694601 9.5679506 10.3302396 9.4170278 10.1894065 9.5104072 1.9077752 10.5798964 8.9261192 9.3702018 10.5702182 3.9077944 10.0626107 10.1295993 7.9077926 3.6962832 9.1038918 3.0922244 13.0254947 11.2264381 9.5911062 13.6854962 12.4087249 7.0370758 9.2581290 9.8119481 4.8577521 10.5275124 10.6003289 2.8406848 3.9719206 13.4134688 4.9561543 7.5437580 NA -1.5517333 10.0010301 8.6638939 12.5844709 10.4855647 13.7154768 9.6801821 8.9738819 6.2363281 7.9797424 9.1207863 13.2188184 11.5741909 11.7395317 11.8408125 10.5539421 -0.5517333 11.0007899 10.5107444 10.0243729 9.1965537 8.2264382 7.9719229 9.7719786 12.4068230 6.5463929 11.0678863 6.4762666 7.5144497 7.3761393 12.7849623 11.2857918 12.7494998 8.5815030 0.7702793 0.4483724 9.9836364 12.1694601 11.2514426 7.1136974 10.7027991 11.4988898 12.1366113 10.8604015 11.6118534 3.6962832 11.5056758 5.5879110 3.0333173 9.7876543 10.2945486 7.4199046 10.2362635 12.5218013 9.2460225 10.9116299 10.1570138 2.3552418 14.1699675 8.5664586 7.6431181 8.1447546 5.9402137 8.6381854 9.7652082 8.8478952 8.8363783 2.2557122 9.1634650 10.3412832 8.5555781 10.8042626 9.6693438 12.0023501 11.7445602 2.3552418 10.0575396 0.7702793 12.6407963 8.5077055 7.9719229 9.8651584 9.8043506 12.2914969 -1.5517333 9.7859829 0.4483724 10.3179548 11.6028627 10.0621505 11.8852026 10.6753752 8.3371040 11.0704127 11.2070006 10.3099093 9.5660040 9.9447154 10.5496801 -1.5517333 -1.5517333 NA 7.5251762 11.4245599 9.3484730 -0.5517333 9.5923817 9.1038918 11.6115389 TCGA-UZ-A9PX 73 0 NA 833 kidney stage i t1 n0 mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes 67.5 1955 white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8782520 9.6955156 8.6664374 0.2070182 10.5586813 8.5067483 14.0956223 2.4294017 2.3057371 7.2404288 6.0649863 7.8911700 10.9467865 8.1377433 11.3817235 12.7105832 10.0860734 8.8253913 4.7513245 10.7599951 8.1918992 6.5820456 10.0962563 2.7095112 4.6881300 0.2070182 4.8508644 10.6343187 10.8244734 8.7705199 5.0977751 8.9417155 9.5740565 10.0362000 10.0824993 9.6901499 7.9326559 4.4549326 9.1660418 10.0451593 7.8628345 9.3735875 5.0814760 10.7647887 9.2864908 3.2659019 10.6381552 7.4099458 10.1063628 10.5849394 7.5138271 6.9074459 11.1998191 9.1183678 8.1456051 5.0143598 4.3499667 9.6093073 7.6499495 4.5762379 6.9839866 9.7035468 2.3224762 10.6156894 9.0472592 6.9618930 10.1322735 11.4390270 10.3229166 8.5229102 14.7315068 8.0896491 11.2277544 4.6881300 10.3190109 8.3259472 3.4294017 4.2341027 10.3072302 10.3452777 8.9394561 9.7831752 9.6630179 9.3727504 8.6786811 6.0649863 12.1008130 11.5153449 NA 11.7106660 9.2457329 7.4893222 NA 4.5993237 12.8464973 8.6121472 9.6078853 7.7819144 8.4846807 10.8592534 8.4001203 9.8319292 1.2070182 8.9417155 2.5289463 NA 10.3693972 2.3224762 7.8363622 9.9535202 10.3315580 8.6650708 10.1543993 8.8007081 12.0281992 9.4525586 10.1645916 13.9220741 0.2070182 11.4156345 11.4833241 10.6800351 9.9563166 10.3495384 NA 3.9074483 2.0814760 0.6220870 6.3702358 13.5049729 11.1236318 12.8437815 10.0783978 10.7213912 3.3224762 8.8993306 4.6444101 10.9126383 9.7988398 11.4563031 7.6388515 7.9685574 10.4410249 2.4294017 6.0057480 5.4800259 0.9439588 9.7571113 12.8537896 9.9109095 12.6268783 9.3533623 5.9439705 10.0245225 7.3668773 10.9271162 11.7222129 8.8628348 5.1612024 9.8545543 11.0944803 7.9817927 11.6919965 11.1575617 12.3340329 9.4107617 9.3041601 7.3675493 12.0023691 8.7383872 10.1328075 8.7806529 8.3155305 -0.3780068 7.7869505 10.5860232 2.7496844 9.8333781 10.6968538 8.5304360 10.6132109 9.4604594 10.4398265 11.3309117 10.3392914 9.1049119 3.7095112 7.9574335 9.7161210 1.4293749 9.7383874 8.1436439 6.1842862 12.2654486 11.1023287 9.1737516 10.0132869 9.8723418 9.1718281 11.0771573 9.3024029 10.7682938 8.1495205 2.2070182 10.7612750 2.7095112 3.4294017 8.6664374 2.8699701 10.5039221 0.6220870 7.6388515 5.5762409 4.2659019 NA 1.9439588 11.6874595 10.8217157 10.8430262 12.1548863 8.2944687 10.0895726 6.9896329 8.5092639 10.9754659 10.6117926 8.7717905 9.5747846 10.6698489 5.5527797 9.8817867 0.9439588 -1.3778193 9.9894581 7.4454105 9.0916853 8.7383872 9.8952561 10.0608352 10.5769667 2.5289463 10.8081576 13.4788093 10.1670079 0.2070182 3.2070026 0.2070182 1.9439588 6.7200759 14.3676127 10.7400111 7.3533621 10.6502948 -0.3780068 9.1397128 9.2423365 10.1313235 9.7134788 7.6192230 11.3350002 9.7863217 10.4667492 9.9106268 4.9795955 9.1268624 9.9867252 5.1520211 8.0384400 11.7729013 -0.00055444 0.01992300 0.00638710 -0.00126550 1.45290000 -0.00221680 -0.00553750 0.71152000 1.70380000 0.13588000 0.16160000 0.16160000 0.15385000 -0.00055444 -0.00055444 -0.00055444 0.01992300 0.00583090 -0.00224690 0.00638710 0.00638710 0.00000000 -0.00249380 -0.00124730 -0.00344680 -0.00221680 0.00166420 0.00166420 -0.00553750 -0.00325030 -0.00325030 0.72688000 0.74366000 -0.00318590 0.71961000 0.01391100 -0.05926900 0.13588000 0.000 0.000 0.000 0.000 0.729 0.729 0.744 0.000 0.000 0.720 0.720 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.162 0.162 0.000 0.000 0.000 0.000 0.729 0.729 0.744 0.000 0.000 0.720 0.720 0.712 0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.453 1.453 0.000 0.000 0.000 0.000 0.162 0.162 10.947068 12.140942 10.322049 14.675354 9.485455 NA 3.322476 9.795096 10.581748 -1.377819 7.258668 7.939456 8.824167 14.135956 6.121890 7.725331 6.860448 8.470666 6.329402 8.406678 11.997626 10.384010 1.622040 9.113897 9.989458 9.601468 5.925824 13.858431 10.017577 7.895839 11.999511 5.454933 7.761594 8.296236 9.106866 9.862238 9.1852397 10.0747994 9.5667554 NA 9.4261744 9.0025045 8.2256697 10.9135019 1.7919807 10.2600267 9.4132063 6.8652173 4.4034041 8.9751902 5.5993237 13.1567718 11.1602323 9.5755124 13.6584317 12.2263649 7.0977772 7.5557341 9.5645578 8.2440950 10.3508142 9.7396865 3.5762440 7.0608353 13.8212172 5.2070065 10.2079448 0.2070182 NA 9.7481024 7.8044376 12.2509445 9.7838051 13.9220741 8.8019524 9.0670581 5.5949665 11.4622312 7.9235396 12.6704451 11.4563031 12.0311691 11.9586894 10.3380054 4.2944664 11.0873547 10.8794312 10.0921938 8.5892695 7.9817927 7.7041921 9.9417155 12.4348223 8.9861780 11.3567530 6.3362887 7.6078851 8.9246822 13.1367537 11.1061110 12.5036354 9.2748883 -1.3778193 -1.3778193 10.3503891 12.2070059 11.1148654 7.2586678 10.7907155 11.7755954 12.3494321 10.0860734 10.7599951 5.1918982 10.8031956 8.5907102 5.5168598 9.6241552 11.3456020 7.8628345 8.9155149 12.2946588 9.5623569 11.0558896 10.0597955 2.7919599 15.1894796 6.5871354 6.4358253 7.8791482 7.6935058 8.7781264 9.6485668 9.1228852 8.7979795 7.1416801 10.9610582 10.0207871 9.1602322 10.8741174 10.0921938 10.6266150 11.6478750 3.4294017 10.4981766 3.1456122 12.6090293 8.6664374 6.7095057 9.3533623 9.4948876 12.7615148 1.2070182 9.4197049 0.9439588 10.5860232 10.9065176 10.9140773 12.2654486 11.1273587 9.4730114 10.7682938 10.9724301 10.7274118 8.6007537 10.3072302 10.2182331 0.2070182 2.8485578 NA 8.7969692 11.2730120 9.4947182 -0.3780068 9.1397128 8.8019524 10.9535202 TCGA-UZ-A9PZ 65 0 NA 0 kidney stage iii t3a nx mx 19-3-2015 male NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3983207 9.1662593 7.7035112 NA 13.0343144 8.5116744 13.4461722 0.3997727 1.8565475 5.8915844 6.5186720 8.6091835 10.1884485 8.1208294 11.4600884 12.1683281 10.1596185 8.7747696 5.5895538 11.3916064 8.2199090 6.8058071 10.7747697 1.7216789 6.2452199 -0.6003367 1.7216789 10.9705347 10.4386492 9.1495998 5.0721573 8.0435862 9.4871931 10.3028589 8.9733774 9.6043014 8.0217823 5.4441237 9.7012264 9.6862880 6.2945472 8.6188986 3.1001703 10.7484584 9.7429160 -0.6003367 9.1344399 7.5596019 9.8581369 9.8175828 7.6805009 7.8091211 11.1168369 8.6711932 8.5696551 5.7395808 2.2070807 9.4725329 8.5944870 6.0862318 6.6381347 10.0135198 1.3997180 10.9799888 5.1276498 7.7126130 9.7103317 10.9752695 9.6909010 6.7216584 15.3916728 8.6237319 10.4852027 5.0721573 11.0254391 8.5746560 3.3066268 5.7166014 9.9095052 10.3081228 8.6309514 9.6885963 9.6164761 9.0033566 9.2884735 6.0290862 13.0560434 11.7679639 -0.6003367 11.2310375 9.1049997 8.9213307 NA 8.4386492 12.4480468 9.4427576 8.0897280 7.1411967 9.3378395 10.8457797 7.7171431 6.9005324 0.3997727 8.8795107 NA 5.7395808 9.5969469 1.7216789 7.5846055 10.2639164 9.9657843 8.6043015 10.7915108 9.8048717 10.9127669 9.3812974 9.9552781 14.0718240 -0.6003367 10.8108969 11.1851827 10.5987891 11.8885746 10.3289887 NA 1.9846987 2.2070807 1.3997180 4.9846942 13.0140950 9.6237319 8.1778072 10.4269452 11.3852164 5.2326185 9.1445642 4.1001703 10.5180224 11.3319450 10.8833395 6.8754631 6.5596019 10.9139511 0.9846987 3.7920432 7.0792106 1.3997180 9.9733774 12.7642753 9.8364418 13.2763431 9.4165385 6.8673356 10.1761633 7.7261596 11.0833785 9.3510150 9.5186713 6.3770109 9.8866960 10.1019029 7.8955850 11.6363424 11.4400200 12.3986732 8.9676862 9.6600970 6.1679138 12.6704636 8.6641728 8.9543191 7.6188986 10.0695012 NA 8.3798700 10.0024291 NA 8.1160008 10.1587861 8.6452830 10.1293510 8.1445639 10.1318977 11.7314870 10.3466365 9.1955427 2.3997180 9.2975757 9.6333500 -0.6003367 8.3997304 7.3066204 5.8091211 12.1477134 11.1221109 9.2070851 10.1810900 10.0516788 8.8364418 11.0842159 8.9940550 10.8265192 7.3480978 4.4441237 10.8275668 3.3066268 4.8259942 6.3066213 -0.6003367 9.9695858 2.7216570 8.0792101 6.0063205 3.4871905 NA 0.9846987 11.7331652 10.6476577 10.7205308 12.2351886 7.2006299 8.8550575 6.9854435 7.8133579 10.7979395 10.0730393 8.5056389 9.5173733 10.2877124 7.0792106 9.4563680 0.3997727 NA 9.9667356 7.2945482 8.9790461 8.0399751 10.1096757 11.0659543 10.7920477 3.9846896 10.8027423 13.1777047 10.8333157 -0.6003367 0.3997727 1.3997180 1.7216789 6.5290135 14.4899254 11.0309073 6.9695857 10.4997355 0.9846987 8.7528770 8.2746810 10.3073721 9.4123547 7.1411967 10.9954539 9.8059352 10.4102583 9.7185216 2.9846987 9.9427621 9.8154720 5.3469285 8.7553236 12.0311347 -0.00277070 0.01307400 0.43800000 0.00000000 1.44590000 -0.00512270 -0.04874800 0.68887000 -0.06638600 0.13391000 0.13391000 0.14816000 0.14816000 -0.01450300 -0.01450300 -0.00277070 0.01307400 0.43041000 0.43041000 0.43041000 0.43041000 0.01978300 0.00000000 0.00180300 0.00180300 -0.00512270 -0.01298900 -0.01298900 -0.03925800 -0.00926660 -0.00609040 0.00083195 0.00083195 -0.01381500 0.69970000 -0.00678130 -0.06638600 0.13391000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.720 0.000 0.000 0.000 0.430 0.430 0.000 0.000 0.000 0.000 0.000 0.000 1.446 1.446 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.700 0.700 0.720 0.000 0.000 0.000 0.430 0.430 0.000 0.000 0.000 0.000 0.000 0.000 1.446 1.446 0.000 0.000 0.000 0.000 0.000 0.000 10.8322721 12.1880407 10.9889132 12.9835182 9.0199501 -0.6003367 3.3997317 10.0534710 10.6174457 0.3997727 7.9193663 7.0070609 8.9154301 13.2492331 6.1679138 5.8426747 6.8343585 7.8006094 5.6476570 7.9466244 11.7230666 10.4262536 NA 9.5238516 9.5162171 9.3156097 6.5895553 13.2818956 9.9931214 7.9504772 11.9511862 4.7920484 7.4818793 9.2793134 8.9959200 9.7395803 9.2623676 9.9714829 9.7295266 NA 9.7171429 8.8112411 9.0897283 10.4482171 4.3066195 9.8855596 9.2499172 8.0399751 4.3539231 8.3655145 4.7572847 12.5373618 11.4283270 9.4025453 13.6636596 12.8658067 6.4765453 7.8632546 9.6885963 6.7395808 10.2046680 10.3488274 3.1001703 5.1001703 13.5822022 6.0435873 10.0818470 0.9846987 NA 9.7715070 7.6333498 12.3515613 10.0897283 14.0718240 8.8154720 8.4193210 7.1604170 11.1961755 8.8280905 13.5249823 10.8833395 11.7947287 12.3674969 10.2262788 4.3066195 11.1986070 9.8764764 10.7148798 8.5621214 7.8955850 8.2452204 9.8374824 11.9367059 7.3997299 10.8317501 7.1941462 7.7963349 8.3393093 13.1376282 10.8011431 12.6167792 9.3051174 0.9846987 -0.6003367 8.6523958 12.1961755 11.3953879 7.4871929 10.4944677 11.8686088 11.5219111 10.1596185 11.3916064 4.8915844 11.3400439 7.7216584 5.0721573 9.1344399 10.5775608 6.2945472 9.1428816 11.8702925 9.1019029 10.9538394 9.7715070 0.3997727 14.8073632 8.1477219 6.7834344 7.8463172 6.9075252 8.2262788 9.4522983 8.6666806 8.6188986 4.8591595 9.4536561 9.6816603 7.8343585 11.0422333 10.0800897 10.7406930 11.8006097 2.7216570 10.0615084 1.3997180 12.7726592 7.8995763 7.3884152 9.4165385 9.7753996 11.7456898 0.9846987 9.5367214 0.9846987 10.0024291 11.0042835 10.0181157 12.1477134 10.4248698 8.7462439 10.8265192 10.8724211 10.4401159 8.7484585 10.1736936 10.6182934 0.9846987 NA NA 8.0579419 11.9523873 8.4441245 NA 8.7528770 8.8652965 11.3073721 TCGA-UZ-A9Q0 60 0 NA 395 kidney stage i t1 nx mx 19-3-2015 male NA NA NA NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3276100 8.3928274 7.1313868 -0.1070262 12.9489420 8.6840143 13.4165437 0.8929738 2.4140273 6.4165442 5.3848338 8.7131607 9.6528699 7.1409095 11.0895839 12.4959125 9.9482641 7.8296200 0.8929738 11.3908336 8.3483090 6.7266310 11.4835688 0.8929738 8.0728909 NA 4.2149097 11.1211992 10.6046488 9.4437285 5.0222657 8.0222646 9.4873063 10.6098012 9.7400391 9.4704106 7.3687151 5.9590700 9.2505339 9.5277929 4.8929835 10.3687152 4.4779428 10.2283721 8.6710587 2.8929738 10.3055516 7.5223383 10.0654093 9.6055088 7.4321401 8.7509628 11.2521273 8.5583178 8.5223383 0.8929738 3.0628988 8.7258717 8.4928947 4.2852986 7.2417096 9.9455498 -0.1070262 11.6963057 0.8929738 2.7003287 8.3482267 9.7571680 9.7290322 7.5368378 15.2492618 8.1967624 10.5838527 5.5934225 10.8802458 8.1967624 2.2149019 5.8366690 9.8986062 9.9671232 8.2149097 10.0828064 8.9042089 9.3868372 9.6792514 5.8929811 13.2949279 11.1870280 4.8929835 10.6669451 9.2070439 7.8237188 NA 6.0828069 11.3823280 9.1145687 7.8873352 6.6072267 8.9777902 10.6503717 7.1783840 8.9901976 NA 7.8929817 NA NA 9.3002496 1.4779363 7.7509628 10.7733305 10.1205977 8.2013207 10.2809990 9.2306036 11.0228121 9.7051591 10.3002495 13.5089562 1.4779363 10.4436420 10.2885159 11.0112740 11.9614242 9.9711325 NA 3.2149174 3.2149174 1.8929738 6.5076916 12.5834163 10.5977500 9.5547598 11.3600778 11.3431620 1.8929738 8.9724666 4.4779428 10.3338509 11.3656726 10.5759763 6.6209016 8.5440336 11.1079079 3.3524196 4.0629074 9.3462524 2.4779363 10.5485124 12.3702341 10.3585481 12.9513118 8.7067629 6.2149097 10.1085148 7.6209023 11.2374164 13.0672833 9.5440334 5.6743420 9.6778292 10.2820752 7.7321857 11.3987933 11.5277928 11.8673963 8.5618668 9.2194113 4.2105759 12.2823442 8.5654072 9.0171029 8.5689388 10.0001988 NA 7.5296062 9.9496194 NA 8.5373066 10.2734428 8.6611660 9.7877996 9.2439208 10.3328126 11.4091743 9.3087235 9.1822630 1.8929738 9.3888368 9.5511932 2.2149019 8.6478692 7.4398766 4.6478671 11.7548441 11.7983688 9.1667774 9.8058710 11.0241957 8.4779444 11.3004354 9.3379967 10.3697280 7.5150335 2.7003287 10.3687152 -0.1070262 5.7509628 7.1503698 2.4779363 9.7525165 1.4779363 7.8702618 6.6559943 3.5934255 NA 0.8929738 11.8347630 10.0312536 10.9188134 12.1370482 8.3727619 8.0171029 5.7655639 6.7877994 11.0138676 10.0877386 8.1876025 9.0629066 10.8391570 9.2680212 9.7756248 NA NA 9.6411746 7.4704108 8.8118451 7.9042089 10.6080858 9.2658468 9.3400651 5.2149097 9.0503286 12.7179405 11.0452666 NA 2.7003287 -0.1070262 1.4779363 5.8471776 13.7049584 11.6076566 6.6072267 9.5707014 NA 7.8816665 8.1024351 10.0877386 9.0999960 5.9590700 10.9896969 9.6987257 9.9657843 9.4854387 3.0628988 9.9604161 9.7968636 4.3524125 9.5519251 12.5191471 -0.0027707 0.0112610 0.8310700 0.0037465 0.8274500 -0.0019399 -0.0165670 0.7507000 -0.0623610 0.1275600 0.1275600 0.1275600 0.1275600 -0.0346310 -0.0346310 -0.0027707 -0.0034627 0.0000000 -0.0068827 -0.0068827 -0.0068827 0.0119580 0.0037465 0.0123760 0.0123760 -0.0019399 -0.0077482 -0.0077482 -0.0165670 -0.0088526 -0.0088526 0.0052749 0.0052749 -0.0182160 0.7811900 -0.0036011 -0.0623610 0.1275600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.756 0.756 0.751 0.751 0.000 0.000 0.000 0.000 0.000 0.000 0.762 0.762 0.791 0.000 0.000 0.000 0.000 0.804 0.000 0.000 0.000 0.000 0.000 0.000 0.827 0.827 0.000 0.000 0.000 0.000 0.128 0.128 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.756 0.756 0.751 0.751 0.000 0.000 0.000 0.000 0.000 0.000 0.762 0.762 0.791 0.000 0.000 0.000 0.000 0.804 0.000 0.000 0.000 0.000 0.000 0.000 0.827 0.827 0.000 0.000 0.000 0.000 0.128 0.128 11.0944931 11.9257163 10.9744652 12.1030442 8.9988902 NA 3.0628988 10.7274528 10.1360129 NA 8.0325329 8.0975529 9.3747813 13.8858316 6.4475709 6.9153500 6.3848355 7.9264045 6.7131610 8.2549256 9.7035534 10.7107649 0.8929738 9.6987257 9.2162844 9.5689388 5.8471776 8.1361555 9.9360091 6.6743420 12.3727595 4.5934195 7.3848347 9.5259770 7.3108345 9.2372776 9.0753762 9.9577246 10.3002495 -0.1070262 10.5689388 8.3359253 9.9222689 10.1760701 3.7998748 9.9817700 8.9988902 7.5440332 4.3524125 8.1503698 5.7509628 12.2623064 11.4248505 8.8384255 13.3312538 12.3950676 6.6072267 8.3888366 9.6628197 7.5934218 10.4106512 10.5538691 2.4779363 4.3524125 12.9664539 4.6478671 10.5855973 NA NA 9.9236488 8.2938611 12.4243632 10.5812320 13.5089562 8.1456474 7.5583174 6.3698486 12.3223885 9.6310741 13.9172557 10.5759763 11.5081516 11.6722907 9.9469076 2.2149019 11.6110865 6.0222657 10.4533146 8.2636692 7.7321857 8.1313863 9.7953569 11.7979926 8.1409095 10.2603856 6.7998722 8.5332265 8.2895864 12.9349659 10.6243008 12.3260455 9.8043737 -0.1070262 0.8929738 8.4928947 11.8915722 10.5699173 7.4321401 9.8573226 11.6016346 11.3050223 9.9482641 11.3908336 4.4779428 10.8544315 10.0093258 4.8471802 8.6276915 10.5801562 4.8929835 7.6743413 11.2255610 9.1073008 10.5618667 9.7083650 2.4779363 14.7796786 8.4963856 6.1597684 7.6213105 7.0629064 6.1218008 8.9563767 8.3934252 8.7982485 4.4165425 9.7938486 9.7447308 7.4475709 11.8244580 9.9617601 10.9394237 11.4297147 4.1409095 9.7067629 0.8929738 13.0075033 6.9910138 6.4628376 8.7067629 10.0413439 12.0550583 0.8929738 9.1574242 NA 9.9496194 10.6841446 9.7664259 11.7548441 9.8413489 8.1876025 10.3697280 11.1893244 10.3129419 8.1121502 10.2406032 10.2949279 2.7003287 NA 3.7003398 8.5934214 12.2905628 7.9097899 -0.1070262 7.8816665 8.4966081 10.3697280 TCGA-UZ-A9Q1 88 0 NA 0 kidney stage i t1b nx mx 19-3-2015 female NA NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 432.22.0 NA NA 1 3 4 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.61006791 10.14688035 7.26207511 NA 7.16612692 1.71905198 14.83451413 NA 1.57502183 8.72466835 5.57702391 5.67323981 10.29411020 7.21089631 11.76599712 9.22980780 9.42985005 9.07879314 6.87386240 11.50347406 7.18256816 4.76343813 10.95146460 NA 4.21089534 NA NA 9.95864217 9.96221772 8.14949615 3.52639438 9.23277130 9.09516913 10.64385619 9.36470221 9.35294717 7.61386164 5.33375288 2.71905198 9.30118567 3.17847563 10.34155318 1.30398527 10.89708603 8.59862686 1.30398527 9.51183407 7.13689578 9.45121111 10.63678873 8.04547300 6.46723709 11.25736356 9.57857856 7.87891474 0.30404370 4.44696417 9.39940312 8.25237355 -1.28103566 4.36289765 10.66996403 1.30398527 10.26690223 3.30399988 6.65568098 10.78578208 7.35928835 11.39146905 5.78513202 15.58488568 8.15367210 11.19680195 3.92849350 9.78782194 6.82756755 0.30404370 2.19802261 9.43071075 9.79050604 8.68193973 9.09625421 8.96815701 9.54559217 9.92849706 6.06777207 14.57602840 11.01939627 NA 11.30142091 10.10706103 7.19071856 -1.28103566 7.56766637 13.06306213 7.48391491 11.20185167 8.42640273 8.88395066 11.36537738 9.38792857 12.31114327 NA 7.66155794 NA NA 10.65715300 1.52641942 7.97878710 10.67687121 10.51142732 7.96459617 10.27363256 8.39852396 11.70734671 9.72256165 10.20788797 13.48965596 1.88896724 10.79210074 10.71692884 9.81904894 9.66375573 10.68230106 NA -0.28103566 2.17845970 -0.28103566 4.57702391 13.87789002 10.93578952 13.86898923 9.93396987 11.31173430 1.04096255 7.41253089 7.23867988 11.30963073 11.25723260 12.25803402 5.63790580 8.72887218 10.21639654 -1.28103566 -1.28103566 4.36289765 -1.28103566 7.65273457 13.01481262 9.96578428 10.88740243 10.19173449 4.98582828 9.45459973 6.81180110 10.31515885 11.51994358 8.84057716 1.30398527 8.88349802 11.73985004 8.83798486 12.27674670 12.24847423 11.09435471 10.66996403 9.03758649 6.15825219 13.06285399 9.53922261 10.08481928 8.47058770 8.66741105 NA 6.25042539 10.53682680 0.71905198 10.32113936 11.23400426 8.57857837 10.46639750 6.57079230 10.11404226 10.67287638 10.91595315 8.84069391 3.04098008 5.91871538 10.16146889 NA 11.83782257 8.49876306 6.33375288 12.27997353 10.81114009 9.82495222 10.40554421 9.37278455 9.34017969 10.83352137 8.91871598 11.11136112 8.66741105 3.30399988 9.47809958 3.17847563 0.30404370 9.17334309 2.17845970 11.28128612 2.17845970 5.34839886 4.39147217 1.88896724 NA NA 11.61651103 10.87512676 10.73306415 10.95236378 9.84381116 9.37993086 6.50295907 6.86370186 10.67578286 10.80052713 9.47226050 10.12312077 10.34017980 3.96697488 9.33375355 -1.28103566 NA 10.09245258 8.20688396 9.28033163 8.23671312 9.20185167 11.09054807 11.87196224 0.30404370 9.73306415 11.82069116 9.20487310 NA -0.08558856 NA NA 6.69632356 13.31558289 8.76753066 7.84832686 10.85891471 -0.28103566 9.44099724 9.33362476 10.00444591 10.13742334 6.61386164 11.08809567 9.61158645 10.50735423 8.45544559 2.96696566 8.93457665 9.10058665 4.71588239 5.52717045 10.65347174 -0.0041932 0.0041632 0.7790700 -0.0088526 0.7937400 -0.0085766 -0.0257590 0.0030522 0.0086135 0.1365800 0.1365800 0.1365800 0.1365800 0.0169850 -0.0041932 -0.0041932 0.0041632 0.7829200 0.7829200 0.7829200 0.7829200 -0.0167040 -0.0088526 -0.0134020 -0.0134020 -0.0085766 0.0020805 0.0020805 -0.0257590 0.0000000 0.0000000 -0.0066432 -0.0066432 -0.0069195 0.8026700 -0.0020784 0.0086135 0.1365800 0.000 0.000 0.000 0.000 0.785 0.785 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.137 0.137 0.000 0.000 0.000 0.000 0.785 0.785 0.000 0.000 0.000 0.803 0.803 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.000 0.000 0.000 0.794 0.794 0.000 0.000 0.000 0.000 0.137 0.137 9.200843 12.243585 11.369198 14.611231 9.570793 NA 2.040963 9.056666 10.359329 NA 6.273633 4.419485 9.197813 15.995205 5.673240 5.460510 7.483915 7.853470 5.022825 8.091909 9.067772 10.181035 6.153672 9.976432 11.239171 10.041535 3.719041 6.858595 11.489708 6.827568 11.832449 4.446964 6.752466 8.445262 8.025105 10.393236 8.634923 9.918716 9.234743 1.040963 9.386155 8.849614 10.873229 10.269790 3.473930 9.576247 9.317096 6.085365 3.111365 9.846393 4.473930 14.005746 11.471842 9.318956 12.802191 12.557755 6.637907 7.198824 10.000394 6.398523 9.733064 10.273633 2.625925 4.419485 12.490946 3.888967 9.772291 -1.281036 -1.281036 10.844780 9.053317 11.909794 8.468913 13.489656 9.185630 8.882693 4.004447 6.433290 11.251400 14.299979 12.258034 11.367851 12.541316 10.309163 NA 10.863383 10.396323 11.427481 9.092996 8.837985 7.684828 9.693458 12.885442 8.364702 11.385490 3.719041 6.570792 8.107061 12.533249 12.166127 12.326836 7.446964 NA NA 10.497942 12.369198 10.995459 5.446964 11.003868 11.264732 12.517617 9.429850 11.503474 4.551934 10.251887 8.681940 5.161988 9.402915 10.916826 3.178476 7.436720 12.820356 9.694175 11.034476 9.561394 1.040963 14.521535 6.593963 7.206883 7.767857 6.649781 9.296473 9.979963 11.376510 8.302127 3.928494 12.350903 10.045473 9.132672 10.683023 10.143210 11.389479 11.167418 1.303985 9.455446 3.577030 12.349413 9.107061 8.126312 10.191734 9.108933 12.615281 -1.281036 9.339263 1.040963 10.536827 11.269721 10.818720 12.279974 11.886619 9.456291 11.111361 10.362449 10.403468 7.470588 9.169224 9.334673 NA NA NA 9.215897 10.369346 9.337429 NA 9.440997 8.956254 10.470588 TCGA-WN-A9G9 NA 0 NA 791 kidney stage i t1b nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 10 2002 white not hispanic or latino 386.28.0 NA NA 2 2 4 4 3 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.8678392 9.6712143 8.6024183 -0.6359879 11.4981189 5.9127576 13.0743895 -0.6359879 4.7825396 6.8638592 7.7083093 8.9527281 10.3856875 7.8356885 12.3334000 9.5563064 10.7352456 7.0222246 0.9489746 10.1937363 10.4868415 6.3297981 12.7979901 NA 5.3863799 NA NA 10.4829545 10.2527567 8.5587704 5.9489769 8.5289205 9.8254929 10.7281482 12.9251821 9.5035648 8.4220050 7.3065284 9.4314479 9.2754054 7.4029327 12.9869804 5.7215668 10.0661862 9.5880152 5.8718092 11.9999583 8.9338691 12.0778296 9.9583381 7.5587704 3.9489746 10.4289516 9.6284561 8.3035926 -0.6359879 2.3640121 10.3087256 9.0006381 1.9489746 8.5112186 9.9281630 0.3640121 11.2757800 4.0644518 0.9489746 8.8257386 10.4341345 11.3316000 8.2709041 14.2998231 7.1519156 10.5112185 5.7215668 10.5904256 7.5339386 2.3640121 2.1754927 9.4829545 9.6870682 9.2063639 10.3174825 8.1584294 9.0346697 8.5807594 6.8316189 13.4359786 10.5843918 NA 11.2138095 9.9944536 6.5238850 2.3640121 2.3640121 10.4159022 9.0713725 9.3050610 5.7390542 8.8478294 10.9352921 7.8836495 11.1698581 0.9489746 7.7303356 1.3640121 NA 8.9787233 4.4932951 8.8992889 10.2320643 10.3477197 8.1777947 11.4001871 9.2694005 11.6852793 10.3590739 10.1346774 11.6672235 NA 11.2007818 10.3211156 10.1753882 9.5771178 9.6083774 NA 1.3640121 0.9489746 1.3640121 5.4084062 14.0822788 8.8737886 13.6867163 11.2962282 10.7450156 6.2709045 6.9787230 7.9031721 9.9897223 10.1745852 10.6255032 10.4077244 11.4351406 10.6048049 0.9489746 0.3640121 0.3640121 0.9489746 10.8488364 14.0514985 8.6095662 12.0271268 9.1519161 7.0434932 10.6814261 8.0987233 8.6358734 10.6149041 7.6024183 4.7902768 10.0029833 9.0399705 7.9527279 9.2481840 11.0692138 10.9517910 9.7237630 9.9878950 2.7862409 12.4270715 9.2435967 8.8698251 9.7071991 10.5777253 1.3640121 6.5339386 10.6006257 5.5131496 7.3784249 10.1297140 8.1969035 10.5532203 5.7215668 9.9041416 10.6243450 9.5856007 7.8679187 6.1713690 6.2709045 9.8816828 -0.6359879 9.0522637 5.9787242 5.0364374 12.0297935 11.3466506 8.1681446 10.4388240 11.6386828 8.3326802 11.3129902 9.6836856 10.2040046 6.4932967 NA 10.5289204 4.6859401 2.5435206 7.3006518 2.6859401 9.7552571 3.3640121 8.9620660 7.2219940 6.2588317 NA NA 11.3846463 10.4607286 11.0631521 11.7989023 9.1071650 8.7305978 5.9810763 8.8377194 11.0324553 10.4267343 8.1288852 9.9386071 11.9585714 3.1713670 8.8234453 NA 0.3640121 10.9814809 8.1155577 9.3597807 8.4673015 10.7643593 8.9166826 11.8193407 -0.6359879 8.7390528 11.5949346 10.0722353 NA 4.3182084 1.9489746 NA 5.5928307 13.9186023 10.6366433 6.2947512 8.7520307 0.9489746 8.8234453 8.7171603 10.3995000 10.0240093 6.6949303 11.1753882 9.8963695 10.5351903 9.1535472 6.7734043 9.1338514 9.4620456 3.4240621 8.8230761 11.0670519 0.12392000 -0.00379170 -0.02940500 0.06584400 -0.00078860 -0.00258900 -0.00037256 0.00643060 0.00810020 -0.01766900 -0.00691550 -0.00521780 -0.00521780 -0.23003000 0.12392000 0.12392000 0.00754350 -0.22634000 -0.23884000 -0.23884000 -0.02940500 -0.00407950 0.06584400 -0.00175810 -0.00161960 -0.00763950 0.00623380 0.00623380 -0.00037256 -0.00147430 -0.00147430 0.00523240 0.01060700 -0.23027000 0.00963180 0.00587430 0.00810020 -0.01766900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 -0.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 -0.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.790278 10.093634 8.151916 12.033563 8.901232 NA 1.685940 10.402247 10.347563 4.493295 8.212636 5.118900 8.623757 17.276388 9.601224 10.518199 6.158430 5.773406 10.782393 8.422005 8.209504 11.170563 8.928163 9.278399 8.954900 9.358367 6.831619 12.833782 10.523254 7.215762 12.617563 4.685940 6.948976 8.193736 1.685940 9.753107 9.123902 10.445497 9.750954 NA 10.113045 7.518832 6.703863 9.801766 4.318208 9.758476 10.178596 6.703863 7.607188 9.190562 5.685943 11.966248 11.689600 9.562459 13.211169 12.663078 7.118901 9.408408 9.196904 9.117230 9.885614 10.310189 9.261859 2.685940 12.767159 6.329798 7.960203 2.364012 NA 10.234378 6.685942 13.625888 10.405673 11.667223 8.432792 7.446163 5.546904 10.479707 9.517565 14.710666 10.625503 10.302858 12.900382 10.612534 2.948975 12.367356 8.424709 11.800725 9.122237 7.952728 7.794466 10.564299 12.140241 12.582879 11.406015 7.391920 7.721565 3.823444 13.803729 11.311650 12.401904 7.760618 1.364012 NA 9.725957 12.844804 11.201121 7.112206 9.556306 11.6700752 11.5336254 10.7352456 10.1937363 10.4138621 10.5131255 12.9035359 5.5137592 10.2633704 12.3131435 7.4029327 4.8558651 11.1937283 9.1984846 11.4411630 9.9508533 0.9489746 13.8565552 8.8725807 8.1021059 8.9105993 10.1817967 6.3640138 9.3269094 7.0019429 8.7818659 7.9823993 11.9729613 9.6071875 7.7818659 11.7576721 11.0284608 8.8718082 10.4294297 6.7818659 10.5722478 2.5339371 12.8656753 6.4620458 5.9186033 9.1519161 11.1367157 12.1145111 4.9787219 8.9750383 3.1713670 10.6006257 10.5338007 10.6528796 12.0297935 10.1608642 7.6354765 10.2040046 11.1466023 10.0995695 7.0987227 10.3043271 10.1230694 2.5339371 3.1713670 1.3640121 11.3780340 12.4969437 8.1122065 6.3752410 8.8234453 7.7477177 9.7060881 TCGA-WN-AB4C NA 0 NA 882 kidney stage i t1a nx mx 5-2-2015 female 2011 NA yes NA kidney papillary renal cell carcinoma yes NA 2010 white not hispanic or latino 432.19.0 NA NA 2 2 4 2 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8610869 9.7727052 8.0626852 6.6589626 8.9838937 6.0446236 13.0808526 NA 2.2850174 10.5946193 7.3686217 7.7605011 9.0194445 6.5975625 10.9226235 8.7142455 9.9928639 7.4315528 7.5416062 11.3547714 8.3501250 6.0059209 12.5166849 1.0740258 4.0740001 NA NA 9.2084268 10.6476477 8.1720329 6.7178573 8.0740007 8.9627439 11.7402246 11.0476979 10.0032590 6.6887105 4.6589655 3.3959265 9.4315526 4.3219281 9.2237476 6.8154678 10.0754088 8.3313886 4.5975610 11.1877428 8.2931691 10.6467008 10.2019949 8.7393364 6.8288880 10.5261079 10.7455416 8.4271473 3.6589655 1.6589655 8.7322122 8.5578163 2.0739916 7.8941793 9.8255446 3.2439280 11.3171745 NA NA 8.0106383 10.7517202 9.9304261 7.6739132 15.3726718 8.1019064 8.6131592 5.2032834 10.6063565 7.6131596 2.0739916 2.3959402 9.0541400 9.4490401 9.7674875 9.6208950 9.2736730 9.1400897 9.1799091 6.3959282 13.6131594 11.1108610 2.3959402 10.8861779 8.8138149 9.6831794 NA 9.4271475 12.0340025 9.4939607 10.4512111 8.7499576 8.2736730 11.9676813 8.6400547 11.1092052 NA 8.5252119 1.0740258 4.3219281 8.7709681 5.2032834 9.0655225 11.5070643 11.1211245 8.7605011 9.9084716 8.4446882 11.9658412 9.7569952 10.1994141 11.7534807 3.3959265 9.9266081 10.0725910 10.5416061 9.4446880 10.1373957 NA 3.0740087 5.1183930 2.6589655 0.0739573 14.3684059 7.3407875 12.3814860 12.5231492 12.0139470 4.1614605 7.0626852 8.0569942 10.6905494 10.6150972 9.9868749 8.9838937 11.4205143 11.1461332 4.2439280 4.3219281 2.0739916 NA 9.3076202 13.2916554 9.0194445 10.0412268 9.1667576 6.1825255 10.1508162 8.3454638 10.4873746 6.1400894 9.2955878 7.9566439 9.5502202 11.2601148 6.8553606 10.7508392 11.7464259 10.6285894 9.2058575 10.7839460 6.0565380 13.8104025 8.4403227 8.9005490 8.1825250 10.3902822 NA 5.2032834 10.0880211 5.5574928 8.3926338 10.2551529 9.0368967 10.1641130 4.2439280 9.8941795 12.0028890 10.5628449 9.6015363 4.2439280 5.6285899 10.4446880 NA 12.4614794 8.2084270 2.8813514 13.0927224 10.5578163 9.2736730 10.1890442 11.3147919 9.1373957 11.5339240 9.8305569 9.8087102 5.0281978 NA 9.9241873 5.5002667 1.6589655 6.3594034 1.0740258 10.3290292 2.8813514 8.6552012 6.7353516 6.3777814 NA 0.0739573 11.1279264 10.2058575 10.4555435 12.1309769 8.4791420 6.9928636 5.2261848 7.4663180 11.6034311 11.2464281 9.9021371 9.8372129 10.0908088 1.6589655 9.1211245 NA NA 9.6170325 9.8765169 10.0908088 7.6362432 10.5241808 8.5334321 11.2186588 2.0739916 9.4727442 8.2489261 8.8053195 NA 3.6589655 1.0740258 2.0739916 5.5334325 13.1890442 10.0866251 5.5334325 10.7950998 0.0739573 7.4577051 9.0076911 10.7464259 9.5837755 6.3594034 11.2804045 9.9053079 10.0252853 9.1508163 2.0739916 9.8120929 8.5817952 3.5321174 9.0703327 11.5112325 1.2978e-03 4.2743e-03 0.0000e+00 -9.7264e-03 -5.2114e-03 -5.4879e-03 -1.4746e-03 5.9986e-01 1.5637e-02 4.7745e-02 4.7745e-02 4.7745e-02 4.7745e-02 1.2978e-03 1.2978e-03 1.2978e-03 5.6028e-03 -8.9411e-03 -8.9411e-03 -8.9411e-03 -8.9411e-03 5.2282e-01 -7.2843e-03 -1.2802e-02 -1.2802e-02 -9.7047e-03 1.8528e-03 1.8528e-03 -1.4746e-03 4.9746e-05 4.9746e-05 -1.1837e-02 -1.1837e-02 4.6569e-04 7.1115e-03 -8.1129e-03 1.5637e-02 4.7745e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.015 0.600 0.000 0.000 0.000 0.000 0.000 0.000 0.436 0.436 0.000 -0.140 0.000 0.000 0.000 0.000 0.517 0.517 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.015 0.600 0.000 0.000 0.000 0.000 0.000 0.000 0.436 0.436 0.000 -0.140 0.000 0.000 0.000 0.000 0.517 0.517 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 5.658963 11.347213 9.679480 10.638150 9.567856 NA 1.074026 9.795100 9.710371 1.074026 7.028197 8.620895 9.213552 19.457724 6.359403 8.666458 7.894179 8.208427 6.643856 7.696052 5.658963 10.217384 1.074026 10.935087 10.237688 9.624747 6.140089 7.395929 10.200705 6.931982 12.167088 3.395927 10.136047 9.366322 8.198122 9.858636 9.042667 9.551759 11.108800 NA 8.541606 8.504453 10.444688 9.393673 3.074009 9.345464 9.158809 7.016515 4.533433 8.302819 7.919491 13.903624 13.750619 8.508629 13.815889 12.332272 5.533433 8.413850 9.449040 9.090809 10.536503 10.401553 3.533426 4.243928 13.415658 5.359402 9.577826 2.395940 NA 10.200705 6.828888 12.507586 9.902137 11.753481 9.101907 8.056994 5.582113 4.395927 10.046980 12.185462 9.986875 10.299208 13.028379 10.009166 NA 11.033278 8.541606 10.835552 8.947445 6.855361 8.039785 9.947445 12.380347 9.013580 10.928090 6.028198 7.589701 7.243925 14.548733 10.793389 12.288016 5.828888 NA 1.658965 9.541606 11.566355 10.323079 6.788246 10.201995 12.1844839 11.3472134 9.9928639 11.3547714 3.5334263 9.8338888 8.7322122 4.2439280 8.5002655 10.3323900 4.3219281 5.7744392 10.6969675 8.3823396 11.3225212 9.5718524 2.0739916 12.8871805 5.1183930 5.9319808 7.2607587 8.0908090 6.5817956 9.3846135 11.3897162 8.0852276 4.4663204 12.0080600 9.1427790 5.7464256 12.0935913 10.5252117 8.7744402 10.6063565 2.8813514 8.8188343 6.8813551 11.9460906 5.7178573 7.5738463 9.1667576 9.5408724 12.1965051 3.6589655 10.2007050 3.5334263 10.0880211 10.6141286 9.6997093 13.0927224 11.9315929 7.3028189 9.8087102 10.2058575 9.9853926 5.8553594 10.1427788 9.4093909 NA 2.0739916 NA 10.3948011 14.0307297 8.1508160 0.0739573 7.4577051 8.2439256 9.5877282 TCGA-Y8-A894 57 0 NA 567 kidney stage i t1a nx mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes 13 1987 white not hispanic or latino 376.31.0 NA NA 2 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8215698 10.1794343 5.5672229 0.2695120 11.4730931 9.3629941 12.9747416 NA 0.5759899 7.8842511 3.7289762 9.1254478 11.1893977 8.5347655 11.4655285 9.9229835 10.0255414 8.9407875 6.3066305 11.0316463 8.9396071 6.3356297 7.7957144 1.6845944 6.1844251 -0.3154505 4.1108393 10.1844246 10.0233151 9.2458666 0.2695120 8.6732635 9.5580229 9.9151997 6.7613943 9.6525254 8.8570062 4.2391689 6.2002787 9.9109909 2.1440137 11.4874989 NA 10.0210852 10.6424063 -1.3154505 6.9883598 8.0811836 9.6640038 10.5959706 7.8164359 2.7720334 11.0619221 9.4636578 8.0854581 3.6845831 3.7289762 10.3906430 9.4959533 2.2695419 3.3284344 9.4560681 -1.3154505 11.0163354 5.0939700 9.0661218 9.7957014 13.5138555 8.7262379 8.6944073 15.1007000 8.7839264 10.0715189 4.9513640 10.5047576 7.5079460 2.1440137 2.6341053 11.1029584 9.1634494 8.8719308 10.1368199 9.6395021 8.1804338 8.1943535 7.4626560 13.1719791 11.0191313 NA 12.0231758 9.3607738 9.6101331 NA 8.8519970 13.0663920 9.6460283 8.6358636 7.4757415 8.4887098 12.1105813 9.7138659 7.6154340 4.4124970 8.6561223 NA NA 10.2251910 2.3850168 9.4683954 9.8015724 9.8362295 8.2487284 9.2798362 8.8125730 11.2302672 10.0025565 10.3324867 13.4327715 -1.3154505 11.3112847 10.9647695 9.8946412 9.5300688 10.6992966 -1.3154505 0.2695120 2.0065135 NA 7.2732930 12.7211816 11.7493214 8.1337274 8.5300688 10.5614793 0.2695120 8.3763221 4.7069449 11.2676614 10.2324372 11.8692030 4.2081426 4.9513640 10.7079866 1.0064776 3.4919300 5.2695419 2.4919300 7.2544344 12.6176238 10.5249632 12.7663950 9.5198397 7.8368633 10.0715189 7.5793967 10.9698219 8.1582845 10.1316619 2.2695419 10.1504716 9.5190498 8.3867515 12.9125706 11.0269312 11.4769623 9.8292369 9.0661218 9.2991689 12.0097436 9.2022480 10.5653101 8.6902034 8.7627295 0.2695120 10.1869133 10.1978128 -1.3154505 8.9540209 10.9301314 9.2217971 10.9472608 9.5417822 10.8151493 10.9794866 9.6086489 9.0388943 5.4260467 7.6732631 10.0366222 -1.3154505 4.9699793 8.9780503 6.8842511 12.5120206 10.0960897 9.3631787 10.3320371 9.1233706 9.3212034 11.1141946 8.7680579 10.9814949 9.1326951 -0.3154505 10.9510724 3.7289762 0.8799410 7.1399064 2.1440137 10.7303383 1.0064776 6.9883598 5.6440005 4.2992886 NA -1.3154505 12.1589184 11.1896459 11.0357940 12.2891319 6.1192068 10.2036399 5.8413190 10.8403456 10.7727044 11.0585313 8.7520129 9.8737855 12.1923733 0.6845495 8.9037472 0.2695120 NA 10.1264853 7.3175736 8.8228506 8.2506329 10.0590748 9.9378353 10.7779963 1.0064776 11.5765522 14.1407085 9.7479737 NA 6.5716768 -1.3154505 1.8545144 7.2159600 15.4774325 10.2130328 8.3266304 12.1778087 0.6845495 9.3910747 8.5030971 9.8657310 9.6241579 7.4789944 11.7535249 9.7700512 10.3653777 10.4890002 3.2081426 10.2863495 9.3248237 5.5746616 8.1619930 10.1176425 -0.0063668 0.0019418 0.0000000 0.0023581 -0.0070926 0.0018030 -0.0062286 -0.0175290 -0.0299940 -0.0051227 -0.0051227 -0.0051227 -0.0096806 -0.0422450 -0.0063668 -0.0063668 0.0019418 0.0000000 0.0000000 0.0000000 0.0000000 0.0037465 -0.0597880 0.0015255 -0.0033658 0.0018030 -0.0052610 -0.0052610 -0.0062286 -1.0062000 -1.0062000 -0.0077200 0.0061090 -0.0066432 -0.0176660 0.0000000 -0.0299940 -0.0051227 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.084391 12.968535 10.326179 12.409732 9.854504 NA -1.315451 10.230026 10.032167 NA 8.237248 8.565693 9.063957 9.711794 3.269542 2.772033 7.006507 9.118164 2.932515 8.591469 11.679109 9.758720 -1.315451 10.080648 9.219854 10.489113 2.854494 13.301013 9.960121 9.540226 12.289815 5.412500 6.239167 8.260118 10.230508 10.513112 9.5174686 10.7038219 8.7852409 -0.3154505 9.2410848 9.9519507 8.6019509 10.9803476 4.3284344 10.1824305 8.7627295 5.7931025 1.0064776 9.5284998 7.8444503 13.0491238 10.3450203 9.9809214 13.7747325 12.7590547 7.3102874 9.3257273 9.7330655 2.7720334 10.1849227 9.9831854 2.1440137 6.1923737 13.2557980 7.9607028 10.2367674 -0.3154505 NA 8.3953850 8.0939694 12.5562915 10.2544343 13.4327715 9.4209807 9.3614172 6.2221863 9.9940551 8.5456657 12.6158702 11.8692030 12.5444046 12.1677647 10.9407874 0.6845495 10.6525254 11.3906430 9.6438562 9.4895164 8.3867515 8.2468213 10.1809332 12.9693305 5.5425583 11.6123530 6.5237830 6.8842511 8.1683943 12.7881001 11.0875907 12.8591923 7.6064193 -0.3154505 -0.3154505 9.4192884 12.4543132 11.6118104 7.7773355 11.5079459 11.4983599 12.9571356 10.0255414 11.0316463 5.7506681 11.8601282 5.8343269 2.4919300 9.9659293 12.2038206 2.1440137 9.7445991 12.2424863 7.6123569 10.5406151 10.4163220 2.5914640 14.8871043 7.5660906 6.8842511 7.7736845 4.2695419 9.6789321 9.8557555 9.7779302 9.1240461 3.5914640 9.5448897 9.7989717 8.9676669 10.6514446 9.8273240 11.6362277 11.9640442 3.3850168 9.5479907 4.8138633 13.6187676 8.1943535 7.9205928 9.5198397 8.3451630 11.5141032 -0.3154505 8.8988979 NA 10.1978128 10.8450804 10.3583294 12.5120206 9.9115929 9.4667578 10.9814949 10.7640635 10.9476894 9.4975581 10.1429853 10.5790176 0.2695120 1.8545144 NA 7.9560415 11.5302432 9.4798067 NA 9.3910747 8.5656927 10.6954564 TCGA-Y8-A895 74 0 NA 484 kidney stage i t1b nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 376.31.0 NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6226807 9.4133275 8.6186652 NA 10.3396198 7.9064427 13.1469747 0.3946239 2.2586094 4.7638949 6.5170599 8.4856583 10.3527330 8.4133275 11.5018808 12.9301011 10.1977185 8.5494817 4.7404365 11.4158750 7.1271143 6.1792543 10.6957788 -1.1903386 6.6170560 NA 2.3946513 10.9041088 10.3507978 9.6226808 5.3946650 8.6551912 9.4262501 10.8427800 8.6614503 9.4909397 8.5427166 5.4535571 9.5401713 9.8984894 2.3946513 8.5427166 6.5170599 11.0306840 9.9208369 1.3946788 9.0564418 8.0834969 9.9626197 9.8649836 8.1134817 6.4244115 11.1283259 8.4696972 8.4714793 2.7165959 NA 9.0397216 7.5645885 5.2020180 6.4535571 10.1879961 1.1316553 11.1974493 9.5477935 5.3174958 9.2587775 10.8072336 10.0712085 5.4679120 15.2589788 8.7165918 11.5984195 5.6425918 10.6587153 7.8348408 0.3946239 5.2710969 9.4979516 9.6386310 8.5528527 9.9142999 9.6146388 8.7653511 10.0209812 6.0670901 12.9346303 11.1661532 0.8096614 11.3977131 9.4450022 7.9156099 -0.1903386 8.2813765 12.5291970 8.9758643 8.0457154 7.8595497 9.4821265 10.9299391 8.1539973 6.4999081 NA 9.1383763 -0.1903386 NA 10.0221976 2.3946513 7.1316296 9.9695726 9.8033473 8.2894813 10.2778161 9.3937242 11.0623991 9.4049587 10.2121803 13.3612292 -1.1903386 10.4785064 10.7470750 10.6946348 11.5361323 10.1528869 NA -0.1903386 NA 1.3946788 5.7522160 12.8309415 10.2385847 10.7733198 10.0112126 11.2164377 2.3946513 8.9632533 3.5101391 10.8561432 11.6196703 11.2533545 7.1847405 6.9645188 11.1495512 1.6170633 3.8540954 6.5976042 1.3946788 9.8798221 12.5456802 10.3937241 12.7272598 9.9331760 7.6831455 10.0799966 7.6234821 11.0002883 9.2629719 9.0939470 5.0764864 9.8224934 10.0451172 8.3604481 11.6022882 10.9325292 11.3246618 8.8431243 9.2547161 6.8574250 12.5131722 8.7492805 9.7195943 8.4987383 8.0858256 NA 7.6008644 10.0300796 -1.1903386 8.2396935 10.4830103 8.5461031 10.0933684 7.9492524 10.3209597 11.8188300 10.1656028 9.1048388 0.8096614 8.5511684 9.8451877 1.8097025 10.0858256 5.1316306 5.7638975 11.8697216 11.3937242 9.8362246 10.5174917 10.3738507 9.4021583 10.8343491 9.0492997 10.9296150 7.8125162 5.3488591 10.4395131 3.8097025 2.1316224 7.4280871 1.8097025 10.2401538 0.8096614 7.6707879 6.3178124 3.9796230 -1.1903386 -1.1903386 11.3278625 10.5477935 10.6618405 12.3146443 7.9364059 8.6394239 6.3269777 5.9896113 10.7079247 10.4431506 8.6738875 9.7617144 9.4589573 10.5700054 9.4643372 -1.1903386 NA 10.2675950 8.0385201 9.0044581 7.9645194 10.1841973 10.7916252 8.8445002 5.3332627 10.5766441 13.7730037 10.9331760 2.3946513 1.9796230 -1.1903386 1.1316553 6.6298797 14.8373049 10.8517025 7.5066686 10.6976833 NA 9.3585231 8.2587879 10.1578760 9.5213682 6.6667495 10.9840028 9.4979516 10.4285455 9.8458748 2.2691229 10.0558480 10.0234130 4.8146530 8.7496184 11.4401959 -0.0049844 0.0148880 0.7606300 -0.0096840 0.7642700 -0.0008316 -0.0123000 0.7023200 -0.0550950 0.1048200 0.1014200 0.1176700 0.1256400 -0.0071481 -0.0071481 -0.0049844 0.0148880 0.7546300 0.7546300 0.7546300 0.7546300 0.0118180 0.0047190 0.0000000 0.0000000 -0.0008316 -0.0102320 -0.0102320 -0.0123000 -0.0063177 -0.0063177 0.0063871 0.0063871 -0.0080244 0.7045300 -0.0042929 -0.0550950 0.1048200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.715 0.715 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.717 0.717 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.126 0.126 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.715 0.715 0.702 0.702 0.000 0.000 0.000 0.000 0.000 0.000 0.717 0.717 0.000 0.000 0.000 0.000 0.755 0.755 0.000 0.000 0.000 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.000 0.000 0.126 0.126 10.5774719 12.0586665 11.1282440 13.9312752 9.1716449 NA 4.0951058 10.0712085 10.3627256 0.3946239 7.1803886 7.5679241 9.4571596 13.0196114 6.0093740 6.3015547 6.5308011 8.1672530 6.2020180 8.1890798 11.8313753 10.3918432 -0.1903386 9.2516079 9.9370508 9.9670481 4.3015511 13.4561474 10.3303199 5.8431246 12.0585138 4.9796275 7.3642896 9.8717474 8.2732254 10.0546597 9.0481059 10.2732256 9.8978269 0.3946239 11.5237320 8.4768126 8.4891812 10.6896673 3.0576236 10.1506640 9.3536998 7.6394239 3.2020258 9.1372537 5.8320697 12.7880542 10.8424358 9.4207260 13.6251846 12.6456529 6.3174958 7.1847405 10.0852438 7.4280871 10.2823921 10.1083367 3.3946650 3.3332663 13.5499563 4.0951058 9.5469485 0.3946239 NA 10.0893118 8.5410203 13.0964033 9.8825038 13.3612292 9.1987947 8.6551912 6.5468466 10.8855146 10.9338225 13.8386432 11.2533545 11.7182815 11.6715635 10.3317923 1.1316553 11.1647770 10.1327560 10.9399500 8.8717473 8.3604481 7.9896102 9.7595279 12.5394282 8.2894813 11.0487030 6.5444112 7.5101407 8.7030027 12.6570444 11.1553837 12.3587639 9.0300795 1.8097025 -1.1903386 9.2296615 12.3887814 10.6605912 7.0481065 10.5691733 11.4510756 11.8054684 10.1977185 11.4158750 4.2020180 11.4151807 9.0799964 5.1134838 9.3937242 6.3408489 2.3946513 8.7697030 12.2899663 9.6715635 10.8561432 9.8089967 2.1316224 14.1392523 8.6552384 7.5877783 7.8303479 6.6551915 8.1998701 9.6425913 9.0252343 8.6536222 3.8097025 10.3065550 9.9889882 8.2773069 10.8258130 10.1048962 11.4246411 11.5038414 1.8097025 10.6485112 1.3946788 12.5446278 8.1203141 7.1271143 9.9331760 9.7858142 12.3174959 -0.1903386 9.6746612 2.1316224 10.0300796 11.2521264 10.2757777 11.8697216 10.6808364 9.2095131 10.9296150 11.1724670 10.5027525 8.5187849 10.1271139 10.5877784 -0.1903386 -1.1903386 NA 9.3105430 11.5739695 8.4803576 0.3946239 9.3585231 8.6024914 11.6553873 TCGA-Y8-A896 62 0 NA 567 kidney stage iii t3a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes 50 1965 white not hispanic or latino 376.31.0 NA NA 1 3 4 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.2539721 10.2732727 8.8809551 3.9141244 13.0271539 9.0515760 13.7983852 2.1916574 5.4275358 5.8004651 7.5279398 8.2118027 10.9957871 8.3312076 12.2370063 10.0589349 10.6839099 8.6494473 5.1735073 11.1502089 9.2425932 6.2006456 12.3728084 2.1916574 6.0791818 NA NA 10.7630296 9.8434254 8.9236540 6.6246156 8.6657676 9.4742813 9.9250105 11.9720319 9.8093072 9.5856901 6.8063666 12.1662141 9.7960240 5.6379116 10.3814807 1.1916258 9.8704324 8.9154877 3.9990078 12.8532561 8.6095086 10.5248115 10.6379124 7.8948675 9.6625183 10.9611105 8.6510879 7.8948675 5.3775229 2.6770797 10.2179029 8.8166343 3.6246156 7.6962763 10.3111160 8.9072750 10.0913152 10.0131113 5.9031516 10.5993191 8.7675734 10.6758748 7.3615815 15.9080255 8.3991587 8.5315062 5.2791184 10.4391090 7.8441427 3.0396473 4.3370046 5.5839733 9.2162417 8.8326239 10.0663302 9.5465667 8.5891170 9.0321193 6.0595521 13.5722795 11.3108567 NA 11.4649855 9.9548951 11.2761988 NA 7.7856074 11.5938155 8.2469386 10.1843113 8.2980882 9.1848776 10.9358172 8.6819053 8.1028922 NA 8.9411905 3.5701714 -1.1303654 9.5474477 1.4547023 8.7841133 9.9472114 9.6103520 7.8355123 10.9690759 10.3555574 11.4186053 9.5500876 10.2598971 13.1733661 2.4547023 10.9674968 10.8802561 9.9717038 9.2598969 10.7057784 -1.1303654 0.8697135 2.0396648 1.4547023 8.0913153 13.4505754 11.6065528 7.9912616 10.5623436 10.9805375 5.2959911 7.3332520 8.6962766 10.8195548 8.1939087 11.1457681 9.1882708 8.5942417 10.8235607 8.3022701 0.8697135 6.9782528 -1.1303654 10.8979794 13.9297906 9.6321100 11.9302551 9.5701678 3.0396473 9.8195548 7.6962763 10.4051638 2.1916574 7.9782523 9.4414808 9.8731265 9.6633313 8.2791188 12.2391891 11.3347842 12.3422920 10.0251787 8.7370066 6.7427419 12.6465723 8.6754719 9.2949439 9.0706265 8.0421557 NA 6.8004651 11.0549132 1.2088918 7.5411981 10.3116348 8.9977223 10.6370849 8.1620499 10.5553529 11.2804444 10.6690097 8.2256075 5.0396517 8.4281487 9.8541465 NA 10.2668678 9.0949354 6.2095781 12.3455881 11.7898948 9.0803994 10.4871955 10.6090867 9.1792045 10.9580293 8.8484386 10.8704323 8.5579783 4.1551339 11.1209145 3.3932926 -0.1302075 7.5839733 2.8697332 10.4011095 1.6770797 9.0283376 7.4621104 5.7645452 -1.1303654 0.8697135 11.6724463 9.8071019 10.7152181 11.9455414 7.5874047 9.3402752 6.8990149 7.0041542 10.9151464 10.8498676 9.2928439 10.1241662 11.9634757 7.7766186 9.2631185 -1.1303654 NA 10.0864740 9.1950335 9.1700805 8.3454616 9.6633313 12.3936575 11.0147049 2.0396648 11.3937800 12.6641439 9.8129755 -1.1303654 4.0396561 2.0396648 2.3291523 6.6899071 14.5699239 10.0564613 7.7885911 11.4398209 -1.1303654 8.7120785 9.1524922 9.9505455 9.2040013 7.2404155 11.0764372 9.9821675 10.4199939 9.9802114 4.1916574 9.5736317 9.3137075 4.2747015 7.5612620 11.5760082 0.0101840 0.0057307 -0.0027321 -0.0173530 0.5367200 -0.0111590 -0.0031473 0.0138100 0.0134430 -0.0890000 -0.0890000 -0.0890000 -0.0890000 0.0101840 0.0101840 0.0101840 0.0057307 -0.0051266 -0.0051266 -0.0051266 -0.0051266 0.0014255 -0.0201000 -0.5843400 -0.5792700 -0.0111590 -0.5649200 -0.5649200 -0.0031473 -0.2797100 -0.2797100 0.0026744 0.0026744 0.0131130 0.0108810 0.0111750 0.0134430 -0.0890000 0.000 0.000 -0.173 -0.280 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 -0.579 0.537 0.537 0.000 0.000 -0.565 -0.565 0.000 0.000 0.000 0.000 -0.173 -0.280 0.000 0.000 0.000 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 -0.579 0.537 0.537 0.000 0.000 -0.565 -0.565 0.000 0.000 12.932112 11.954702 10.307480 10.267403 9.371565 NA 1.677080 9.924332 10.164366 1.454702 8.049637 6.136515 9.293894 14.307123 8.355557 9.216242 6.563215 5.079182 8.547448 7.930424 12.595520 10.271674 8.037146 8.675472 9.741864 10.545244 8.702618 7.064485 10.929411 7.136514 12.260289 5.408888 7.295993 8.333252 8.554477 10.303314 9.5243640 10.1860096 9.0657153 0.8697135 10.1854438 9.2833560 8.5993487 10.2647265 4.9990123 10.1689361 9.4127599 7.0595521 5.6641443 9.4443215 6.1826109 13.3537327 11.7475873 9.8122426 13.2483616 12.7575198 7.1735092 9.4050034 10.1318229 10.1382700 9.8626663 10.5809649 8.9452071 4.2620422 13.1222457 5.1365154 9.8626663 -1.1303654 NA 10.4035445 7.8920959 12.3654582 10.0601701 13.1733661 9.0852611 8.5544768 7.0930055 10.9723599 8.5562286 12.4916654 11.1457681 12.0178868 12.5015872 10.4593792 3.7766199 11.4647524 10.2844133 11.6974677 9.4233574 8.2791188 8.1984028 10.1306475 12.2900831 11.3398785 11.3772725 7.4433754 8.1735087 8.9690759 13.6459621 11.2791190 13.0724641 8.8268300 -1.1303654 NA 8.6379123 12.6532379 11.3603834 6.8004651 10.6432794 11.9322802 12.0215374 10.6839099 11.1502089 6.8920959 11.0518120 12.9490461 6.4166219 10.0002987 11.4780083 5.6379116 6.1365154 11.9227783 9.0657153 10.9542043 10.1140919 1.8697135 13.2252856 7.1141869 7.6802997 7.0658631 9.1950335 8.7871000 10.0552229 9.7089318 9.0421557 4.3932926 11.2812390 10.4267130 8.6195975 11.3291597 10.3434338 10.5925356 11.0746048 4.9782506 10.7811200 7.7183507 13.0373195 8.2425930 5.4395832 9.5701678 9.6688720 12.7161978 4.7766199 8.5649562 -1.1303654 11.0549132 10.8030499 10.9694046 12.3455881 10.7580908 8.6608908 10.8704323 10.7641669 10.4770584 8.2833560 10.3393699 10.1950335 0.4547023 -1.1303654 NA 10.1481775 11.7495602 9.2360503 -0.1302075 8.7120785 7.8640815 11.1446885 TCGA-Y8-A897 68 0 NA 549 kidney stage i t1a n0 mx 19-3-2015 female 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 376.31.0 NA NA 2 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5102190 9.9711029 8.1680553 NA 12.2853126 9.2240931 13.3528270 -0.1149724 2.0532851 6.0448378 6.0245192 8.0245180 10.4844147 7.8420687 12.0656530 11.6124618 10.6473488 9.1575965 5.1517533 10.6107590 9.2751358 5.9617831 12.8528234 1.8849495 5.8736508 NA 6.4623959 10.1101742 10.8888360 8.2665097 2.3444024 8.7706632 9.2136416 9.9724296 10.5247596 9.4783579 8.4811564 4.8849690 4.9510562 9.4114661 5.9617831 11.4564824 7.7797843 10.8478627 10.0296250 3.5288213 10.3942469 8.4491164 10.0573942 10.2853125 7.7614834 5.9073354 11.5000584 8.2699233 8.0846389 4.7429494 4.3112343 9.8223406 9.1364493 3.6398573 7.6955387 10.5195010 0.8849495 10.8898894 10.1209809 5.4996769 8.6280339 12.2393539 10.2616348 7.6498382 15.7753023 8.8622468 10.7568720 4.7178573 10.2853125 7.5179622 4.7676124 2.4699381 9.1053452 9.2826413 8.9017750 9.5810650 9.1137854 8.7812991 9.4885931 6.2158843 13.5766012 11.4371555 NA 11.9923473 9.2249505 8.7491528 NA 7.0090885 13.2445791 8.1749856 9.5413917 7.2643450 8.6712364 10.9803637 8.7948600 9.2733070 5.1517533 7.5538520 -1.1149724 6.6728694 10.1910285 2.8849690 8.0397849 10.0692223 9.9010787 8.0747912 9.7099256 9.1864629 11.3395257 9.2869128 10.1305195 12.3155500 1.2068932 10.4038609 10.4304140 9.9409270 10.0308990 10.3652520 NA -0.1149724 -0.1149724 -1.1149724 6.5714675 13.1990543 11.9024711 13.3486827 9.8000992 10.6082010 4.8622480 8.0296252 5.3112306 10.6502529 11.1795875 11.8072854 7.4124437 9.6818175 10.5547376 7.2336944 4.8622480 5.1887491 -0.1149724 8.7963586 13.0190722 10.4090187 12.3276511 9.4124437 8.4904462 9.8672474 7.2336944 10.1387670 9.8557917 8.9524011 7.1795877 9.5635405 10.6030715 7.8216050 12.1940167 11.5236289 11.1414703 10.0123163 9.0292682 8.6899690 12.7259413 9.3576576 9.8208684 7.8764887 8.5252119 NA 6.7978560 11.0324897 NA 9.0530119 11.2932965 8.6858666 10.7599481 9.6712364 10.4746180 12.0006607 9.8406167 8.5268196 4.5854073 7.0992857 10.0257965 0.8849495 10.3763188 7.3808221 6.3927622 12.4567194 10.5644469 9.7637840 10.7483787 10.0486164 9.0723189 10.9350943 9.0821834 10.6527374 8.4046030 0.8849495 10.3054534 4.3768182 2.7918557 8.9921838 3.1328894 10.8796738 0.8849495 8.8082943 5.1703698 4.5854073 NA 0.8849495 11.6566626 11.0045564 10.7959842 12.1432383 8.1113788 9.6077146 6.1574561 7.6858666 10.9187339 10.3484912 9.1399953 9.6687836 12.1036813 7.1841751 9.2147630 -1.1149724 NA 9.8835571 8.3566421 9.1989835 8.2686711 9.6704192 11.8493076 11.7776993 1.4699381 9.7514729 13.4109769 9.8075512 -1.1149724 7.3848122 -1.1149724 2.0548832 6.4241260 14.3250248 10.5346720 7.1233713 11.5211382 -0.1149724 9.0155374 8.7924734 10.2469105 8.9987089 6.5784542 11.2834433 9.9031669 10.7174612 10.0467285 3.8391635 10.0938108 9.4633394 5.0540887 8.5389405 10.5705916 1.6642e-03 8.2160e-03 2.3581e-03 0.0000e+00 -1.6629e-03 -3.7395e-03 -1.6647e-02 -1.2438e-02 -8.4386e-05 3.7500e-02 3.7500e-02 3.7500e-02 3.7500e-02 1.6642e-03 1.6642e-03 1.6642e-03 8.2160e-03 2.3581e-03 2.3581e-03 2.3581e-03 2.3581e-03 1.6642e-03 -2.7707e-03 1.9418e-03 1.9418e-03 -3.7395e-03 -1.0140e-02 -1.0140e-02 -1.1473e-02 -3.7395e-03 -3.7395e-03 6.8050e-01 6.8050e-01 -3.3243e-03 6.7030e-01 -8.7146e-03 -8.4386e-05 3.7500e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.680 0.000 0.000 0.662 0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.680 0.000 0.000 0.662 0.662 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.2074583 12.3568959 10.5019750 13.7433364 8.9974062 NA 0.8849495 9.5449627 10.3897162 -1.1149724 6.5288229 7.6858666 9.1293307 14.9543116 6.7241700 8.0397849 6.9128726 8.8347934 7.5252115 8.3154195 10.7253513 9.5626864 4.0944219 9.8651063 10.2594575 10.0372517 5.2068932 15.3899099 10.3753162 9.0232384 12.3441332 5.5854073 7.3279101 8.3320500 9.5197778 10.3247977 9.2621773 10.1517533 8.8779049 NA 10.2627196 8.8835573 8.6646862 10.4467320 3.2772855 9.9987089 9.3848127 7.2985951 3.7918557 9.4605061 7.7241707 13.1961474 10.9717664 9.5644468 13.4720997 12.3971294 6.4699299 7.4586141 9.8849668 8.3748148 9.7460537 11.4018979 4.7178573 6.1610916 12.7360325 8.0039080 9.7759909 1.8849495 -1.1149724 10.1328942 7.9537448 12.6785701 9.6712364 12.3155500 9.4614510 8.6213688 6.3038319 11.7794056 10.0592683 12.3045320 11.8072854 11.4253370 12.1618181 10.7530176 2.2068932 11.0812615 11.2903742 10.5551804 9.1978497 7.8216050 8.0698423 10.0039079 12.4728614 9.5679614 11.1625448 4.7178573 6.8216044 8.6162856 12.9866511 11.9647848 12.4764891 8.9142539 -0.1149724 NA 9.0155374 12.6673508 10.8968020 7.2336944 11.0251575 11.6838435 12.3120176 10.6473488 10.6107590 6.0448378 10.6597538 9.9177013 4.5288213 9.4095085 9.9486382 5.9617831 9.0932012 12.1574332 9.6222140 11.1266520 9.8891873 2.6923156 14.6484385 7.9744175 6.9402490 8.1721945 7.6987477 8.9429584 9.9577692 9.3020809 8.7115152 7.6531510 10.2879787 9.5828030 9.0747912 10.9045575 10.2353535 11.1622542 10.9584389 2.9724353 9.9066408 1.6923379 12.4014806 8.7491528 8.6777570 9.4124437 10.0850439 12.3165949 6.0548919 9.4932216 0.4698860 11.0324897 10.9466755 10.6082010 12.4567194 11.1370408 8.9156338 10.6527374 10.6461024 10.4801217 9.3122797 10.1841748 9.7359349 2.0548832 1.6923379 -0.1149724 9.7653156 11.0986816 9.3707961 NA 9.0155374 9.0698420 11.0916759 TCGA-Y8-A898 69 0 NA 475 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 364.32.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.2326755 9.6468755 8.9516102 -0.5180811 11.6590765 9.0636022 13.4769406 2.0669158 3.6470727 6.1684696 5.9249122 6.3399497 9.7788847 7.9577022 12.1717481 12.0560889 9.4156592 7.8913596 6.4592480 10.6920310 8.7510951 3.6518898 12.3158469 1.4819705 5.3148596 NA 2.0669158 10.1710930 10.3282424 7.9897629 4.2368523 8.3148587 9.3037424 9.8591790 11.4138141 9.7834647 8.3948579 4.9082317 7.8526562 8.9698084 8.7083807 11.4093761 8.9454930 10.9798204 9.6631208 4.7298953 11.1140549 8.1076774 10.5064156 10.1737120 7.2098890 6.3523330 11.1439113 9.0403892 7.5043360 5.3888577 4.5694303 9.0537212 8.9124211 4.3888577 9.1294270 10.5687681 1.4819705 10.5976625 6.8128858 5.4361652 7.6568446 13.1880328 10.0394322 8.7604179 15.9406635 8.1614484 10.3453805 4.1824063 10.2666034 7.9249122 4.7673688 4.1367492 8.3828354 9.5029485 9.3337176 9.4405212 9.1167796 9.3615517 9.0948370 5.8038960 13.5796715 12.3134737 4.1258247 12.0461180 9.3248216 8.2796301 NA 7.5957110 13.1547253 8.5587842 8.8635114 8.1401800 9.6556456 10.3132758 7.5587842 8.1996792 NA 8.2600454 0.4819189 NA 9.5760463 2.6518898 8.2666034 10.0269330 9.8005114 8.4361648 10.3061318 9.2649668 11.6878961 9.1979305 10.2468401 13.1812156 NA 9.2020418 9.8828480 10.7469974 9.3085170 9.9848004 NA 0.4819189 1.0669502 2.2893328 4.2368523 13.6656039 11.0851312 13.1848987 10.6668438 11.0138373 5.6914225 8.2501530 6.1401795 10.1392870 11.0971383 11.3100851 7.2698710 10.6196001 10.8301434 5.2893218 4.1258247 5.5480574 NA 8.9556743 13.2034950 9.2318380 11.1828417 8.9577019 6.7948512 9.3037424 8.0288631 10.3014052 10.1675934 9.0874480 6.1684696 9.4575155 10.5667769 7.0744252 10.9118983 11.9045589 11.8367688 9.0669309 10.1122357 6.7943977 13.2147719 9.0346375 9.0575077 8.6317155 7.9249122 NA 6.6914225 10.3484747 1.0669502 9.5133940 10.9434479 8.1543938 10.2600457 8.5426643 10.3061318 12.1149637 10.6649836 9.4200337 5.0669330 8.6009097 9.6022063 0.4819189 9.6791852 7.4361652 4.2893254 12.7221636 11.3120876 9.3243190 10.5304554 9.5561100 8.7534314 11.2173807 9.8395205 9.8295899 7.0593975 1.4819705 9.7047634 3.2893181 3.8038986 7.2763841 2.9414068 10.2368560 -0.5180811 9.6329850 5.8742855 4.8038986 NA 3.1824063 11.5740649 10.9961894 10.4288748 11.9027183 8.3337176 5.0055302 6.4194310 8.2030675 11.5940821 9.8050233 8.8038967 9.5358943 9.8284823 4.2893254 9.4549482 NA NA 9.8218185 6.9818138 9.9362678 7.8218186 10.0250003 11.4851350 10.9285349 3.4819705 9.2812501 13.5836160 10.1490801 NA 4.1258247 1.8038883 3.4819705 4.0669330 14.6655264 10.0650513 5.7107872 10.7765892 -0.5180811 8.4390704 8.5208874 10.8422670 9.3948579 6.3021472 11.3978479 9.5891856 10.9008753 9.4706532 4.3399497 9.1312247 9.6938568 4.0055347 7.8051583 11.7965518 -0.00097017 0.00680440 0.00305220 -0.00639730 0.60142000 -0.00180140 -0.01243800 0.55443000 -0.06297900 0.03799000 0.04145800 0.04145800 0.04771100 -0.04444400 -0.00097017 -0.00097017 0.00680440 0.00305220 0.00305220 0.00305220 0.00305220 0.01112100 0.00416320 0.00027728 0.00027728 -0.00180140 -0.00678130 -0.00678130 -0.01243800 0.00252050 -0.00193990 0.00000000 0.00000000 -0.00857660 0.56347000 0.00000000 -0.06297900 0.03799000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.563 0.563 0.554 0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.594 0.594 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.563 0.563 0.554 0.554 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.594 0.594 0.000 0.000 0.000 0.000 0.000 0.000 10.828482 11.575386 10.498080 13.312979 7.941400 NA 1.803888 9.504336 10.522779 NA 8.548058 7.236856 8.843912 16.096132 7.223435 8.725143 6.758093 7.771987 7.924912 7.269871 11.181541 9.972819 1.066950 10.183275 10.161281 9.423016 6.621520 15.000038 9.679185 8.125825 12.272924 5.263327 7.441971 9.199645 8.490397 9.687762 8.7322668 9.6643628 9.8987660 0.4819189 9.7310819 8.0781583 9.1789359 9.9454929 1.0669502 10.4171335 9.1858720 7.5263623 5.6717944 8.8871100 5.8218173 13.1605686 11.8707930 8.9937211 13.7215670 12.2919376 5.5263631 8.0855946 9.7522639 10.4470312 10.3360577 11.3929859 4.8038986 8.5126358 13.7483159 4.1258247 7.9976684 0.4819189 NA 10.4763219 6.2234361 13.0190656 8.9475350 13.1812156 8.4875929 7.7903074 5.9112506 11.4484739 10.3507910 12.9020603 11.3100851 11.3669022 12.6047965 9.8987660 2.9414068 11.3033439 9.5426645 10.7369971 8.1222135 7.0744252 7.6767251 10.1428558 12.4667430 9.2844850 10.8929498 5.3148596 6.7393567 8.0211271 13.7483561 11.5554406 11.6877618 8.4215477 -0.5180811 -0.5180811 8.5263627 12.7471440 10.2660226 7.4419706 10.2981522 11.7740025 11.3360577 9.4156592 10.6920310 5.6112521 10.2484974 9.5507468 5.4361652 8.5826309 10.5767917 8.7083807 8.1543938 11.7803175 9.9186801 10.9526274 9.3492472 3.3888646 14.3925176 7.7257616 6.2098881 7.6898128 8.5263627 7.4763217 9.5507468 9.0985175 8.6468755 7.9040330 10.0800210 9.3600194 6.5043360 11.3504053 10.5372509 10.5084919 10.3600194 3.3888646 10.2268023 4.1824063 11.7662808 7.1113256 7.0133495 8.9577019 9.6569316 12.3381995 2.2893328 9.5627860 NA 10.3484747 10.5188290 9.6443598 12.7221636 11.2094636 7.5426643 9.8295899 10.7239517 10.2789815 8.8016408 10.2763844 9.7937168 NA NA NA 8.8461031 11.5628060 7.9857941 -0.5180811 8.4390704 8.9897632 10.9818144 TCGA-Y8-A8RY 63 0 NA 769 kidney stage i t1b nx mx 19-3-2015 male 2012 NA yes NA kidney papillary renal cell carcinoma yes 30 1970 white not hispanic or latino 386.28.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.9586948 9.6717372 8.2564771 -1.4069809 12.3188180 8.3798912 13.2273333 2.8408459 1.3795101 6.3611033 6.3411123 8.4540060 10.7839784 7.9438586 11.3950316 12.3767360 10.1825704 8.7765548 6.4066999 11.2318076 9.7597100 6.5354340 10.5914674 3.4998076 5.4509011 0.1778540 3.7222037 11.1071402 10.3199887 9.0595056 5.0191859 8.8360933 9.6048453 10.0039004 10.6454873 9.8211367 9.2564774 5.8408459 9.7546809 9.8271378 6.0191837 10.8223389 8.6249650 9.3677063 9.7901359 4.8966981 10.7606509 8.0233718 10.6366301 10.1436660 7.5236568 4.2933558 11.2072288 8.7482687 8.4352694 2.4002647 3.4998076 9.6145934 8.6359466 5.4755616 8.1853765 9.6988278 2.5929234 11.0865245 7.3071644 7.7375773 10.0951395 10.6044960 10.2286374 6.9012579 15.1828044 8.2653445 10.5500213 5.3071662 10.9863097 8.4242263 4.1475102 4.9968678 9.5558152 10.1166036 8.5280845 9.9630617 9.3553013 8.4922762 7.8455848 6.4571050 13.0107058 11.5089853 NA 11.5260566 9.1490134 7.7144530 NA 8.3709964 13.0139321 9.1618255 9.6522637 7.0358625 9.4042939 11.0033705 8.1066467 7.8691132 3.5471166 9.1797591 NA NA 10.5310285 2.8408459 8.4210558 10.3114521 10.4126992 8.6414062 10.9720268 9.4075017 11.5968798 9.5687671 10.6437882 13.8305400 2.6803919 11.5935355 11.4107023 10.6899637 10.3002783 10.3577908 NA 1.5929234 3.1164812 -0.4071722 6.3544698 13.1953861 11.3379632 11.5102913 10.5869190 10.9720268 5.4998108 8.5162469 4.5702018 11.0317111 12.4509002 11.3157012 8.0726997 8.9238361 10.4843233 4.9852363 6.6750679 5.0023110 0.9148706 9.4725024 12.8022964 9.8390660 12.5772487 9.3986631 7.5644628 9.9755432 7.5412864 10.7201204 7.2864062 8.8289333 8.2076289 9.9148304 10.0656100 7.8643824 11.4518716 11.0782454 11.6932530 9.0716889 9.4621352 8.4473668 12.3066279 8.8444017 9.7864446 9.0917683 7.4540064 NA 7.7527907 10.3897701 3.4940315 8.7729651 10.0987308 8.8550142 10.3191374 9.4186730 10.3881472 11.0298910 10.2662283 9.9018555 4.2367758 8.5716298 9.8307267 1.1778540 9.7709615 8.7974903 6.0275478 11.7249369 11.3494755 9.1330471 9.8289335 9.9165370 8.9204720 11.1028303 9.1281947 10.7118603 7.6482015 1.9148324 10.9790511 5.0523507 1.1778540 7.3709960 2.7628378 10.0797542 1.5929234 8.6222063 6.5179685 5.3873350 NA 2.4002647 11.8113311 10.8160159 11.0123528 12.3300609 7.7401241 9.1926274 7.0834889 8.2385777 10.9490961 10.3759174 8.4709700 9.6420871 11.2225035 4.8966981 10.2108458 1.9148324 0.9148706 10.1651457 7.4755624 8.9405406 8.8503072 10.5080516 12.6966988 9.6710701 3.4002783 10.8702066 11.4888731 10.1565922 -1.4069809 4.0523550 0.5929234 2.4998076 7.2186281 14.6430017 10.7471045 7.4786159 10.8561884 0.1778540 8.9438583 9.2137346 9.8573618 9.5095452 7.6454870 11.4128987 10.4462288 10.2080890 9.7350901 4.6152868 9.5673338 9.4297586 5.7694412 8.1018234 11.6725707 -2.7707e-03 9.1705e-03 1.3868e-03 -4.3640e-03 1.2846e+00 4.1632e-03 -1.3277e-02 6.5093e-01 -3.4768e-02 9.7979e-02 9.7979e-02 9.7979e-02 9.7979e-02 -2.7707e-03 -2.7707e-03 -2.7707e-03 9.1705e-03 1.3868e-03 1.3868e-03 1.3868e-03 1.3868e-03 7.1797e-04 5.5459e-04 -8.4385e-03 -9.7017e-04 -7.2908e-05 8.7528e-03 8.7528e-03 -4.8461e-03 -1.1087e-03 -1.1087e-03 4.4411e-03 4.4411e-03 -2.4938e-03 -2.0784e-03 1.9083e-02 -3.4768e-02 9.7979e-02 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.000 0.000 0.651 0.651 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.285 1.285 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.657 0.657 0.000 0.000 0.000 0.000 0.000 0.651 0.651 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.285 1.285 0.000 0.000 0.000 0.000 0.000 0.000 11.153013 12.463284 10.284227 13.278982 9.346136 NA 4.052355 10.234971 10.185731 0.177854 7.203944 7.526610 9.120396 15.474057 7.921594 8.346136 7.044131 6.919348 7.765346 8.314019 11.704381 10.322965 2.499808 9.758454 9.837878 9.568767 3.547117 12.943168 10.188177 8.143666 12.073449 5.923836 7.155161 8.728628 9.457105 9.737577 9.1928321 9.9777029 9.7690923 0.5929234 9.7420311 8.9316556 8.4907647 10.7404422 3.4002783 10.4111020 9.0564437 7.6041462 4.4998076 8.9712142 5.7728279 12.9745298 11.2734985 9.4218490 13.9521540 12.0933877 6.8400868 8.5957341 9.5673338 8.8265390 10.7839784 9.9092008 4.5929174 4.3478074 13.0939478 5.4130998 10.2868418 0.9148706 -1.4069809 9.5623058 8.0441301 12.6440432 9.9271925 13.8305400 8.9215940 9.1797591 6.5388904 11.6510801 8.8420325 11.4501227 11.3157012 11.8974131 11.7436185 10.3586197 5.2511321 11.2998468 10.2972552 10.7410780 8.9215940 7.8643824 7.7452044 9.8205351 12.5226400 9.6810449 11.0689059 6.4194681 7.6013481 8.9766234 12.9792668 11.0827672 12.6476931 9.9783286 0.1778540 -1.4069809 9.0987309 12.1485868 11.3332439 7.2653450 10.5766254 11.7300705 12.2304498 10.1825704 11.2318076 6.3742796 11.1944579 8.8725299 5.6803834 9.6763986 11.0016045 6.0191837 8.6616976 11.9236849 8.7001362 11.0541429 10.2998469 2.8408459 14.4893226 6.5154744 6.7628444 8.0729215 8.0128793 8.9636068 9.4839433 8.7490022 8.7628441 8.0170857 9.9755432 10.1698759 8.4431060 11.2560326 10.3482241 10.6863368 11.6873269 3.9504684 10.1213733 2.8408459 12.8170792 8.5572600 7.0191837 9.3986631 9.6951246 12.3287925 2.4002647 9.3905809 3.1778859 10.3897701 10.9154107 10.4079022 11.7249369 10.6613616 9.2085490 10.7118603 10.8289334 10.5857549 9.3452999 10.5489323 10.5641035 -0.4071722 0.5929234 NA 9.3930103 12.0138058 9.0160352 0.1778540 8.9438583 7.9592416 11.0186596 TCGA-Y8-A8RZ 55 0 NA 205 kidney stage i t1 n0 mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes 20 1973 white not hispanic or latino 386.28.0 NA NA 3 3 4 2 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.84561420 9.23422251 6.89799909 NA 13.51142498 9.59485119 13.70262493 NA 3.16462540 8.30025874 5.81799923 7.39025066 9.67510704 6.67160900 11.05724176 9.17246126 9.96024062 8.33604813 7.42390083 9.04850431 7.52814073 5.71303039 14.15695053 -0.01493682 2.15503677 NA -1.01479105 10.54065696 10.36014861 9.83294949 5.09363200 8.98651731 9.45678439 10.01370595 9.99843177 9.61628619 8.00747697 5.27051025 2.89200237 9.23184973 6.99073368 9.23422251 1.30702043 10.48744374 8.34705304 2.44453456 10.92321850 7.54352991 10.33549587 8.30025874 7.53969778 12.58977821 11.43722425 8.99695134 7.73665290 2.89200237 1.98509963 9.52329809 8.81799923 3.07256890 5.92762391 11.55970269 2.44453456 10.86277674 1.57007427 3.15503677 9.10664276 7.07257211 11.04242403 6.90992188 15.28881856 7.65044506 10.87004277 3.37742920 10.54639705 7.34705259 0.98513607 2.44453456 9.90098859 10.07588315 9.31826441 9.90248124 9.20064216 9.82194853 8.71302971 5.97379493 12.76298088 10.98510916 NA 11.64041627 9.27104300 6.58502261 NA 6.81165726 12.65077818 8.52426784 8.97521316 7.92468841 7.72320153 10.71897187 8.24249676 10.87692322 1.57007427 8.33162282 NA NA 8.58502186 2.79245975 9.29003083 10.78964360 10.87232975 8.77301158 9.58780808 8.94221127 11.44601037 10.17493367 11.06025400 12.75360366 -0.01493682 10.69554969 10.35743016 10.82942259 9.01715499 9.30252172 -1.01479105 1.98509963 4.41137201 -1.01479105 4.86775318 14.58228879 11.61446577 12.50290155 10.43012404 10.47896463 4.27051399 7.89199994 4.65753712 10.87461310 10.00747697 10.99517561 6.64332085 7.18478114 10.85200165 0.57007427 3.30703501 3.57007427 -0.01493682 8.56064847 14.31094160 9.93785047 10.17986606 7.75329365 6.69246765 9.68207672 8.87537339 10.31595324 9.32384560 9.42182079 4.02950589 8.89456739 10.29003083 8.40927552 11.59058869 9.92689045 11.72720803 10.38438704 8.97521316 1.76752768 13.27893999 9.09885140 9.11953541 8.79407335 7.90098874 NA 9.90843661 10.78802936 0.57007427 8.86927982 11.00191741 8.22112355 10.66238835 11.25890476 10.18600774 11.99825732 10.13358574 9.18453620 3.79245975 7.08314102 9.91362756 NA 11.47370250 7.10922995 6.31602624 12.41634557 10.74624482 10.43374170 9.91436749 10.27108923 9.03631815 11.45272999 9.78195995 9.48096424 8.20669645 0.57007427 9.21992670 3.50866950 3.93930181 11.70535341 2.15503677 10.83724845 1.57007427 6.88597574 6.27051212 2.15503677 NA NA 11.87271058 10.45525961 11.44786704 11.59728655 9.91362756 8.23303673 7.23374812 8.73162349 10.69117339 10.51941207 9.89799849 10.22351390 10.95449565 4.86775318 9.84774657 NA NA 9.31714576 7.04580552 9.52038453 7.77301191 9.62354500 9.96952755 9.14119212 0.57007427 8.46286745 12.48071438 10.95952371 NA 2.15503677 0.57007427 0.57007427 5.83060013 13.39416855 9.06325997 7.96238880 11.20336966 -0.01493682 8.56442504 9.22360934 10.98968074 9.36989283 7.12466002 12.06675901 9.53873835 10.87689284 9.09516174 3.30703501 10.23184973 9.83373213 4.96238707 8.05541802 10.30195637 0.0077783 0.0139110 0.7725200 -0.0049844 -0.0038503 -0.0034627 -0.0032520 0.0513870 0.0655130 -0.0650450 -0.0650450 -0.0650450 -0.0650450 -0.7827700 0.0077783 0.0077783 -0.8078200 -0.8504800 -0.8184300 -0.8184300 -0.8184300 -0.0137110 -0.0049844 0.0000000 0.0000000 -0.0034627 -0.0022168 -0.0022168 -0.0032520 0.0000000 0.0000000 -0.0127710 -0.0127710 0.0095883 0.0278110 0.0025607 0.0655130 -0.0650450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.790 0.000 0.000 -0.815 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.790 0.000 0.000 -0.815 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.83685813 12.20412638 10.15378127 13.65792120 8.12976727 0.98513607 3.98510874 9.99843177 10.72325632 -0.01493682 8.50474551 6.44454118 8.99773358 12.78287199 5.30703865 6.84929500 7.50867109 5.09363200 6.24249771 8.32495908 9.02813648 11.24043282 1.79248058 10.20427768 9.83059918 10.18232582 4.34266141 11.35960528 9.49587341 6.11439201 12.62354167 3.57007427 7.40296173 7.39450042 6.23303673 9.89049609 9.04985182 9.83138310 9.96024062 NA 11.18662052 8.40296173 10.49488418 10.07984661 3.23302906 10.11116828 8.03495794 7.95377566 3.73999928 8.96810285 4.65753712 13.41758581 11.63031723 8.56442504 12.89762429 13.93470792 7.00747697 11.60027895 9.99633634 7.92468841 9.89724996 13.33134584 1.57007427 2.44453456 12.64777753 4.57007427 9.72151108 3.84308942 2.57007427 9.50080902 8.92027424 12.85566653 9.54639715 12.75360366 8.86469255 8.92908912 5.34529701 6.53200363 11.63952142 11.75370702 10.99517561 10.85547385 13.67406970 10.40769955 NA 11.52499492 7.06725795 9.38812107 8.55686161 8.40927552 7.96238880 10.25948730 11.72931229 7.96238880 10.70834349 5.77952501 6.88597574 6.50867109 14.39410919 11.86851612 11.33549587 9.00608900 -0.01493682 3.50866950 9.66810370 12.01715489 10.67680908 6.65044578 10.27570398 11.0143964 12.6200336 9.9602406 9.0485043 3.3774292 9.7265761 9.8060859 3.5700743 8.9963365 11.1834621 6.9907337 4.8677532 11.3409970 9.3525239 10.8164164 10.2917405 0.5700743 13.7220924 5.5239571 6.3688137 8.7016028 6.9451114 8.9290891 10.0240282 8.7062083 8.9446910 3.7399993 10.3210577 8.9290891 8.8227372 11.8477465 10.7783060 9.1475006 10.7778994 1.7924806 9.3677332 1.3070204 12.6229747 8.5831618 7.3902507 7.7532936 9.5022174 12.2680528 2.7924598 7.8020930 1.3070204 10.7880294 9.6610662 10.4953788 12.4163456 11.1525273 8.0376771 9.4809642 11.1969974 10.4633731 6.7265765 10.2623965 9.8211595 NA 4.4113720 NA 9.5728866 10.6531299 8.9552151 NA 8.5644250 8.2354078 9.8523880 TCGA-Y8-A8S0 58 0 NA 183 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 386.28.0 NA NA 1 3 4 6 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4247539 9.9970634 6.7019593 -1.3532843 11.7496366 10.7509675 13.0644633 -1.3532843 1.6574571 5.1702376 4.6910707 7.4952994 10.7887837 8.8315521 11.3902489 12.2513458 10.5513113 9.1954987 5.0217151 10.5847860 6.9504579 6.9423538 10.1864946 -1.3532843 4.6690438 -0.3532843 4.8165997 10.6948229 10.1906751 8.6828503 3.4015622 8.3453813 9.3973837 9.8278290 9.2613865 9.8736909 8.3660656 4.9686069 9.8377359 10.3243964 4.6008704 8.5490519 4.0389980 10.7675625 10.8030759 1.2316167 10.2927853 7.7447087 9.6738915 10.3592037 8.0173641 6.8315517 11.1823312 8.6888423 8.7926088 6.0129999 2.3471270 9.4451486 8.8862752 5.1858348 5.3191013 9.3915106 0.6467157 10.5862559 10.5855212 8.5384606 10.1940436 8.9976159 9.5069879 8.0729413 15.0487228 8.8278289 11.0034038 5.0389936 10.3775714 8.0875461 3.1061138 4.2510449 9.2905329 9.6876512 8.7733812 9.6530029 9.9458848 8.4556408 9.1702386 6.3401634 12.6051388 11.4846988 NA 11.6350063 9.0829615 9.5062116 NA 8.6773437 12.4206401 8.5323731 9.1702386 7.9731061 9.7407544 11.0379203 8.6494919 6.9377552 0.6467157 9.0624186 NA NA 10.1299886 1.9686069 7.8585648 9.5580686 9.8290710 8.8463491 9.8002287 8.5833145 11.1319677 9.3720429 10.1183519 14.1333232 1.2316167 10.8603855 11.3902489 10.4620600 9.6167826 10.5127966 NA -0.3532843 0.2316782 0.2316782 5.6239576 13.0796100 10.3120127 7.9481727 9.4668557 10.4516144 4.7552027 8.5833145 3.3471128 11.3135664 11.1768392 11.3261150 6.1780573 6.4540311 10.9447393 0.6467157 4.7964212 8.5877243 -0.3532843 8.6182203 12.7867875 10.6897040 12.1299887 9.4748132 7.1020040 9.9447393 7.4700438 10.8904368 7.3155617 9.2003060 8.2796719 10.1941256 9.9481729 8.3609221 12.7166299 10.9578574 11.7343053 9.3419050 9.0260550 7.1919505 11.9099459 8.8315521 9.8240962 9.0978878 9.1112225 NA 8.3864575 10.4226984 0.2364620 8.4941884 10.5748249 9.0999474 10.6551054 8.4231096 10.2264641 11.6302048 10.2007858 8.9683229 3.1702456 8.1505023 10.0464886 NA 9.2391338 7.7887836 6.1623772 12.3788441 10.8573480 9.5369409 10.3703377 9.4676534 9.5928520 10.9268965 8.8340289 10.7410844 8.7926088 4.0042317 10.5467888 1.8165997 2.2316474 6.2905331 2.6466696 10.3690574 0.6467157 7.3574834 5.3217874 3.8946044 NA -1.3532843 11.6203741 10.8109552 10.8181663 11.6641811 6.7707987 9.4272165 6.3277035 7.0475558 10.6766540 10.8536910 9.1574409 10.0432815 10.6783780 9.5498055 8.9481730 0.9685700 -0.3532843 9.7964238 8.1935712 8.8766971 8.2410012 9.6310952 9.5935829 10.6480849 4.5535694 11.3494987 12.6037787 10.1435305 NA 4.3471199 NA 1.4540179 7.2905331 15.2024042 10.2259927 7.8993424 11.0198137 NA 8.8585651 8.7040188 10.0901384 9.5046577 6.9997791 11.4323335 9.9893071 10.4414987 10.1025176 2.5535571 10.3767222 9.4483850 5.4326187 7.4925430 10.9184315 -0.01904000 0.01726400 0.01042400 0.00110930 0.86572000 -0.00249380 -0.02812400 0.75223000 -0.08810900 0.08247600 0.08247600 0.08247600 0.08247600 -0.01904000 -0.01904000 -0.01904000 -0.05757700 -0.02003700 0.01042400 0.01042400 0.01042400 0.02244400 0.00110930 0.01936300 0.01936300 -0.00249380 -0.01697900 -0.01697900 -0.02288100 -0.01697900 -0.01697900 -0.03162000 0.01195800 -0.01911200 0.76025000 -0.00069303 -0.08810900 0.08247600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.760 0.760 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 0.762 0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.760 0.760 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 0.762 0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.000 0.000 10.4061489 12.5954089 11.1921239 13.5962755 9.6620917 -1.3532843 0.2316782 9.6704311 10.2963774 -1.3532843 7.1544718 7.2977288 9.0528818 12.2629958 5.2760350 6.5293197 6.9595592 7.8414335 5.3048870 8.4115483 11.2233972 9.6599995 -0.3532843 9.1623765 10.3252769 10.0053278 4.9686069 13.7675626 10.1544713 9.4913825 11.8971143 5.1702376 7.4247542 8.6325187 9.8904458 10.2900820 9.6016000 10.1829239 9.1415324 NA 10.6182203 8.8426640 8.5862558 11.2871476 3.2316321 10.2127308 9.2687284 6.1544718 2.6466696 9.4913825 6.3331768 13.2205014 10.8169148 9.9384230 13.8029178 12.4675537 6.7341392 7.7367889 10.2484475 6.6800993 10.5143415 10.3401637 2.6466696 5.0042272 13.7605003 6.7552014 8.7114195 0.2316782 NA 9.5811047 8.4032332 12.9647252 9.8315521 14.1333232 9.0750368 9.3261569 6.0167548 11.2031827 7.8414335 13.4651590 11.3261150 12.1924858 11.8769974 10.7502924 2.1061138 10.3340523 10.6641811 10.9216372 9.1425316 8.3609221 8.0195418 9.7727359 12.8453519 8.4491932 11.4483830 5.9595592 6.4732252 8.7938816 13.1527853 10.9055371 12.5821180 7.8389694 0.2316782 NA 9.6487884 12.3476582 11.3599837 7.7154548 11.2304646 11.4071888 12.4261909 10.5513113 10.5847860 4.2905350 11.7932454 9.1663130 3.8165997 9.7012810 11.5996017 4.6008704 9.9753516 11.8969603 9.1633616 11.3268164 10.1455259 2.7341351 15.0130331 8.4577625 6.5231934 7.8999097 6.8706779 8.8240964 9.8371187 9.4750989 9.0108114 4.6239546 10.5983257 9.9158034 9.1554619 10.3969650 9.5877243 10.9257069 12.1231698 3.1702456 9.6225246 2.8946044 12.7335419 8.8718843 8.2995217 9.4748132 9.3708665 12.2761472 0.9685700 8.9481730 1.2316167 10.4226984 10.8766971 10.8240963 12.3788441 11.0108114 9.6738915 10.7410844 10.5975971 10.9003381 10.2507666 9.6978857 10.4206401 NA -0.3532843 NA 8.4763995 10.6846354 9.2995217 -1.3532843 8.8585651 8.7261616 11.7264948 TCGA-Y8-A8S1 61 0 NA 404 kidney stage i t1a nx mx 19-3-2015 male 2013 NA yes NA kidney papillary renal cell carcinoma yes NA NA white not hispanic or latino 386.28.0 NA NA 2 1 4 2 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 12.291828 9.754172 7.569856 5.724025 11.849684 7.491108 13.346375 NA 2.829261 7.228819 8.822912 5.514574 10.647715 6.053733 12.398171 10.179020 7.295933 7.969900 7.911178 11.506803 9.577968 4.321928 14.293278 0.514602 NA NA NA 10.800553 10.107964 8.318704 3.321928 5.514574 10.012425 8.917585 12.995616 9.026326 8.689499 5.038133 4.724028 8.799975 8.162032 13.808979 12.907427 9.078723 9.620482 5.990306 12.654764 8.026326 11.117272 8.508927 5.129283 9.811489 11.648560 9.956905 7.334752 4.514570 3.321928 9.381852 8.136625 0.514602 9.400270 11.374108 -0.485398 10.357709 2.321928 4.906891 8.615236 13.109248 10.565102 8.262766 16.026032 6.143930 10.550060 3.906891 10.939264 5.321928 6.580663 2.358565 9.271129 8.286063 7.699448 10.596057 8.430333 9.945026 9.186998 6.845490 14.361631 11.679794 NA 11.897467 8.733524 9.110763 NA 7.790698 13.168202 8.299208 8.259407 7.308989 9.510340 10.867720 7.628315 10.385277 NA 7.669391 4.038138 0.514602 7.733741 5.321928 10.386478 10.953365 10.670656 8.911178 11.493284 8.643856 12.261616 10.683245 11.239939 11.544551 1.099565 10.461845 8.394157 10.648358 5.623097 10.374884 NA NA 0.514602 1.514552 -0.485398 13.736689 13.139825 11.763983 11.051306 11.179909 5.491853 7.384938 7.520197 9.252665 11.298390 10.416059 8.136625 11.907964 11.169657 4.762503 2.973997 -0.485398 1.514552 8.006427 12.466768 8.580662 9.734952 7.719144 6.172786 7.804592 8.325145 10.297694 8.984215 9.026326 7.221932 8.645967 10.974517 6.069163 9.433436 12.983833 12.034701 9.228819 9.830855 2.840826 13.555976 9.639987 7.542479 9.110036 10.316282 -0.485398 8.497567 9.818354 1.099565 8.035113 10.135709 6.480357 9.206317 10.887438 10.446788 10.508219 10.443092 9.448662 6.269461 7.508927 8.711790 NA 11.049849 8.465858 5.069161 12.724940 12.182350 10.001408 10.834810 8.615236 8.731319 11.761851 9.584694 8.646430 8.289360 3.762498 10.717309 4.872124 1.514552 7.143930 0.514602 9.639987 0.514602 9.565782 6.215013 4.602035 NA 2.321928 11.913317 11.190971 10.409391 11.585365 9.595391 7.364635 6.775634 9.162031 11.634811 7.961656 8.615236 8.018399 9.490421 4.468772 9.515981 NA NA 10.532773 5.743391 9.256040 7.457088 10.820635 12.305940 13.645305 NA 6.114486 9.202823 10.434926 NA 6.080323 2.836510 NA 3.684493 14.778503 8.726461 6.536940 11.497210 NA 9.030273 9.133528 11.315069 8.451211 6.714246 11.247589 10.279445 10.917585 8.612605 5.397218 8.474575 9.669391 1.557239 7.068317 11.385323 0.00281770 -0.00225760 -0.00193990 0.00069327 -0.00221680 0.00194180 0.00471900 0.00736090 0.00241810 -0.02835500 -0.02835500 -0.02835500 -0.02835500 0.00610900 0.00610900 0.00281770 -0.00225760 -0.00193990 -0.00193990 -0.00193990 -0.00193990 -0.00484610 0.00069327 0.00000000 0.00000000 0.00194180 0.00958830 0.00958830 0.00471900 -0.00193990 -0.29059000 -0.00207840 -0.00207840 0.00861350 0.01265500 -0.28988000 0.00241810 -0.02835500 0.000 0.000 -0.275 0.000 0.000 0.000 0.000 0.000 -0.277 0.000 0.000 0.000 0.000 -0.282 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.275 0.000 0.000 0.000 0.000 0.000 -0.277 0.000 0.000 0.000 0.000 -0.282 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.584694 12.047660 9.767239 10.513164 6.580663 0.514602 0.514602 10.010428 11.260823 1.514552 8.053732 7.889613 7.427463 17.088035 8.793023 9.554863 6.143930 7.674444 9.795344 5.321928 7.114486 9.886350 2.514577 11.379146 8.485858 8.681991 6.990307 7.858869 8.400269 7.822912 12.918648 2.321928 6.186998 8.896116 2.099531 10.026326 9.145750 10.120053 10.606009 NA 9.679480 8.724026 10.764872 7.699448 1.099565 10.899896 9.244194 6.674445 8.125598 7.580663 5.799976 12.946071 11.318704 7.221932 12.328955 12.406547 5.491853 9.534164 10.421464 10.700687 10.424466 11.720061 5.468769 5.038133 12.466950 5.623097 9.394156 4.762503 1.099565 11.589384 6.053733 13.283068 7.486117 11.544551 7.827456 7.752978 3.292782 10.737972 11.006426 13.785306 10.416059 12.235245 12.242919 9.728892 2.514577 11.566802 8.696968 11.205881 6.569856 6.069163 4.421466 10.422215 12.413552 8.681991 9.977075 4.643856 6.372553 6.684498 14.443412 11.952845 11.071079 6.321928 NA 0.514602 7.771961 12.945418 8.308989 4.724028 9.464400 12.571211 10.486117 7.295933 11.506803 5.836502 8.375660 7.360063 7.107030 8.893952 11.639392 8.162032 2.514577 11.854145 5.664321 10.145750 8.852195 0.514602 13.833469 6.377148 5.445310 6.799976 8.945026 9.708099 8.771961 10.327328 9.093889 9.964753 11.543170 7.045955 7.468770 12.192733 11.008929 8.885260 10.481079 2.321928 10.608651 3.684493 12.840615 7.822912 6.514574 7.719144 9.854056 11.779016 9.134793 9.934533 5.421462 9.818354 10.826321 8.602036 12.724940 10.441610 7.353777 8.646430 11.177686 8.820635 7.994353 10.850522 9.748193 5.957518 5.643856 NA 10.217612 12.494470 5.854422 3.099531 9.030273 8.430453 9.225380 TCGA-5P-A9KA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.14859390 9.77128906 8.94043958 1.07778989 12.97062953 10.53140719 13.25553311 1.88514481 1.77154757 5.67771400 6.22754856 7.21735384 10.98956863 8.11672135 11.88193318 10.96882632 10.65097597 7.68142818 5.61696046 10.70670330 9.86407175 6.91442101 13.32380044 1.66275239 5.45284250 NA 4.32573179 10.67072635 10.12151306 9.22246045 3.72165701 9.18632673 9.62854889 11.51008305 9.78774751 9.86815058 8.65711798 4.66276378 7.94198835 9.64670828 6.10017032 11.27808775 7.88515702 9.94121417 9.53004342 2.53722151 9.99218734 8.91069219 10.09461045 10.50825472 8.02031662 6.51243076 11.21954210 8.39591580 7.94508092 7.40423130 2.98469871 9.72436088 8.81420400 2.88516434 7.10570845 10.23008698 2.24771489 11.09391400 9.19674325 6.81926965 9.09594657 14.57823949 9.84433104 8.17583444 15.47813127 8.25771123 11.00372745 5.18632623 10.29878499 7.33519024 5.98469188 2.51475350 9.59842085 9.32216589 9.25771123 9.82347647 9.34575917 8.45501275 8.85094128 7.10570845 12.82850913 10.79462161 NA 11.73846661 9.73026174 8.76605246 NA 6.88515702 12.39054331 8.49986701 9.75287702 8.14119723 8.93422780 11.16592783 8.73064709 8.60177562 NA 9.13172812 -0.92221011 -0.92221011 10.33577923 3.53723393 8.81081742 9.84350262 10.10777953 8.13037030 9.65900278 9.65900278 12.03234564 9.43205159 10.30300954 13.82384404 2.24771489 11.65806073 10.75991888 9.92485955 9.42763634 10.51711366 -0.92221011 1.88514481 3.32573179 0.07778989 7.76780044 13.70419565 12.99917823 10.58262111 9.59152983 10.12901107 2.24771489 7.43094926 4.50406736 10.86652051 10.68836563 11.91156789 8.48506973 7.98469301 10.50982200 2.98469871 4.63239037 8.13579392 0.07778989 9.69526954 13.21695376 10.35392653 11.95182293 9.60625622 6.69985420 10.31560959 7.38614099 9.89101416 10.96426086 9.21735360 5.61696046 10.20069487 9.39860262 8.75904062 11.97243049 10.89478579 11.04250399 9.34926508 9.09739300 6.38468361 12.59645530 9.06648695 9.86896497 8.77128906 4.03199502 -0.92221011 8.82767170 10.81800450 3.62746676 8.47307903 10.60820852 8.75552188 10.84598644 10.68235541 10.34283105 11.54871520 9.71714294 9.45301541 4.24773008 9.01296723 10.09878206 0.07778989 10.31918956 8.18632673 6.66276520 12.49116562 10.72436088 9.13037030 10.17451728 10.10086336 9.20708511 10.91422336 8.97413463 10.62951044 8.61307742 4.39973165 10.68096487 5.93578267 4.20708853 6.79890074 3.07780698 10.57015608 1.88514481 8.71804716 6.42997743 4.66276378 NA -0.92221011 11.75838143 10.94701042 10.55758241 11.88797208 7.87870205 9.39646928 6.69148112 9.55252213 11.16028391 11.10121001 8.88837370 9.83769037 11.59891181 7.62854907 9.60723265 0.07778989 -0.92221011 9.80912114 8.27501869 9.20837265 9.12356171 10.13511708 12.90295971 10.53210146 0.66275239 11.47974829 13.70339685 9.64195166 -0.92221011 1.39971798 0.66275239 2.07778989 6.65523160 14.37811896 10.64528294 7.79890139 11.47280069 -0.92221011 9.03054327 9.17646590 9.78516128 9.39634490 7.85258943 11.56010595 10.01444010 10.60869616 9.66205058 6.89798095 10.38158286 9.35392664 4.83268752 8.45377559 10.23262023 -2.2168e-03 0.0000e+00 1.5696e-01 -2.7724e-04 1.1093e-03 2.3581e-03 -6.9303e-04 5.8795e-02 -4.8461e-03 -4.5761e-02 7.2540e-02 7.2540e-02 7.2540e-02 -2.2168e-03 -2.2168e-03 -2.2168e-03 0.0000e+00 -3.3243e-03 1.5696e-01 1.5696e-01 1.5696e-01 -2.7724e-04 -2.7724e-04 -5.0637e-03 2.7745e-03 9.0312e-03 9.7064e-04 9.7064e-04 -2.6322e-03 4.0788e-05 4.0788e-05 4.1593e-04 4.1593e-04 1.3868e-03 5.4139e-03 -1.2229e-03 -4.8461e-03 -4.5761e-02 0.000 0.000 0.000 0.000 0.613 0.613 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.157 0.157 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.613 0.613 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.157 0.157 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 12.41959893 12.27086543 10.20192345 12.40324815 9.86488844 0.07778989 3.07780698 10.04646896 10.12313177 NA 7.76780044 7.72165838 8.92329212 13.33460054 7.17055905 8.15728680 7.07780164 8.46366455 7.53312957 8.47654573 12.39535609 9.97942334 1.66275239 9.34692875 9.90672407 10.06932395 7.90116920 12.48028133 10.06719663 8.67025932 12.09842275 5.22754856 7.12765082 8.08061716 10.26081712 10.06932395 9.4397459 10.2496044 8.9831892 NA 11.4943358 9.0085396 8.1001698 10.7337800 3.2477301 10.1351171 9.1546176 6.8979809 7.0664864 9.4871931 5.8326900 12.8966839 10.8167388 9.5372337 13.7615096 13.3312057 7.2823731 8.6702593 9.9011693 8.0579419 10.3114218 10.0435865 5.4353552 7.1652648 13.6392094 5.1001703 9.8268335 2.2477149 NA 9.3906851 7.7851614 13.6787023 10.3269156 13.8238440 9.2969706 8.6869809 6.3570875 13.5129515 10.1869798 12.3150121 11.9115679 12.5440061 12.4575866 10.7216584 2.0777899 10.6538140 9.6101580 10.8472268 9.2477272 8.7590406 8.2626774 10.0122302 12.7993286 9.4506671 11.4290147 5.1652648 6.3632044 8.8722181 13.4609941 10.9884449 12.7799748 8.6033229 -0.9222101 NA 9.7954787 12.7236857 11.1245612 7.1057085 10.8726241 11.54158192 12.71340692 10.65097597 10.70670330 6.67025967 11.38557216 11.07038651 6.78516079 9.60723265 11.40194330 6.10017032 8.72526059 12.58619367 8.67771506 11.43919768 10.19739180 2.39971798 14.78930781 6.85699565 6.85258943 8.23105026 7.94198835 8.97715912 9.86325459 8.98919408 8.58361385 6.02031773 10.53979315 10.14321827 9.38386389 10.84681351 10.40871908 11.19349610 11.69664645 4.53723393 9.85587932 3.47012033 13.01089616 8.96806655 6.83935372 9.60625622 9.68809799 13.16427014 9.64385619 8.89158323 2.07778989 10.81800450 10.91975958 10.84308824 12.49116562 10.76430269 9.80827226 10.62951044 10.50773192 10.79133475 8.08902933 10.05936947 10.43700265 -0.92221011 0.07778989 NA 10.14926457 11.32953900 9.32454264 3.32573179 9.03054327 8.10294152 11.34048427 TCGA-5P-A9KC NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 4 2 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7074585 9.4713366 7.0198098 NA 11.8395008 9.2887371 13.9736251 0.5040610 3.7824715 6.7941299 7.0663529 7.1407347 11.5287307 6.9511938 11.7547049 8.1533666 10.0923566 8.9979658 3.5485106 10.8739804 8.3496006 5.6740340 13.6796990 NA 2.8260298 NA 1.8260298 10.4042225 10.5447426 10.9092519 2.8260298 8.7050092 9.1030934 10.7389279 10.4709764 10.0039563 6.9838908 7.3178919 2.6740312 9.8428469 6.5097354 9.8872747 7.8506244 9.1224959 8.7353316 4.6538568 11.1807287 8.2952735 10.1747667 10.3829278 7.2114698 10.1627682 11.2563886 9.7401545 7.4727769 4.9798424 1.8260298 9.4407483 8.5915732 1.5041119 6.7708964 10.9942092 6.5648065 10.7040894 3.9635389 5.3989283 10.7268933 11.3690703 13.4175609 7.0393863 15.9333128 8.0237466 10.8894336 3.5485106 10.0989015 7.2952730 3.7895102 2.1967644 9.2123322 10.0606165 8.5125390 8.6976359 11.1472790 8.7918229 10.2084464 6.5968681 13.5050787 10.8635855 NA 11.2817767 10.8432813 6.1261614 NA 5.4583065 11.8584976 8.2722948 10.0805948 8.7871987 5.9635412 11.6658722 9.5498701 12.7599814 2.8260298 9.6576625 -1.4957356 NA 9.1667787 4.3867558 8.3958940 10.8141551 10.4910191 8.3050102 10.6529047 7.8147234 11.7568498 9.4034673 9.3322469 12.7813979 NA 11.4538788 10.3286714 10.3021771 11.5452562 11.0158631 NA 2.3114741 3.5485106 NA 7.8260387 13.4459375 13.0574397 11.4733171 9.3542972 10.7511478 4.6740369 6.8305406 6.4407479 10.7682598 9.5875898 11.6019385 6.8215227 9.3875174 10.7653239 3.5041119 3.4110059 3.3620911 -1.4957356 10.3825446 13.5661566 9.9676348 9.4466249 9.5975280 3.5915717 9.5802580 7.4785253 10.2517412 9.8056067 8.4612126 4.5702018 8.6935891 11.1789647 8.9028541 11.1785234 13.2409880 11.9984660 9.9584097 8.2489442 1.9317209 12.6340374 9.3218936 9.2277714 9.7895126 6.8215227 NA 7.7802346 10.2252096 0.1502997 9.1148584 11.8326451 8.5580365 10.7329291 10.1835906 10.0359792 11.2254233 10.6471747 8.7478794 3.8964269 7.8372659 9.9553215 -0.4959390 10.7673796 6.5041103 6.4110008 12.0833085 12.3442983 10.8972327 10.2192145 11.1418674 8.4670063 11.0759744 9.3282737 10.3562498 7.4259510 3.2045477 10.4878166 3.0276672 0.5040610 10.5478213 1.5041119 10.5005839 2.8260298 8.4054147 5.9186677 4.7520367 NA 1.8260298 11.0822473 9.7141729 10.6699596 11.4552130 11.3039991 8.8428469 7.3820083 9.6191542 11.1774195 10.5219627 8.8010267 9.5167350 11.1506691 0.8260298 9.8389423 -1.4957356 -0.4959390 9.8872747 7.5181307 9.3574200 8.6423821 9.7987312 10.1035585 11.0670683 3.5041119 9.2497847 12.5155124 10.0739660 NA 4.3867558 -0.4959390 -1.4957356 6.2656619 13.7787798 9.8277282 8.0393857 12.0017128 NA 9.7244888 10.3944089 10.7383291 10.0447228 7.3651973 12.0847223 10.7915343 10.2294766 8.4252373 3.1479742 9.3472464 9.1352876 3.7802366 7.5311592 10.8843009 -2.3136e-03 -6.2740e-03 5.3626e-01 -1.4228e-02 5.2608e-01 8.8920e-03 0.0000e+00 3.5947e-02 1.1134e+00 5.0961e-02 5.0961e-02 5.0961e-02 7.5991e-02 1.4190e-02 1.4190e-02 -2.3136e-03 -6.2740e-03 -2.0784e-03 -2.0784e-03 -2.0784e-03 -2.0784e-03 -3.0043e-02 -1.4228e-02 -1.5466e-02 -1.5466e-02 8.3889e-03 1.0842e-02 1.0842e-02 0.0000e+00 -2.8245e-03 -2.8245e-03 -9.8185e-03 -9.8185e-03 -1.8645e-05 2.9044e-02 -3.8779e-03 -4.9141e-01 5.0961e-02 0.000 0.000 0.000 0.000 0.519 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.000 0.000 -0.532 0.000 0.000 0.000 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.526 0.526 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.519 0.519 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.000 0.000 -0.532 0.000 0.000 0.000 0.536 0.000 0.000 0.000 0.000 0.000 0.000 0.526 0.526 0.000 0.000 0.000 0.000 0.000 0.000 10.354688 12.166111 10.941863 13.849446 9.338582 6.475654 5.492795 8.820392 10.314280 -0.495939 7.469895 8.725698 8.656395 16.098581 6.959437 8.062531 6.909252 8.278897 6.380627 7.122496 2.896427 11.040843 4.504112 11.898707 10.566838 9.854497 7.752038 6.324289 9.801600 9.791823 12.160415 5.732929 8.734131 8.098435 0.504061 10.517084 9.16410644 9.74847432 8.59818801 NA 9.24978474 9.88240523 9.43410860 10.41662560 4.69393294 10.09610026 9.92670087 6.40497803 4.89642686 9.62175355 5.59157471 13.71725264 11.03670985 8.92512327 12.74184324 12.38196969 6.66398213 10.44405691 10.11605734 9.18006753 10.01586312 11.47960022 2.67403121 10.41175226 11.84284683 5.19061091 10.20281512 1.82602979 NA 10.82547488 9.47637237 12.70569837 9.11144087 12.78139785 8.98490061 8.38828082 4.99371964 12.68642721 11.63917839 12.07527052 11.60193849 11.06205275 12.70898722 10.36403340 0.08909132 10.65987739 7.31789192 10.65924492 8.73653148 8.90285412 7.44744613 9.66650186 12.29913542 8.69516982 11.32208937 5.43484837 7.49279535 8.32428948 12.70914535 11.84019853 12.14311193 6.28547065 NA NA 9.94757207 12.65932396 10.90123687 6.16232284 10.89212771 11.439276 13.547565 10.092357 10.873980 4.259001 7.671528 10.842568 6.775573 9.861662 12.012358 6.509735 3.458303 12.645486 8.838384 10.944461 10.337396 1.963548 13.962645 8.174218 7.422974 8.594091 7.909252 8.527865 10.344101 8.551235 8.437801 7.077758 12.383311 9.720250 9.124330 10.456488 9.491375 9.772652 11.641262 1.089091 10.016357 3.789510 12.255555 9.372161 7.617852 9.597528 9.656611 13.092767 2.504112 8.590247 2.089057 10.225210 11.354657 10.229477 12.083309 11.756776 7.835027 10.356250 9.986414 10.181103 6.027672 9.300150 8.518131 0.504061 -0.495939 -1.495736 9.869886 11.222733 9.385989 -1.495736 9.724489 7.839500 11.178082 TCGA-5P-A9KE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.8525006 9.9094089 6.8786469 1.8507594 12.5157434 10.0477791 13.3156054 NA 1.3101656 5.7333842 4.6056306 6.0106120 9.9877317 7.4800971 11.6762958 11.8757071 9.6312804 8.2104902 7.4357028 11.0458052 7.4394553 4.7333815 12.5520471 -0.1492806 4.8507394 -0.1492806 NA 10.7640041 10.0891454 8.0131317 6.6386430 8.2537525 9.4139370 9.6321004 9.7785186 10.0231681 7.3860159 5.5372401 6.4281692 9.2505526 5.4945980 10.2791008 8.2126846 10.9553394 9.0068237 3.8049415 9.8280206 7.3505865 9.9838829 10.0998540 7.2936841 8.8800279 11.3225047 8.7440423 7.7272575 1.6580972 6.6056277 9.2569455 8.4357032 3.7087170 6.6580958 10.7118276 3.3743023 10.4110735 8.3782177 3.9382011 9.0879385 7.9302252 10.0939147 8.3101724 16.1046620 7.8251553 9.9579577 4.0206622 10.0849593 7.8107426 2.6580972 4.0262689 7.5053765 10.5050142 8.9696818 9.6532569 8.9288914 9.8049369 9.2601315 5.3743023 14.2518535 11.6091721 NA 11.2678020 9.1255731 8.8758802 -1.1491206 6.6836305 12.5164097 8.4599193 9.1928153 7.6709196 8.9605714 10.4445985 6.4281692 10.7853751 NA 8.2895325 5.7576314 -1.1491206 9.3976351 2.5511715 8.5017922 10.5550766 10.4048498 8.3937723 10.5632676 8.7009276 11.3883061 9.6637202 10.5053767 13.7125061 2.0206622 9.8015152 10.3845570 11.0918300 9.0831615 10.4483277 NA 0.4357353 1.8507594 1.6580972 6.0206666 13.8834321 7.4873650 12.8186873 11.0225429 11.0948071 3.9382011 8.4800971 5.9487737 10.9864499 11.4077256 10.7133431 5.2936832 9.4034098 10.5507468 1.1726795 4.5786610 3.7087170 0.8507194 9.4110735 13.2929714 9.1069494 10.7368182 8.7799990 4.2770028 9.2082927 7.9979455 10.8114558 8.9288914 9.3505865 5.0206666 9.4473310 11.6253218 7.5684168 11.4371114 12.2158328 11.6958386 9.1556622 9.6435310 6.1188373 13.5089521 9.1905907 9.4755361 9.5026892 8.5407387 NA 6.9382034 10.3320355 0.8507194 9.6318217 10.7939880 8.2516202 10.2942022 8.8136366 10.0287830 11.5348318 10.6201653 9.2922636 3.3101656 7.6677240 9.7272576 NA 10.2806703 8.2936841 5.2601311 12.6867910 11.4672895 9.8042096 10.5709849 10.2462748 9.3415915 11.1692637 9.3335485 10.2627811 7.8394255 2.4357086 9.6532569 3.3101656 4.5786610 4.6836291 2.8507394 10.6867910 1.4356819 7.4580711 5.5786610 2.9382105 NA -0.1492806 11.7536810 10.7972814 10.4058090 11.5109594 9.2115878 6.8394255 6.3541683 5.5786610 11.2853689 10.0741391 9.1022230 9.5922075 10.2838044 7.1081282 8.8731085 -1.1491206 -1.1491206 9.7287916 7.4691265 9.4515827 7.6353757 9.9141357 9.4599195 11.3119642 2.3101656 9.6756993 11.6512361 10.1367207 0.4357353 3.0986722 NA -1.1491206 5.4654489 13.9420934 9.7048298 6.5786610 10.3787063 1.1726795 8.3545663 8.9907013 10.6597048 9.9902921 6.5718391 11.1530939 9.9308919 10.6848165 9.2938811 2.3101656 8.9382034 9.6394590 3.9800253 6.6820479 11.6077139 0.00000000 0.00221930 0.00430210 0.00069327 0.60810000 -0.00110870 -0.01147300 0.55018000 -0.05576900 0.06308000 0.06308000 0.06308000 0.06308000 -0.03846700 0.00000000 0.00000000 0.00221930 0.00430210 0.00430210 0.00430210 0.00430210 0.00578820 0.00069327 0.00402430 0.00402430 -0.01684100 -0.00774820 -0.00774820 -0.01147300 -0.00795490 -0.00290910 0.00235810 0.00235810 -0.01161100 0.56952000 -0.00221680 -0.05576900 0.06308000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.570 0.570 0.550 0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.608 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.570 0.570 0.550 0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.608 0.000 0.000 0.000 0.000 0.000 0.000 10.698581 12.065819 11.462688 13.584286 8.793255 -1.149121 1.172680 9.597255 10.739834 -1.149121 8.538991 7.908732 8.986450 15.070495 5.465449 6.154520 7.386016 4.733381 5.948774 7.469127 11.155377 9.846508 2.020662 10.257477 10.676117 9.650832 5.136142 12.154521 9.598933 9.159080 12.139171 4.850739 7.845094 8.965784 8.314265 9.951403 8.9722742 10.0436499 10.0023914 NA 10.3254606 8.1081287 10.3928052 9.9664346 3.7087170 10.0491857 9.1361429 7.2126841 4.1726715 8.9644827 4.4654521 13.6680241 11.9026293 8.8294510 13.2756942 12.6787779 5.5786610 7.7149269 9.8751878 7.8591695 10.5744016 11.7251457 2.4357086 3.8951378 13.2648312 5.9800230 8.7257221 -1.1491206 NA 10.6669243 6.6386430 12.9777677 9.0686982 13.7125061 8.5922077 8.3465957 5.0322419 8.4034096 10.5705572 14.2688897 10.7133431 11.1599328 12.7522675 10.0442660 -0.1492806 11.1393184 7.7272575 11.5033616 8.3762613 7.5684168 7.3898997 9.7440422 12.5417207 7.6288181 11.0879476 5.3743023 7.1545214 7.6288181 13.5254455 11.7116336 11.9769611 5.9382034 NA NA 7.1950365 12.5766394 10.4593235 6.7755537 10.6488074 11.8619679 12.0388658 9.6312804 11.0458052 4.2082909 10.4286415 9.8186873 2.9382105 9.0879505 11.9000464 5.4945980 7.7991080 11.5544236 9.5398651 10.9067009 9.6180975 1.1726795 14.9165354 8.0583409 6.3183458 7.8791439 6.9168301 8.6189250 9.6337389 10.0295984 8.9296386 5.7814777 11.6187181 8.7133779 7.5302206 11.2611920 10.4841900 10.0915319 10.9806676 3.0986722 9.8158034 1.6580972 12.1560985 8.0454976 7.8049370 8.7799990 9.7570526 12.2136433 3.0206622 8.9500884 2.4357086 10.3320355 10.5803614 10.2344449 12.6867910 11.5289006 8.5786610 10.2627811 10.9527163 10.1850139 7.7903198 9.6930910 9.8034818 -0.1492806 3.3101656 NA 8.2301189 11.7258545 8.1291903 0.8507194 8.3545663 9.4014873 10.4520471 TCGA-5P-A9KF NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0192753 9.6872404 7.5492957 -0.2515388 13.0145237 9.8227249 14.3044530 -1.2515388 0.8891620 7.9307906 4.8358584 8.4083917 10.0618460 7.7652045 11.7130979 12.1181297 10.4088377 8.2502330 4.2719560 10.9201983 8.4401395 6.8036791 11.2259013 NA 6.0882455 -0.2515388 4.7927877 10.2885241 10.5765325 8.9443832 4.5032851 7.7540203 9.0186915 11.5198855 9.7149015 9.6203012 7.1620237 4.9772158 7.4066072 9.1256067 2.0703206 10.3931536 7.8543043 10.8395008 8.6017054 2.0703206 9.1954793 8.0057840 9.8431336 10.3931536 7.6340922 8.6865054 11.0919565 8.3217022 8.3922522 6.5428121 2.8358635 8.8278809 9.0057840 2.9963164 7.3520222 10.3772972 -0.2515388 11.5001493 3.1407132 4.8358584 8.1933696 12.1424567 9.9038468 8.1683562 15.4805104 8.7982446 10.2256484 4.9183194 11.1119833 8.1788486 4.9772158 4.6231938 8.9307903 9.8063877 8.7968829 9.5198855 9.3342974 9.4957499 9.1385649 5.5812850 12.6873324 11.0993352 NA 11.3807097 9.4401395 7.4030316 NA 6.7707643 11.9602843 8.9145591 8.2301953 7.2362362 9.0826693 10.7156223 8.0221913 9.9722529 -0.2515388 8.7427493 NA NA 9.9474549 1.3333665 7.1321007 9.8477439 9.9095279 7.4932302 9.7185019 8.4505688 10.7422437 9.4155075 10.3220432 13.5900586 NA 10.7888398 11.2259013 10.5391517 11.5605733 10.3822995 NA 2.4488481 3.8358635 2.2078304 5.4898640 13.1875127 9.0510349 13.5862703 10.2241294 10.8975080 2.7483968 8.5701699 4.6791310 9.8205286 11.2907025 12.1932543 7.2561908 8.6552867 10.8424737 3.2078304 4.7927877 2.9963164 1.7483754 10.5653796 13.3564198 10.2788023 12.5700704 8.9369847 6.9675640 10.3187262 7.6938396 10.6369300 14.2860088 8.6953024 5.3333593 9.6139979 10.7174227 7.7845694 11.4166162 11.2175291 11.9489882 8.4313906 9.6149023 5.7362856 12.6596007 9.0233566 9.8821804 8.8371842 9.0116653 NA 7.3144500 10.1609659 2.8434814 8.9526615 10.5573602 8.8686340 10.3177770 8.8725173 9.9462270 11.1535375 10.3972029 8.8624638 3.3922487 8.1492756 9.9233217 -1.2515388 8.4574798 5.6063771 5.4066081 12.3626458 10.8975080 9.4057144 10.4021368 10.4600630 8.6835610 10.9516003 9.5182340 10.4194948 6.9480681 4.4488349 10.2899767 4.2078304 6.7250458 8.6597879 2.2078304 10.3566508 NA 7.4243528 5.5599965 4.1407132 NA 2.4488481 11.4175026 10.6152886 10.3949547 12.2402491 8.1103398 8.8516838 6.8664543 8.7242440 11.2208330 10.0081394 8.8673371 9.5820769 9.6857699 9.2047504 9.4712035 0.7483754 NA 9.4839520 7.2160018 9.9627152 8.2621235 9.9909747 9.9826147 9.8117911 4.7707656 10.1625527 14.5419993 9.7199396 NA 4.0703206 0.3333092 1.3333665 6.0612794 13.4898630 11.7900552 6.8305456 9.9633222 0.7483754 8.2875549 8.1620242 10.6405593 9.2180379 7.0010613 10.9751092 9.9245692 10.6597880 9.5283369 1.0703206 9.7838826 9.9000468 5.6552860 9.0305579 11.9567828 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.0807124 11.8995712 10.6125821 14.0822851 9.3631058 -0.2515388 2.6552831 9.6582892 10.6786344 -0.2515388 7.4208217 8.3049021 9.2660655 14.9492946 6.2952914 6.9915695 6.4348967 8.3904476 5.6909115 7.9602841 10.8447818 10.2665574 1.0703206 9.5525271 9.3907096 9.2670493 6.1234344 15.6596593 8.8265469 6.8516841 12.0210185 5.5685764 7.7679864 8.6522778 8.7568245 9.7907395 9.631803 9.909528 10.147674 NA 10.310638 8.474614 9.446232 10.494070 3.503285 9.701865 10.542406 8.411954 3.207830 8.727106 6.851684 12.897905 11.809936 9.586024 14.374704 12.715442 6.819858 8.203723 9.826547 8.649263 10.313498 10.382299 4.105946 7.776302 13.729116 2.918329 9.332419 2.333366 NA 10.328183 7.275873 12.877357 10.576533 13.590059 9.302985 8.232212 6.437765 9.825879 10.475466 13.635426 12.193254 11.403703 11.895919 10.252222 1.555767 11.721914 10.296736 10.291911 8.555751 7.784569 8.528115 9.729250 12.148608 7.955410 11.276117 5.898143 7.895601 8.127775 13.022506 10.882822 13.771414 8.830545 -1.251539 -1.251539 9.211920 12.341787 11.219716 7.406607 10.374105 11.8322077 11.9446908 10.4088377 10.9201983 5.0703249 10.4003446 8.1015429 3.4488349 8.9492948 10.5870052 2.0703206 8.7900552 11.6325093 9.2532150 11.1171753 10.0464586 2.2078304 14.9950067 8.0021489 6.7982450 8.1665016 6.6672592 7.3850203 9.6371393 8.6929763 8.3734655 5.8879468 10.8288805 9.9511321 7.4557554 10.7174227 10.1673027 10.9443833 11.1654574 0.3333092 10.0010615 2.0703206 12.6094344 7.0521768 7.3220435 8.9369847 9.5396160 12.1121201 -0.2515388 9.2291863 0.7483754 10.1609659 10.7921069 9.7617188 12.3626458 10.6835611 8.5346655 10.4194948 11.0084335 10.3424453 7.9772147 10.1136248 10.1119833 NA 1.5557671 NA 9.0669389 12.2720560 8.3813911 0.7483754 8.2875549 8.3201489 11.0311949 TCGA-5P-A9KH NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0933138 11.3449112 5.3457299 2.8122928 4.7738223 9.0636494 11.6140498 NA -1.1726687 9.3813550 8.2543692 6.6987977 10.7289642 6.9350589 10.8905200 6.1035312 10.2014491 9.3083643 9.5888186 11.3614249 10.6531596 5.9737628 6.3652708 NA NA NA -1.4355731 10.0166126 11.4510206 7.1937284 3.2648066 9.3909200 9.2207962 10.5362741 9.1558937 9.3514578 7.8862996 4.1189577 3.0879380 9.8358344 4.7342977 9.0928256 5.6833119 9.4019994 9.3980521 2.5643782 9.2956904 7.2922922 9.6230396 10.3362735 7.8862996 4.9394100 11.7746075 8.8744958 8.9448324 5.5068843 -1.4355731 9.5706974 8.3620328 -1.4355731 5.8681534 10.1572955 NA 9.2534958 4.2648141 1.5643782 11.7474655 9.4607039 9.8630067 9.4153395 13.5414277 8.0562248 7.1151186 5.4470138 9.8919240 8.6637193 3.7738276 4.1826129 2.2648066 8.8891708 9.3250913 9.9070016 9.5171127 9.7109400 6.8217587 6.7442809 13.5422774 10.8879891 -1.4355731 11.5341176 10.4931896 9.4207969 -1.4355731 3.3717261 11.8899580 8.6451890 13.4932136 8.2871791 5.5185666 11.3958766 9.5221990 4.2322617 NA 10.7928895 NA 2.1493244 10.8378756 0.5643294 8.5200214 11.3366860 11.2888853 8.4876990 9.6702799 8.9588340 11.8093461 9.8451422 10.1749349 13.4731393 4.4470171 12.0310393 11.8269067 9.4622168 5.4951099 10.8078430 -1.4355731 2.8862965 6.2922922 0.8862770 -1.4355731 13.8249970 1.7343086 2.4712655 10.5881257 10.8698632 1.3717261 6.7442809 8.9459143 11.1802309 10.5597853 11.5457746 7.5587245 7.6196536 10.6528284 -1.4355731 4.8681534 3.2082207 1.3717261 11.4355066 13.4886272 8.6210090 8.8358344 10.3917141 2.9566886 10.4374309 6.6936542 8.8523722 8.0820410 8.9958689 4.9394100 9.4982834 11.9419886 10.1483943 10.4902967 9.1332776 10.1251819 8.7991887 9.3472551 8.9936212 13.0957529 9.1864233 10.1740119 12.2166562 3.1493407 -0.4355731 9.8783882 10.0522114 11.8881608 6.7868276 9.3757460 9.7865625 11.7800561 4.3717261 10.8772544 10.7172900 10.5156561 8.4834285 2.1493244 4.5185666 10.8364179 NA 2.0237876 8.5741999 7.6936542 12.3713237 9.5657796 6.8681521 8.5544753 11.5107295 10.2407693 11.2599738 9.4644835 11.3982498 7.9588340 3.9566886 9.0869530 6.3717261 0.8862770 3.3192566 7.6143558 12.3847498 2.0237876 8.2385638 10.8709543 4.7342977 NA 0.5643294 11.3739386 10.5297950 11.3461409 11.8641518 10.4580521 11.2777042 5.2787542 9.0898922 10.7163393 11.6975136 8.6923658 10.2176644 11.1521489 -1.4355731 8.1054680 -0.4355731 NA 10.6070568 7.6438562 9.5523459 8.3539050 9.9019934 11.5395029 13.0822253 NA 8.4772608 8.4192397 9.2543694 -1.4355731 3.6936542 -0.4355731 NA 7.4862124 12.7382047 7.3024635 8.8158540 11.2429716 -1.4355731 8.6715885 8.9540994 10.3490063 10.0537177 7.7492466 11.8176280 10.5337579 11.2912282 9.1654271 6.6936542 10.7631234 9.4614606 3.6977738 8.7352229 9.8952882 -0.82007000 -0.79017000 0.02495400 0.02128400 0.01293400 0.00037784 -0.83801000 -0.82081000 0.03290500 -0.30621000 -0.30216000 -0.30216000 -0.30216000 -0.82242000 -0.82242000 -0.83110000 -0.79017000 0.01901800 0.01901800 0.01901800 0.01161200 -0.00680310 -0.03258700 -0.83929000 -0.83929000 -0.01393400 0.00499690 0.00499690 -0.84056000 0.00856180 0.00856180 -0.00183020 0.00587340 0.01628600 -0.00138580 -0.02448000 0.03290500 -0.30621000 -0.838 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.821 -0.821 0.000 0.000 0.000 0.000 -0.820 -0.820 0.000 0.000 0.000 0.000 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 -0.302 -0.302 -0.838 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.821 -0.821 0.000 0.000 0.000 0.000 -0.820 -0.820 0.000 0.000 0.000 0.000 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 -0.302 -0.302 6.1717012 13.0099683 9.0780990 7.5839620 10.4012107 NA 0.8862770 10.0042023 9.9294580 0.5643294 5.8217587 9.7786906 10.4705104 11.3541088 4.7738223 6.3457317 8.9989996 8.9801133 6.0879338 10.1146372 7.3292429 8.8555422 -1.4355731 10.9480757 11.4275898 12.3521720 12.1268523 1.7343086 10.9014358 11.7037629 12.7871565 2.8122928 6.3325558 8.2046161 2.5643782 10.6614159 8.5243732 8.8840435 8.0996466 NA 9.2999274 8.7013626 11.1177607 10.4489236 2.8122928 9.6891389 8.6584489 6.7786909 6.0721658 9.4385844 5.5416511 12.9562862 12.8370741 9.2118299 13.1216556 13.3002976 7.1530858 7.2438518 8.5558932 4.1493325 9.5881258 9.6230396 10.0390914 10.8930463 11.7473864 10.2764684 7.2820478 0.5643294 NA 9.4035751 7.9779994 11.1078866 9.0083510 13.4731393 8.6155804 10.6800653 6.4617332 11.3678971 7.6438562 14.8163900 11.5457746 8.7492466 12.8538860 11.2429716 -1.4355731 10.1855076 8.3781526 10.0067966 9.6257426 10.1483943 6.6250673 9.0350303 12.5644595 8.5487899 11.8486157 4.9906373 7.3555343 8.1151181 13.4537237 11.1347015 12.2187837 4.3192566 NA 0.5643294 12.6237159 11.3261304 11.0696818 5.2648104 11.5648997 12.1390832 13.3523250 10.2014491 11.3614249 3.6518324 11.7374238 7.5502135 4.0879295 9.9874873 12.5813964 4.7342977 5.9822247 12.6639493 9.0145517 11.9373725 10.5569557 3.0238054 12.2102550 5.5533974 7.1493336 7.5610427 8.4192397 11.7904825 10.3829536 10.4266213 9.8038208 6.0155823 8.9641834 9.7007218 6.3325558 11.0137780 9.7486269 11.5032158 11.4553956 -1.4355731 7.7591285 2.5643782 14.0008175 9.8515065 7.4347358 10.3917141 10.0091586 14.3381030 2.1493244 10.2927171 10.0766180 10.0522114 12.0150672 10.4470145 12.3713237 12.4819300 10.0268736 11.3982498 9.2314831 11.2128369 6.0238031 10.5214734 11.1825274 NA 7.4098619 NA 8.9989996 11.2423046 10.8051627 0.1493894 8.6715885 7.2543692 10.2944170 TCGA-5P-A9JY NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1778752 8.9099420 6.9012567 1.2077679 8.8907640 7.8651592 13.6192141 NA 1.3745109 7.5609159 4.9356907 8.2273599 9.7096065 7.6043738 11.0953708 12.6558856 10.0548266 7.9659926 5.1146585 11.2889199 7.7776249 6.2094592 9.5000910 2.6672109 7.1206588 NA 0.2077679 10.6517488 10.7585161 9.1692190 5.1850498 8.2466884 9.3176001 10.9559622 9.2245777 9.5081220 7.7814168 5.7623594 9.3638524 9.3524275 7.9322833 10.8722166 6.0279480 11.2992047 9.1191614 1.2077679 9.2329089 7.4604346 9.8890077 9.8389464 7.6465609 7.1385063 11.1656731 8.2684653 8.5296976 1.5297210 1.7927304 8.9891291 7.2245777 4.3370545 6.6507129 10.3357636 0.7927721 11.2664376 6.3267099 4.9626554 8.2710026 7.7585164 9.9467060 5.6340327 15.5114074 8.5138310 11.1370278 4.7927304 10.6824893 8.4675126 -0.7921071 5.0189813 10.2315237 9.6966136 8.9254458 9.9668252 9.2548933 9.9643257 9.2576179 5.9356907 13.4781377 10.9981178 NA 11.3405903 9.1780623 7.0151240 -0.7921071 8.6256219 12.0380865 9.1385066 7.9151283 7.7274059 9.4135626 10.6600106 7.4074420 8.8542560 NA 9.7381757 NA NA 9.4025263 0.2077679 6.3267099 10.1575960 9.9475500 8.0054309 10.1206587 8.6895686 10.7315567 9.4413891 10.3517902 13.2681275 0.2077679 10.5020397 10.7449878 10.9202964 11.9494470 10.0719554 NA 2.6672109 2.0151407 2.6672109 4.2952308 13.5384762 9.7527337 11.6000868 11.2053017 12.2413644 1.5297210 8.9709816 3.3776929 10.5817220 10.9870783 11.2952090 6.6672010 7.4931718 11.0457914 -0.7921071 1.2077679 8.2466884 0.7927721 10.0485472 13.2022996 10.2077693 12.3974395 9.6139743 6.1266322 10.2644071 7.9012561 11.2582778 11.8100042 8.7851981 5.5296960 9.4714846 10.8502723 7.7195223 11.0735026 11.7697732 11.8181021 8.3498765 9.9591543 5.2960792 13.3058014 8.6043742 9.5353220 7.8872493 8.0965128 NA 7.2684653 9.9626569 NA 8.7657118 10.6666885 8.5206525 10.0199466 5.4556955 10.0904123 11.8027936 10.1992911 9.4655460 1.7927304 8.6672010 9.6682252 0.2077679 9.0934656 6.4172230 5.3575168 12.3405903 11.2119898 9.6610400 10.5437179 10.3594201 8.8462053 11.0941213 9.4012947 10.9086425 6.1619663 2.6672109 10.3383398 3.4557020 2.5296960 8.6000868 1.7927304 10.0223519 NA 6.7076159 6.0021849 3.7927304 NA NA 11.5936317 10.6182207 10.4092807 12.4132572 8.3625874 7.7964842 6.2875739 6.7155640 11.2280548 10.1480829 8.7274056 9.2535289 8.9116730 10.0927030 9.7371998 NA NA 10.0303402 7.5740917 9.3938836 8.0183410 10.2677896 8.7115951 8.3293030 5.1619642 8.9759537 13.3671677 11.0359058 NA 0.7927721 NA 2.5296960 5.9082101 13.8032599 11.0796746 5.6171603 10.1829008 NA 8.5609163 8.3110571 10.8876892 9.5598128 6.8516254 10.9936304 9.5990129 10.3714190 9.5533409 1.5297210 9.5442759 9.6150372 4.8516241 8.4646385 12.2647457 -0.13277000 0.01181800 0.80519000 -0.00034828 0.78205000 -0.00263220 -0.00816240 0.77291000 -0.02821800 0.10579000 0.10579000 0.12845000 0.10907000 -0.14283000 -0.14283000 -0.13277000 0.00402430 0.78454000 0.78454000 0.79944000 0.79944000 0.00527490 0.00013863 0.00069327 0.00069327 -0.00263220 0.00000000 0.00000000 -0.00816240 -0.00027724 -0.00027724 0.00388540 0.00388540 -0.00027724 0.77470000 0.02202400 -0.02821800 0.10579000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.775 0.775 0.773 0.773 0.000 0.000 0.000 0.000 -0.133 -0.133 0.783 0.783 -0.576 -0.460 0.000 0.000 0.799 0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.128 0.128 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.775 0.775 0.773 0.773 0.000 0.000 0.000 0.000 -0.133 -0.133 0.783 0.783 -0.576 -0.460 0.000 0.000 0.799 0.799 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.128 0.128 9.1191614 12.0612738 10.9804963 13.7368948 8.9475499 NA 1.7927304 9.6814751 10.3366272 NA 7.6382216 7.6086489 8.7700117 14.7132708 6.4556971 6.7076159 6.2952326 7.8298210 6.5914730 8.0501196 12.4698642 10.8215588 -0.7921071 9.4675126 9.6229618 9.6171603 4.1619683 15.7951513 9.4160037 6.2952326 12.1214030 4.3776929 7.8002263 9.7401253 7.6382216 9.5409246 8.9029976 9.7955468 10.4389905 -0.7921071 10.0078603 8.4580678 10.3600542 10.2487439 3.9082077 9.5498440 9.8425804 8.2576179 3.8516291 8.4269377 5.1619642 12.4282988 11.9084258 9.2765476 13.7679230 12.6642521 6.0781337 7.3370527 9.7244543 7.4461743 10.4389905 10.4178318 3.2077679 2.6672109 13.6725065 4.0657532 9.2978817 -0.7921071 -0.7921071 10.1377673 7.2792317 11.9134017 10.1749956 13.2681275 8.8462053 7.2077689 6.2197784 9.3254125 8.3136780 13.0339205 11.2952090 11.0823665 12.0283472 10.1648714 1.2077679 11.1735536 9.6192804 10.3221624 8.5386864 7.7195223 8.0532596 9.4920150 11.8289054 7.7889702 10.9095090 5.2738590 8.1176623 7.9390884 13.4256248 10.4645677 12.5780480 9.5046855 1.5297210 -0.7921071 8.6403111 12.1989368 10.7863590 7.4220883 10.2119897 11.5817220 11.5971318 10.0548266 11.2889199 4.7623594 10.9547035 7.3826949 4.7927304 8.8516254 10.0948072 7.9322833 9.2698154 11.8355015 10.0005596 10.7889699 9.7115951 3.3776929 14.6927495 8.4274704 7.3575168 8.2676004 6.8224791 6.8588215 9.6702715 8.3084319 8.6996224 4.0657532 10.9331356 9.7861420 7.3058018 11.2899184 10.0858202 11.4016027 11.3711045 1.7927304 10.4639781 NA 12.6910712 6.7851987 6.7313313 9.6139743 9.2854797 12.0863950 -0.7921071 10.1583252 -0.7921071 9.9626569 11.4562899 9.6996224 12.3405903 11.1854070 7.7115954 10.9086425 11.3663790 10.2859535 7.9424787 10.1928997 10.6533015 0.7927721 NA 4.8801957 8.0183410 11.9457687 8.1619658 0.7927721 8.5609163 8.8169481 11.4281477 TCGA-5P-A9JZ NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.76293227 9.68778717 7.57892362 0.04753839 13.76293224 7.02950921 13.65521925 -1.53742411 1.97228828 6.67689924 5.14908048 6.83761910 10.56717845 7.88674583 11.99469204 12.07889879 9.63438199 8.57762331 7.44271961 11.28096211 9.42330567 6.38305104 8.91585041 0.78450398 4.59186489 -1.53742411 NA 11.15584882 10.19517114 8.48771907 4.57110641 8.70932028 9.59892995 9.22413098 10.05597081 10.15388702 8.58670095 5.69139737 12.52976191 9.52530038 6.16301963 11.61105625 8.06805917 10.14820454 9.36721422 3.78450398 9.60021120 7.73870435 10.53437720 10.41386441 7.75720064 7.83979020 11.41247934 9.77853862 8.07728947 4.76636194 4.48495014 9.88517014 8.26024118 3.16301561 7.46257998 11.10146808 4.43986246 10.44200492 9.56192752 3.95442898 8.81864640 10.16907567 10.19007479 6.52327496 15.88506335 8.11363123 10.58346549 4.19049634 10.65302167 7.32985821 3.04753839 3.09426986 8.72232291 10.26993455 8.89407713 9.85274859 9.85005851 9.50423881 8.67203314 6.83326709 14.00104145 13.57969514 NA 11.53538221 9.34065350 6.53404136 NA 7.46257998 13.01968433 8.83653233 8.70337103 7.82232927 9.38516417 11.49789429 8.72349918 7.74855985 -1.53742411 8.86345904 -0.53742411 NA 9.69380090 1.78450398 8.63125164 10.40948598 9.83381181 8.94235996 10.48112767 9.24147818 11.56662306 9.78225178 10.60851182 15.41933016 0.46257589 10.41844381 9.87567871 11.09920432 9.01043831 10.59411518 NA 5.61232596 2.55003873 -1.53742411 5.00173920 13.25806133 10.66439733 11.11609654 10.40436096 10.75633865 3.46257589 8.67811276 6.69139877 10.88727089 11.65764425 11.31470927 6.35739717 8.97630721 10.71050719 0.46257589 1.04753839 6.69139877 1.26993081 8.69500064 13.19081908 9.54206454 11.36344647 9.22080297 6.43985914 9.60277030 8.05876943 11.04429575 5.96242640 9.26832350 4.34522604 9.54447592 11.15650217 7.69139807 11.22454638 11.19304978 11.57567065 8.53672124 9.56126980 7.93242501 13.23003999 9.22246794 9.31276658 8.66225215 8.78563457 NA 7.51514788 9.69978967 -1.52325542 8.44433246 10.94689911 8.34216314 10.41713953 8.12969104 10.14073968 11.65779808 10.21454207 9.13714280 4.95443364 8.60723783 9.88989253 -0.53742411 9.30099585 8.90344897 5.64248787 12.37219154 11.15475926 8.98123275 10.60851182 9.76407590 8.64993191 11.32449820 9.59379353 10.26186127 7.77319263 7.38739184 9.97185979 4.48495014 2.46257589 7.18025629 9.53671444 10.55434557 2.78450398 8.72467448 5.51221108 5.12079152 NA 2.46257589 11.98528378 11.36909450 10.89486057 11.89316291 8.26024118 8.92098637 7.02382974 7.92610382 10.91172835 9.97433227 9.08554655 9.89198643 10.33332969 -1.53742411 9.37771202 NA NA 9.75432601 6.93425464 9.38739227 7.94840870 10.08554668 11.49858153 8.83979020 0.78450398 9.78225178 13.40243432 10.24024599 -1.53742411 2.16301561 1.92200751 0.04753839 6.16993903 13.56873363 10.09330188 6.87197052 11.37565608 -1.53742411 8.93932591 9.28984299 10.41604865 9.77432799 7.02099993 11.73739461 10.27756266 10.64497403 9.07268170 2.36946648 9.32444205 9.24884931 5.52888383 7.54123759 10.56159870 -0.00567570 0.00425230 0.00124810 -0.00083160 3.65690000 0.00000000 -0.00539920 0.72112000 -0.03258700 0.04145800 0.04145800 0.04145800 0.04145800 -0.00567570 -0.00567570 -0.00567570 0.00425230 0.00124810 0.00124810 0.00124810 0.00124810 0.00124810 -0.00083160 0.00223590 0.00223590 0.00000000 -0.00166290 -0.00166290 -0.00539920 0.00166420 0.00166420 0.00027728 0.00027728 -0.00304750 -0.02835500 0.00471900 -0.03258700 0.04145800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.721 0.721 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.593794 12.629214 10.847094 11.780134 8.860254 NA 2.854893 9.937300 10.315499 -1.537424 8.637505 7.867721 8.913791 15.348359 5.820130 7.609785 7.269935 7.809093 7.135005 8.026729 10.075448 10.284752 1.047538 10.460112 10.470963 9.486334 5.269935 11.800620 9.692600 6.837619 12.334574 5.642488 7.617398 8.573715 8.898250 9.900332 8.75834849 9.74682550 9.68838968 NA 8.92610412 9.26024118 10.28196050 10.48112767 3.41677220 10.65333030 8.71642715 7.95443306 2.98613784 9.28275856 7.23076405 13.50850994 11.23262407 9.13853676 13.36956420 12.77942687 5.73870300 8.22413098 9.87937725 8.49462521 10.71554070 10.41150167 3.59185890 4.82013300 13.59109767 4.32056410 10.08920138 0.46257589 -1.53742411 10.44735417 7.16301963 12.12391242 9.42330567 15.41933016 8.46960682 8.58281753 5.58535618 9.02004348 9.45268356 12.18357202 11.31470927 12.31305957 12.48225726 9.95993255 0.04753839 10.53972918 8.86559162 10.02147862 8.43124644 7.69139807 7.97235491 9.77772923 12.61042057 7.94840870 11.25760264 4.39332009 6.80242977 8.40509422 13.28417331 11.58992922 12.14161987 8.48771907 NA -0.53742411 8.76521846 12.72760862 11.00460553 6.09193674 10.68477080 12.0973907 11.8124138 9.6343820 11.2809621 4.8201330 10.5720839 7.3236664 3.3205569 9.4036273 12.9190182 6.1630196 8.5750192 11.8114378 9.7577747 11.0350431 9.4604647 1.6325009 14.5230012 5.8690818 6.6325053 7.5866492 6.7057540 9.3267659 9.8381622 9.9682524 8.5599403 7.8505969 10.2847522 9.7099139 8.3406308 11.3172533 10.2048891 11.0036763 11.1427194 2.0475384 10.2402460 3.2174634 12.6088786 8.3977448 7.5867010 9.2208030 9.8585101 12.5424811 -0.5374241 9.5918626 1.2699308 9.6997897 10.4193188 9.9624255 12.3721915 11.2162143 8.0056116 10.2618613 10.4675023 10.4244851 7.4710086 9.9939612 10.2903193 -1.5374241 5.0877047 0.7845040 7.8867458 11.8445186 9.0400086 -1.5374241 8.9393259 8.2373668 10.7926563 TCGA-5P-A9K0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.2444358 9.8558616 6.6079339 3.2488536 13.0758159 8.7447289 14.3029854 -0.2747387 1.6626157 6.3177472 6.2409916 6.6079339 10.3830561 8.1389189 11.5249774 11.8024406 9.6223575 8.3727493 5.2644501 11.0981561 8.4463902 6.7721971 9.9225077 -1.2747387 4.9347429 NA -1.2747387 11.0673657 10.1646025 8.4984304 4.8750379 9.0290718 9.6033420 9.9175839 10.0997873 9.6802143 7.7082845 6.0106926 10.9577120 9.6816673 5.8750379 10.0573276 5.4667576 10.5290186 8.9517032 2.3102529 10.4069687 7.6619291 10.1251031 10.1089953 7.2989387 8.9909061 11.2737108 8.5644003 8.6185925 3.7696871 4.7913817 9.9660825 8.8584333 0.7252613 6.7587136 10.5084776 3.2488536 10.8289067 2.3102529 8.5692119 9.5494462 10.2731496 9.9341350 7.7196448 15.8088223 8.1003307 10.1677163 4.7476613 10.3450526 7.5099262 1.5326661 3.5897275 8.0806422 10.2616743 8.9212783 9.5107436 9.1661603 9.9625010 8.7940694 5.9151145 13.7623661 11.7073934 NA 11.4631721 9.3833418 8.4918198 NA 7.5000778 12.6725627 8.6109875 9.3335458 7.5739137 9.2488531 10.7900339 7.1515555 10.0312502 NA 8.8416351 -1.2747387 0.3102238 10.1133084 -0.2747387 7.9002165 10.5160468 10.7511227 8.8351216 10.1186816 8.8939631 11.9241213 9.5310350 10.4261642 13.7994743 2.8127446 11.0405651 10.6389285 10.9380914 9.8610003 10.6208663 NA 2.3102529 1.8952251 -0.2747387 6.2091063 14.0699337 8.0539661 11.3801508 10.3587404 10.9310843 3.0472243 8.4633834 5.6321810 10.7089973 11.6263465 10.9949438 7.0517201 8.7393114 11.0398743 1.5326661 2.0472243 8.5550139 1.3102819 9.6163152 13.2649951 10.3776880 11.4150707 8.7476590 2.9732255 9.6975528 7.5925699 10.7678738 11.2065860 9.0662539 3.1847246 9.4628848 11.0587259 7.7365183 11.7274028 11.5842434 12.1885600 9.0937976 9.4152890 7.2321340 13.1488009 8.9696550 9.5542208 8.8977184 9.0393079 NA 7.5422743 10.1003305 0.3245802 9.8663827 10.8484425 8.2468916 10.3413804 9.3008303 10.3395408 11.3628216 10.3591944 9.7366091 4.1176119 8.3326216 9.8311996 -1.2747387 9.0839422 9.1836977 5.8952154 12.7031970 11.4093822 9.2998846 10.2151390 9.8213473 9.0751251 11.0145347 8.9932481 10.4472446 8.0981563 6.7587136 10.0584464 2.8127446 1.8952251 4.8750379 2.9732255 10.6090799 2.3102529 7.3799267 5.7159043 3.7252940 NA 2.1847246 11.8778928 10.8361005 10.6975529 11.8445564 9.1261704 8.2390185 6.3048341 6.9249633 11.0130035 9.9891471 9.2151391 9.6917966 9.4793433 8.4395367 9.6231365 NA NA 9.8147415 7.0740194 9.2181457 8.6336837 9.9126431 10.1697884 10.6359338 0.3102238 10.7089973 12.8481999 10.3892938 NA 3.0472243 -1.2747387 1.0471894 6.1089948 12.7741185 10.1272372 6.7139762 10.4701249 1.0471894 8.6692710 9.3157940 10.4161621 9.9089265 7.2837116 11.3130686 10.0359039 10.6422901 9.4671372 3.0472243 9.0916134 9.9973376 4.6436773 6.7393675 11.2407445 -0.00995650 0.01321300 0.00263570 -0.00083867 0.80208000 -0.00885260 -0.02370300 0.70457000 -0.09327100 0.09129900 0.12750000 0.12750000 0.08782400 -0.02581400 -0.02581400 -0.00995650 0.01321300 0.00263570 0.00263570 0.00263570 0.00263570 0.02272500 -0.03751100 -0.00240870 0.00055459 -0.00885260 -0.00378390 0.00000000 -0.02782200 -0.01926300 -0.01926300 0.00305220 0.00305220 -0.01876500 0.74385000 -0.00678130 -0.09327100 0.09129900 0.000 0.000 0.000 0.000 0.768 0.768 0.000 0.000 0.000 0.726 0.726 0.705 0.705 0.000 0.000 0.000 0.000 0.000 0.000 0.734 0.734 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.802 0.802 0.000 0.000 0.000 0.000 0.127 0.127 0.000 0.000 0.000 0.000 0.768 0.768 0.000 0.000 0.000 0.726 0.726 0.705 0.705 0.000 0.000 0.000 0.000 0.000 0.000 0.734 0.734 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.802 0.802 0.000 0.000 0.000 0.000 0.127 0.127 11.2156406 12.1368021 11.2248878 13.9054333 9.2663876 0.3102238 1.3102819 9.8474719 10.4963678 -1.2747387 8.8851625 6.8180478 8.9684649 14.7196003 5.6910763 7.3326211 7.4152888 6.8074399 6.4734833 7.8648423 10.4901627 10.1536512 1.5326661 9.9696549 10.7365777 9.3817160 5.3102529 10.1583548 9.5778206 8.1723745 12.0190414 5.2644501 7.6381803 8.6276663 8.8763076 9.6721973 8.9932481 9.6670723 9.6729281 NA 9.2111203 8.4326500 10.7245864 10.4515092 4.5832724 10.0216338 9.0449632 7.3177481 3.8952154 8.9850344 4.2798798 13.2974583 11.5713690 9.0584464 13.4509768 12.9010745 5.9347453 7.8673980 9.7730967 8.5148249 10.5390722 10.1008736 3.1176119 3.8952154 13.5855536 4.1176119 9.0539661 0.7252613 -0.2747387 9.9237362 6.1431444 12.2809587 9.9014641 13.7994743 8.9779565 8.3852869 5.1845580 7.5197070 10.6765758 13.8807418 10.9949438 11.8158997 12.5223446 10.1526039 -1.2747387 11.0138688 9.5621304 10.7977587 8.5390723 7.7365183 7.7365183 9.6968345 12.3709495 8.5550139 11.1531276 6.1261696 7.5925699 8.2091068 13.4835439 11.6010404 12.2826351 7.2488526 -1.2747387 -1.2747387 8.3252038 12.6391154 10.9805528 6.7476586 10.6303019 12.1370668 11.6132732 9.6223575 11.0981561 4.6079339 10.4003660 9.0584464 3.2488536 9.2644499 12.4519478 5.8750379 8.4768353 11.7387411 9.3736486 10.8807418 9.5832720 1.7253049 15.3232127 8.3571411 7.2091073 7.7500980 7.2370436 8.8007702 9.4860110 9.4742722 8.5848257 6.9101666 11.3372380 9.6552892 7.0959782 11.0415726 10.4348057 10.3673428 11.3904049 3.9347429 10.0307829 2.8127446 12.5546600 8.3214808 7.1640833 8.7476590 9.6723507 12.0630523 2.1847246 8.6751176 0.3102238 10.1003305 10.5979659 10.5426745 12.7031970 11.4508703 8.7614648 10.4472446 10.7210582 10.5030560 7.6018079 9.8964679 10.0324918 0.3102238 4.5326474 -1.2747387 8.3691471 11.6787982 8.5597621 -1.2747387 8.6692710 8.2970437 11.1243019 TCGA-5P-A9K2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7505163 8.5639124 8.3808216 3.3075742 11.6850244 8.8383997 12.7489032 0.1376347 4.5885288 4.0445428 5.7226108 8.7375607 9.8188862 7.3471013 10.7904928 12.4342773 10.1983437 7.7742725 6.3855760 11.4940997 8.0624601 6.0712199 11.7578676 NA 9.0018340 NA 4.5299646 11.0940240 10.8630140 8.7449781 5.8380870 8.0565109 8.8925352 11.5299652 9.3616495 9.7976437 7.3760524 5.6922375 9.7375607 9.1063146 4.3855760 8.4505308 2.4595890 10.0903890 9.1765669 2.7226190 9.7375607 8.5427893 9.9878346 9.6513754 7.4774976 7.6295009 10.8302633 8.2409358 8.4595759 4.1376511 4.7226081 8.9288106 8.9987348 4.3075742 6.7670045 10.4786106 1.7225972 11.5099687 5.9190087 5.0445384 7.8100729 11.3069465 8.7375607 6.5805917 15.7360493 9.3712674 8.9288106 6.2251110 11.0918441 8.6052532 3.5970782 6.6860845 9.4414285 9.6214636 8.6651248 9.8891918 9.3926763 9.1348272 9.1820420 5.9190087 13.6521153 11.4096943 NA 10.6690292 8.7330547 7.2356802 NA 9.9222826 12.0805288 9.7778928 7.2144639 7.4044340 9.7282348 10.8587470 7.2037366 5.7096270 NA 8.7560332 NA 0.1376347 8.4819439 2.7226190 7.4137726 10.2720742 10.4830530 8.2565890 10.4195779 9.4663227 10.9238194 9.3688689 10.2290832 13.3237620 NA 10.1897403 10.4218936 10.3973911 13.0060846 10.0830917 NA 2.9450083 2.7226190 2.9450083 6.6922361 12.9336874 10.5919471 9.2720741 12.0241065 12.3994489 4.2251129 9.3973910 4.8380895 10.1751947 11.5555003 11.0300768 6.5805917 7.9893968 11.0587449 6.9190075 2.7226190 7.6998903 NA 9.7056039 12.4527974 10.3163126 13.3524222 9.3973910 7.0565109 10.3287070 7.9768516 11.5963927 7.8991992 9.2617691 9.0683852 10.2372060 9.3100754 7.4322688 11.3000391 12.2746389 11.4584483 8.1034321 10.0141647 6.5194507 13.5911757 8.3664665 9.5826627 7.9058322 10.3012975 NA 7.0918437 10.3446621 NA 7.1082714 9.5909184 8.7886994 9.8875172 8.4774976 10.0505372 12.5496883 9.3592350 10.1798544 3.3075742 9.7412742 9.7724589 1.7225972 8.3471013 4.9450036 4.3855760 12.3320969 11.2962575 8.6174282 9.8311348 11.1277518 8.1488751 11.6044330 9.1376477 10.6680541 4.8380895 4.0445428 9.9482194 2.4595890 3.3075742 7.7301046 1.1376347 9.6315032 NA 8.2823059 6.0202911 3.1376511 NA NA 11.3592349 9.8363524 10.7733659 12.3237621 6.7523579 6.9320635 6.4287722 7.1488751 11.3075728 9.8188862 8.3125735 9.2539919 10.1120624 8.7596995 10.2656421 NA NA 10.0728128 7.4322688 9.3225231 8.4595759 10.7403467 10.8450069 8.1765666 7.4685646 8.4276665 13.3788862 10.9091373 NA 2.1376347 0.1376347 2.9450083 5.2251091 13.8173478 11.5486291 6.1149271 10.4696843 2.1376347 7.4951995 7.9320635 10.5427893 9.2304050 6.5470395 11.1270423 9.4322686 10.0141647 9.5722760 NA 10.5857641 9.8587469 4.4595759 9.2143832 12.6719507 -0.0055375 0.0162860 0.7510800 0.0015255 0.7383400 0.0000000 -0.0099565 0.6894300 -0.0445510 0.1305100 0.1305100 0.1305100 0.1305100 -0.0055375 -0.0055375 -0.0055375 0.0162860 0.7493700 0.7475200 0.7475200 0.7475200 0.0068044 0.0015255 0.0000000 0.0000000 0.0000000 -0.0048461 -0.0048461 -0.0148970 -0.0020784 -0.0020784 0.0040009 0.0040009 -0.0190400 0.7092600 -0.0095426 -0.0445510 0.1305100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.697 0.697 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.748 0.748 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.000 0.000 0.000 0.000 0.131 0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.697 0.697 0.689 0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.673 0.673 0.000 0.000 0.000 0.000 0.748 0.748 0.000 0.000 0.000 0.000 0.000 0.000 0.738 0.738 0.000 0.000 0.000 0.000 0.131 0.131 10.199694 11.722141 10.901690 10.904177 8.696069 NA 3.137651 10.328707 9.858320 NA 7.788699 6.824148 9.103432 14.116537 5.385576 6.563913 5.919009 8.450531 6.865569 7.858747 12.930235 10.594002 NA 9.342219 9.050507 9.094750 6.851894 15.226312 9.059489 4.722608 12.158975 3.597078 7.044538 10.205082 7.103433 9.103432 9.307573 9.811840 10.667078 1.722597 11.021055 7.912435 9.603214 10.246172 3.137651 9.259181 9.160016 8.597079 3.137651 7.919007 5.307574 12.066906 11.506154 9.088933 14.156196 12.576440 5.970538 8.327472 9.572276 7.629501 10.798535 11.985097 2.945008 4.225113 12.891282 4.838090 8.941779 NA NA 9.371267 6.613381 12.311637 10.703702 13.323762 9.356816 7.225111 6.534082 11.449964 9.259181 12.725660 11.030077 10.653348 11.517568 9.932064 1.722597 11.227098 7.838088 10.020291 7.951429 7.432269 8.868967 9.527817 11.038515 6.182043 9.750516 7.114928 7.983138 7.722610 13.230628 9.756033 13.040588 8.266931 3.137651 NA 8.688395 11.780151 10.534916 7.831135 10.068385 12.0764923 10.8698152 10.1983437 11.4940997 4.5299646 10.4207362 8.2251105 4.7226081 8.3175569 9.8161774 4.3855760 8.6998903 11.2784776 9.0654258 10.8038718 9.5991273 2.4595890 13.8608821 8.1569047 6.9705373 7.6178318 5.9190087 5.7226108 9.1120623 9.0018340 8.7150765 2.9450083 9.7560334 10.1516683 6.8791151 11.4391440 10.1983437 10.9917370 11.5411925 2.9450083 10.0728128 1.7225972 12.7359051 5.9956292 6.7375610 9.3973910 10.3118370 11.5245880 1.1376347 10.1710708 NA 10.3446621 11.5288914 8.7112949 12.3320969 9.7207306 8.0263912 10.6680541 10.8510343 9.8774285 9.1432722 10.1956396 10.1627873 1.1376347 0.1376347 NA 8.2823059 12.9677292 7.7670045 1.7225972 7.4951995 8.4459869 11.4584483 TCGA-A3-A6NI NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 2 3 3 2 2 4 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5204063 9.6309125 8.2334970 9.4874208 13.0074780 7.0566009 12.2722185 NA 2.4622094 6.0531548 9.5246538 7.8288010 10.5557709 8.1824381 11.9168029 10.6579099 10.6916699 8.7426975 2.9219123 10.4942952 8.5450085 6.8242141 12.4859694 NA 7.3043805 -1.4703290 -0.4703290 10.3557445 10.1675766 7.9725370 2.6170633 8.5040078 9.5161464 9.8772146 10.7872757 9.8385012 8.7632130 5.9558591 8.9474458 9.7451262 6.4953770 10.8697215 7.7169456 10.4826985 10.4228948 3.8149913 11.8035345 8.8548986 10.6057408 10.3183116 7.2977774 6.2643037 10.1171364 9.1353227 8.0254486 5.9389844 1.3369689 9.8293738 8.4573714 3.8149913 6.7487618 10.0507029 2.5295961 10.8588290 7.0994488 4.9046334 10.4476738 12.0253234 10.3902924 9.6282833 16.7622016 8.1424619 10.1779509 4.2844771 10.3397632 7.2472696 6.9261975 2.2791147 8.8694433 9.7566075 8.9694242 9.9448069 8.0956476 8.6263084 9.2064320 6.9304724 13.8257567 11.0261975 4.2575161 12.1903692 10.7422720 7.1145555 -1.4703290 5.6691459 12.3784118 8.8379322 9.1967049 8.5491840 8.4662311 11.1543887 8.4588516 11.2074737 4.1734473 8.6170560 0.1145003 -1.4703290 9.8436100 3.6995183 8.3449767 9.7858019 10.7653084 8.4647585 9.1598605 9.5457051 11.9710280 9.8356549 10.7919818 12.5414320 1.8515192 11.3536531 10.5090185 9.9453351 8.7523883 9.9111362 0.8515192 1.1145669 1.6995072 0.8515192 8.3401648 14.2601165 10.9943942 12.9209040 9.3687972 9.8322323 4.1145586 7.6793407 9.3377530 10.6732954 10.7878649 11.1486050 8.9714999 8.2861497 11.0961231 4.3875762 4.5519589 2.8515192 -0.4703290 9.0022842 13.5718084 9.2735861 10.8777682 8.9240559 7.2369527 10.0219473 8.0032992 9.1973877 8.7787067 9.0531553 6.7144681 10.2616165 9.8605102 8.2455551 11.2042269 12.8783906 12.1651980 8.5211151 9.2556752 1.8370148 11.9622657 8.9610908 10.4014985 8.8537740 8.8904403 -0.4703290 8.4544058 10.4061103 8.2366074 9.3839863 11.1122058 8.0134092 10.6828286 8.9663047 9.5429160 11.6681851 9.4477112 8.9942819 5.2977784 8.4394864 9.7218861 -1.4703290 10.4068774 7.9579535 6.7439121 13.1362298 10.3493732 8.8184595 10.5913020 9.7445195 8.7893367 11.2530878 9.2090734 9.9320724 8.9463908 1.9890300 11.4340398 7.1734493 3.4364817 7.9537594 4.3369474 10.4651267 5.0841834 9.7384374 6.1186816 5.2020180 -1.4703290 NA 11.6241659 10.5306496 11.3447764 11.7832931 8.4409854 9.3465769 6.4976842 11.3926180 10.9237880 10.7110561 8.9240559 9.7237345 11.7902188 0.1145003 9.4342279 0.1145003 -1.4703290 10.0274451 8.3624835 9.2794627 8.4484566 10.2147800 13.3627305 13.4643899 6.5902891 10.8563037 12.9019823 9.9479678 -0.4703290 2.9890300 1.1145669 1.1145669 6.6640191 13.9776451 9.7280383 7.5239469 10.6114096 NA 8.3687972 9.3397955 9.9159947 9.2944650 7.7338465 11.3405665 9.3215701 11.0460320 9.7738917 6.7679977 10.4492015 9.5595706 5.0121172 8.2489138 10.5004182 -0.01410600 0.00000000 0.01124500 0.59312000 -0.02273700 -0.01506600 -0.03931500 0.08650600 -0.00223220 -0.01038600 -0.01038600 -0.01038600 -0.02796000 0.11358000 -0.00969580 0.02916900 0.16413000 -0.61977000 -0.59722000 -0.63168000 0.01124500 0.06220700 0.00414780 -0.01176400 0.12622000 0.02916900 0.00790210 0.00790210 0.00454680 -0.00018148 0.00442570 0.01710900 0.01710900 -0.56098000 -0.01217800 0.96697000 -0.00223220 -0.01038600 0.000 0.000 0.000 0.000 0.544 0.544 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.597 -0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.544 0.544 0.000 -0.561 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.597 -0.597 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.079378 11.587247 8.874999 11.996052 9.323197 NA 2.851519 10.063410 10.782699 2.921912 10.679340 6.951658 8.093743 13.537759 6.704519 8.021446 5.989025 8.335337 8.314228 8.037388 10.220028 9.914917 1.114567 9.081302 9.805287 10.161225 7.277786 10.145223 11.121116 7.736608 12.418042 5.648534 6.584875 7.053155 9.635502 10.404575 9.7928625 10.0344123 8.6420329 NA 10.2412603 8.2961224 6.9432216 10.5257136 4.5739864 10.0875356 9.4281947 7.2300329 8.1716452 9.4394864 6.5408208 12.9815127 10.7045190 9.4409852 13.2207915 12.3845590 6.6381173 8.8126818 9.6825118 8.6407290 9.5408206 9.5561167 4.3109508 5.9971998 13.0720811 8.7560055 10.1761520 3.9558614 NA 9.7905129 7.6537143 12.9800313 9.5373213 12.5414320 9.3264441 7.5154349 6.7304919 12.2617607 11.2609123 15.6126259 11.1486050 11.5819915 13.6573459 11.0017764 0.5295711 11.4866953 10.6276253 10.6137373 8.5602606 8.2455551 7.8242141 10.2468413 12.2354416 9.5862311 11.1548410 5.3369474 6.8242141 7.5739872 13.8747220 10.8849444 12.3489741 7.5068732 NA NA 10.5228855 12.5635324 10.9571366 7.3656436 10.6417070 11.664661 12.359712 10.691670 10.494295 6.084181 11.329684 12.061097 5.758412 9.506873 14.354666 6.495377 4.658874 12.224693 8.978742 11.492128 9.535919 4.021444 14.229057 6.953045 6.679341 8.483412 9.416052 9.367221 9.491766 7.534825 8.779714 6.173449 11.416814 9.846441 9.199364 11.296329 9.853774 9.636810 11.215656 1.114567 10.037883 5.037387 12.963895 8.512587 8.966305 8.924056 9.762596 12.525184 1.851519 8.812682 5.053155 10.406110 10.314637 10.526773 13.136230 10.406110 9.351367 9.932072 11.299638 10.538001 6.477961 10.378607 9.993118 -0.470329 -0.470329 NA 10.624001 11.950701 8.142462 2.336940 8.368797 8.164404 9.656943 TCGA-5P-A9K4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 4 6 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.15371858 9.41895731 7.72051858 NA 11.97663157 8.45459582 12.33959837 -0.07384873 4.36072947 5.28365513 5.61260315 7.23444192 10.31573400 7.77785167 11.56950794 11.77120061 10.13738261 8.68265897 3.24803381 10.80606872 8.46137794 4.60586172 13.83543326 2.62653259 7.36904590 NA 2.73346281 10.71685838 10.77511673 8.81788638 1.73344112 8.65742171 9.21266053 10.79260885 9.02413486 9.96502162 7.28804658 6.27483005 8.83449538 9.71073757 8.31841989 9.85684007 5.19288851 11.10383363 8.92186979 2.51106316 9.12331933 7.36073123 9.77628958 10.25084578 7.40588262 8.78563751 11.14006656 8.84402654 8.21150482 5.30114131 3.78408514 9.15612303 8.99890517 1.92611331 5.94847003 10.67890141 4.13555949 10.71848630 7.01356499 2.38554148 8.98271328 10.50636124 9.90409808 6.55545881 16.14996297 8.13799117 11.18819752 4.94847003 10.14406039 8.29460926 4.13555949 3.62042219 9.64976364 9.56634769 8.99353709 9.90409808 9.82470406 9.05409688 9.20571336 6.14527189 13.77237657 11.52345694 NA 11.43116985 10.40519072 7.89764643 NA 9.14648111 11.98274037 8.31196487 7.75265093 8.01621493 9.27372405 10.79839274 7.86861701 8.01996928 NA 9.69428701 NA NA 8.90481312 1.24804900 7.73667455 9.38553436 10.25533844 8.82394802 9.80645151 9.18702217 11.13655484 9.63432444 10.51996063 14.02401134 NA 10.27536179 10.57670569 11.04017031 10.83374446 10.06820969 NA 6.64034762 NA 1.51106316 7.48834469 13.78121446 12.40525136 11.51153470 9.96912991 11.16331261 2.62653259 8.27039859 8.56995887 10.73747738 10.54540558 11.41936523 6.15492137 7.12085993 11.06597372 NA 4.41795375 9.27924957 -1.07400058 10.50022305 13.52996079 10.73345756 12.02429928 8.94985705 7.33124391 9.81408477 7.92328232 10.13455043 11.45943239 8.98544720 5.88029860 9.89556832 10.31088641 8.03723834 11.15852360 12.54000721 12.03772742 8.62307013 9.36385485 4.54345876 12.70571944 8.99219174 9.26595277 8.13555590 8.56634750 -0.07384873 7.73345739 10.08534325 NA 8.19660803 10.94708262 8.11592747 10.08786443 10.01091100 10.15432017 11.69944796 10.37937328 8.97498467 3.68098816 9.17046641 10.58029117 NA 10.70746241 6.65402302 5.83299378 12.57592017 11.16211686 8.74468485 10.13677405 9.74707936 9.10227573 11.13337941 8.97322667 10.30114211 8.14042182 6.68765422 10.27924946 0.92607535 2.62653259 8.64034834 2.92609433 10.42045830 0.51106316 8.79934671 5.46526273 3.09602566 NA 0.51106316 11.61413435 10.79608196 10.55089816 11.99202362 8.41795586 9.05022387 7.12469517 8.65232085 11.01290237 11.32270745 8.61958945 9.57535885 10.19230354 5.33549397 8.94569343 -1.07400058 -1.07400058 9.42992849 9.29133142 9.25028326 7.84496619 9.90980880 10.63173501 8.01356555 5.38553458 9.51481740 15.59464144 10.87373962 -1.07400058 4.54081463 -0.07384873 -0.07384873 5.65402302 14.48278833 10.51012564 6.98679886 10.91762449 0.51106316 8.92045618 8.84941542 10.47203239 9.29023731 6.31841989 11.65019012 9.69841731 10.40537774 9.34539926 4.62654427 9.27704185 9.95608004 5.15491935 7.72064853 11.44990963 -0.0066432 0.0183830 0.8796600 -0.0051227 0.8671200 -0.0024938 -0.0073339 0.8157100 -0.0456350 -0.5852000 -0.5677300 0.7462000 0.7644600 -0.0066432 -0.0066432 -0.0066432 0.0164250 -0.0022168 -0.0022168 -0.0022168 -0.0022168 0.0089225 0.0052749 0.0056919 0.0056919 -0.0114730 0.0000000 0.0000000 -0.0069195 -0.0084385 -0.0084385 0.8691000 0.8691000 -0.0048461 0.8231400 -0.0008316 -0.0456350 -0.5852000 0.000 0.000 0.000 0.000 0.000 0.000 0.869 0.000 0.000 0.823 0.823 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 1.599 1.599 0.000 0.000 0.000 0.000 0.000 0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.000 0.000 0.178 0.746 0.000 0.000 0.000 0.000 0.000 0.000 0.869 0.000 0.000 0.823 0.823 0.816 0.816 0.000 0.000 0.000 0.000 0.000 0.000 1.599 1.599 0.000 0.000 0.000 0.000 0.000 0.880 0.000 0.000 0.000 0.000 0.000 0.000 0.867 0.867 0.000 0.000 0.000 0.000 0.178 0.746 12.089281 11.646561 10.195229 11.225883 8.760574 2.733463 2.926094 9.569057 10.904842 NA 9.340788 7.449665 8.631735 13.395681 4.784085 5.211507 7.110978 6.591439 5.265954 7.928917 12.122090 10.578948 NA 8.944303 9.657634 9.924693 5.746281 10.099155 9.758993 4.970495 12.046493 4.856841 8.407902 8.897646 8.002919 9.992192 8.9204562 9.6195896 9.5762568 -1.0740006 11.0997798 8.5789478 8.7205186 10.3998084 4.0553866 10.3628142 9.5389711 7.3269822 3.8329913 9.3000553 4.2836551 13.1034443 10.9275109 9.2603760 13.5180924 12.9402103 6.6809896 8.8041536 9.9345312 8.3875823 10.0378904 11.0900668 2.2480186 5.4959573 13.7386811 4.4806917 11.5257831 -1.0740006 NA 9.9443028 7.0809209 12.5543203 9.8442205 14.0240113 8.4652615 7.9975651 7.1635994 13.0828178 9.5490696 13.3583836 11.4193652 11.5329705 12.5622741 10.0069201 0.5110632 10.6343244 8.4574843 10.4194578 9.2978792 8.0372383 7.7840838 9.7261936 12.2586987 6.9429109 11.2275989 3.1740228 6.9759511 7.9147875 14.4699106 10.8247041 12.2684552 8.8389921 1.2480490 NA 9.5490696 12.7533461 10.9104535 7.5297288 10.3054811 11.3822003 12.2784220 10.1373826 10.8060687 3.9261038 10.9470826 9.1799501 4.4496670 8.7809711 12.0257266 8.3184199 7.6055825 12.1589373 9.1488975 11.1734369 9.5463225 0.5110632 14.7966360 9.5789208 7.6195898 7.9296206 6.1355554 8.1905452 10.1525149 9.0566732 8.8081343 4.5985260 11.1367740 9.8102731 9.0796546 10.9588372 9.3205655 11.1103582 10.8936892 2.9260943 10.0069201 -1.0740006 12.7044642 8.0188600 6.9595256 8.9498571 9.2578258 12.9577177 2.3855415 9.2033901 NA 10.0853433 10.6256751 11.0129024 12.5759202 10.9463882 8.7809711 10.3011421 11.2767657 10.3296900 8.1109781 9.9526261 10.0579596 -1.0740006 NA 3.1740228 8.6248072 11.4514595 8.2435153 NA 8.9204562 8.8163671 11.0489306 TCGA-DV-A4VX NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3 2 4 4 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.3639746 9.6842530 8.1795499 0.3278023 11.2466642 6.5688788 12.7285470 NA 3.7937711 7.5662055 7.1606913 8.8075813 9.7039264 8.4673524 12.4087850 8.5733537 10.4519223 7.1222171 3.9716539 10.2459188 8.0351603 4.4152652 15.7850857 -0.6723126 6.4570837 NA NA 8.4775482 11.1347533 8.6247172 3.6497304 9.1351560 8.8454703 11.6315817 9.9155786 9.4218786 7.2585387 7.0282409 8.1511683 9.2451731 8.5898957 9.0090395 5.4775478 11.1395771 9.1527597 4.1351572 10.4032801 8.5875443 9.5638152 10.7158182 7.8552778 11.0471898 10.0523148 10.0557214 8.6406838 4.1351572 2.1351408 8.4545053 9.0540193 3.3278023 6.2819968 10.0230292 1.3278023 11.1331418 8.3418212 0.9127265 9.3472945 13.6359267 11.1869475 8.3830835 16.0198988 7.7994759 11.7284136 4.5372526 10.4769129 7.1351562 5.5945874 2.3278023 9.5250176 8.5638152 9.1904383 10.1439847 8.9877969 8.1606908 9.7831282 5.1857833 13.1494753 10.5810575 -0.6723126 10.8136303 11.5326258 6.5469701 -0.6723126 1.9127648 11.8756595 8.4927080 9.0574218 8.7603427 9.0893522 10.5940019 7.9680458 11.9703762 1.6497074 8.8336124 1.6497074 NA 9.5262461 5.4775478 7.7831279 9.0793450 10.7066377 7.3938898 10.1873357 7.8276469 12.1872076 9.7551139 9.9146408 13.3968311 2.1351408 10.2853819 10.5904831 10.4635103 9.1857821 9.3136429 -0.6723126 0.9127265 0.9127265 1.3278023 7.9052299 14.3195885 9.4350180 13.1314276 10.9548788 10.7366614 3.0282332 7.1795499 9.3487808 10.3115072 10.2592772 11.3469747 7.4570837 10.0548706 11.3584681 3.8513593 3.9127648 3.0282332 0.3278023 10.1487777 13.7220627 10.8679290 10.0625106 7.9788529 5.6676509 10.2346916 9.2673801 8.8804318 5.7540671 7.7624292 9.7276130 9.6851551 9.3362296 7.7624292 11.2589078 12.1038227 11.7409000 8.2644388 10.0026906 3.7547379 13.1585142 8.8035345 9.6178199 10.5733537 9.5662057 0.9127265 6.6497290 10.0028759 10.8915359 10.0397948 11.0064011 7.9752593 10.0230292 9.4570839 9.3625999 11.5662057 10.6155133 8.1781131 3.3278023 7.3164861 9.8533217 -0.6723126 11.9270165 6.8900429 4.1351572 12.5705285 10.5132959 9.6212726 10.2081498 10.8528323 8.1826695 11.2789509 9.6212726 8.5542132 8.4647920 -0.6723126 9.1107991 3.4977273 2.6497304 8.6406838 5.0002254 10.1148873 3.8513593 9.1997062 6.6414998 5.3938898 NA 0.3278023 10.4857794 10.1701513 10.5021025 11.0173622 8.3749247 7.8236558 7.1875223 9.2688486 10.5002285 10.4402405 8.2906972 9.8669597 11.4251748 -0.6723126 9.5299248 NA -0.6723126 9.5662057 8.8650193 10.3242745 8.9553349 10.0107955 10.5656084 10.6137811 2.7872235 9.7115052 12.1779878 8.7851817 -0.6723126 3.3278023 -0.6723126 3.0282332 4.2346929 14.1277402 11.3446093 5.8669599 9.2331880 NA 7.4570837 9.0152991 10.5980963 8.7748842 6.6224223 11.5554169 8.5002284 11.7098846 9.6995777 5.4977273 10.2211025 9.1383727 2.6366826 6.9351309 12.3207393 -0.0040162 0.5684500 0.6318900 0.6149800 0.6264200 0.6119000 -0.0085766 0.0307320 0.0891270 0.1548700 0.1548700 0.1548700 0.1743700 -0.0040162 -0.0040162 -0.0040162 0.6053900 -0.7327500 -0.7327500 -0.7327500 -0.7327500 -0.0337420 -0.0340860 -0.0231550 -0.0231550 0.6119000 -0.6975800 0.0000000 -0.0085766 -0.0353120 -0.0353120 -0.0287650 -0.0287650 -0.7175200 0.6702800 -0.0015243 0.0891270 0.1548700 0.000 0.000 0.000 0.000 0.623 0.623 0.000 -0.718 0.000 0.691 0.691 -0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.656 0.656 -0.714 0.000 0.568 0.568 -0.101 0.632 0.000 0.000 0.000 0.615 0.000 0.000 0.626 0.626 0.612 0.612 0.000 0.000 0.155 0.155 0.000 0.000 0.000 0.000 0.623 0.623 0.000 -0.718 0.000 0.691 0.691 -0.670 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.656 0.656 -0.714 0.000 0.568 0.568 -0.101 0.632 0.000 0.000 0.000 0.615 0.000 0.000 0.626 0.626 0.612 0.612 0.000 0.000 0.155 0.155 5.2585378 9.9267839 9.4006035 12.5545142 9.8775857 4.7872339 3.0282332 10.0265056 11.1865202 0.3278023 7.7913251 4.6132016 8.6039252 13.1170289 6.6039260 7.1479803 5.0282420 4.3721930 8.2316830 7.6984887 9.5286997 10.3598467 4.7872339 8.2104439 9.1270825 11.3718535 7.4826192 3.4152584 11.3841000 5.7872313 12.5979459 5.0557206 8.0247685 7.4467417 5.0002254 10.5697841 8.8196541 9.4864107 8.8336124 NA 11.9571576 7.7414292 6.5372541 9.2585382 4.7540644 9.8582073 9.9193234 7.2226191 6.0826877 9.2747073 5.9425098 12.5217883 12.5875442 9.4337096 13.0853993 12.9894678 5.9860127 10.3093682 9.7540657 7.1025878 8.9824369 10.6183959 4.9716585 5.5176253 13.0780892 6.7624285 9.6765291 4.4152652 NA 11.6817748 8.3193230 12.9090016 8.9966859 13.3968311 8.7222638 7.1479803 6.0872231 12.3095466 11.3093683 15.8695177 11.3469747 10.1701513 13.4931006 10.0055206 -0.6723126 11.8484197 9.6620743 11.1009402 9.0107955 7.7624292 7.8276469 9.9452684 12.8480513 9.4876722 11.4139372 4.3278023 7.7456535 4.5757298 13.4603328 11.2376941 12.8464541 6.2226191 2.6497304 NA 10.3369298 12.1323354 10.5816603 6.6132031 9.4284634 10.5469695 11.7712626 10.4519223 10.2459188 6.5274739 10.2488980 11.8807102 4.6132016 8.8669599 12.9347440 8.5898957 4.8823887 11.0789182 8.7603427 10.3674055 9.0107955 2.4977145 13.9453832 9.4230001 6.8035345 8.3724955 7.6178201 7.4258327 9.2043180 7.0488999 8.8494013 4.0826856 12.3675768 9.8552779 7.2346920 11.4146007 10.0480453 9.1511683 10.7419577 1.3278023 9.4826190 7.8938548 12.4887753 7.0759936 6.7371919 7.9788529 10.0120148 12.2905163 3.9716539 8.2012452 2.4977145 10.0028759 10.1278919 11.0265057 12.5705285 10.7810716 7.7540657 8.5542132 11.3161306 9.6486015 5.2819986 9.6224218 9.3557070 2.1351408 NA NA 10.0625106 11.2756753 6.5566195 -0.6723126 7.4570837 9.1670048 9.2466641 TCGA-J7-A8I2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 1 2 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7854307 9.4491784 8.2004681 NA 4.7704802 10.3126353 7.7038434 NA NA 3.3010023 11.8087898 8.9581075 10.8690974 8.3009949 12.5518402 5.5547515 9.4239227 6.2729806 3.5074522 10.8573538 8.0558827 7.7103340 10.0025016 NA 3.5074522 NA NA 10.1920778 10.8389602 9.6598999 6.6558384 8.0393473 9.5298139 11.6274246 9.7413852 10.4507423 8.0722307 8.0476387 4.6880181 10.0944109 4.3554462 8.7064639 3.5074522 10.1319369 9.1083501 0.6005552 7.1004016 7.3819149 11.0173530 10.2389914 8.1551441 9.5327703 10.5559656 7.8389600 8.5634514 7.7038434 4.7704802 9.8100087 9.3284759 0.6005552 5.0268222 10.6843472 5.8100086 11.7243535 2.9224833 3.0599955 7.7142977 11.4670616 9.4538651 11.0273444 14.3499011 8.7579023 7.6339782 5.8100086 11.7359441 8.3520995 5.3554427 4.6113377 14.0651012 8.6666448 8.7142977 10.6456325 9.5179276 9.1627979 4.9224833 6.7090797 12.4972663 10.5357205 NA 11.3500059 9.0054202 7.7401066 1.1855494 4.5074458 6.4831983 9.1221558 7.3884582 8.2004681 6.8766802 11.4436913 8.3982170 5.3009949 2.4079237 8.9359459 NA NA 9.2551915 3.0599955 8.4366058 10.2632238 11.1962791 9.2712116 9.4095197 10.4686063 10.9642412 10.6463151 10.8484830 10.0046326 NA 10.9596131 10.4286919 10.5735352 10.1958129 10.3361114 12.0745148 3.7704802 2.7704908 3.6880237 NA 13.8039034 5.0268222 2.4079237 11.5360889 11.3851903 2.7704908 8.7246769 6.6449493 10.9060472 9.3044590 11.1240929 9.7704804 8.8026792 11.4034757 NA 1.1855494 5.1241172 -0.3993496 9.6145759 15.5246720 8.5892403 NA 9.7246767 5.8859574 11.0078232 8.9337107 12.5716409 4.4079101 9.1063669 6.5074458 10.4897780 7.9269850 6.8389606 9.2605512 11.6442663 10.5253679 3.6005552 10.2253509 4.7474572 13.2085792 9.9247359 3.1855177 8.3654270 5.6005552 4.1855177 6.9404052 10.4421198 NA 6.6773715 9.4207344 9.0904033 10.9586571 3.7704802 10.4809043 11.8188159 9.1779843 8.6062079 3.1855177 9.8437294 9.4724608 NA 11.5648963 8.4239227 4.9224833 12.9135802 10.9614025 7.5720992 9.5342461 9.7272599 8.1589762 11.2531092 9.7452136 10.5201637 5.0924104 0.6005552 10.2253509 10.3344181 3.7140916 4.6449522 -0.3993496 9.0924086 3.9928772 8.1779840 7.0982479 2.1855177 -0.3993496 1.1855494 12.1808140 10.6367290 11.1206830 13.1575404 8.3044590 4.4145956 5.8876203 10.6753659 11.2918628 7.8905744 8.7528402 9.6201461 8.5194188 1.6005552 10.5430699 NA -0.3993496 10.2534004 6.8389606 9.7903799 8.7426624 10.8227466 9.8063487 11.3512624 5.8484827 8.0599868 8.7879075 10.4530850 -0.3993496 1.1855494 NA NA 5.6229245 13.4591193 10.6700052 5.3554427 11.5554788 1.9225023 8.8951763 8.8516116 10.1911425 9.4444766 6.7604272 11.6575318 9.3900892 9.8986180 9.7767286 3.9928772 9.5223964 10.2244370 3.9224833 9.6996797 11.8383629 2.0197e-03 2.9927e-03 6.1872e-03 -1.3952e-02 2.7137e-03 -1.0309e-03 -2.2627e-04 8.3855e-01 -1.6627e-02 5.3744e-02 5.3744e-02 5.3744e-02 5.1752e-02 2.0197e-03 2.0197e-03 2.0197e-03 -3.1081e-03 -2.2155e-03 6.1872e-03 6.1872e-03 6.1872e-03 1.4408e-02 -1.2987e-02 1.2455e-02 1.2455e-02 -1.0309e-03 -6.0711e-05 -1.2929e+00 -5.7089e-04 -7.5325e-03 -4.0768e-03 -7.6706e-03 2.4361e-03 -3.1081e-03 -9.1891e-03 3.2691e-03 -1.6627e-02 5.3744e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.942 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.930 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.942 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.930 0.000 0.000 10.2216915 11.1845783 9.2115803 5.7903811 8.7142977 4.1241213 3.6005552 10.7038433 10.1384726 NA 7.7553737 6.9581072 9.5503822 7.2587667 4.6880181 5.0268222 7.1083499 8.6145759 5.6229245 9.0078231 6.9224833 11.5605574 0.6005552 8.7953124 8.7221668 9.9592066 9.7246767 6.0762897 8.6422146 -0.3993496 12.7365837 3.8484877 8.2694404 8.7090800 NA 9.6145759 8.8532210 9.4786064 10.3736946 -0.3993496 10.9009080 9.1358309 10.1826974 10.5283334 5.2729824 10.0712143 9.7767286 8.5518401 6.6005552 8.4523047 6.6773715 12.3384365 12.1848133 9.2835500 14.2211762 12.9572825 6.8100086 7.2516074 9.4223295 3.1855177 11.3335708 10.7971575 13.7605056 6.6880181 14.5013751 7.3753427 3.6880237 5.4079101 2.1855177 11.7188477 7.1627981 12.2299120 10.6827044 10.0046326 10.1455199 8.3079144 4.9250072 7.2371803 8.4923391 11.0944109 11.1240929 9.1704111 12.7442575 10.0351837 NA 11.4866330 9.6906678 9.2335507 9.0226203 6.8389606 8.7401069 10.4507423 12.6471679 5.7503037 10.5393999 6.9581072 9.5014222 7.7298382 14.2882307 10.3520995 13.2614427 9.9202275 1.6005552 0.6005552 10.1113196 12.2330963 11.7219432 7.5194185 9.9690620 12.2621109 11.3541900 9.4239227 10.8573538 7.0924083 5.5074458 7.8389600 5.0268222 8.7090800 12.9540331 4.3554462 5.5312941 11.9853257 8.5223964 10.9690619 10.6793734 3.0599955 12.8529252 9.3871191 8.4709203 7.7183541 7.7142977 6.8673418 9.2817937 8.1900943 9.5119475 4.8859599 6.9224833 8.6312225 5.3554427 11.5703017 10.1599325 4.5547546 11.0199890 2.6005552 10.4793728 0.6005552 13.5695462 6.4460461 4.3009949 9.7246767 10.5127187 11.6294975 3.4079101 12.3350534 5.8100086 10.4421198 11.1512205 9.5963226 12.9135802 9.7579023 5.3284775 10.5201637 11.3575286 9.6354232 8.9992991 10.8323766 10.9224835 0.6005552 -0.3993496 3.3010023 9.0661218 11.9377313 8.8269676 0.6005552 8.8951763 7.0351840 10.0813456 TCGA-5P-A9K9 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3 3 4 2 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7296725 10.7259020 4.9553547 NA 11.5496807 7.7662029 12.4571933 6.7846257 4.3074722 7.2354638 7.4426218 6.8062132 10.1252811 8.5143235 11.7816776 8.9793083 9.2721224 9.2875524 2.4699381 10.5408552 7.5992121 7.1536260 13.0910718 NA 3.3179263 NA NA 9.5867931 9.7216483 10.5429997 3.6074368 9.0275845 9.5488807 9.5110408 10.0985571 10.5165076 7.9489010 8.5295442 4.3574535 10.2558721 7.8168864 9.3756170 7.7846257 9.7737101 8.5867929 2.9553500 9.8596682 8.2977481 9.7207014 10.2675908 8.1814241 10.0420610 10.1524463 8.8062126 8.9456627 6.3864057 0.7329204 10.4165432 10.3078725 1.1480230 6.1021983 10.1021975 1.4699381 10.4194642 6.3179263 5.4517815 9.4298965 10.1599272 11.6859475 7.9840515 14.6177701 9.1772885 8.7718826 4.9293602 10.5515458 7.6156068 7.3525723 0.7329204 9.5700659 10.1437683 8.7700530 9.2875524 9.9178390 8.6398544 9.3341155 5.9424160 13.0772596 10.6135676 -0.8520421 11.8263812 8.4567499 6.7102430 NA 7.6518267 10.7714254 8.4030299 10.2727687 8.8995451 9.8793203 11.3914727 8.8133371 10.7357365 0.7329204 9.2643450 2.9553500 NA 10.0121873 5.5403187 8.9729600 9.6607417 11.0864781 10.0344599 11.0469804 8.3204287 12.9107569 9.6686198 9.5563309 13.1342876 4.6398515 11.1369876 10.5467449 11.4803175 10.5322453 10.0941764 -0.8520421 0.1479579 0.7329204 NA 8.9617825 14.7455591 5.8062132 10.4472092 9.9028886 10.1338431 3.6074368 7.5011477 9.2837105 10.5241266 10.8588076 12.1137836 6.8691003 7.0905158 10.5888703 3.5403125 3.5403125 6.3768200 0.1479579 9.8292396 14.4384881 9.9729598 10.3881962 9.0245180 6.1137859 9.3525723 7.8860934 11.0684247 6.9095523 7.9649848 6.4241260 9.3738231 10.6483451 8.8553603 10.3774208 10.8882036 10.6656705 10.6002424 10.1309947 4.6936598 12.0772596 9.0742972 9.7855318 9.3899843 8.4789180 NA 8.5721674 10.4972824 5.6285899 8.5382991 10.5690140 7.6196764 11.0210607 9.3935539 9.8283607 11.1923953 10.9354957 8.7337336 3.1480067 6.1137859 10.4030297 -0.8520421 12.5021128 9.3427581 6.4517815 12.5839318 10.7932092 9.5826294 10.8970325 9.8877817 8.7608696 10.3768379 9.2234802 10.1238492 8.5467448 1.9553500 10.4171278 1.9553500 5.5125746 9.8044260 2.1479904 10.0956381 5.4147884 8.6298007 6.6398544 3.6715651 NA -0.8520421 11.9070571 11.0420610 11.2043002 11.6980264 9.0890487 8.6438562 5.9540683 9.0831663 10.5110408 10.5077507 9.4540628 10.0698420 10.3334961 8.0608904 10.1564297 -0.8520421 NA 9.5175985 7.5700659 9.5753140 8.6871601 9.3464461 10.2294846 11.4719003 0.1479579 7.7627109 10.9170125 10.5126830 1.1480230 2.6074368 2.3179118 -0.8520421 5.5573917 13.7689655 9.8449687 7.8062126 10.9997502 NA 9.0578943 9.3803981 10.0375051 8.7773579 7.5658538 10.9387569 9.7544064 10.9124581 10.6227261 5.2977490 9.1108972 9.8961940 3.4699250 6.9944949 10.3446033 0.432460 0.345340 0.971110 0.206560 0.341930 0.504300 0.249810 0.801580 -0.513210 0.000000 0.000000 0.000000 0.000000 -0.458310 0.438340 0.432460 -0.040209 -0.416080 -0.416080 -0.416080 -0.416080 -0.426040 0.821180 -0.073209 -0.414540 0.085076 -0.431160 -0.431160 0.249810 -0.441340 -0.441340 -0.446310 -0.086916 -0.422870 -0.067592 -0.423090 -0.513210 0.000000 0.250 0.250 -0.441 -0.441 0.808 0.808 0.000 -0.423 -0.442 0.177 0.000 -0.036 0.802 -0.423 -0.423 0.000 0.000 -0.018 -0.018 0.217 0.217 -0.445 0.253 0.345 0.345 -0.416 -0.416 -0.426 -0.426 0.821 0.821 0.000 0.000 0.342 0.342 0.490 0.490 -0.431 -0.111 0.000 0.000 0.250 0.250 -0.441 -0.441 0.808 0.808 0.000 -0.423 -0.442 0.177 0.000 -0.036 0.802 -0.423 -0.423 0.000 0.000 -0.018 -0.018 0.217 0.217 -0.445 0.253 0.345 0.345 -0.416 -0.416 -0.426 -0.426 0.821 0.821 0.000 0.000 0.342 0.342 0.490 0.490 -0.431 -0.111 0.000 0.000 3.4699250 11.3911752 11.3650501 8.3179263 9.5165077 5.2140898 5.7178573 9.1395230 9.8304515 0.1479579 9.1381051 NA 8.5700659 15.6839903 5.1923954 6.7102430 6.4147884 4.9028888 6.2772837 7.5658538 5.9808913 10.8115593 5.1703698 9.7432586 9.9745894 9.9887791 6.2669420 6.1366856 10.5121358 6.5742665 11.3316210 2.3179118 7.0059827 7.6715630 0.7329204 10.4351363 9.4136163 10.4489256 9.8440994 4.1923915 9.9137016 9.1745245 8.1978497 10.8856711 6.1923954 11.0059822 9.6358413 8.3154195 6.0428194 9.7197538 5.3768182 14.0581286 11.8164430 9.4945148 13.7403414 13.1584419 7.2248169 10.5779309 10.9103832 6.8894687 11.0336975 11.8285805 4.6715651 7.9585730 13.5536080 6.3279101 9.9020535 2.8484377 4.1021962 10.6533165 7.5616293 13.4367952 9.8844032 13.1342876 9.5175985 8.9277205 5.4614271 8.2565257 11.8605282 11.0992859 12.1137836 11.4273215 13.7088116 8.3476736 0.1479579 11.1299251 10.7254300 10.6745004 9.3427581 8.8553603 8.6793826 10.4200477 12.4289169 8.0488677 11.6528202 7.4426218 8.3229268 5.0787379 14.1863372 11.2522723 12.6758447 9.0548919 NA NA 10.6222141 12.9738543 11.9097456 7.9359034 10.8423591 11.1395230 11.8399627 9.2721224 10.5408552 5.0306451 8.9078893 10.6338305 6.4241260 9.5186886 10.6422567 7.8168864 5.7773566 11.9881831 9.3204287 10.8532015 9.1152273 2.1479904 13.4660496 8.4248931 8.0608904 7.7930830 7.5488805 8.0028696 9.4676732 8.4124437 8.6676374 5.4334035 10.7446569 9.3328764 8.1648094 10.8155563 10.1065539 8.4171280 10.5311654 3.3179263 9.4368673 1.7329638 11.7628283 8.1423547 5.4699283 9.0245180 9.2544332 12.1245653 4.4699315 8.8759216 3.6074368 10.4972824 10.2473490 10.2208037 12.5839318 10.6292961 7.9903513 10.1238492 10.1571300 9.8742194 5.3378252 9.3091330 10.3875997 0.7329204 NA 0.1479579 9.1252812 10.5784171 8.5805431 -0.8520421 9.0578943 7.1366856 9.7441909 TCGA-5P-A9K3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 2 4 2 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.9136519 10.4437894 5.7592064 NA 4.7439404 8.6635844 12.5325370 NA 2.5733988 7.4514460 5.5292025 7.3030930 9.2554405 8.3056952 11.6610265 12.2797945 10.1318657 9.0765719 1.1893502 10.1252529 8.1377187 4.3988018 11.5864911 NA 2.5112909 NA NA 8.8776016 10.3853386 7.3939224 2.7743127 9.1391778 9.9926751 10.0047345 9.9525636 10.5735954 4.7743127 7.2391994 2.8897850 9.7743138 8.6281429 9.2473430 3.1893502 11.2624887 7.2873836 2.3592681 10.7094788 8.6569568 10.1837047 10.5084589 7.6114159 11.2385191 11.1159253 9.9930626 8.5752136 3.5816646 1.5112656 10.1252529 6.2873836 0.1894134 6.1666311 10.5430494 0.7743338 9.2310104 1.1893502 0.1894134 8.1192311 7.9837672 11.8091127 8.0158995 15.2480618 7.4467393 11.4974058 3.8332038 9.4157635 7.5157810 2.8897850 3.5112783 9.5998026 9.1637659 9.8104873 9.5202682 9.3504831 9.0977438 10.2847482 6.0348408 13.6633106 11.2463276 NA 11.1612540 9.9730125 8.0689346 0.1894134 3.7743127 11.8273346 8.8475626 10.6291821 9.0031325 10.9057421 10.3933110 7.6072038 10.2349607 -0.8107131 8.3592761 1.9967141 -0.8107131 9.7089875 4.3186350 7.5202682 9.2446338 11.7248697 9.1837046 10.9265986 6.8187074 12.5615702 10.2131056 10.3655244 12.7614593 1.5112656 9.8757555 9.7724340 11.3352834 7.0222413 9.7138930 NA 0.7743338 3.4372810 0.1894134 5.8897899 14.6979198 7.7089873 9.1751932 11.1889990 9.8573498 2.7743127 8.2715004 7.6691317 10.9882280 10.2412399 12.2990872 6.1200885 12.2241502 10.8063595 2.5112909 0.1894134 9.1082145 NA 8.7187818 14.3863759 9.7677240 9.3429034 7.1318662 6.0473312 9.7391359 7.6114159 10.7861513 7.8259757 9.7563567 3.4372810 8.7431150 11.4759090 7.4839721 10.6681209 11.6224150 11.2490337 10.5907641 10.3729866 5.4212435 13.2619026 9.2661669 8.3416362 8.1723450 9.0719943 2.6487875 5.9967051 10.0939858 0.1894134 9.0258751 10.4793701 8.2978755 10.4187710 8.8187077 9.6177114 11.8893574 11.0731401 8.8226916 3.4372810 4.5112783 10.4473283 NA 12.4851202 6.6322944 4.9707110 12.7515937 9.7855411 11.3260220 10.9857965 9.9950951 8.6198036 10.8132739 10.2601431 8.6405624 7.5157810 -0.8107131 8.6260627 3.7743127 2.5112909 6.8758513 3.5112783 9.8304998 11.1475415 6.9240607 7.4476346 3.1893502 NA -0.8107131 11.6124671 10.6369511 11.4637294 11.6203264 11.0677854 7.5556735 6.1782625 7.2061597 10.9463245 10.6441646 9.0947383 9.4631469 8.4608142 3.5816646 9.3199218 NA NA 9.4289497 8.1666311 10.1723449 8.3567693 9.7648905 8.1921660 9.8915240 0.1894134 9.9087401 10.9031673 10.4187710 NA 3.6977849 -0.8107131 3.1893502 4.7743127 11.6978889 8.9674283 5.9575362 10.8506840 NA 9.2213969 9.3613786 11.3205652 8.3816442 6.3988052 11.5311480 9.5325369 11.1402716 9.2730167 2.5112909 8.1200885 9.3567693 3.9785617 6.5821841 11.2644961 0.09318500 0.03073200 0.09899700 0.68533000 0.03143600 0.02202400 -0.01835400 0.60846000 -0.05603800 -0.15613000 -0.15613000 -0.15613000 -0.15106000 -0.69432000 -0.69432000 0.09318500 0.03073200 0.03242200 -0.71822000 0.09899700 0.09899700 -0.67893000 0.01389900 0.01712400 0.01712400 -0.71090000 0.01558700 0.01558700 -0.00735500 -0.04780100 -0.04780100 0.00066756 0.00066756 -0.12493000 -0.00207840 -0.68214000 -0.05603800 -0.15613000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.000 0.000 0.000 -0.120 0.608 -0.682 -0.682 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 -0.630 0.000 0.000 0.000 -0.675 -0.675 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 -0.156 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.000 0.000 0.000 -0.120 0.608 -0.682 -0.682 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 -0.630 0.000 0.000 0.000 -0.675 -0.675 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 -0.156 -0.156 2.8897850 11.7352810 11.8597862 13.6444216 9.1651992 -0.8107131 2.8897850 9.7255985 10.2704485 0.1894134 6.2978755 7.7929777 9.2158746 16.1492740 4.9442400 7.0719943 7.8511294 3.8897948 6.2227737 8.4631467 4.6812019 10.2913269 5.0962408 10.6911884 10.2973071 10.0535374 6.7667807 3.7743127 10.9878231 6.5556735 12.1204507 2.3592681 7.0658685 8.7929777 9.0947383 10.4235700 9.0488860 9.8323055 10.4508585 NA 8.2978755 9.2364752 6.4372793 10.0658682 5.8040613 10.3920873 9.2391999 7.7629985 4.9172694 9.8049809 4.3186350 13.7616962 12.3992615 8.8132329 13.6748032 13.5851531 5.4372777 8.2089420 9.4325252 7.1022403 10.3908626 13.2986106 4.0962450 6.9707110 12.9333441 4.5816706 9.8040611 2.1893502 NA 11.4363887 7.4514460 11.4836848 9.4897039 12.7614593 9.3327346 7.8688312 1.3202536 6.3492219 11.2429378 11.3542582 12.2990872 10.0924799 14.9834625 10.0887082 1.5112656 11.0519886 9.5848855 9.8661898 8.4931321 7.4839721 7.8003758 10.3914751 12.4743199 8.3567693 11.3680130 0.1894134 7.6971462 8.3567693 14.4990720 11.6857057 12.1001813 5.9575362 0.1894134 2.1893502 10.4532072 13.0125194 11.0942831 7.3441689 10.2854075 10.8705897 11.6544074 10.1318657 10.1252529 3.9442400 8.2581297 10.9303968 3.3592822 9.0658682 11.0528484 8.6281429 6.0095308 11.0936096 9.3975857 11.2628234 9.2337455 2.3592681 14.2820258 7.9841570 8.3441694 7.6769098 7.3441689 8.0285548 10.5095877 11.1161995 9.0045264 3.4372810 11.2824386 7.4467393 4.2768167 12.0330761 10.4378719 9.7050510 11.4578933 1.9967141 9.4443799 2.1893502 11.7380576 7.9475744 7.2926391 7.1318662 9.6247090 12.3550434 2.7743127 9.2019759 0.7743338 10.0939858 10.5879239 10.3926993 12.7515937 11.9841732 6.3988052 8.6405624 10.7920501 9.4431986 6.1780354 9.7658356 10.1223041 1.1893502 0.1894134 NA 8.9542228 11.1975768 8.7265697 3.7743127 9.2213969 9.1709185 9.6374675 TCGA-5P-A9JU NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 4 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.4812925 9.0964695 5.8963300 -0.3032939 11.7050862 8.2281169 13.7249522 -1.3032939 4.4926351 9.5777715 5.3831582 8.1925128 10.9308763 8.1622241 11.7516010 11.2056903 10.5279649 8.7814659 0.2816686 11.2981963 8.2703047 5.5040133 9.2290134 NA 6.2665130 -1.3032939 0.2816686 10.3454646 10.6058006 8.3637690 3.3970910 8.3566536 9.4322137 10.0825200 9.2965705 9.5739418 6.3831582 7.4648422 5.0889769 9.0771188 8.8628208 7.6362367 6.3332824 9.3787743 8.2853722 2.3970910 10.4267032 7.1145097 10.0662550 10.1359691 7.1145097 9.6020446 11.6198346 10.2850630 7.9206595 2.6966616 2.1561053 9.9188488 8.4091847 1.6966616 6.1560891 10.3002839 3.7841166 10.6892419 7.2241348 3.6035492 9.9350445 11.1033941 10.9439918 7.1478684 16.4248837 8.2797406 11.5182323 3.9061113 9.9952930 8.0072706 0.6966171 4.0913783 9.2143269 10.1066159 8.9012286 10.0055655 9.6853422 9.6442945 9.3892732 5.9350613 14.8312845 11.6399050 NA 11.2724332 10.1545155 7.2778583 NA 3.6035492 12.6100145 8.7880928 9.1250177 8.3761375 7.7410516 10.8581044 8.5088351 11.6493006 -1.3032939 8.7022821 NA NA 8.8827717 4.5040101 7.3296528 10.7407101 10.3067596 8.0716973 10.3251031 7.4780172 11.0435951 9.4747347 10.7022821 13.5569202 -1.3032939 10.3396750 10.2998202 10.4776074 10.6595537 10.3090654 0.2816686 2.0185986 1.8665915 -0.3032939 7.7245636 13.6092195 11.0921917 12.2106319 11.0484250 11.5413634 3.7410570 7.5452804 4.0889726 10.2740864 10.2522054 12.2153538 6.7788065 7.3726144 10.3966638 0.6966171 4.0889726 4.3405124 NA 10.6504903 13.7306827 10.6714307 10.0230870 7.7627468 6.5793009 9.7593784 8.3296528 11.2075577 12.9169603 9.0900481 5.7190246 8.3756624 9.7169431 7.9889794 12.2776227 12.3505103 12.9381195 8.2004833 8.9374489 2.5416387 13.1537819 8.3918858 9.9024508 8.9374489 6.0803613 2.9445774 6.9206589 9.6931311 -1.3032939 10.4392281 11.0809017 8.5200250 9.9344650 6.2740864 10.1213488 11.5120409 10.5666369 8.6142685 3.7841166 8.2044523 10.2044523 NA 11.7336897 7.7465063 6.1060488 12.6102950 11.2589001 10.2343613 9.2891147 10.7127694 8.9254764 11.1178151 9.0564071 9.8381261 8.2162938 3.6035492 10.3818444 4.0889726 1.8292407 7.7999453 4.6035492 10.6229536 0.2816686 7.3150427 5.9989762 4.1885117 NA -1.3032939 11.4584166 9.8413159 10.9263777 11.6685603 10.3187094 9.1427070 6.2646903 7.6910113 11.0722401 10.9608069 7.7841205 9.8975563 10.3668712 2.1561053 9.2123575 -1.3032939 -1.3032939 10.1145102 7.8590489 9.4220240 8.7036849 9.6325592 10.0281344 9.8987814 1.6966616 10.5220140 12.0394268 10.1844976 NA 2.6966616 NA 2.6966616 6.0542103 12.4845602 10.0536597 6.7788065 9.5854009 0.2816686 9.3012108 9.2440053 10.6155209 9.6435638 7.0095409 11.1364885 9.8259406 10.7207584 8.8103997 2.9445774 8.9727820 9.0353941 3.6415113 7.6911244 11.8275499 0.00583090 -0.00512270 -0.00857660 -0.00148010 0.73454000 0.73929000 -0.79193000 0.05793900 0.02721600 -0.08996400 -0.08996400 -0.08996400 -0.08996400 0.00583090 0.00583090 0.00583090 -0.00512270 -0.00676910 0.00249690 -0.00857660 -0.00857660 0.00069327 0.00458000 -0.80418000 -0.80418000 0.00000000 -0.02972100 -0.02972100 -0.79043000 -0.00013862 -0.00013862 0.00249690 0.00249690 0.01698500 -0.80650000 0.01586600 -1.00280000 -0.08996400 -0.792 -0.792 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.804 -0.804 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 -0.792 -0.792 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.804 -0.804 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 8.8901831 11.7734732 9.5311286 14.9558676 9.5358615 -1.3032939 3.5546380 9.9236718 9.9554533 -1.3032939 6.0716962 4.6273967 8.8400408 15.2355740 3.8665816 6.6853417 7.1145097 3.7841166 6.0275743 8.4747345 8.9692875 10.6864069 -0.3032939 9.7526178 10.7001755 9.8508429 6.2891152 3.9445867 10.2617596 5.9254773 12.1764290 4.9445867 7.4109033 8.7841205 10.0464917 10.4300966 9.2064327 9.8038747 9.4245780 0.2816686 9.9091540 9.1885107 10.4902609 10.2769162 5.8864819 9.5922330 10.4048793 7.4648422 3.2816241 9.4169018 5.5421466 13.4742212 12.2612835 9.0129390 12.6220266 12.6397218 5.8051815 8.7667787 9.3350935 7.3548691 9.6125370 10.2531637 1.0185630 3.2816241 12.8761002 4.2512495 9.2319330 NA 0.2816686 10.9073290 7.6095467 12.0769834 9.6667635 13.5569202 8.3566536 8.3332824 6.3805650 6.9587522 11.1601820 16.1303408 12.2153538 10.5620042 13.1390828 10.1499282 -0.3032939 12.5979016 6.4910738 10.8162472 8.3814062 7.9889794 7.7383166 10.0129392 12.2686472 7.6767970 11.4675279 6.1560891 8.8207789 8.7907352 13.5410275 11.3743772 12.3729453 6.7999460 -1.3032939 -1.3032939 9.4423319 12.3854543 11.2318941 6.8815325 9.4861912 11.3884011 12.4223434 10.5279649 11.2981963 5.4381232 10.2517260 9.8926450 3.8665816 8.9085460 11.3638911 8.8628208 6.8514755 12.1698357 10.2182581 11.0309309 9.8342892 1.5040101 13.3207105 6.9307090 7.5762409 7.5621127 6.8207789 8.2909823 9.8227168 9.8406593 9.0835979 3.0185808 11.3019056 9.1683329 8.7774753 11.0741393 10.1055181 10.7694601 10.5338913 0.6966171 10.1713776 7.4040167 12.6792885 8.4747345 5.7841192 7.7627468 9.1941903 12.4297789 -0.3032939 8.4796558 1.0185630 9.6931311 11.0467680 10.0884382 12.6102950 12.0913882 8.6782248 9.8381261 11.5238018 10.2004137 7.0004384 9.8432262 9.8246519 NA NA -0.3032939 8.4664954 11.3087636 8.6609985 3.0889726 9.3012108 8.1540383 11.0596972 TCGA-T7-A92I NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 1 4 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.6856456 10.5810665 8.0385761 NA 7.0104005 10.0964058 13.2524585 NA 3.5416635 9.7330696 6.7666508 7.1627387 10.0434915 7.2418507 11.1986195 7.5807847 10.7203361 8.1777200 10.2546238 11.0601608 8.4936742 4.9453549 10.9257463 NA 2.6511780 -1.7413002 NA 10.2984612 10.3426684 7.9295129 3.3463187 7.1012067 9.5349810 11.1353736 9.4858708 10.2468312 7.2217524 3.8438231 4.1657512 10.3363400 2.4287856 13.6795077 -0.7410590 9.9009083 8.3764996 1.5807726 10.9666471 8.4073332 10.1754826 11.1025814 8.5773994 1.7183068 11.1734922 9.7058210 8.5557728 6.0336432 2.9027103 10.1487408 8.0662114 2.9027103 6.0402174 10.6768594 3.9027103 9.2368521 3.9312859 5.1777185 10.9065287 11.5669112 10.3539240 7.4312845 14.1368357 8.0901638 2.6511780 4.6682496 10.4792350 7.5396272 3.3032547 1.8911081 3.6511780 10.3363166 8.5442589 9.5203639 9.0678207 8.5964786 10.1766017 6.5807847 12.9423448 10.2035687 NA 11.9010212 9.6927550 10.8758649 NA 6.1230433 11.8562109 8.7131559 10.6199780 9.4250197 4.4876728 11.5950842 9.5908931 10.4380317 -1.7413002 8.5603527 2.7824086 NA 8.6682475 2.6511780 8.6608028 10.3706444 9.8134455 8.5008399 9.5285678 7.9009085 11.4088990 9.2289625 10.2977756 12.1342220 3.0137481 11.2943912 10.9319449 10.2350627 8.3855613 9.9657843 -1.7413002 2.1657512 2.6511780 -0.1561769 -0.1561769 12.5955027 9.3823314 13.1642436 9.7601963 10.1877451 3.1657512 7.9575612 5.5987076 11.8473370 10.5141804 11.7017159 7.7527118 11.3141391 10.8372294 2.9592879 -0.7410590 1.4287856 1.2588807 9.9657843 12.3911957 8.6903542 11.4095559 10.2994889 6.7182876 10.6945269 7.4780253 10.1350129 9.9009083 9.2846883 3.2588505 9.8996483 10.7659080 9.4130418 11.8214568 10.3205653 10.2174093 11.1462677 9.1662206 7.3877528 12.4843654 8.9479811 9.8818237 8.4695279 10.2946867 NA 7.1137255 11.2052147 2.2732175 6.1657472 10.4465180 9.0949069 11.3182011 10.3376746 10.1769745 10.6114519 10.1877451 9.0422561 5.0270390 5.7980142 10.4683100 -1.7413002 11.8139251 5.7345904 6.9348137 11.0506300 9.7157244 10.0311712 10.5742893 10.6360672 8.7557105 10.9213070 8.9197438 10.8854783 9.6169584 -0.1561769 9.7537122 6.1895933 -0.1561769 5.0270390 1.2588807 11.4778738 1.4287856 6.2361367 9.8482503 3.4683096 -0.7410590 NA 11.8970663 10.4771171 10.6584016 11.6897012 9.0311713 10.3332992 7.2715648 7.5067844 10.1222687 10.9963152 10.1296067 10.3559012 12.5703212 5.7100680 8.2318365 NA NA 10.5073772 8.2977756 9.1829269 7.6934849 9.5858478 12.3742255 12.2577115 1.9592879 11.1890396 10.9033889 9.2553301 0.2588204 0.2588204 0.2588204 -1.7413002 7.9540852 15.7023830 8.3529342 8.9285832 12.2458541 NA 9.5144754 9.1969072 9.8977450 9.2546238 7.5115218 11.5061908 10.9411929 11.0680219 8.8261474 6.2304009 9.8028551 8.5500272 5.0881967 8.0359642 9.7401516 0.00152550 -0.00336960 0.01042400 0.00235810 -0.00470790 -0.00470790 0.00416320 0.13554000 0.01636400 -0.03504000 -0.03504000 -0.03504000 -0.03504000 -0.63840000 -0.64099000 0.00028350 -0.00336960 0.00000000 0.00000000 0.00000000 -0.00222430 -0.00638560 -0.00318590 -0.00110870 0.00249690 -0.00484610 0.00777830 0.00777830 0.00416320 0.00208050 0.00208050 -0.00055444 -0.00360110 0.00194180 0.00638710 0.00374650 0.01636400 -0.03504000 0.000 0.000 0.000 0.000 -0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.136 0.136 0.000 0.000 0.000 0.000 -0.622 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.641 0.000 0.000 0.000 0.000 0.000 0.000 0.136 0.136 0.000 0.000 0.000 0.000 -0.622 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.0854055 12.4276854 9.8466342 12.4301116 9.5897736 NA -0.1561769 9.9769613 10.2221140 -1.7413002 8.1307621 6.7345904 9.7012819 15.8696941 7.1384397 7.0369341 7.6120037 6.8809083 6.3984085 9.0195766 5.9935657 8.2714812 1.8438231 10.1502606 9.7789842 11.8388796 7.6382353 8.7366150 11.8015258 6.6251784 11.9610217 3.7182849 6.7941325 8.0170801 9.8564437 10.7213589 9.584724 10.855046 9.241850 NA 8.497261 9.244698 7.478025 11.053679 4.487673 10.503815 9.386851 6.598706 3.750714 9.951036 7.738637 14.460349 10.848040 9.523886 14.027532 12.188670 6.941852 8.475603 9.819189 7.356889 10.295374 9.316172 4.408603 7.642561 12.247630 6.085406 10.790482 2.066227 -0.741059 10.587532 9.002008 12.793403 9.216684 12.134222 9.281918 9.582474 4.889089 5.356890 7.819189 12.627227 11.701716 11.399367 12.318539 10.884109 -1.741300 10.884337 8.599820 13.452805 9.811045 9.413042 8.177720 10.038166 13.488427 9.488877 11.586547 -1.741300 6.428782 7.849444 12.070788 12.297261 12.935750 4.931281 1.843823 -1.741300 10.823244 12.150356 11.516981 6.324946 11.715339 11.2721793 13.0653056 10.7203361 11.0601608 5.7018013 10.4047888 8.7537122 5.4086032 9.6913986 13.1093038 2.4287856 1.5807726 12.6365207 9.3168483 10.8026135 10.3413383 2.3463329 14.6034820 6.0147458 6.4731765 7.3869282 7.6703673 9.6355248 10.0581383 12.3074287 8.9499720 4.9312812 12.8159613 10.1257491 9.7269715 10.5247646 10.0170798 9.9361359 12.1588743 1.0661925 9.6861694 4.6164106 12.7392139 9.1999042 8.5008399 10.2994889 9.8068837 12.7134772 3.3881344 9.7507097 2.3463329 11.2052147 11.0099823 10.5637783 11.0506300 11.8369934 9.4003253 10.8854783 9.5494516 10.9470414 6.0137436 10.0508335 9.4474455 0.5808208 2.5807967 NA 9.8306093 11.7917616 10.0949070 0.5808208 9.5144754 8.9125975 10.5436808 TCGA-IA-A83V NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 4 6 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.0728468 9.8512523 8.4671466 0.5158134 11.7431770 10.4359318 12.6818680 NA 3.3807849 5.5602564 6.5158622 5.9752931 10.2471809 7.5045465 12.1756348 11.4517636 9.6541337 8.0077152 8.1524867 11.2403757 10.1909368 6.2573294 14.1978140 1.5158638 5.1882862 -0.4841866 4.9752954 10.7542666 10.5602560 8.2840463 5.1305726 7.4642288 9.7216551 8.8081836 11.9839768 9.9326595 9.6165242 5.3738431 3.7637940 9.1988565 7.1597180 12.0852428 10.3939127 11.0747608 9.6373954 5.9421274 11.7858651 8.2906488 10.9608767 9.5697878 6.8467791 6.3613525 11.4077633 9.1433957 8.0196875 8.9316036 4.1008263 9.6256926 7.4758639 3.4227578 8.9060307 10.3078387 5.6033237 9.8590475 8.0511371 4.3232187 8.7106188 11.5066749 10.7093872 9.1213413 15.6159903 7.8332747 10.4152188 4.3232187 10.5724996 6.8821845 8.4758639 3.5355678 8.7943112 10.2480293 8.3296430 10.1997337 9.3232167 9.2163016 9.4091635 6.3102783 13.6125770 11.8099082 NA 11.7922771 8.8636604 9.5711443 NA 8.6296040 11.9734992 8.6757334 9.0608264 7.6191496 10.0608263 10.6079583 7.7732500 8.6283796 2.1008095 8.2573289 0.5158134 NA 9.0374624 4.2707457 8.8332744 10.2564859 10.0895090 8.9936200 11.0516233 9.4377028 11.9352085 9.8656960 10.6119181 12.5458392 4.5158638 9.8857863 9.7434778 11.1392861 8.3519123 10.2815624 NA 2.1008095 -0.4841866 1.8377818 3.7637940 13.8463587 10.8623756 13.1923699 10.7861572 11.2425058 6.8287445 8.5900035 8.1083190 10.3511228 10.6782532 10.9299128 7.3923784 10.7488823 10.8144973 4.2707457 6.3102783 3.3232115 -0.4841866 9.1379136 12.8293118 9.2922949 11.0206809 8.9442221 5.6451454 8.3037643 7.4642288 10.8947961 8.8534839 8.8557119 7.8909014 9.4481504 10.3566398 6.9996776 10.8805437 12.2352507 11.9121991 9.4510268 9.6990381 2.7408197 13.1457876 9.5326701 8.4046051 9.0895090 7.3676113 NA 8.0819158 10.4235037 6.1239310 7.9529899 10.4852484 7.7007372 10.2715841 9.4391893 10.4458599 12.0545358 10.6920350 9.1150122 5.2437833 8.0781044 9.5953466 -0.4841866 10.3013143 6.8196426 5.0394236 12.8501352 11.5595727 9.6006702 10.9804076 9.2335382 9.1882872 11.3317455 9.5116289 9.7143068 7.8104823 1.1008431 10.7356354 5.3232151 5.2707494 7.4167283 2.6857832 9.9305471 4.7253158 9.6945268 5.8933331 4.7637887 NA 1.1008431 11.5006363 10.8794491 10.4634988 11.8802702 8.9525735 7.2712837 6.3468523 8.6348031 11.5513483 9.9504901 8.9038791 8.9608768 10.9033407 6.3862264 9.3021314 NA NA 10.2539542 6.7155337 9.2505715 7.6243861 10.3558530 12.7096952 12.9638491 1.5158638 9.4988554 12.2828048 10.8162144 -0.4841866 4.8734146 3.6033237 1.1008431 4.8734146 14.7705953 9.9650105 6.5926768 11.0733256 1.1008431 8.6059743 8.8169008 10.9788753 9.0569585 6.5270891 11.4892005 10.0675702 10.7785440 9.2437824 4.2707457 9.5017039 9.8545982 3.6033237 7.5736373 11.6835936 -0.00567570 0.00666530 0.00138680 0.00000000 0.47832000 -0.00699310 -0.01238400 0.44681000 -0.05411800 0.03947800 0.03947800 0.03947800 0.04220900 -0.00567570 -0.00567570 -0.00567570 0.00666530 0.00138680 0.00138680 0.00138680 0.00138680 0.00538890 0.00000000 0.00166420 0.00166420 -0.00277070 -0.00581400 -0.00581400 -0.00995650 -0.00221680 -0.00221680 0.00402430 0.00402430 -0.00456950 0.45037000 0.00097064 -0.05411800 0.03947800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.439 0.439 0.447 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.439 0.439 0.447 0.447 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.468 0.468 0.000 0.000 0.000 0.000 0.000 0.000 10.685161 11.696703 10.307839 12.459292 7.810482 NA 2.837782 9.863483 10.932137 NA 8.956731 8.510215 8.364485 16.516808 8.513041 8.985504 6.230107 7.303764 8.329643 6.386226 9.680769 9.994631 2.685783 10.451027 9.465689 9.944222 8.126887 13.530231 9.896323 7.705686 12.501698 5.348753 7.510215 9.569788 7.504547 10.138829 9.0914010 10.2823908 10.0951778 NA 9.7167605 8.6605201 8.6138940 9.3831407 2.5158638 10.6687804 9.0452925 6.9915955 5.3985043 8.8377900 7.5980108 13.2118513 11.2197654 9.0354980 12.5685997 12.7509786 5.8377894 9.2076054 10.2110902 10.1139144 10.4174830 11.8612671 6.2573294 8.7179858 13.5897524 3.2162996 8.5602560 4.1008263 -0.4841866 11.3058030 7.0704505 13.0325468 8.7350303 12.5458392 8.1561068 7.7253151 4.9769318 11.4892005 10.3969758 13.8237742 10.9299128 11.5482520 12.2784515 10.0236565 2.5158638 11.3812085 10.6125770 10.9804076 7.9081794 6.9996776 6.5926768 10.1820859 12.7362402 9.6668783 11.1139144 4.8377919 6.7253158 8.4700581 13.9126914 11.9510112 11.7356354 8.1524867 1.1008431 NA 8.3232169 12.7518761 9.5971989 6.5382293 10.2632157 11.983977 12.051380 9.654134 11.240376 6.504547 10.485248 8.007715 4.837792 9.188287 10.859275 7.159718 6.933714 12.074522 8.645145 11.190937 9.313523 1.100843 14.091224 7.986562 6.216302 7.496744 9.001691 8.535453 9.195342 9.322266 8.897405 8.621770 11.936875 8.339229 7.979386 11.602330 10.719822 9.760226 10.577233 3.422758 10.363702 5.744680 12.413876 8.078104 6.837789 8.944222 10.279149 12.482728 6.270749 9.392379 2.323226 10.423504 10.786741 10.103639 12.850135 10.841729 8.673209 9.714307 11.052109 10.284046 8.267406 10.479480 10.154298 1.515864 4.645143 NA 9.685787 12.128590 6.773250 1.837782 8.605974 9.156107 10.617838 TCGA-DV-A4VZ NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 1 1 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.69510107 9.92482171 8.18143008 3.05215502 12.51196267 10.18391385 10.94012901 NA 2.05032755 5.44446499 9.50438800 8.76467391 10.16132452 8.50129543 12.65843640 6.68877203 9.38306379 6.78685639 1.37406572 10.87790066 7.12896250 8.90233381 10.45598974 4.44446167 7.66685670 NA -0.94786238 10.65993954 10.93860558 9.24567225 3.51158189 8.15543454 8.66317167 11.89626413 8.25427090 10.18336071 9.16978999 3.63711172 7.27614861 9.46577473 7.04083108 9.84980837 4.66685883 10.43044168 11.46630353 NA 7.04083108 9.45622400 9.83514499 10.73952250 7.74214503 4.63711172 10.13149830 8.87392083 7.79023901 6.16067216 0.05213762 8.74214469 8.90076992 2.95902822 4.09654018 8.76982330 1.63710012 10.92904746 7.36048631 4.78006858 8.75777934 8.48050709 10.23081172 10.26585868 16.32306264 7.79361371 10.96128993 5.57570865 11.30185294 7.08557018 7.77324604 3.58820492 8.24936332 8.37407485 9.54700247 10.13960967 10.34101293 7.80703414 6.77324604 6.59130541 13.01495251 11.82528605 NA 12.34504361 10.13226490 12.22613624 NA 7.10742947 9.43152518 9.57178317 8.91633302 10.62295130 6.26160039 11.38474291 8.91012792 6.46026421 3.13961683 8.28336807 4.00634291 NA 10.09585771 6.09654018 7.45728812 9.99832203 9.76295336 8.37632729 9.09243659 10.37688996 11.65580332 9.47421172 9.65947721 13.54205752 4.00634291 10.98850874 10.54349898 9.72898541 9.71214280 9.69690443 -0.94786238 8.23949877 4.47840885 1.85949255 4.00634291 14.05412674 3.30007978 2.37406572 9.72810384 10.81950374 0.63710012 7.29055158 7.38306401 10.38306368 9.53495472 11.06372356 9.19169810 5.09654018 11.17756031 5.62200202 3.91012821 2.85949255 0.63710012 9.95074819 13.92847194 9.31306646 10.73689546 9.36389513 6.76639242 10.38362362 8.02081386 9.83143947 5.92251186 10.34963641 12.58096721 11.24082531 9.12762606 7.96203996 10.85102361 12.05969978 11.26403513 5.37407615 9.47384352 2.96288213 12.39574900 8.98878493 9.68332398 9.96802622 5.11823512 1.05213762 7.05777192 10.83473563 5.80261976 6.46577535 10.83637272 9.66224895 11.58498979 11.14457368 10.32360988 11.72589761 10.77623430 8.26908646 3.05215502 8.80201642 9.89135068 0.63710012 13.08496746 7.79023901 5.75258537 13.19632710 9.66593632 9.04932636 10.86070889 10.08212415 10.16263012 11.05744506 9.62010287 10.44016415 8.50129543 2.22206262 10.48625381 6.20189454 2.63710012 1.85949255 4.51157557 10.26828642 4.63711172 10.05566475 7.07689895 5.11823512 0.05213762 1.85949255 10.48573232 10.37294742 11.19807898 12.57313378 7.97398774 7.73053603 5.08601093 10.07520810 11.43287847 10.35135492 8.17885156 10.16132452 10.74824502 0.05213762 8.08005268 1.05213762 -0.94786238 10.05917409 8.57962368 9.75605037 8.49716165 10.69555212 12.43490595 12.75507705 2.75257734 10.79529827 11.29264011 9.55298872 2.51156924 0.63710012 0.05213762 NA 5.42718711 13.56433176 10.73426362 6.64460331 11.81099466 NA 6.53596273 7.74507595 9.63428886 9.59904138 7.62957592 11.44901918 8.69239163 10.84004939 9.67001831 6.19169884 10.78219238 9.85708447 4.33754698 8.26252618 10.70812471 0.00000000 0.00299400 -0.00110870 -0.00152430 0.00235810 -0.00332430 -0.00207840 0.00097064 -0.00567570 0.00972760 0.00972760 0.01000600 0.00761300 0.00000000 0.00000000 0.00000000 0.00299400 -0.00110870 -0.00110870 -0.00110870 -0.00110870 -0.00180140 -0.00152430 0.00221930 0.00221930 -0.00481510 0.00110930 0.00110930 -0.00207840 0.00235810 0.00235810 -0.00526100 -0.00526100 0.00194180 0.00083195 -0.00881210 -0.00567570 0.00972760 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.019778 11.986206 9.758643 9.678768 9.520771 4.222070 4.006343 9.853047 10.485884 NA 11.132298 9.557958 9.297699 9.551993 5.261599 5.391998 6.486776 8.754320 5.934790 7.922512 10.931730 10.059875 1.859493 8.583528 9.172813 10.227696 7.971010 3.959037 10.406396 10.253658 12.096013 2.374066 7.670532 8.077286 8.529905 10.109462 10.36446256 9.85223782 7.91012762 NA 11.50516021 9.06895504 6.57570865 9.91323381 2.22206262 9.93096407 8.82033120 6.52788044 7.06895558 9.44982154 7.36955983 12.39171854 11.15707315 9.74301789 13.95602870 13.15658180 7.36503021 7.74911454 10.29472550 4.51157557 10.32768938 8.67053233 9.62579412 5.91012821 14.15510675 8.75431966 8.15805522 8.65391772 2.63710012 9.69960525 7.31424153 12.78176761 10.53293708 13.54205752 8.16588883 7.10199562 7.66766580 14.76553337 11.06197549 15.75806268 11.06372356 10.82198471 13.40873638 9.80536356 0.05213762 9.97249967 9.39976818 10.00197362 8.75950608 7.96203996 8.29055158 10.43908712 13.45335972 7.16588883 11.08556985 4.05214632 6.17108871 6.35592718 14.38412115 10.67282486 13.04499670 6.43585191 1.63710012 NA 9.61915217 12.75377821 11.09441496 7.02369005 10.72986652 12.13579238 12.25120568 9.38306379 10.87790066 3.85950248 10.06616738 12.24366878 7.29532079 9.84493717 11.55778724 7.04083108 5.66685599 12.75604070 8.14490394 11.14754387 10.94734340 2.95902822 14.44402813 5.29455826 6.73864761 7.34115140 8.42065335 7.54400000 9.28456780 7.70319831 8.77230567 8.32361011 11.46127254 10.79487736 7.54400000 10.41628146 10.16458631 9.02656134 12.21642531 0.05213762 9.81203512 3.05215502 12.25513385 7.10199562 6.23205631 9.36389513 9.78868408 12.36389516 4.63711172 10.89449721 6.79361371 10.83473563 11.12394439 11.17335659 13.19632710 10.49612636 8.98583738 10.44016415 11.07624762 10.97919888 6.57570865 9.92943093 10.29174536 1.05213762 -0.94786238 -0.94786238 10.45941461 11.98220223 8.49923002 2.05213762 6.53596273 7.75258671 9.57472842 TCGA-V9-A7HT NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 4 6 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.67920227 10.26513211 9.10209749 5.69610513 11.18679184 8.98880652 13.47328561 1.23664568 0.85957206 5.12419991 7.00220856 6.81561257 10.71645364 7.62210455 12.04628079 11.64011160 10.46885443 8.70916103 6.02327088 10.82501330 10.28325183 6.12419784 14.09996921 1.23664568 4.77272497 NA 3.86894352 10.25570808 10.61040866 8.50533243 5.30706416 9.28652195 8.97814042 10.74723977 11.86966860 10.06829730 9.17213319 5.06449057 10.86821426 10.15434384 7.51837147 13.32420256 8.82463835 9.68458313 9.12175962 4.93711366 11.33786125 9.09216488 10.40910088 10.77931841 7.47316591 6.56579669 10.63712594 8.70753549 8.47507799 5.42253914 3.30706416 9.92036983 9.42353048 2.49970560 9.28978468 10.61985929 2.61518085 10.22819531 7.12906454 8.72370940 10.14352199 12.91033583 10.98083455 8.47698795 15.48189928 8.53862662 9.65957907 5.02326866 10.59642301 7.53679738 4.49970560 4.50720476 9.24005072 9.31988682 8.69117819 9.49876825 9.53404837 8.84548252 9.62469074 6.36595669 13.10016281 11.47531698 NA 11.69692451 10.09271922 7.64606471 NA 8.56938134 11.32387104 8.17684035 10.09091852 7.87184734 9.20361131 10.88197160 8.28978468 9.19383358 1.91475585 9.77428005 1.72211624 NA 9.93919248 3.37417703 7.86018936 10.06512730 10.34676513 8.64776061 10.81334671 9.44807500 12.42321234 9.10827066 10.11441765 13.42538588 2.23667629 11.69723375 11.01803315 10.42402548 10.87293554 10.45487338 1.49973110 3.08467660 2.37417703 1.23664568 7.69282261 13.74649789 10.91720878 13.16200532 9.92806795 10.91474531 4.61518674 7.90626710 7.23215803 11.03368639 11.71705972 11.69504925 9.11931649 11.22791179 10.94299672 4.89202666 3.86894352 6.27229759 -1.08528241 10.59290529 13.87809301 9.87474718 10.39805723 9.73731614 7.07461675 9.95229221 8.03627858 9.14310715 9.08592199 8.57295672 6.25459593 9.75303536 10.04852979 8.28978468 11.82126018 11.31855625 11.47698775 9.68127426 9.31094331 6.68319395 12.14371429 8.93849958 9.03757331 8.90909863 6.93711366 NA 7.26347391 10.39956825 2.08467660 8.76586952 10.94885647 8.36801617 11.34415208 10.02261624 10.23328808 11.65030135 10.46933422 9.06470828 4.58717294 8.90626710 9.97611657 -1.08528241 10.66083968 6.37417703 6.59422606 12.26015057 11.21652726 8.63755301 10.18328738 10.02848752 8.64096357 10.70730788 9.10580456 10.80880518 9.13995264 4.82163369 10.09029493 6.20014728 2.37417703 8.22989502 -0.08528241 10.66670778 2.91473672 9.69301957 6.09664348 5.92597332 NA 1.23664568 11.59312539 10.68788452 10.55724838 11.86930516 8.53129412 10.14765191 7.06113570 8.66796200 10.83286320 10.34467506 8.98620754 9.49970779 11.33812391 4.37417703 10.02326977 NA NA 10.16504378 8.00220800 9.45390417 9.11809337 9.81107777 12.65157002 9.87980806 3.49970560 10.19145137 13.75296440 10.12724171 NA 3.66962776 2.23667629 2.37417703 7.04402793 13.87325273 10.31828995 7.97814013 11.02913839 -1.08528241 9.04660237 9.68474845 9.89417053 9.19783370 7.77893132 11.48768234 10.83062469 10.26568454 9.68777738 6.10456940 9.18620835 9.67878762 5.17853140 6.77893132 11.18299490 -0.0099565 0.3738400 0.2750500 -0.0238950 0.7575700 0.3878300 -0.0173910 0.3309200 0.0000000 0.1699600 0.1810200 0.1810200 0.1810200 -0.0099565 -0.0099565 -0.0099565 0.3767700 0.2750500 0.2750500 0.2750500 0.2750500 -0.0350400 -0.0238950 -0.0388940 -0.0388940 0.3884900 -0.0082305 -0.0082305 -0.0173910 -0.0287390 -0.0287390 0.3976100 0.3840900 -0.0149160 0.3986100 -0.0844910 0.0000000 0.1699600 0.000 0.000 0.000 0.000 0.789 0.789 0.384 0.000 0.000 0.399 0.399 0.331 0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.406 0.406 0.000 0.190 0.380 0.380 0.275 0.275 0.000 0.000 0.000 0.000 0.000 0.000 0.744 0.744 0.388 0.388 0.000 0.000 0.181 0.181 0.000 0.000 0.000 0.000 0.789 0.789 0.384 0.000 0.000 0.399 0.399 0.331 0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.406 0.406 0.000 0.190 0.380 0.380 0.275 0.275 0.000 0.000 0.000 0.000 0.000 0.000 0.744 0.744 0.388 0.388 0.000 0.000 0.181 0.181 10.14536629 11.58518030 9.61431783 12.54421578 9.34205822 1.91475585 4.84548503 9.61951352 10.05767568 -0.08528241 8.32837334 5.30706416 8.90626710 16.02879263 7.98352380 9.45293431 6.55860133 8.15315020 7.81862691 8.07209240 12.06083661 10.00021780 3.49970560 9.18270248 10.07091052 10.00088155 5.91474628 8.77428005 10.21166153 7.15791885 11.74861184 6.42253914 7.80652900 8.09216462 7.78818911 9.80044163 9.555894 9.847698 9.374177 -1.085282 10.103952 8.202458 8.044028 10.759843 2.914737 10.244542 9.892741 7.686235 4.722100 9.257931 6.622105 13.588551 11.219382 9.783568 13.770636 12.461760 6.649455 9.616918 10.594665 11.103952 10.163266 10.147766 4.845485 4.084668 13.194574 5.064491 9.557700 2.615181 NA 10.717666 8.216241 12.395409 9.844743 13.425386 9.274495 8.986208 6.181906 9.272297 11.224790 12.866850 11.695049 12.049813 12.422292 10.209366 2.236676 11.016721 9.668798 10.653260 8.644366 8.289785 8.376225 9.698562 12.571617 10.486024 11.526224 6.615185 7.540454 7.594225 13.136896 11.171544 13.118934 8.448075 4.272299 NA 10.353017 12.308136 11.212198 6.702648 10.499238 11.49782809 12.22649363 10.46885443 10.82501330 6.40659789 10.09403241 10.40258533 5.27229572 9.70101495 10.50850056 7.51837147 6.66293749 12.46076314 9.02848738 11.11165474 10.18036036 1.23664568 13.24838988 6.68120748 7.49970799 7.74709733 8.70916103 8.46933412 9.67296855 9.05429662 8.76961374 9.69774359 11.19377544 10.55905228 9.06829730 10.63413419 10.11809337 10.80956308 10.70631522 2.49970560 10.48933881 3.86894352 12.35639271 8.67961697 7.13874690 9.73731614 9.93147003 12.55035009 4.40659789 9.65536936 2.37417703 10.39956825 10.99055869 10.95777258 12.26015057 10.79356259 8.24342013 10.80880518 10.28325183 10.21032481 8.13633240 10.07335499 9.87764135 1.23664568 -0.08528241 NA 9.22876194 11.64103161 9.04788760 NA 9.04660237 7.96459386 11.54978318 TCGA-5P-A9K6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 3 4 6 1 3 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.2738985 10.0266998 7.5875878 -1.2002495 12.4809240 9.3268400 13.7622201 -1.2002495 3.0246566 7.4650219 7.0333052 6.1395350 10.1294819 8.0404771 11.5549904 13.0822673 9.6677364 8.5327007 6.2508972 11.1297621 9.2875256 5.6823289 10.8808361 1.3846577 5.2426292 NA -1.2002495 10.7330074 10.1817691 8.0356998 5.1572378 8.4525304 9.3271626 9.6506536 10.4992580 9.6907097 7.9289684 5.5411524 9.3475441 9.4134750 3.7065748 10.7020606 6.9845609 10.6436066 9.2290923 3.6070462 10.4281311 7.9468905 10.0230840 10.3851176 7.3114386 5.1920047 11.3014755 9.1539350 8.5826839 6.4290418 4.7065748 9.3271626 7.8386045 4.6576686 7.7244982 10.3407822 0.3846025 10.4552162 8.5843203 5.1572378 9.6158692 11.0482061 10.4861861 8.0236873 15.6160068 8.4489418 10.7200384 4.6823261 9.8798368 8.0897042 4.4435403 4.7760513 8.9069026 10.3566609 8.8358590 9.4721108 9.2259504 9.5104920 9.0164314 6.0285051 13.4699545 12.0535330 NA 11.5244126 9.2918892 9.0792962 NA 7.6576664 12.6713021 8.3733328 8.9721130 7.8977178 9.6498725 10.4408342 8.1283604 10.4083054 NA 9.2519269 -1.2002495 -1.2002495 9.7661910 3.2591218 8.0943063 10.2508967 10.3094606 8.7869495 10.1627251 9.3977382 11.4582876 9.2374375 10.1544859 13.9918242 1.9696018 9.7226043 10.7054486 10.8580156 9.3600183 10.5369329 NA 2.7065748 2.9696018 1.1216123 5.7883699 13.5481405 9.8657747 12.7054486 10.2586048 10.8313867 5.3074795 8.4489418 5.0664724 10.3991335 11.4090952 11.2353037 7.3958751 9.2845083 11.0191566 4.4143927 5.1216123 5.1034683 0.7996676 9.5276060 13.2131813 10.4650215 11.0954545 8.8738270 4.6576686 9.6102571 7.6945035 10.7002014 12.1241474 8.8522536 5.9993574 9.8559235 11.5574922 7.6198649 11.8706450 11.5608212 12.6851913 9.1182284 9.4335890 7.4139909 12.9154608 9.1102982 9.2488341 9.4765241 9.2508967 NA 7.3504327 10.1806877 3.5395311 9.6732527 10.9347535 8.2975372 10.4203635 8.1681922 10.3163705 11.3094606 10.8464686 9.0824729 2.8871548 7.7125751 9.5529023 NA 9.8406601 8.2672909 5.5276052 12.6867157 11.2690730 9.3242274 10.3291161 9.5761187 9.1057472 11.0236149 9.3958753 10.4180710 7.4614639 2.8871548 10.4627989 5.4290435 3.5935809 7.9494328 2.6070343 10.6158692 2.1216123 8.0476131 5.5545735 3.7065748 NA 1.1216123 11.7326385 10.8698065 10.5949135 11.5375667 9.7690720 7.8548054 7.0923290 7.9366768 11.2547559 10.1763536 9.1833897 9.9671037 10.6827106 4.8657753 9.1823097 -1.2002495 -1.2002495 9.9857998 7.5678702 9.3855870 8.1102985 9.6997976 10.3207952 12.3164936 0.3846025 10.2995314 12.6600936 9.9121251 NA 2.8871548 1.9696018 0.7996676 5.1747260 13.3655017 9.9088632 5.4578963 10.3676417 -1.2002495 8.5360875 8.7423468 10.6349465 9.7618585 6.8331089 11.1125685 10.0230840 10.7458608 9.2736348 3.8440843 9.0781351 9.6876677 4.1940634 7.1285398 11.8294904 -0.00282340 0.01251600 0.00875280 0.00027728 1.20530000 -0.00788630 -0.01477800 0.56259000 -0.06383800 0.10672000 0.08717400 0.10512000 0.07402800 -0.02400200 -0.02400200 -0.00282340 0.01251600 0.00875280 0.00875280 0.00875280 0.00875280 0.01405100 0.00027728 0.01070300 0.01070300 -0.00788630 -0.00885260 -0.00885260 -0.01477800 -0.00981850 -0.00981850 0.00097811 0.00097811 -0.01037000 0.58166000 -0.00622860 -0.06383800 0.10672000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.561 0.561 0.563 0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.202 1.202 0.000 0.000 0.000 0.000 0.105 0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.561 0.561 0.563 0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.202 1.202 0.000 0.000 0.000 0.000 0.105 0.105 10.494479 12.038389 10.980838 14.290568 8.979595 NA 3.121612 9.478286 10.781135 NA 8.066472 7.597347 9.112569 15.161468 6.788370 7.567870 7.407016 6.436310 6.632575 7.626234 9.984561 9.862406 1.384658 10.017037 10.606235 9.516505 6.234314 11.778753 9.877836 8.101182 12.005015 4.949432 7.768352 8.532701 9.320304 9.740733 8.4363101 9.9334700 10.1400920 -1.2002495 8.9833209 8.4809239 9.9882744 10.2580922 3.1920047 10.0380903 9.3902726 7.1080247 5.5139297 9.0570733 4.7996831 13.3781172 11.6561111 9.2591171 13.5781221 12.6775448 5.6823289 7.6545537 9.8324201 9.1417603 10.5310046 9.9827006 5.5941006 8.3446501 13.4935536 4.9696110 9.8164938 3.3846439 NA 10.3069847 5.8440793 12.2049600 9.4097876 13.9918242 8.5794049 8.1768962 5.3854000 9.8844940 9.1887790 13.3289331 11.2353037 11.5499738 12.4349502 9.8603815 1.3846577 10.9727380 10.0011969 11.1492432 8.4344965 7.6198649 7.8081141 9.6838561 12.2843826 8.6975309 11.3134107 5.7185479 7.1616297 8.0850879 13.5426528 11.5514388 12.0672038 8.2259502 NA -0.2002495 10.0018094 12.4340428 10.8268348 7.0380904 10.6738985 11.6827106 11.6809908 9.6677364 11.1297621 5.5276052 10.5658003 8.5924757 5.2754206 9.0248931 11.3393775 3.7065748 8.5139313 11.7405369 9.7968651 10.9598721 9.6475259 1.7996676 14.7865720 7.5440147 6.4650211 7.9187565 8.0966018 8.3523547 9.7848159 9.7798538 8.6463200 6.9545034 11.3393290 9.4107104 7.9003482 11.0339043 10.0158251 10.2895335 11.0297060 0.3846025 10.4294975 5.0091411 12.2501648 7.8844941 7.3995984 8.8738270 9.6157172 12.2393866 3.0476082 9.4453439 3.6576629 10.1806877 10.6532953 10.2348349 12.6867157 11.6439990 8.8025005 10.4180710 10.6754349 10.3451328 8.1898547 9.8570005 9.7282039 1.7996676 3.5545766 NA 8.4966529 11.4380242 8.7996857 NA 8.5360875 9.1384218 10.9786616 TCGA-5P-A9K8 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1 1 1 1 1 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.15236674 10.93663794 5.58689982 NA 6.09565231 2.13007422 13.73292645 0.36770654 0.70398660 6.75574885 7.04015709 6.85958448 9.81584805 7.63217441 12.13632967 10.32664689 9.81688046 7.50728326 9.37965778 11.87292308 7.69191238 2.45520226 9.95175475 -1.63218166 5.17508542 -0.04736823 -1.63218166 10.18671336 9.82562569 7.59173327 3.32192809 9.36420537 9.23886685 10.44821627 10.57383035 9.36913993 8.25951543 3.85958200 0.68965699 9.48667295 3.76005058 10.94586853 8.27612441 9.85305796 9.49572614 4.27461949 10.62187468 7.87354316 10.24693211 11.12720391 8.80444341 6.84346509 10.84475385 9.94501433 8.57961991 1.36770654 NA 9.12845168 8.40527892 0.95270631 6.44454781 9.34858543 -1.63218166 9.99161325 2.89130252 4.34501308 7.35357384 10.40562186 8.50087414 7.27762496 14.14670723 8.04545116 10.06208973 4.84346635 9.22026126 7.83737374 1.53764396 3.21723072 2.61565170 10.11948081 9.51175265 9.60254930 7.93188099 9.71701301 10.02906452 6.29846954 14.68895527 10.73787423 2.95268767 11.81662242 9.84396155 11.12345391 NA 2.53766881 12.43163239 9.30068477 11.35943079 10.27424663 8.72748145 11.31171171 9.07853832 8.26324666 NA 9.38105447 NA NA 10.64589085 5.28659657 9.30657623 11.22065136 10.22532410 8.33207281 9.55940788 8.08540819 11.50832193 9.82511270 10.49926730 11.41877073 6.34501131 9.81878826 10.24808055 10.05291863 7.89520869 9.52697237 NA NA 1.82716865 1.36770654 NA 13.03556405 6.16214759 4.06817206 11.20831302 11.44971447 4.34501308 7.39287121 7.67834450 10.64181866 10.20850970 11.75142933 6.59173327 8.04897014 11.08262123 1.36770654 5.46576229 3.53765639 -0.63218166 8.12595480 12.06208966 9.60135147 9.84751201 8.95738301 6.43382076 10.12803596 7.78558455 10.92205680 3.06817206 10.15440979 9.40390549 9.92428089 11.85607407 8.06121888 11.46675079 10.36808396 10.57107977 8.96298939 10.23153093 4.76090753 13.66296263 9.17266952 8.87056354 10.08497975 11.81945803 NA 8.38175231 10.29994658 14.03070106 9.52952504 11.62364555 7.75143627 10.75897535 1.82716865 9.99389708 9.91028010 10.91968033 9.00766029 3.45518911 5.48667255 10.36067011 NA 5.81067445 10.22221058 6.31609867 11.48407573 9.89569736 8.13094425 10.71949920 9.55570229 8.89031323 11.05855482 9.48537490 10.45982820 9.41553728 0.36770654 9.22182103 5.76861045 0.36770654 1.53764396 4.12262303 11.58387133 3.45518911 9.37615340 6.53474798 9.60911907 4.06817206 -0.04736823 11.65313402 10.52001663 11.37089829 11.14169513 8.64152724 8.23555092 5.95809330 8.52507873 10.66837038 10.90276408 9.13426073 9.38384359 11.26482094 1.36770654 8.89129371 NA NA 10.61060816 7.60852319 9.04457035 7.68061481 10.29920802 8.23501042 10.70395936 1.17510938 11.14704074 8.65197766 9.32483378 1.82716865 5.17341131 0.95270631 5.06817206 6.35072530 14.50752293 8.42842759 7.49443641 10.58538661 -1.63218166 8.84447793 8.76238735 9.97506208 10.96764459 6.78979706 11.63246758 8.77606154 11.05838455 9.99024128 4.27461949 9.63041384 8.39839911 4.75281816 8.16529595 9.92280023 0.0038348 -0.0069698 -0.0037899 0.0092591 0.0039737 -0.7637600 0.0017525 -0.0123500 -0.0309990 -0.1727600 -0.1727600 -0.1727600 -0.1727600 -0.7635000 -0.7635000 0.0038348 -0.0069698 -0.0037899 -0.0037899 -0.0037899 -0.0037899 0.0000000 0.0092591 0.0030016 0.0030016 -0.7637600 0.0036959 0.0036959 0.0017525 0.0107920 0.0107920 -0.7635400 -0.7574000 -0.7649600 0.0071711 0.0064756 -0.0561520 -0.1727600 0.000 0.000 -0.758 0.000 0.000 0.000 -0.757 -0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.764 -0.764 0.000 0.000 -0.173 -0.173 0.000 0.000 -0.758 0.000 0.000 0.000 -0.757 -0.765 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.764 -0.764 0.000 0.000 -0.173 -0.173 4.17508542 11.00707248 9.28062116 13.68362430 8.87948431 NA 1.82716865 9.88392425 10.78637501 -1.63218166 7.63685877 3.53765639 8.73186647 15.10050869 5.71645870 7.79399664 7.60613645 8.64036172 6.23191811 8.53389502 2.36773449 8.40115472 -0.04736823 10.96438744 11.25399996 10.61832631 4.84346635 7.40665061 9.74548458 10.40012193 12.55638939 5.92997322 7.64618138 8.89129371 9.19586824 10.21791857 8.8485219 9.5015162 9.1637714 6.7075814 7.4311265 9.8780014 10.6351037 10.2167459 3.6156635 10.2530469 9.1823141 6.2806205 4.6345178 9.9184785 5.9146267 13.8506973 11.7031221 8.9815213 13.0621985 11.8481433 6.2503742 9.2380966 8.8086010 8.1242883 9.8424517 10.1396338 11.1611319 10.3087794 12.1701472 8.2640644 10.5575564 8.8565762 -0.6321817 9.6198058 6.7897971 12.6125416 9.1903025 11.4187707 8.8434651 9.0268357 4.2142259 11.1847154 6.7164601 13.1905018 11.7514293 9.7120277 12.7208097 10.4202999 0.3677065 10.0819773 8.8675778 12.4261464 9.8286995 8.0612189 8.0699046 10.3831469 13.0251619 8.2365543 11.2499831 0.6896570 5.0401560 10.0214725 12.4933374 12.3493883 11.9957216 4.4970119 0.3677065 -1.6321817 11.1576729 12.4740493 10.9251500 7.2288187 11.0174370 11.25666525 12.01271465 9.81688046 11.87292308 5.04015599 10.71230508 8.31024650 3.49701192 9.25266543 13.22211565 3.76005058 4.06817206 12.23510319 9.34214647 11.39148613 8.48277529 2.61565170 14.15576184 5.58205013 6.06817206 8.57496584 8.22104136 8.79713849 9.29699029 10.21948087 8.74819285 6.01158733 9.12345385 8.02057665 8.78241708 11.52001663 9.52254995 10.77791814 11.02728180 2.17507743 8.89520869 1.17510938 12.95128413 8.50472287 8.24117568 8.95738301 9.39992899 12.47903051 1.36770654 9.11676319 8.69528433 10.29994658 11.23206885 9.25113868 11.48407573 12.48163669 9.19745458 10.45982820 9.36491118 10.53339885 5.63451776 10.29105924 9.23886685 -0.04736823 7.92980224 NA 8.66693976 9.46631653 8.88736808 -0.04736823 8.84447793 8.81274657 10.27574902 TCGA-5P-A9JW NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 3 4 2 1 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.8619330 9.9610246 8.4177403 NA 11.5855155 8.8515048 14.0764540 NA 3.8747871 8.3710788 5.8543648 7.4201548 9.2295761 6.4999336 11.2031803 11.2185209 9.7128380 7.9172521 9.0083303 10.9618535 8.9510405 5.6224179 13.7604216 0.1961034 5.9103993 NA 2.1961664 10.2776365 10.3717026 8.1876747 3.5884688 8.4177403 9.3357043 10.2895706 10.2129613 9.6255598 7.3098956 5.5537045 6.4440806 8.6799688 4.2405509 11.1276293 6.3560241 11.3004242 7.9775129 2.3660844 10.5281896 8.0258760 10.3318623 10.6066043 7.7735817 10.3176865 11.3731209 8.6959990 7.9103987 4.5884688 3.4440839 8.9359335 8.2889104 2.0034943 7.7886100 10.7699658 3.5180819 10.9129725 0.1961034 4.9240714 8.1876747 9.0541341 10.4855956 7.4629398 16.1565510 8.4953610 10.5570001 4.6555865 10.5476444 7.3357048 1.5180819 2.7605403 8.6657949 9.6651639 9.4976493 9.7226523 8.5624752 9.4722774 10.1157613 5.3254368 14.1614864 11.0147352 NA 11.3988891 9.1272894 8.3933699 -0.8038966 7.5970328 11.1805715 8.6390965 9.2281987 7.5360032 9.8826536 10.5841703 7.4535406 10.9001820 NA 7.6055440 4.4056044 NA 9.1705676 3.1030444 9.0955099 10.1194806 10.8186625 8.1791467 10.0618863 9.0894545 11.3768019 9.6108383 10.7396682 12.4263236 3.0035123 9.8889254 9.6380597 10.4617681 8.9593653 10.0970199 NA -0.8038966 3.1961506 2.3660844 5.5180819 14.2915500 11.2652671 13.9011914 11.2682856 11.4520668 3.6555808 8.2157436 5.8826528 10.0939985 11.8976761 11.1187374 7.5360032 11.0219068 10.9589503 2.5180819 3.5180819 4.1503485 0.1961034 8.8965928 13.7467195 9.1357324 11.1309496 8.8127020 6.0163314 9.8354937 8.2968153 10.4910896 7.3810281 9.4942156 3.3660844 9.0776647 10.9134010 7.4953610 11.4363481 12.9668169 11.0075277 9.7108670 10.0672882 4.0081373 13.7427461 9.2045817 9.5526049 8.7449751 8.8965928 NA 6.1848377 10.5163895 -0.8038966 8.6245550 10.9134010 8.1327912 10.2261304 9.6213689 9.9734084 11.7319144 10.5270699 9.0641111 4.2405509 8.1415968 10.0688278 NA 11.0761191 7.1905062 4.4056044 13.2227629 11.3404926 11.3896784 10.8081000 10.3395363 9.0970197 11.4196268 9.5841703 9.8983257 7.5492995 4.5884688 9.4523617 5.0290420 0.7811499 7.1209657 2.0034943 10.3446296 1.1961664 7.4722774 5.9905692 3.7197201 NA 2.6555808 11.4855956 10.8987586 10.4600091 11.9558332 9.7612552 7.2836162 6.5107594 6.2622415 11.5991650 9.8062551 9.3046776 9.7811156 10.4740215 7.0665176 9.2783022 NA NA 9.8062551 7.7773533 9.8809016 7.8327774 10.1276293 10.4511816 11.4183442 1.5180819 9.3408113 12.7281436 10.1640998 -0.8038966 2.1961664 0.1961034 NA 5.2836144 13.6204506 10.7172627 5.7353110 10.4878993 0.1961034 8.1791467 8.7798753 11.1353649 8.1474380 6.7583951 11.2662740 9.9930039 11.2192143 9.1459798 1.7811079 8.7979238 9.6979903 4.8965916 8.0423954 11.3601171 -0.00277070 -0.00110380 0.00610900 0.00555290 -0.00360110 0.00055459 -0.00415460 -0.01298900 -0.02438800 -0.00277070 -0.00277070 -0.00277070 -0.00277070 -0.00277070 -0.00277070 -0.00277070 -0.00470790 0.00610900 0.00610900 0.00610900 0.00610900 0.00513590 -0.03728700 -0.00487080 -0.00487080 0.00055459 0.00138680 0.00138680 -0.00415460 0.00000000 0.00000000 0.00527490 0.00527490 -0.00235530 0.56618000 -0.62424000 -0.02438800 -0.00277070 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.559 0.559 0.000 0.000 -0.623 -0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.559 0.559 0.000 0.000 -0.623 -0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.0618863 11.6471065 11.2968153 13.4349309 8.6959990 NA 1.5180819 9.5192077 10.9639154 -0.8038966 8.4153214 8.0634318 9.2941851 15.5321016 6.8255096 7.4201548 7.1561549 8.0695969 6.7583951 7.8472046 11.5722784 10.2087776 2.1961664 10.0909708 9.6874549 9.8136206 5.6055447 12.2204270 9.4068245 8.5991649 12.2987833 4.7197146 7.9376198 9.0227015 6.4999336 10.0726699 8.9308627 9.7324003 9.8489980 NA 9.0556878 8.1676966 9.5135656 9.2212925 2.5180819 9.3698303 9.6097810 7.2568493 4.5180819 9.0541341 3.9510375 13.0108356 11.9873159 8.6839929 13.0391908 13.2573554 5.5884718 8.5470923 10.0274603 8.3735725 9.9659909 11.5641138 4.5180819 5.0035078 12.6737848 2.8966012 8.7545739 0.7811499 NA 10.4381362 6.9905692 11.7806458 9.4780830 12.4263236 8.9121151 7.3202744 4.5836515 10.3478038 10.5253888 14.0300808 11.1187374 10.9618535 13.0042122 9.9043748 0.1961034 11.3893704 9.2756378 11.2974722 8.3382599 7.4953610 8.1209657 9.8373017 11.6336450 8.5225827 10.6764384 5.8255109 7.0541343 7.0909709 13.9751988 11.2432769 12.3850509 6.2941851 NA -0.8038966 8.9017856 12.5401715 10.5900421 6.7275339 10.3729495 11.524828 11.420758 9.712838 10.961854 5.218522 9.229576 9.184838 5.003508 8.522583 11.651547 4.240551 7.060339 11.284935 9.160494 11.170568 9.515825 2.003494 13.782641 8.431737 6.688005 8.614343 7.212961 7.288910 10.045558 9.465747 8.659677 5.896592 12.653919 8.737250 7.022702 11.547920 11.098905 9.686001 10.780646 1.518082 9.793274 4.196151 12.555123 7.066518 7.634945 8.812702 10.000034 12.460302 2.003494 9.246002 1.518082 10.516389 10.621369 10.061886 13.222763 11.383505 6.444081 9.898326 10.821862 9.186257 7.553705 10.063432 9.534889 NA 1.781108 NA 8.424972 12.216680 8.588470 NA 8.179147 9.343358 10.123931 TCGA-5P-A9JV NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 2 3 3 2 2 3 4 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.7287028 9.5842750 7.6327604 5.5922059 10.8274227 8.0055819 12.4773139 -1.2405885 1.1378314 5.8678396 10.1424806 6.8988674 10.4188663 7.8911731 11.9905375 11.2586639 10.2048485 8.9553035 4.4597529 10.8772840 8.5890391 7.2906981 12.6013719 -0.2407589 6.0991668 NA -1.2405885 10.2551713 10.3196491 8.6157418 3.9687728 8.0143447 9.4264279 10.2089808 10.0066505 10.0072437 8.8691469 5.6419592 9.3301207 9.4022705 5.8678396 10.1798029 6.5666706 10.6826438 10.2279403 3.6662112 10.4549796 8.8586639 10.2304834 10.2471562 8.2001855 7.0676548 10.6815922 9.3646477 8.1212600 5.6541348 NA 9.6526177 8.8481046 3.0072493 6.5075092 9.8043934 4.1516316 11.2984751 9.3376890 5.1343565 10.1355773 13.0625262 10.2340362 10.0863074 15.8897159 8.6737013 10.8740347 4.4031723 9.6434868 7.2146436 7.2789521 2.2200513 11.2663675 9.5308058 9.2789526 9.7301411 8.5890391 8.9367357 8.7091431 6.9977214 14.1088740 10.8112049 NA 11.7966916 10.1182806 7.6480598 NA 7.7982352 12.5916129 8.7106009 9.4931790 8.2269217 8.0721991 10.7032962 8.4580210 11.8706150 2.4597464 8.7719407 -1.2405885 NA 9.4804154 8.5634472 8.8873105 10.1671151 9.9893367 8.0789882 9.2838579 9.4352733 11.6239416 9.5208675 10.3680331 11.9556110 1.0812714 10.8385544 10.4471293 9.8206875 10.6740751 9.9675506 -1.2405885 -0.2407589 2.7593263 -0.2407589 6.7982359 13.5790463 10.8006332 13.5806917 9.5937874 10.3740261 3.4031723 7.0585243 9.8037104 10.4299725 10.6981607 11.1693860 9.1633933 8.4545444 10.6176858 6.5275005 3.2187502 2.2187502 -0.2407589 9.3358005 12.7742085 9.3629426 11.6300663 9.7761246 6.8834375 10.2828782 7.6781797 9.6487442 11.4385764 9.0400869 6.6296816 10.4118789 9.9001460 8.3517732 11.0963806 12.8390510 11.1384238 9.1013909 9.0767288 1.7843365 12.2606559 9.1300037 10.1102554 9.2431321 10.7355223 -0.2407589 8.6722057 10.7579067 4.4289129 8.9384043 11.1384238 8.5158725 10.8766347 9.1494852 10.1537790 11.5478307 9.7222122 8.9953186 4.6419621 8.8873105 9.8691469 -0.2407589 10.3932197 8.4228742 6.7480009 12.8847297 10.3105438 8.8834375 10.4974085 9.8963074 9.3850250 10.9100092 8.9026995 10.5598117 7.5406759 -0.2407589 11.2984751 9.9033372 4.3740240 8.6312214 3.5666691 10.5468108 5.1687062 10.0984314 6.0231955 4.3442817 NA -0.2407589 11.2919157 10.6196273 10.8374671 12.0555155 9.5529196 8.2847783 6.8205530 10.8619482 10.9395362 10.6804133 8.8717559 9.5786970 11.1338124 2.7593263 8.7251007 NA NA 10.3172585 8.7982352 8.4013681 8.2511695 9.7865312 13.4815368 14.2216268 3.4031723 10.7841097 11.9401578 9.9191877 -1.2405885 4.7326979 -0.2407589 NA 6.3291720 14.3031335 9.9417107 7.6265946 11.5096046 0.3442604 9.3841118 8.9239968 9.7365963 9.5016256 7.8307788 11.1127388 9.8665334 10.8557020 9.6842772 7.4423107 10.2975052 9.4193122 5.4515474 8.3473188 10.5187884 -0.00332430 0.02721600 0.00291330 0.00847430 0.00444110 -0.47025000 -0.00290910 -0.01422800 -0.01739100 -0.01862100 -0.01574100 -0.01574100 -0.01505400 -0.00332430 -0.00332430 -0.00332430 0.02721600 0.00346870 0.00346870 0.00346870 0.00291330 0.00083195 0.00847430 0.00069327 0.00069327 -0.47025000 -0.00387790 -0.00387790 -0.00211240 0.00158860 0.00158860 0.00763920 -0.00249380 -0.00318590 -0.00152430 0.00263570 -0.01739100 -0.01862100 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.47 -0.47 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.47 -0.47 0.00 0.00 0.00 0.00 9.1548505 12.0692189 9.2838579 13.1990822 9.3877619 NA 2.7593263 9.8407996 10.6742918 0.3442604 9.4157411 7.1687072 9.3033148 12.3778165 6.2828790 7.1729445 7.1386947 8.8691469 7.3666466 8.5890391 11.6331448 10.3348555 1.0812714 9.2166971 9.7564958 9.7975493 7.2945913 5.3139061 11.1016688 9.4184202 11.9991967 4.0812459 7.0630973 8.4735617 9.0237588 9.9329933 9.8963074 10.1918582 8.6219537 -1.2405885 9.8769594 8.4510598 8.2571681 10.4427496 4.7365941 9.9917372 9.3721847 7.1386947 6.6296816 9.2411156 7.2789521 12.8461160 9.9699877 9.6781795 13.2442021 12.5715939 6.2984750 8.8037104 9.5158727 7.2471566 9.5083476 9.2289581 4.6900539 6.6781790 13.3068736 8.4632199 10.0007036 5.8467791 0.7593263 10.2606559 7.6172970 12.7305904 9.9669407 11.9556110 9.2481605 7.4735621 7.7162440 11.2836131 10.1740015 15.1177443 11.1693860 11.2710689 12.9525336 10.6269811 -1.2405885 10.3234658 10.6811572 11.0947066 8.6988956 8.3517732 8.0879910 10.0290274 12.2746465 8.6616915 10.4765600 4.9687682 6.0991668 8.0307791 13.7585068 10.8691469 12.5037297 8.4458169 -0.2407589 -1.2405885 10.2304834 12.5140994 11.2312429 7.2022600 10.9264208 12.0703550 12.4440649 10.2048485 10.8772840 5.6296801 11.0919123 9.1234510 6.3291720 9.6063736 14.2817859 5.8678396 7.8573484 13.0198441 8.9001462 11.5488499 10.1074911 2.6662112 13.7216249 6.9379811 6.8467791 9.6069217 9.4709832 9.4606228 10.4791328 8.6587788 8.5074419 5.7018318 11.4363752 9.5496647 8.9153993 10.8444567 10.4237636 10.5726966 11.3229892 1.3442604 10.2269219 4.4317433 12.8795744 8.5241879 9.8441246 9.7761246 9.5629146 12.5420074 2.9292418 9.0048690 5.5275020 10.7579067 10.9989148 10.3291718 12.8847297 10.9760621 9.5349265 10.5598117 10.7844558 10.6973998 6.6841286 10.2661197 9.8704520 NA 3.4031723 NA 9.2380858 11.4573719 9.2511695 0.3442604 9.3841118 8.0001076 11.6073523 all_p NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.4635506381266e-05 1.46445966325619e-05 1.46959450786319e-05 1.48045232489671e-05 1.48118120032077e-05 1.49207957098829e-05 1.49318878201716e-05 1.49541812223104e-05 1.52730104205277e-05 2.72423602375103e-06 2.83817523743265e-06 2.84744608763035e-06 2.85274058402466e-06 2.87565224426864e-06 2.87604741379757e-06 2.88004388165213e-06 2.92225845111974e-06 2.98755719148844e-06 8.75071121979301e-06 8.75493312055797e-06 8.76838516120067e-06 8.79504290476108e-06 8.86407109422909e-06 8.90141527253755e-06 8.91811967807579e-06 8.9403166823519e-06 8.99376772716942e-06 7.03015797217908e-06 7.04621009753723e-06 7.06082053062907e-06 7.06007408103658e-06 7.07115702478741e-06 7.08953482203516e-06 7.10803659145407e-06 7.12559811076039e-06 7.13807598104353e-06 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA all_q NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 4.6e-13 4.6e-13 0.07766755 0.07766755 0.0514 0.0642 0.0599 0.0474 0.0642 4.6e-13 0.07766755 0.0514 6.42e-05 0.0902 0.07766755 0.0386 1.35e-11 0.0127 0.00602 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